2018-05-07 23:29:45.794385: I tensorflow/tools/benchmark/benchmark_model.cc:465] Graph: [testdata/mobilenet_v1_1.0_224_quant_frozen.pb] 2018-05-07 23:29:45.794450: I tensorflow/tools/benchmark/benchmark_model.cc:466] Init ops: 2018-05-07 23:29:45.794471: I tensorflow/tools/benchmark/benchmark_model.cc:467] Input layers: [input] 2018-05-07 23:29:45.794484: I tensorflow/tools/benchmark/benchmark_model.cc:468] Input shapes: [1,224,224,3] 2018-05-07 23:29:45.794494: I tensorflow/tools/benchmark/benchmark_model.cc:469] Input types: [float] 2018-05-07 23:29:45.794502: I tensorflow/tools/benchmark/benchmark_model.cc:470] Output layers: [MobilenetV1/Predictions/Reshape_1] 2018-05-07 23:29:45.794510: I tensorflow/tools/benchmark/benchmark_model.cc:471] Target layers: [] 2018-05-07 23:29:45.794521: I tensorflow/tools/benchmark/benchmark_model.cc:472] Num runs: [1000] 2018-05-07 23:29:45.794531: I tensorflow/tools/benchmark/benchmark_model.cc:473] Inter-inference delay (seconds): [-1.0] 2018-05-07 23:29:45.794540: I tensorflow/tools/benchmark/benchmark_model.cc:474] Inter-benchmark delay (seconds): [-1.0] 2018-05-07 23:29:45.794547: I tensorflow/tools/benchmark/benchmark_model.cc:476] Num threads: [1] 2018-05-07 23:29:45.794554: I tensorflow/tools/benchmark/benchmark_model.cc:477] Benchmark name: [] 2018-05-07 23:29:45.794561: I tensorflow/tools/benchmark/benchmark_model.cc:478] Output prefix: [] 2018-05-07 23:29:45.794571: I tensorflow/tools/benchmark/benchmark_model.cc:479] Show sizes: [0] 2018-05-07 23:29:45.794579: I tensorflow/tools/benchmark/benchmark_model.cc:480] Warmup runs: [1] 2018-05-07 23:29:45.794587: I tensorflow/tools/benchmark/benchmark_model.cc:251] Loading TensorFlow. 2018-05-07 23:29:45.794595: I tensorflow/tools/benchmark/benchmark_model.cc:258] Got config, 0 devices 2018-05-07 23:29:45.832892: I tensorflow/tools/benchmark/benchmark_model.cc:492] Initialized session in 0.038284s 2018-05-07 23:29:45.832957: I tensorflow/tools/benchmark/benchmark_model.cc:323] Running benchmark for max 1 iterations, max -1 seconds without detailed stat logging, with -1s sleep between inferences mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00708008 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.36499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.312012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.688965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.784912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.630127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.03809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.427979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.483887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.1958 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.356934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.160889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0478516 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.187012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.184082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0900879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.192871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.592041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.116211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.345947 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2561 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.348145 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.48682 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.377197 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0852051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.387939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.420166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.05981 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.989014 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.08618 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.44507 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.43896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.73706 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.19214 MKL_VERBOSE Intel(R) MKL 2018.0 Update 2 Product build 20180127 for Intel(R) 64 architecture Intel(R) Advanced Vector Extensions 2 (Intel(R) AVX2) enabled processors, Lnx 3.10GHz lp64 sequential MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558008000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 686.11us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,707.825 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 898ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0380859 2018-05-07 23:29:47.006485: I tensorflow/tools/benchmark/benchmark_model.cc:357] count=1 curr=1173279 2018-05-07 23:29:47.006558: I tensorflow/tools/benchmark/benchmark_model.cc:323] Running benchmark for max 1000 iterations, max 10 seconds without detailed stat logging, with -1s sleep between inferences mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.291992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.307129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.937012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.07007 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.796875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.308838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.922119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.512939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.63208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0268555 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.19287 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.160156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.588867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.149902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.557861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23511 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.317871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17212 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.329102 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18286 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0842285 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.117188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.421875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.98413 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.163086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.00488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.05981 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.9458 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.43896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0549316 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,10.77 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 470.82us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 499ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.438965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.347168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.942871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.677002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.175781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.838135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.47998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.83398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.39502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0500488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.802979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.183105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.67505 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.184082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.834961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.184082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.4729 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.78198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.183838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.386963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.82617 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.165039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.401855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.7771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.379883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.73877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.436035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80103 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.158936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.14697 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.980957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.54395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.84009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0620117 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.78711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.27515 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 414.14us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.444824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 622ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.370117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.317871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.349854 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.750977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.823975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.640137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.331055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.88818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.403809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0480957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.889893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.160156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.153076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,3.10718 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.22583 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.143066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.580078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.407959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23315 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.327881 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.54077 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.122803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.615234 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17383 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.386963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23901 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.303955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.642822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.665039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0639648 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.354 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.62012 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 371.14us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.398926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 380ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.323975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.352783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.834961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.677979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.233887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.648926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.329102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.316895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.28198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.324219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0510254 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.146973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0900879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.19214 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.181885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.160156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.364014 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18701 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.431885 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.44385 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.351074 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.30786 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0808105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.356934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25317 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0222168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.895996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.12598 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.64478 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0639648 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.28198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.76782 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 433.96us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 745ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.176025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.378906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.390869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.787109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.689941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.148193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.676025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0197754 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16187 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.570068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0849609 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.154053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0742188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.53809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.142822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.428955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.68604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.368896 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.90698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0808105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.335205 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23511 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.743896 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.687988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.01318 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.54224 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.19092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.7041 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 452.51us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.51709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 592ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.255859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00585938 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.464111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.387939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.348145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,5.11987 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.726074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.151123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.680908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.327881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.349854 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.65698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.052002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.967041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.237061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0869141 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.22217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.213135 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.616211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.399902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.86011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.349854 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.32202 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.404053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2981 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.140137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.359863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.76001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.790039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.31299 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.85303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0878906 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.08203 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 441.98us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.509033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 592ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.217041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.447998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.311768 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.413086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.958984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.863037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.160889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.88208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.371826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.78784 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.824951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.184082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0859375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.67896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.265869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.193848 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.875977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.161865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.165039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.410889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.13916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.409912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.77393 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.447021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.78613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.413086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.86499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.03101 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.937012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.86206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0739746 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.89087 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.78101 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 395.01us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.455078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00219727 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 678ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0222168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.4021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.399902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.762939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.85791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.28711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0480957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.680908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.225098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0900879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.33398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.191895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.685059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36499 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.54199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.391113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.378906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.404053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.49902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.149902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.4021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.04614 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.09985 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.01514 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0732422 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.12085 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.12988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0778809 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.98096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.2439 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 395.74us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.422119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 507ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.357178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.400146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.18188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.216064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.921143 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.367188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.19189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.418945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0510254 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.899902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0878906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.1228 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.300049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.199219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.653809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.49707 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.31299 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.369873 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.34399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.381104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.411865 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.374023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.57104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.161865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.87915 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.818848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.53101 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.51099 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0739746 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.20898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.98315 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 505.82us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.535156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 734ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.151123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.416992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.328857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.828857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.14917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.669922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.423096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.373047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.34595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.434082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0500488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.665039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.231201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.146973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0908203 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.25195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.224854 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.202881 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.64917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.380127 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36084 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.31079 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13623 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.398926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.30591 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.376953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37915 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23706 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.05688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.848145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.47192 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.48706 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0700684 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.21509 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.62402 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 407.52us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.433838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 648ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.486816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.384033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.402832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.969971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.740967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.696045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.390137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.35083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.439941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0510254 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.684082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.223877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.200928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.28809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.202148 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.618896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.359131 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.64111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.423828 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27905 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.399902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.30811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.421143 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36792 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.271 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.781006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.937012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.90308 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.47803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0710449 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.19189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.57397 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 476.59us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00292969 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 745ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.266846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.51416 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.434814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.376953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.75 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.712891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.405029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.32202 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.448975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0507812 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.688965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.219971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0959473 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.19385 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.236816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.196045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.72998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.381836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.58813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.430176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0808105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.387939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.383789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.62305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.366943 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.31885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.141113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.781006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.75708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.58984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.45801 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0761719 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16919 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.64502 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 431.51us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.459961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 1.96us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.307129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.427002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.827881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.686035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.707031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.381104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.412842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0222168 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.17188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.437988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.19604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0878906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.43506 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.283936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.229004 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.637939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.271 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.15918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.530029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.50806 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.559082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.95483 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.227051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.510986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.95703 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.199951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.460938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.39282 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.170898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.06494 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.21411 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.46313 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.104004 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.65015 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.21387 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 456.44us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.487061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 533ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.178955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.390869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.394043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.856934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.893066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.216064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.716064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.352051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.518066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.491943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.996094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.139893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0810547 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.199951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.162109 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.75415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.168945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.325928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25903 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.321045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.44385 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12817 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.711914 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.33716 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.54785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0820312 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.56006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.5332 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 409.66us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.437988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 559ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.405029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.373047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.0542 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.933105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.635986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.84814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0397949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.824951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.199951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0871582 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.319092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.869873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.437012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80005 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.353027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.8208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.379883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.7522 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.333008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.823 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.368164 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23218 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.750977 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.24097 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.30493 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.38599 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 418.58us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.452148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 682ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.308105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.384033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.717041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.634033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.229004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.822998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.438965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.365967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.29688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0490723 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.640137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.146973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.651123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.329102 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20093 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.32397 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.723145 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.851074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.21899 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.7749 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0871582 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.73413 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.91479 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 437.08us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.5 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 484ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.459961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.400146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.350098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.85498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.707031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.647949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.259766 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0241699 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18091 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0681152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.65698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.194092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.888916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.356934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.79907 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.40918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.18799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.459961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.112793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.365967 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.64893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.297119 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.874023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.771973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.35107 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41284 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18408 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.98682 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 327.80us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.348877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 559ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.269043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.392822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.756104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.678955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.603027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.406982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.032959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.31396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.462158 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0500488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.218994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.184082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0939941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.151855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.160889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.562988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.559814 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.31494 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.930176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.91211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.349121 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.382812 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18408 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.659912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02783 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.4231 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0681152 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.24097 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.3999 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 333.79us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 563ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.291016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.233887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.370117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.781006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.796875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.209229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.895996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.594971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.193848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.159912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0788574 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.354 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.207031 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.903076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.123779 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.435059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.306885 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13989 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.337158 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.96899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0231934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.969971 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.982178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.073 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.14209 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 309.03us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.331055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.302979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.695068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.722168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00585938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.586182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.545898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10718 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.130127 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.545898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.277832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.320068 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.319092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17285 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.692871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.682861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.03101 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.61108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,2.052 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.55298 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 352.14us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 805ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.126221 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.279053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.237793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.464844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.21411 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.07397 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.167969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.958008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.406982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.385986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.26392 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.448975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.964111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.210938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.237061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.336914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.189209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17993 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.338135 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.336914 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.327881 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.324951 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18506 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.711182 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.733887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.43896 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.45508 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0661621 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16284 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.76294 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 486.17us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.519043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 536ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0322266 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.400879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.39502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.372803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.874023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.723877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.197998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.646973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.384033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.26196 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.228027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.169922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0881348 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.70703 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.208984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.164795 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.591064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.492188 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.1189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.86206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.434082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.37695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.339111 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20703 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.112793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.332031 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.881836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.725098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.6062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.49194 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.065918 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.87402 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 468.44us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.5 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 589ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.363037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.753906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.672852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.012207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.640869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.352051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.502197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0388184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.66699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.440918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0620117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.709961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.307129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.213867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.185059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.153076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.695068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36792 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.357178 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.26294 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.197998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.510986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.03687 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.371094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.78784 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.346191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.79321 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.802979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.819824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.25122 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.73315 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0810547 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.27686 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 436.29us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.462891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 700ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.161133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.391113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.428955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.191895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.64502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.393066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0268555 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.548096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36499 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.271 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.583984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17578 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.359131 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282227 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.34692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.639893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.664795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0351562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.22803 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.75488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0700684 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.33105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.75708 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 325.51us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.346191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 518ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0112305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.26709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.672852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.650879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.36084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17114 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0351562 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.546875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.190918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0888672 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08716 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.168945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.592041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.320068 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.725098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.691895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.0061 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.30908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14282 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.74097 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 348.21us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.373047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 544ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.311035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.372803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.403076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.774902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.694824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.614014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.409912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.432861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0441895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.525879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0698242 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.134033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.531982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0998535 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.342041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.3938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.518066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.339844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2251 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.676025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.644043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.66113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.49878 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.23584 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.97192 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 317.68us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.163818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.214111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.853027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.728027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.62085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.253174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0441895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.595947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0930176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.37793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.164795 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0852051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.152832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.76807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.335938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.332031 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.400879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25317 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.853027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.783936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.16699 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.42603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.93701 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 453.46us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.526855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 987ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.198975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.360107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.376953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.7771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.740967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.621094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0380859 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.577148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0759277 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15015 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.189941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.202881 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.665039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.373047 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19409 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.340088 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.796143 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.75 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.25903 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0561523 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.19507 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.82812 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 308.23us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.329102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 559ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.312988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.257812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.331055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.722168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.564209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.797852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.314941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.28809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.394043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0378418 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.117188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.134033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.556152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.25415 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.561035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.567139 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.318115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1731 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0808105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.360107 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.651123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.00098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40015 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.05591 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 334.50us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.360107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 563ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.258057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.319092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.464111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.06201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.38208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.904053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.193115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.105957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.44092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.205811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.254883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.617188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.361816 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19116 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.363037 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11987 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.326904 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.841064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.750977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.60498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.44312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.45288 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 338.98us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.363037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00219727 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 626ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.326172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.688965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.576904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.285156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.32422 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.550049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.065918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.159912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.150879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.574951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.255127 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.381104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.368896 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.453857 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.332031 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.802979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.784912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.30493 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.19897 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.76611 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 452.50us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.480225 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 559ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.144775 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.328857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.361084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.816162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.562988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.594971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.257812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17114 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.263184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.538818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0681152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.284912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.160156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.423828 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.86084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.345947 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.339111 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21606 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.637939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.650879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.073 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.10889 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 436.76us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.460938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 510ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.34082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.700928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.606934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.61792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.373047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0187988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.31592 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.38208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0661621 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.557861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.144775 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.371094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.37402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.309082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13989 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.286865 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.405029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.87598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.05908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.832031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.34302 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0668945 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.49805 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 431.67us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 793ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.442871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.981934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.860107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.14917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.643066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.440186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.73193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.531006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.046875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.561035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.189941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0869141 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.18994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.186035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.155029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.631836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.34888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.355957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.719971 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.5791 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.15381 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.106934 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,2.19019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.24097 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 360.85us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.39209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 555ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0141602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.212891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.406982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.312988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.946045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.761963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.202881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.856934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.462891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.36499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0241699 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.77808 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0498047 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.85791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.238037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0791016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.729 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.200928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.86499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.377197 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.72119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.363037 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.86108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.446045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.77002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.183105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0952148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.390137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.71094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.362061 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.73291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.922852 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.66992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.96704 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0698242 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.74707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.62305 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 483.62us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 477ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.211914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.338867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.946045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.770996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.836914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.374023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.73096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.383057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0461426 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.802002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.192871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.68896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.235107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.191162 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.820068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.407959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.71289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.376953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.70483 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.394043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.91504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.447998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.74902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.404053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80298 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.149902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.07202 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.909912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.47412 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.43604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0898438 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,2.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.79712 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 443.54us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.51001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 488ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0141602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.210938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.427979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.318115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.959961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.722168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.220947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.875977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.440918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.74805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0441895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.806152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.186035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0869141 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.67505 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.133057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.536133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36084 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.72119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.372803 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.72803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.140137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.376953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.72192 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.73804 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.931885 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.913086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.54712 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.83301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0698242 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.77588 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.70801 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 397.06us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.429932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 641ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.230957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.170898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.821045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.447021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0251465 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.84497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.394043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0568848 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.819092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.231934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0939941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.64697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.193115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.853027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.158936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.441162 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.74512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.143799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.365967 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.72217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.140869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.391846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.70312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.394043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.117188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.467041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.983154 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.01001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.68115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.74194 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.98999 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 435.21us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.464844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 626ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.121826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.4021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.707031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.7229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.60498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.369141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20093 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.533203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.315186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0891113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.20801 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.217041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.199219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.943115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.141113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.401123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.91089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.51392 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.239014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.94995 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.121826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.501953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.26196 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.199951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.858887 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.01099 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.31714 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.92798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0810547 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.927 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 381.06us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.443115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 648ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.140137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.311035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.297119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,1.88403 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.06104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.812988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.224121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0151367 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.05103 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.38916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.48291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.98804 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.437012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0639648 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.1521 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.04517 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.183105 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.01611 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.394043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.00586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.141846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.378906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.02002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.362793 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.88208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.355225 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.98804 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.91089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.772949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.00391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.36401 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.12402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.79321 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.68408 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 430.81us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.48999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00219727 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 715ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.503906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.389893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.407959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.05493 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.764893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.936035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.433838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.426025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.026123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.00293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.485107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0651855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.05615 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.169922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0820312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.948 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.193115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.180908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.901123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.395996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.317871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17212 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.325928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.677002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.666016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.31885 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.44507 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0578613 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.396 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 352.90us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.376953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 536ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.300049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.245117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.361084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.713867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.688965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.593994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.307861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.537842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.153809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.556885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16919 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.331055 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.428955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.96899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.952881 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.03003 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.48999 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.20508 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 375.03us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.400146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 577ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.414062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.11206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.813965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.588135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.247803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.306885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.116211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0620117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.20801 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.206055 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.798096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14819 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.290039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.298096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.825928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.72998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.78198 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.57886 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.2019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.26392 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 355.26us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.387939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 570ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.181152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.883789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.611084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.400879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.86206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.440918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0371094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.794189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.172852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.141113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.30298 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.1521 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.582031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.500977 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.14282 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.369873 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.74707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.648193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.638916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.16187 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.42896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0651855 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.75806 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.8811 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 319.04us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.345947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 559ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.276855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.287842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.407959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.682861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00878906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.580811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16187 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.526855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07617 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.12793 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.288086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.331055 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10181 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.290039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.814209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.89502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.41699 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.64014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14087 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.13184 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 366.55us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.391113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 615ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.192139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.381104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.313965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.408936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.744873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.718994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.169922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.657959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.412842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.393799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.032959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.28101 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0490723 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.592041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.121826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06079 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.122803 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.522949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.346924 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18408 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.329834 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17114 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.687012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.675781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02686 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.354 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0581055 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.19116 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.39893 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 317.80us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.338867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 570ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.779053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.779053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.608887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.180908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.117188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.147949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.562988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.300049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.296143 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.51611 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.687012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.853027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.21094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.56299 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0617676 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,2.24902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.93115 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 408.23us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.435059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 451ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.357178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.800049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.813965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.61084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.370117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21997 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.388916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.546143 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.144043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.287842 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293213 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.410889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.17212 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.364014 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.296875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.653076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.662842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0378418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.24707 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.4021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.771 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 403.21us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.429932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 637ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.723145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.207031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.931885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.393799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.90308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.438965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.5271 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0649414 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.129883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.534912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.57983 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.211914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.38501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.8811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.406006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.71899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.295166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.666016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.648926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.16113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0651855 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.35889 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 342.51us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 551ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.843018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.687988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.938965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.385986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.26514 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.494873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0498047 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.208984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.288818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.128906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.130127 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.533936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.53687 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.164062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.303955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.649902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.06909 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.41211 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 330.75us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 533ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.293945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.792969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.188965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0158691 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.330078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.266113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.588867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0717773 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.212891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.203125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.164062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.38501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19995 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.337891 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.3479 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22607 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.362061 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.28809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.950928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.766113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.26978 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0578613 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.21021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.99487 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 404.10us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.430908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 544ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.361816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.315186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.287109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.718018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.567139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.616943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.136963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.259033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13892 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.309082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21704 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.335938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.403809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18286 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.727051 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.696777 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.2522 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.25879 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 326.33us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 726ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.151855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.315186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.677002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.374023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.34009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.412842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0351562 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.576904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.117188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.151123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.557129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.309814 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21313 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.342041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19116 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.692871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.682861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.53687 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0568848 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.17896 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 327.72us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 510ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.133789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.291016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.314209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.11694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.725098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00585938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.606934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.35083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19287 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.286133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0441895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.583008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.186035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0871582 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.1311 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.233154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.187988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.9729 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81689 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39917 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.370117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.393066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.38892 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.390137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.9939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.89209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.985107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.07715 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.66577 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0791016 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.8269 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.71216 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 337.90us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 603ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.146973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.357178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.579102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.699951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.569092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.631836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.427002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.85693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.602051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0661621 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.140137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.323975 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.7019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.675049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.82812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.561035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09619 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.775146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.826172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.61011 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.021 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 371.58us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.39917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 801ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.320068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.712891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.586182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.664062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.298828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.30396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.394043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.046875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.579102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0791016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.148193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.284912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.557129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1311 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.658936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.37305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.398926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.31299 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.369873 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.827148 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.859863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97583 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.85107 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d83fc8,0x7f3550007000,1,0x72bb0c0,1024,0x7f3562d83fd0,0x72b9dc0,1) 345.38us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.367188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562d83e78,0x72b8bc0,1) 581ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.275146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.689941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.639893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.175781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.921143 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.378906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.323 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.389893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0559082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.176025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0771484 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.3501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.293213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.194092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.596924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2749 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.338867 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20679 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.690186 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.968994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.35815 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.51294 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.059082 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.10181 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 355.21us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.409912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 630ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.312012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.355957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.02002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.856934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00585938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.604004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.319092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.03589 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.229004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.105957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.74194 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.179932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.329834 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.07104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.911865 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.00293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.388916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10278 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.667969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.670166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0351562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98413 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0581055 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.13477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.979 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 317.70us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 544ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.304932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.229004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.76001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.811035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.743896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.162842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.628906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.315918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.506104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.26611 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.356934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.160156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0380859 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.176025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.199951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0800781 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.190186 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.653076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.3479 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.161133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.359863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.309082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15112 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.296143 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.635986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.658936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.00293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0380859 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17505 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.30493 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 356.62us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.38208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 533ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.350098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.701172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.718018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.974121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.433105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.351074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23779 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.151855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0849609 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.234131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.187012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.590088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.361084 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19897 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.277832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.323975 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.728027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.812988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.55396 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.44019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0700684 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.19995 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.03003 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 370.51us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 708ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.236084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.517822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.308105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.724121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.712891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.208008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.761963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.385986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.503906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.554932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.197998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0969238 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.1499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.220947 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.659912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.169922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.420166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.87085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.327881 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.340088 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35083 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.382812 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.7771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.75293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.45508 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.88794 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 430.33us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.458008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 529ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.139893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.336914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.376221 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.407959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.744141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.736084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.183105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.843994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.316895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.388916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0222168 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.38208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0300293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.160156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0849609 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.32812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.027832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.153809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.314941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27808 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36499 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.358887 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.30396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22705 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.316162 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.40308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.726074 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.953125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.75098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.77588 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0700684 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.20898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.87988 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 369.90us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.39502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 451ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.22583 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.7229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.643066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.326904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0297852 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.27686 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.36499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0480957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.218994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.253174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0771484 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15894 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.198975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.162109 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.612061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35791 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.55493 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.365967 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.49292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.345947 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.341797 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26318 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.355957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.756104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.756836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.73877 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.54883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0639648 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.98901 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 432.88us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.49707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 697ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.223145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.448975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.842041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.760986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.627197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.464111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0241699 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.21704 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.442871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.064209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.942139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.200928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0871582 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.1311 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.193115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.971191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.358154 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.82617 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115234 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.140137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.556885 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.554932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.823 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.637939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.052 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.23804 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.92505 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 422.28us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.447998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 656ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.202148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.469971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.307861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.730957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.694092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.183838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.03296 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.448975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0158691 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.30298 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.322998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0478516 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.202881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0351562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.199951 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.683838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.323975 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.387939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.97705 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.376953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.720947 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.692139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.53589 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.064209 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.23706 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.66992 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 456.22us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.524902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 581ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.399902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.707031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.770996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.6521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.496094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.258057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.34009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.287842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0300293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.550049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.48413 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.138184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.140869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.548828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.744873 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.785156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.18799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.48193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0581055 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.1521 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 380.88us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.438965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 592ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.305176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.428955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.03613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.587158 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.318848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.610107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.128174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0649414 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.15918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.52783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.218018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.406982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.00708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.400879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.175049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.543945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.37622 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.644043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.644043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.51196 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.12598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.059082 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.96387 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 303.29us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.322998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 522ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.308105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.703857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.578125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.62085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.255859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18701 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.561768 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.160156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0930176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.92603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.196045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.219971 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.52295 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.395996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.07397 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.483154 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.01782 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0998535 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.405029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17505 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283203 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.303955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.63208 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.647949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0351562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0422363 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.16504 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.448 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18311 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.21411 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 465.08us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.490967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 536ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0090332 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.986816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.723877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.619141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.291992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.320801 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.736816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0810547 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.22803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.2229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.167969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.300049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1731 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.328857 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21118 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.379883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.38501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.739014 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.737061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.08301 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.35596 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 559.81us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.59082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 495ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.326172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.04199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.74707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.148193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00878906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.772949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.256104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.314209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0280762 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.494141 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.98608 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.58594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0632324 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.754883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.74292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.80103 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.77002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0949707 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.31714 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.72095 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 387.90us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.412842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 1.20us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.858154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.21484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.188965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.98584 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.362061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.0271 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.356934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.895996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.350098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.065918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.251953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294189 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.39697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.288086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.363037 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.8772 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.142822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.917969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.02783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.49292 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.45996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0620117 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18091 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.552 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 359.46us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 522ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.306885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.317871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.761963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.674072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.195068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.687012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.355957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.4729 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.518066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0859375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.28613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.295898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.191162 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.00195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.369141 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.89893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.243164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.314941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.334961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.335938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.331055 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.718018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.729004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.71094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.55908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.24902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.73804 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 355.78us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.379883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 488ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.141846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.363037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.295898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.771973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.666016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.173096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.71582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.446045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.456055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.98901 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.198975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.155029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.575928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37915 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81714 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.368164 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.99902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.151855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.386963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.02515 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.152832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.128174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.442139 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.05298 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.410889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.07593 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.158203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.027832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.942139 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.21802 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.02393 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.072998 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.7229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.64185 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 424.71us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.513916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 563ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.230957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00512695 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.561035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.404053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.06714 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.750977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.158936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.535889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.00098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.376221 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.97998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.235107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.256836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.02979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.198975 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.960938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.337158 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.89893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.340088 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.98096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.342041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.310791 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.691895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.696045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.26001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35522 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.13306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.66406 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 388.84us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.413086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 678ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00317383 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.28418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.927002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.725098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.181885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.710938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.348877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.351074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.40503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.376953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.593018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.206055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0949707 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.05298 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.203125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.182129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.913086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.127197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.345947 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23901 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.311035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.96387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.886963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.981934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.21191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.20312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.44995 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 443.08us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.4729 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 853ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.352051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.405029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.958984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.707031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.216064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.677979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.345947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.37793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0280762 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.43408 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.351074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0541992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.646973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.252197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.14087 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.111816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.142822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.550049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.287842 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.337158 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21118 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.365967 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.49902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.716064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.700195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.49121 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.48999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18091 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.45801 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 369.28us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 712ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.140869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.299072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.318848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.877197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.875977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.683838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.427002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.86011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.410889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0268555 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.559814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0771484 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.0791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.133057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.398926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36084 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.82007 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.297852 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282227 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.09717 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.11621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.68213 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1731 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.48193 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 450.83us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.477051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 753ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.320068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.337891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.494141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.07886 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.715088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.387939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.45386 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.530029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0681152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.131104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.558105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.314941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.635986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.644043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37183 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.38477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,10.0481 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 418.15us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.478027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 440ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.228027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.326904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.297119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.381836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.942871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.898926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.62085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.265869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.696045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.167969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.165039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0871582 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.28198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.12915 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22607 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.289062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.28198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.355957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.353027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.948975 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.86792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.271 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.12305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.10693 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 314.66us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.339844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 1.78us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.686035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.140137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.887207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.350098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.390137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.75708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.339111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0432129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.660889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.164062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.44702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.160889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0717773 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.287842 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0231934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.76001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.74585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.90503 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.60498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0881348 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.23608 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.07788 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 315.21us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 648ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.163086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.306152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.286133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.373779 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.72998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.676025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.133789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20605 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.304199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0791016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.194092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.877197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.308105 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.105225 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.393066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.72388 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.303955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.4082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.334961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.31006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.897217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.785156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.323 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.63623 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0749512 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.26514 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.64697 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 344.22us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.365967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 607ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0141602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.317871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.03003 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.132812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.905029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.519775 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.256836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.51709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.167969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.21606 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.205078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0351562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.170166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.593018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.374023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.448 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.303223 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.307129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.661865 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.745117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.22388 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.35718 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 411.26us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.435791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 626ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.184082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.427979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.750977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.758057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.609131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.251221 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16284 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.257812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0322266 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.166992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.64209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.256836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.5481 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.142822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375977 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.85498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.354004 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.88892 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.656982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.670898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.30786 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.37793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.68384 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 408.79us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.434082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 600ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.304932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.385986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.797119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.783203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.186035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.303223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.566162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.153809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0969238 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.23291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.220947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.156982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.611084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19409 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.333984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.286133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27808 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.649902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.667969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0368652 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0478516 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.71313 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.63208 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 435.75us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.496094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 965ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.236816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.437988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.373047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.330078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.679932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.62207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.117188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.602051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.427002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0791016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.930908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.229004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0751953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.162109 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.380859 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.74292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.481934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20581 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.610107 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.36206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.500977 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26587 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.284912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.31201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.638184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.646973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0322266 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.94995 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.99194 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 336.87us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.359863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 525ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.237061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00512695 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.493896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.324219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.903076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.663818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.635986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.374023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.91992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.393066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.905029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.34082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0981445 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.87622 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.180908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.00708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36792 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.98999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.427002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.79517 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.318848 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21509 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.317871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.85913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.953125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.08691 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0380859 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.94214 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 323.23us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 477ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.348877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.744141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.590088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.640869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0268555 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.51221 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.394043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.059082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.202881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.126953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.44287 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.207031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.263184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.624023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.454102 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.73096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.164062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.822998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.94922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,1.12598 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.41284 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.369873 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.727051 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.36206 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.46289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0839844 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,2.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.55908 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 435.84us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.471924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 715ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.446045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.338135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.694824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.61499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0141602 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.618896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.463867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.01807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.436035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0559082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.86084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.220947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.331055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0910645 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.36084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.179932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.963867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.567871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.77905 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35791 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.14111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.88013 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36084 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.93604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.112793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.661133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.677002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96704 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.58911 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 432.01us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.462891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 551ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.327881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.27417 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.844971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.60498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.03711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.27417 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.556152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.91211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.337891 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.914062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.65601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.307861 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.78516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.350098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.96094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.696045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.678955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.33398 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 416.76us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.446045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 726ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.387939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.252197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.711914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.654785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.651123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15381 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0351562 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.554932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.2749 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.154053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.544922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.49707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.373779 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18921 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.333984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21216 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294189 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.667969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.648926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.04102 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.39111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0649414 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.25415 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 364.00us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.38501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 864ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.200928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.351074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.737061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.717041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.600098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.309814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0549316 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.802979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.174805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.78394 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.322998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.122803 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.536865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.259033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18384 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.54004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.406982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.91113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.146973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0231934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.896973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.08813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.16504 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.49487 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.66382 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 356.49us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.38501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 704ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.164795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.345947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.387939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.312012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.750977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.664062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.657959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.336914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.313965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.211914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0961914 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13696 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.187012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.158936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.362061 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.271 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.300049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.56812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.683838 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.746826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.6228 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.44409 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.71191 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 405.68us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.435059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 551ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.192139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.50415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.429932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.677979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.653076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.62207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.414795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0332031 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.577148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.111816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0681152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15015 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.202148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.187988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.964111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.387939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.823 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.388184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.88696 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.140869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.916992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.05786 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.01001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15112 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.59009 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 436.43us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.468018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 913ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.172852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.376221 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.386963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.429932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.829102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.76001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.356934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20801 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.256836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.550049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.147217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.460938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1311 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.64917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.198 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.61011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.29614 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.82593 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 399.13us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.466064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 831ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.470215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.379883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.453857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.03394 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.669922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.159912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.877197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.86499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0441895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.915039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.237061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.210938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0939941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.69995 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.221924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.184082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.896973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.82983 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81494 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.356201 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.101807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.365234 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.85107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.389893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.921143 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.964844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.87012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.06104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0859375 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.79712 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.21387 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 397.60us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.448975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 842ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.199951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.4729 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.315918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.959961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.158936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.978027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.457031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.519043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0251465 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.95093 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.416992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0471191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.954102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.23291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.25415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0849609 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.84302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.23291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.218994 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.9021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.371826 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.161865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.4021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.08203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.358154 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81714 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.422852 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.01099 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.393066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.90503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.904053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.991943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98608 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.22095 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.32202 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 478.07us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.515869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 678ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.175049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.334961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.729004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.590088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.203857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.674072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.337158 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.24683 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.266113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0461426 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.577148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0688477 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.578125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.317871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.370117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.662842 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.19189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.590088 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.122803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.165039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.501953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.57202 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.191162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.928955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.00806 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.41211 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0378418 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.72705 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 344.80us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 548ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.299072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.238037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.692871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.862061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.426025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0241699 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.348145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.588867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.170898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.131104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.75293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.381104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.32007 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.116211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.657959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.331055 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.30591 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.298828 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.640869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.653076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.23608 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.89502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0688477 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.45605 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 328.86us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.351074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 559ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.35083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.441162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.596924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.46094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.586914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0808105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0678711 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.950928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.161133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.140869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.314941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2439 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0632324 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.646973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.21802 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.62695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0661621 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,2.40796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.21094 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 338.95us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.362061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 641ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.122803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.338135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.345947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.781982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.680908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.599854 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21704 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0319824 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.592041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.174805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0969238 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.93994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.188965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0361328 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.175049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.880859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.151123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.51001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.96094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.410889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.647217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.676025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.55591 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.22217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.95117 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 313.53us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 481ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.275879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.687012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.580078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.588867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.312012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.190186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.88794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.227051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.224854 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.893066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.143799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.352051 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.93115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.377197 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.7959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.03516 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02808 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.8291 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 335.28us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 507ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.233887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.689941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.589111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.171875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.338867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.255859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.251221 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0490723 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.1521 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.595947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.373047 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27295 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10181 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.682861 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.664062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.15991 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.99585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0688477 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.27905 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.56396 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 455.11us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.483887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 503ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.327148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.351807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.945068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.842041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.149902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.824951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.409912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.28979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.37915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.570068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.230957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0930176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.173096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.574951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.324951 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10376 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.132812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.393066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0998535 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.353027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.5249 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.289062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.656982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.677979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.12988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.2251 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.26709 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 323.66us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 581ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.318115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.737061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.623047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.214844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0141602 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.706055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.423828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.430176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.027832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.287109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0532227 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.60791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.58594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.156006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.636963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0842285 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16577 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.324219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.321045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20483 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.287109 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.43018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.28589 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.710938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.666992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.0459 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.29517 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 404.74us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.348877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.672119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.562988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.61377 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.24805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.407959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0891113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.603027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.214111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07397 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.134033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.25293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14087 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.324951 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.653076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.673828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0561523 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.85181 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.87793 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 383.90us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 603ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.286133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.214111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.537842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.88208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.761963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.176025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.658936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.264893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0432129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.223877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0769043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.46387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.190918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.863037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.335938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21997 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.354 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.316895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.697998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.824951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15112 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.65381 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 355.79us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.381104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 812ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.440186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.404053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.743896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.71582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.184082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.746094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.27393 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.983887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.229004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.187012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.67798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.224121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.205078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.385986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25903 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.371094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.376953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23608 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.38501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23804 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.898926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.772217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.48999 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.53394 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0949707 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.47998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.18799 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 400.33us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.427979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 432ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.203857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.48999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.336182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.426025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.87207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.729004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.685059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.499023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.426025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.026123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.93506 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.423096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0471191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.718018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.186035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.172119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.102051 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.24194 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.228027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.217041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.586914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.346191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.353027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.352051 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.355957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20093 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.406006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25513 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.825928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.782959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.11597 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.49805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.13208 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.26685 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.73218 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 383.79us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.411133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 723ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00317383 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.440918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.350098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.310791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.775146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.658203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.628174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.264893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.1748 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.265137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.133057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0632324 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.284912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.333008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11987 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.655029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.661133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97705 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.31104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.78906 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 325.24us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 648ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.133789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.318115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.242188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.295166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.709229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.587891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.240234 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0151367 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,5.54102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.413086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0471191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.665039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.239014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.234131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0859375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.37378 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.233154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.182129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.626953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0817871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.349854 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19409 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.404053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.371826 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.51685 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.132812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.349854 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.448 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.290039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20386 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.660889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.664062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.03491 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18091 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.42505 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 380.25us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.405029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 618ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.323975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.37793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.672852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.591064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.197998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0178223 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.425781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.330078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.84692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0280762 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.554199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0969238 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.175049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.189941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.390137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.79785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35083 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.63306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.290771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.653076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.662109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.0249 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.30786 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.87085 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 320.97us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 484ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.304932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.684814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.586914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.635986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.38501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.29199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.372803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0600586 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.886963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.178955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0639648 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.125977 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.537109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343994 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.341064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.364014 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21606 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.697998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.00806 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.62207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.065918 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.2312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.21997 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 330.52us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.352783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.233154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.304199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.795898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.756104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0112305 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.764893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.568115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.159912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.178955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0800781 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.19116 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.217041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.36499 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.61084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.390137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19678 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.318115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.912109 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.994141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.32983 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.44995 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.18408 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 362.96us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 503ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.322998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.715088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.574951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.173096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0141602 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.646973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.287109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.431885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.39282 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.462891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.117188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0681152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.556885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.46802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.349121 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80713 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.121826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.408936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.61499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.384033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.98901 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.406006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.027832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.944092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.17017 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.52295 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0761719 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,2.1062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.34692 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 387.34us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.414062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 820ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0351562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.36499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.291016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.859131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.805176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.993164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.431885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.313965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23315 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.66797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.164062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.99487 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.9729 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.625977 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.96777 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.591797 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.79517 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.176025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.413086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.73511 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.355225 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.91602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.648193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.650879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.30908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.01611 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 312.08us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 622ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.241943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.320068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.692871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.686035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.187012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.918945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.365967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.309814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.265869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0461426 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.530029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.293945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.1521 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0351562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.423096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.925781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.424072 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.142822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.303955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.639893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.643066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98413 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.84302 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 306.38us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.329102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 324ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.317139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.697021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.583008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00585938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.639893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.291016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18091 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.266113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.562012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.145996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.556885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.404053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.19604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.645996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.09204 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0378418 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14478 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.84619 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 315.01us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.336914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 533ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.316162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.298096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.692139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.596924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.615967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17407 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.026123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.556152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.186035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.124023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.531982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.63501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.666992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35522 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.94287 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 319.97us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.339844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 570ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.314941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.26416 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.37915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.760986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.74292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.258057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18701 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.318115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0371094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.548096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0678711 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.296143 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.363037 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.79004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.364014 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2749 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.775879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.702881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.35596 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0559082 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.03979 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 504.01us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.614014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 875ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.027832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.233154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.279053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.817139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.911133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.416016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.87207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.412109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0480957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.295898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.227051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.124023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.2168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.147217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.602051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.319092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.306152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.355957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.776123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.697021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.75391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.073 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0891113 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.88208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.20312 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 426.61us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.487061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 2.06us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.46582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.450928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.505859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.02588 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.807129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.780029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.332764 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.446045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.91211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.457031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.046875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.02905 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.170898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.196045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0671387 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08716 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.677002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.140869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.437988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.289062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.646 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.833984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.894775 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.27808 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.43311 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.09497 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 422.92us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.486816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 503ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.208008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00317383 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.740967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.7771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.654053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0339355 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.20117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.373047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.843018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.169189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0888672 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.98608 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.544922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.390869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.327148 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.648926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.668213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0368652 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.15991 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.39087 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.31885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.00293 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 336.35us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 440ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.283936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.243164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.439209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.740967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.03589 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.246826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.265137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.092041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.29297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.207031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.318115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.64917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.570801 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.286865 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.640137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.31201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0378418 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.24487 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 381.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.407959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 607ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.157227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.308838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.263916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.718018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.658936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.591064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.385986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.26196 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.407959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0539551 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.593018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.196045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0969238 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.1189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.311035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.339111 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.465088 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35791 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.648926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96411 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.427 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.065918 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.37817 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 380.47us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.407959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 458ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.244141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.426025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.326904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.750977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.784912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.012207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.698975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.36499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0300293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.257812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.554932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07886 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.141113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.699219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.34888 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.53882 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0710449 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.31787 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.6001 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 397.05us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.426025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 723ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.454834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.339111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.694092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.656982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.383057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.50708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.609863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.167969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.647949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.303223 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.346924 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.95093 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.576904 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.04004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.137207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.00293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.05518 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.13696 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0561523 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.38208 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 413.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.440918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 533ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.318115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.683105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.576904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.907959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.322998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0510254 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.568115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0678711 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.1189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.156982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.562988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.335938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.341064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.510986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.34619 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10718 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.647217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.674072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95801 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.86597 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 352.24us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 436ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.146973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.329834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.71582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.561035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.594971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.308838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21997 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.953125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.243164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0678711 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.027832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.141113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.546875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.316162 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.386963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.395996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.489014 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0197754 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.635986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.653076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.06494 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.82007 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 316.85us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 611ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.168945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.285156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.300049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.327881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.677002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.606934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.242188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.543213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.58496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.177979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.948975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0808105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.341064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.71313 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.307129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37915 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.72998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.689941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.604 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.47119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0478516 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18481 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.15503 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 411.76us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.437988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 585ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.383057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.702881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.557129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.600098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23901 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0500488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.958984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.315186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.150146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.567139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13403 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.399902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.62695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.717041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.701904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.43604 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.30908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0710449 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.98901 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.84497 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 335.21us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.355957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 585ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.241943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.408936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.765137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.759033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.188965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.012207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.679932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.307861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0141602 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17285 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.319092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.562988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0810547 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.56689 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.263916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.199951 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.648193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.3479 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37793 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.400146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.362061 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.713135 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.687012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.13403 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15112 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.83594 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 309.83us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 518ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.304932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.223145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.277832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.59082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.378906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.359131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0251465 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.60498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.393066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0368652 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.167969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.586182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330811 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.391113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.438965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.359863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20483 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.116211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13892 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.636963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.20898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.21191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.06787 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 383.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.411133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 678ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0141602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.127197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.371826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.909912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.686768 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.843994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.427979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.74902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.418213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0371094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.868164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.201904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.192139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.67603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.235107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.545166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.331055 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.323975 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16919 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.316162 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0632324 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.698975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97485 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.39209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.88599 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 315.45us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.337891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 704ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.667969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.577881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.604004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.374023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.29517 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.697021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.185791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0861816 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.74316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.296143 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.131104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0769 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.064209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.643799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.658936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.32202 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0407715 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.27295 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.14502 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 421.09us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.48999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 674ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.230957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.436035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.673096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.570068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.593994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.374023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.2019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0510254 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07007 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.532959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343994 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17114 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.306152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.355225 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2439 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.767822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.670166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.44702 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.448 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0549316 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.21606 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.18701 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 374.76us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.406006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 589ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.295166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.295898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.970215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.778076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.914062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0178223 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.85083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.387939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.026123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.13916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.168945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.123047 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.0271 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.195068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.185059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.878174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08716 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.645996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0297852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.01196 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.48779 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 342.04us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 637ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.235107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.973877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.714844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.189941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.665771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.528076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.34082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.2168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.318115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0529785 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.609131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.218018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.10498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.16699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.191895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.178955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.591797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.383057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21411 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.341064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.61792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.227051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.368896 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.91016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.531982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.665039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.646973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0378418 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14185 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.42017 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 405.42us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.437012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 775ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.169922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.580811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00585938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.239014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.2312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.560059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0688477 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.563965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.6521 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.08398 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.74487 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 312.07us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.339111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 477ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.298096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.76001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.657227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.630859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.258057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.276855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0480957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.565918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13403 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.166992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.579834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.328125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19409 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.296875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.656006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.649902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98804 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.354 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15015 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.78198 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 314.33us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 607ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.256104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.355225 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.758057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.679932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.603027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0187988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16284 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.065918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.134033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22388 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.258057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.07983 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.666016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.664062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96899 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1731 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.71997 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 401.27us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.427979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 488ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.712891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.666016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.609131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.297119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.295898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.141113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.530029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.07593 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.308838 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17212 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.308838 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17407 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.684814 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.730957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.21899 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.48096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0598145 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.80713 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 315.00us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.336914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 1.05us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.315918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.720947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.127197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.622803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.326904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.291992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.299805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0361328 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.567871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.156982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.592041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.350098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.308105 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.027832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.760986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.721924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.27686 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38989 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.5 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 344.75us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.39502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 801ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.439209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.294922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.348145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.964111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.739014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0112305 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.888916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.39502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.579102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.165039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0861816 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.1189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.445068 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.0769 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.197998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.95801 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.86108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.378906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.439941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.943848 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.07788 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.73682 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.98511 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0839844 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.79297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.29102 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 379.46us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.406982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 738ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.139893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.318848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.698975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.618164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.602051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.546875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0769043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07886 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.146973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.255127 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.338867 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.651123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.679932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02393 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.91895 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 321.63us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 607ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.450928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.815918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.788086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.285889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.713867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.269775 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.314941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0500488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.561035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.149902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0891113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.78809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.203125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.156982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.547119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.324951 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.682129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.691895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.9812 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.27295 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 321.14us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 495ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.285889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.703125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.572998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.634033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18384 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.269043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0490723 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.600098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.194092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0639648 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.133057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.574951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.435059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.56909 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.390869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.88599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.374023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.98706 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.741943 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.739014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.44604 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37183 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0620117 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16406 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.90405 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 307.27us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.329102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 495ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.304932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.245117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.728027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.62793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.606934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18506 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.558105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.17114 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.548828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08618 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.856934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.868164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14185 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.97998 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 350.02us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.373047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 633ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.438965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.298096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.286133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.913086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.734863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.439941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.01709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.414795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0759277 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.902832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.190918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.567139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.141846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.572998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.00488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.528076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80591 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.351074 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.68018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.333008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.68286 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.841064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.907959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.06104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.42798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.57104 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 448.53us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.478027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 615ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.327148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.291992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.729004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.594971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.352051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.465088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.33203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.345947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.588135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.128174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.186035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.888916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.358154 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.51782 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.374023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18311 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.348877 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20093 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.298096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.744873 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.762939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.23413 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0551758 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.86499 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 321.25us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 570ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.306885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.256104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.286133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.687988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.602051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.266113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19287 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0300293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.592041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.197998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0852051 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13989 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.183838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0378418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.191895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.63208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13696 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20605 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.425049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.35107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.334961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.44092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.785156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.684082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.42505 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.65503 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 471.68us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.503906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 764ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.312012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.687988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.13916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.285156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.245117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.537109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11377 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0671387 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.537109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.332031 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20508 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.07886 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.655029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.673096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.22388 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.90894 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 308.72us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 1.07us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.346191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.697021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0141602 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.623047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.359863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.258057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.34106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.23584 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.046875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.921875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.14917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.118896 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.84692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.59082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.299072 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.318115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.95703 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.681152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.07886 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.914062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.0791 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.42798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0681152 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.91699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.68579 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 313.06us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.335205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 540ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.317139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.351074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.995117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.824219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.152832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.638916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.263916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21606 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.569092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.22803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.242188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.196045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.62207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.395996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.298096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.300781 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.34399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.98291 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.73999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.36597 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0620117 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.20581 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 390.68us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.415039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 481ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.293945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.253174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.718018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.591064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.266113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0539551 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.591064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.149902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0761719 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.027832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.159912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.62695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.162842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.393066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.03687 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.424805 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80713 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.176025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.696045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.640869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.18115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.39893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.55493 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 433.42us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.460938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 492ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.376953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.438965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.969971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,2.2312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.146973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.927002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.37793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0197754 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.73901 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0510254 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.816895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0910645 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.35107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.197021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.190918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.614014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.395996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21997 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.369141 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.112793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.381104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.71387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35791 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.92188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.394043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.86011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.141846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.989014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.54419 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.70581 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.79492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.74023 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554007000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 423.39us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.451904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 622ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih0iw0,0.0222168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.173096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.445068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.453125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.393066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.788086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.666992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.188965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.012207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.864014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.384033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.311035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0187988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.79077 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.348877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0559082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.926025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.223877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.263916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.101074 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.854 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.219971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.181885 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.848877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.122803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.436035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.61719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.439941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.39307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.344971 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.3291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.323 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.356934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0351562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.914795 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.00488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.02808 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.84692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0639648 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.78198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.27393 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558007000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 424.17us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.479004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 946ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0229492 2018-05-07 23:29:57.054898: I tensorflow/tools/benchmark/benchmark_model.cc:357] count=156 first=75339 curr=74679 min=52723 max=93491 avg=64348.4 std=7935 2018-05-07 23:29:57.054951: I tensorflow/tools/benchmark/benchmark_model.cc:323] Running benchmark for max 1000 iterations, max 10 seconds with detailed stat logging, with -1s sleep between inferences mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.165039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.337891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.406982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.984863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.714111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.164062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.583008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.297852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.723145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20508 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.352783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.154785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.189941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.116943 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.85913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.170898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.156006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.596191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.308105 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.318115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.318115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36792 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.39282 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.311035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18286 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.23096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.56787 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.96997 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0571289 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.74805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.11304 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355431b000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 411.53us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.442871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 682ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.2229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.437012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.311035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.424072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.991943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.77002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.916016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.495117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.07202 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.87207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.185791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0639648 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.151123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.141846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.666016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.328125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0852051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.336914 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.314941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.308105 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.356201 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19385 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.00781 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.73999 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.92407 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0678711 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.83081 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.59814 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554316000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 408.52us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.435059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 585ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.231934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.50415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.458008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.05493 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.989014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,1.15112 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.50293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.327148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.207031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.208008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.163818 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.593018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.378906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19409 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.316895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.319092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.28101 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.317871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.340088 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17017 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.691895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.744873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.73608 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.22412 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0810547 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,2.18799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.29102 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558156000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 361.03us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.38501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 525ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.329834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.865967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.678955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.63208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.361084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.454834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.88794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.38501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0500488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.566162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.179932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.197998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0898438 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.24902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.161865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14917 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.562988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.3479 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.28394 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.298096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.65112 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.74902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.01196 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.29907 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.50415 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.95898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0649414 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.80298 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.79614 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f35542fb000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 445.00us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.47583 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 771ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0368652 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00317383 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.374023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.266846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.453857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.829102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.811035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.858887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.376953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.382812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,3.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.401855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0471191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.874023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.258057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.079834 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.25195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.202148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.685059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0998535 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.424072 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.30493 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.256104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.446045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.28711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.152832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.438965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23218 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.541016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.48682 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.64502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13623 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.88208 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.897949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.28491 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.68408 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.065918 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.76514 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558070000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 587.90us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.618896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 551ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0378418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.254883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.470947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.378906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.669922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.812988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.225098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.88501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.392822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.268066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.83301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.396973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0568848 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.20483 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.216064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.184082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0820312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.78101 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.214111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.210938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.923828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.134766 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.620117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.88794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0742188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.361084 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.20093 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.139893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.78882 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.361084 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.86182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.163818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.989014 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.965088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.07202 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.3501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0639648 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.81494 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.53198 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554002000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 383.61us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.408936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 771ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.142822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.339844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.231201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.431885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.701172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.179932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.635986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.315186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.300049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.68286 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.390869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.586914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.173828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0900879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.51587 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.204102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.201904 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.359131 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.70508 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20605 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.406006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.407227 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.772949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.710938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.8938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.43506 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.66919 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558073000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 427.60us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.453857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 548ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.172852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.330811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.335205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.779053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.647949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.626953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.323975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.355957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.329102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0441895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.193115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0849609 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.31519 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.143066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.737061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.358154 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.42993 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.169922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22485 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343994 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.106201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.424072 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.66797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.353027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.09399 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.48511 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.53784 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.33496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.69189 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558071000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 331.20us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 495ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.219971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.510986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.38501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.374023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.874023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.828125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.229004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.00195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.517822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.47998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0432129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.68896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.436768 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0588379 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.623047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.148193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13208 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20288 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.391113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.74512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35083 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.329834 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.733887 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.698975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.6499 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.70898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0778809 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.25781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.70996 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f35542d6000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 348.65us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.374023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 522ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.00976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.295898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.704102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.60498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0141602 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.639893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.25317 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.314941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.553955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.165039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0808105 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.321045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.604004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.386963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.333008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.55591 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.079834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.308838 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24487 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.653809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.84888 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.78613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0681152 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.32788 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.32007 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554046000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 325.12us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 693ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.210938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.418945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.373047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.941895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.658936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.636963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.334961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.84302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.399902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0490723 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.544189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.187012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.171875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.143066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.614014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.339844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.61987 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.179932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.404785 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.3269 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.788086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.77417 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.27393 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.89111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0649414 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.28101 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.302 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806e000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 327.62us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.351074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 410ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.338867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.328125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.405029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.859863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.19702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.151123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.709961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.531982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0388184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.45801 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.491943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.161133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0678711 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.61499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.14795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.201904 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.697021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.518066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.95288 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.520996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.161133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.529053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.62598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.318115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.36304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.190186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.561035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.027832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.930176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.14795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.9729 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.26392 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.58984 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554028000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 413.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.474854 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 626ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.351074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.670166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.816895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.379883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.28003 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.770996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.312988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.161865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0900879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.89014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.218018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.179932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.914062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.398926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.29785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.168945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35791 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.406982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.48413 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.437988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.43286 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.296875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.47998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.939941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.941895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.73511 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.95288 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0620117 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.80591 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.09497 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355805f000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 452.72us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.516846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 641ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.371826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.423096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.977051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.694092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.676025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.334961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.26514 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.052002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.684082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.187012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0991211 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.30908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.181885 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.654785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.333984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.437988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.413818 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.354004 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21313 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.140137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.403809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19507 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.843994 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.846924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.30396 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0581055 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.48096 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355409d000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 440.70us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.468994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 816ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.182861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.39917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.328125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.821777 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.813965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.186035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.697021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.437012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.318848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.26709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.376953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0510254 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.600098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.16284 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.177002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.701172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.354004 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.259766 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.797852 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.841064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.63306 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.46509 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17407 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.17188 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355406a000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 443.13us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.511963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 544ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.279785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.75293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.592041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.61499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13696 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.141113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13013 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343994 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.42603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.397949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19507 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.290039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.03906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.05298 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.78003 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.56714 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15283 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.09082 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558053000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 329.96us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 481ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.243164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.314941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.628906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.526123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.205078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0791016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.87207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.172852 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.188965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.38623 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.98315 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.345947 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.82178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.444824 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.05786 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11987 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.688965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.666016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.1731 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.42285 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0517578 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.2229 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554012000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 426.65us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.481934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 630ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.221924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.617188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.370117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.362061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.708984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.14917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.05713 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.365967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.78394 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.39502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.157227 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.268799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0871582 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.02197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18506 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.171143 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.439941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.05103 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.201904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.422852 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.03296 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.196777 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.47998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.02002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.426025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.96387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.361816 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.46216 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.910156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.98584 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.67407 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0700684 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.40308 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558071000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 371.41us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.399902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 1.25us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00415039 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.37793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.302979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.737793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.614014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.648193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.293945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.319092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.2998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.291016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0651855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.133789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.10083 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.1311 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.175049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0732422 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.342041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0827637 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.349121 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.391846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.77002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.170166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.309082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279785 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.638916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.665039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14819 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.22217 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355809d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 317.95us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 536ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.181152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.687012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.798828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.599121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.255859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.256104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.2168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.257812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0490723 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.82593 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.231201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.228027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.621094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.07788 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.295166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.72998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.783936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.94287 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.76587 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554018000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 328.80us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.35083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 540ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.197021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.430176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.328125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.718994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.561035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123779 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00585938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0168457 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.25488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0300293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.530029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.612793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08618 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09619 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.284912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.647217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.666992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.0249 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.14893 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355801e000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 319.66us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 495ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.309814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.684082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.573975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.182861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.62085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.269043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17407 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.0791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.145996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.331787 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.635986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96313 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.36816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.85986 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554039000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 322.16us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 410ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.293213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.247803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.27417 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.699951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.588867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.254883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.247803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0288086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.112793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0632324 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.144043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.547852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0742188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.646973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.692871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.25293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.42993 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.97803 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558063000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 344.70us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 630ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.167969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.297119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.412842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.85083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.936035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.734863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.338135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.256836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19287 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.256104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0751953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.132812 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80713 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.349121 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.55884 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.290039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.643066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.64502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.09009 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.98511 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355406e000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 323.42us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 1.36us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.298096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.361084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.758057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.560059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.604004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.140869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0810547 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.20996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.152832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.277832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.6521 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.657959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.76001 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558033000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 334.43us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 559ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.238037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.376953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.721924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.592041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.585938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.253174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.158203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.134033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18579 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.630859 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.651123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.06079 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.28101 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554039000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 319.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 551ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.677979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.565918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.621094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0197754 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.531982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07886 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.157959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.556885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27417 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.356201 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.648926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.93506 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.32397 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0380859 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.76611 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355810d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 322.70us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 652ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.241211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.268066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.698975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.735107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.59082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.262207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0158691 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.22388 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.264893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0251465 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.545166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.638916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.643066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96997 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.32007 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0368652 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.13379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.9519 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355406c000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 315.35us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.338867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 808ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.302979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.676025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.572998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.62207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.254883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.285889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0300293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.525879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06616 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.12793 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.255127 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.554199 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.575928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.480957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.651123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.666992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95288 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.95605 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558151000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 347.74us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.383057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 708ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.232178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.684082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.626953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.173096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.909912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.327148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.27783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0581055 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.609131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.186035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.78296 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.154053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.734131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.307129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19409 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.38916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.85498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.382812 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.87402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.89502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.863037 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.01392 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.00488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.28711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.76489 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,10.0789 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355406e000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 428.26us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.491943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 682ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.46582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.390137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.360107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.706055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.671875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.602051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.352051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.263916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0197754 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.37793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07202 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.159912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.336914 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.361084 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20386 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.295898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.63208 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.63501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.93799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.13599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.14111 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554031000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 311.57us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.334961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 551ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.322998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.243164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.734131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.613037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.256836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.247803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0288086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.555908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0688477 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0998535 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.140869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.060791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.648193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.84302 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558033000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 311.96us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.334961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 373ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.299072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.712891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.609131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.46606 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.428955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.31592 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.415039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.556885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.169189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0698242 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.188965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.88208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.284912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.662109 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.677979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0351562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02295 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14282 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.875 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355818b000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 325.20us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 525ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.275146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.698975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.559814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.626953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08618 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.144043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.060791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08716 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.640869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.6521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95703 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0361328 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14282 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.0061 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355406d000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 316.22us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 525ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.320068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.230957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.738037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.570068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.60791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23315 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.267822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0300293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.553223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.143066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.550781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.284912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10718 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.287109 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.646973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.658936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0588379 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.90283 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355809d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 325.96us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.352051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 499ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.323975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.236816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.761963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.556152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.612061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0168457 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0471191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0761719 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.568115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.255859 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13892 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08716 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08618 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.661865 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.644775 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.04102 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0549316 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.8291 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554072000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 305.91us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 440ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.312988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.279053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.694824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.594971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.238037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.562012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.131104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.533203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.647949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.650146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97778 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.94604 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558068000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 322.17us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 581ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.35083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.713867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.634033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.287109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.553955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0688477 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.321777 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279785 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21509 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.652832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.661133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97705 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.19702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.77783 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554072000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 310.75us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 816ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.313965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.233887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.548828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.606934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.296875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0251465 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23706 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.266846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.570068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105225 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.175049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.559814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.259033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0632324 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.649902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.657959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0361328 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96899 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.72485 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558065000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 336.42us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.359863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 563ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.451172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.736084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.579102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.605957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.285889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.298096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20508 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.526123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06299 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.12793 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21118 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98999 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14722 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.82886 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554071000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 332.09us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.355957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 492ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.235107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.27417 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.713135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.580811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.612061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0151367 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18701 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.266846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0952148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.155029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.548096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.652832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.691162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97803 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.88501 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355802c000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 315.13us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.338135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 499ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.237061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.699951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.578125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.623047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.273193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.26709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17993 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.026123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.548096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.144043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.658203 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.650879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98022 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.89502 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558069000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 317.39us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.337891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 544ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.138184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.315186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.692139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.586914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.593018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0187988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.544922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0649414 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08081 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.544922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.50293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.568848 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.494873 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.667969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.653809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.17383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.89087 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558061000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 297.59us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 510ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.138184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.328857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.236084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.696045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.624023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.295898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.2439 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07007 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.060791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.650146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.664795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98999 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35718 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1228 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.70093 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355406d000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 324.38us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.350098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 503ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.244873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.275879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.705078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.573975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.600098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.553955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.136963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.544189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10181 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.6521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96606 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.323 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.19019 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806e000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 303.75us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 518ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.326904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.236084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.671143 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.561768 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00585938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.602051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16406 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0380859 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0698242 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.53418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0769 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.630859 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.671143 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98706 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.81982 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554073000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 320.81us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.339844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 659ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.361084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.229004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.297119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.720947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.649902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.247803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.245117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0371094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.526123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0681152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.124023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.531982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.63916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.64502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.05811 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.51001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.09497 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558033000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 310.77us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.329834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 514ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.188965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.618164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.248779 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.580078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0698242 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11279 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.143066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.546143 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.651123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.665039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.05493 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38892 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.78003 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355406e000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 317.18us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.34082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 536ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.167969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.316162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.245117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.731201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.593994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.262207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0178223 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.535889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0732422 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.657959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.93896 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.31494 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17407 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.87207 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355809b000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 305.46us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.328857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 544ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.245117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.331055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.591064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.527832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.129883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.535889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10181 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.641113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.64502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0322266 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.854 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355803a000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 299.61us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 421ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.277832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.235107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.707031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.555908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.593994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259766 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.239014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0461426 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.535889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.13916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11377 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07202 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.182861 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.841064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.307129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.73804 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.530029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.362793 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.77002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.35498 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.76392 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.358887 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.77808 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0222168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.927002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.941162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.73901 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.16113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0808105 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.77515 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.91797 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806b000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 371.04us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.423096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 775ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.244873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.427002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.315918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.945068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.681885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.876953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.323975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.80103 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.336914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.851074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.200928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0859375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.69385 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.196045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.186035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.85498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.362793 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.46509 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.309082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.344971 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.303955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.334961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.663086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.669922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.28613 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.03711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0769043 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.87109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.12305 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355404b000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 354.14us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.4021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 644ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.167969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.269043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.224854 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.670166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.556152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.569092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.312988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.518066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.05396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.120117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.523926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.259033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.073 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.650146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.649902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95801 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.31201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.84302 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355406e000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 315.47us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 428ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.719971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.727051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.604004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.308105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.45605 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.28418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.553955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.065918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11987 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.1521 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.25708 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.564941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19678 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.633057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.30884 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.295898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.717041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.692871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.14819 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.31885 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558072000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 329.31us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 529ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.336914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.703125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.630859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.666016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.326172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.032959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.44189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.533936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07788 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.143066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.633789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.335938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0817871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.306152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13403 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.687988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.694092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.21411 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.39307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.35986 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558073000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 341.89us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.368164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 522ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.177002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.312012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.265137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.728027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.639893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.169922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.601074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.287109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.310791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.308105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.546875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.140137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.296143 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.317139 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.345947 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.680908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0378418 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.93408 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554034000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 320.51us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 577ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.315918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.687988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.573975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.603027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.285156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17993 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.530029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.139893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.547852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.32495 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282227 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.642822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.633057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.9939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.71289 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554029000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 318.98us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.339844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.299805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.244141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.573975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00585938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.60083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.563965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.145996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.546875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.060791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.641113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.662109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96118 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.39404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0407715 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.75806 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558068000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 312.28us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.334229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 481ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.307129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.583008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.574951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.243164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0158691 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.14478 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.269043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0698242 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07202 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.25708 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08179 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08716 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.060791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.6521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96289 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0368652 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.68286 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554029000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 306.15us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.326904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 1.13us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.329102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.236084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.718018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.579834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.609863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0141602 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.026123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.568115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.548096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.320068 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.645996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.665771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.80908 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558034000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 323.43us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.345947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 533ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.318848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.680908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.575928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.608154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.266846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.544189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.141113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.644043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.660889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96509 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.74609 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355401d000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 320.59us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 596ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.312012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.275879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.766846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.562012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.612061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.242188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19897 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.140137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1228 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10278 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.643066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0368652 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.75806 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558068000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 304.81us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.328125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 481ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.141113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.328125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.257812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.688965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.556152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.586182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.265137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.245117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17407 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0461426 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.159912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07397 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.251953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.655029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.646973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96411 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.92407 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554045000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 315.18us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.334961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 715ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.187012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.307129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.239014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.706055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.593994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17285 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.262207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.544922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07886 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11377 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.133057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23804 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.635986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37183 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.81104 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806e000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 327.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 559ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123779 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.309814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.236084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.703857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.610107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.27124 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.267822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19214 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0288086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.548096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10181 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.319092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.665039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.052 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.80884 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355403e000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 322.92us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.345947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.328857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.239014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.72998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.558838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.610107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.264893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23389 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.283936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.046875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.547852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0717773 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.142822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.300049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.659912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96704 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.90088 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554037000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 321.50us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 570ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.702881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.594971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.60498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.244873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0168457 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0280762 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.557861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.134033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.288086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.660889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.651123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.00708 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38013 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.90088 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355803a000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 323.76us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.347168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 563ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.313965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.693115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.563965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.605957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.547852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.553955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.664062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.720947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.01196 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.37207 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558062000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 410.99us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.474121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 764ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.447998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.437012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.309814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.739014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.783936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.839111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.297852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.537109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.12915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0810547 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.544922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.284912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13892 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.641846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02686 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.81494 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554033000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 317.47us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00292969 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 522ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.28418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.678955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.586914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.117188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.589844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0222168 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.111816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13208 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.53418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.541016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.563965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16406 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.544922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.300049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.686035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.700928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.15698 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.39307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.95703 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558016000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 330.42us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.352783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 499ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.178955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.0012207 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.316895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.677002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.574951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.573975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17383 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.266113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13208 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.07983 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.685059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.646973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98608 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.79395 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355409e000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 315.22us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.338867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 406ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.239014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.684082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.573975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.116211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.570068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.244873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0187988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.536133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06909 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.134033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.535889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.650879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.647949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97803 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.83398 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806c000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 311.58us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.335205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 600ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.298096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.266846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.687012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.548096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.60498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0280762 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.556152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0649414 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10718 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.286865 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.6521 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97192 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.82397 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355405b000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 323.17us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 514ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0112305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00317383 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.331055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.254883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.277832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.700928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.555908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.597168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.258057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18481 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.273193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.112793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.0752 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.128906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.536865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.286865 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.645996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.969971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95508 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14819 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.86304 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554061000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 307.23us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.329834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 637ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.167969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.279053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.231934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.686035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.591064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.578125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.275879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.244873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0178223 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.032959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.544922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08081 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.133057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.535156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315186 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0517578 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.657959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.660889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98999 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15283 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.82593 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558071000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 302.92us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 484ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.308838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.693848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.580078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.637207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.286133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18384 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.255859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.531006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06592 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.259033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15015 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.289062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.649902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.661133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.73291 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558056000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 313.91us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 600ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.168945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.287842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.275879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.675049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.563965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.575928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0158691 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15015 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0358887 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0698242 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07593 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.535889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09619 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.643066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.638916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98315 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14185 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.79883 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554030000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 312.43us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.334961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 551ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.308838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.237061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.307861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.687012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.577881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.247803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0158691 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.248779 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.027832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.528809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.141113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.544922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.326904 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.660889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0361328 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.71191 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 295.83us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.318115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 488ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.160889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.244141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.713867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.570801 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.624023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.230957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.545898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.140137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.544922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.645996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.00317 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33716 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.12817 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.92993 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554072000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 327.74us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.35083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 518ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0112305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.317871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.244141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.699951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.573975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.604004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0280762 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.550049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0888672 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.132812 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.060791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.63916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.665039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97607 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.88306 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554072000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 333.90us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.356934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 611ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.330078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.236816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.677979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.560059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00585938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.589111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.29102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.281006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.111816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.49194 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.633057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96899 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35278 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0478516 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.81592 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554050000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 307.72us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.330811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.149902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.326904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.723145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.656982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.61499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.244873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.560059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0432129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.314209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.656982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.654053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.09009 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.78003 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355805a000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 316.13us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 507ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.315918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.238037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.275879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.711914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.606201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.247803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26416 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.547119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.149902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.546875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.299072 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.662109 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.669922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.04102 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38403 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.86914 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558056000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 309.71us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 592ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.336914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.273193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.707031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.614014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16382 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0849609 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.150146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.064209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.259033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.654053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.653809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.79102 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355804e000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 321.81us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.350098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.275146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.709961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.565918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.641846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.279053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17285 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.560059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0681152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.143799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.550049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.669922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.650879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95508 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.8291 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355804b000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 325.17us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.347168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 671ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.170898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.311768 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.293945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.677002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.568115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.595215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0151367 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17212 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.263184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0268555 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.547119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0649414 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.191162 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.145996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.593018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.28687 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.368164 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.289062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.652832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.650879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96509 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14478 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.79907 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355404f000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 321.89us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 503ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.456055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.404053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.313965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.72998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.686035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.633057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0480957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.568115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0688477 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.290039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64917 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95679 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.72803 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554044000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 319.61us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.344971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 570ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.330078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.744873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.644043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.641846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.313965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.692139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.151123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.139893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.141846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.588867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13696 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.319092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16187 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.323975 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16406 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14087 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.341064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17383 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.738037 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.709961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.48193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.8042 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0881348 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17285 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.12183 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355809d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 391.23us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.425049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00219727 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 570ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.464111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.317871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.39502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.12012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.835938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.170898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.915039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.93213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.488037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0478516 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.219971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.201904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.82397 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.214111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.163818 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.926025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.613037 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22607 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.34888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.403809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.682129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.674072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.57812 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.53296 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0900879 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.20312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.75586 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554072000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 317.75us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.337891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 525ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.161133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.330078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.275879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.694092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.567871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0112305 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.604004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17017 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0461426 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.530029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.531982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14819 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14819 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.064209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.289062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15381 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.666016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.667969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0361328 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.00195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.02417 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355804c000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 314.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 592ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.314941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.73999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.577881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.606934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.312988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.561035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0771484 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.140137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.156982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.596191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10278 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.665039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.700195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.62695 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554072000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 406.91us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.470215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 540ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.218994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.452881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.365967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.684082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.580811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.178955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.724121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.265137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.367188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0222168 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.288818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0500488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.555176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0800781 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08716 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.135986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.306885 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0808105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.309082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.311035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24194 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.684082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.683105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.18506 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.46094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0571289 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.22583 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.87598 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558063000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 430.43us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.496826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.181885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.429932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.297119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.348877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.968994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.720947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.862793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.363037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.81006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0380859 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.941895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.315186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.097168 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.313965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.195068 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.05298 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.374023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.140869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.317871 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304199 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.358154 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.363037 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.993896 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.976074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.87183 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.46802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0949707 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.83911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.58105 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558021000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 363.47us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.38916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 615ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.231934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.456055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.309814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.865967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.04102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.653076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.618896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.21094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.468994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0432129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.605957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0678711 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08179 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.143799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13013 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.325195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.84399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.314941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1272 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.651123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97192 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.74097 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.09399 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355405c000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 336.24us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.355957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 559ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.173096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.296875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.285889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.678955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.572021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.590088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.324219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0151367 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0358887 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.554199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.065918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.134766 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.307861 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.643066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.666992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02881 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38696 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.06494 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558073000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 323.81us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.346191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 536ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.277832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.265137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.723877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.62085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.5979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.046875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.531006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.073 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.561035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09985 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.677002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.671875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.12085 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0371094 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.26685 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554052000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 316.33us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 603ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.208008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.323975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.291016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.688965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.562988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0112305 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.266113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17383 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.275879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.529053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.159912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.27905 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13208 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.531006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.060791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.064209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.351074 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13696 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.646973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.665039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95923 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0378418 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.073 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355404c000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 331.35us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.358154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 611ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.298096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.244873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.591064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.595947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.272217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.256836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0268555 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.535889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.065918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.558838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304199 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.307129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.64209 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.06519 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.83496 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558060000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 308.21us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 622ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.189941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.304199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.291992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.675049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.601074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.263916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.269043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15894 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.266846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.046875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0778809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.147949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.545166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.298096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.709961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.680176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.01392 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33081 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.83203 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554041000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 386.57us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.412842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 719ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.329834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.700928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.631104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.595947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0241699 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.307861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.641113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.187012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0778809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.130859 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.299805 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.640137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.675049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.95605 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.77612 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 402.26us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.435059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 764ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0141602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.350098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.356201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.843994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.662109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.167969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.98999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.35791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.327148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.94092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.412109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0549316 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.943115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.254883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.136963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.90796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.246094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.950195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.467041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.378906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21704 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.39502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.940918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.01196 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.2439 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0349121 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.12598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.04688 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554034000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 376.11us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.407959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 641ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.279785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.731934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.573975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00878906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.61792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.264893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.39111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.579102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.107178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0800781 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.141846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.287842 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.288086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.28418 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.641113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98584 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.81689 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558060000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 305.47us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 518ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.309082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.231201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.718994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.568115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.623047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.248779 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0158691 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17114 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.294922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.046875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.276855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0849609 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.24805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.212158 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.154053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.782959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0808105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375977 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.300049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.310059 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.665039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.682861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.00708 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.5 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.2478 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.17798 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 350.76us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 518ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.26709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.396973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.770996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.628174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.193848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.660156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.443115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.026123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.87109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.37915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0688477 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.855957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.079834 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.71289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.200928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.938965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.389893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.88306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.373047 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.127197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.385986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.85107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.395996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.79297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.370117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.77808 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.897949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.975098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.44116 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.86987 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0678711 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.78296 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.58398 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554073000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 438.37us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.497803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 946ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.225098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.515869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.422119 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.403076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.959961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.73999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.903076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.320068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.347168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.87109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.329102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.946045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.203857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0888672 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.81104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.202881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.254883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.908936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.413818 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80981 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.117188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.40918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80591 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.116211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.417969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81714 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.425049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.422852 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0222168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.934082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.99585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.56592 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.94995 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0568848 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.75806 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.94409 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558052000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 415.64us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.471924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.208008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.322998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.352051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.09814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.788086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.157959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.649902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.356934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23608 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.38208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.866943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.243164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.235107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0930176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.82495 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.283936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0378418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.191895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.905029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.356934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.8479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.356934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.06201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36499 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.88208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.369141 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.85693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.297119 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.643066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96802 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.32886 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0380859 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.02905 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558071000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 314.76us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.337891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 611ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.233154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.28418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.679932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.563965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.591797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0300293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.5271 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06909 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.131104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.528076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.302979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.337891 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.344971 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.67212 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.664062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.660889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.99292 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.92505 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558044000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 321.67us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 611ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.237061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.678955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.586914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.535156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06616 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.136963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.533936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.07593 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.314941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.641113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98999 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0388184 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.19702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.98218 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554032000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 312.93us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00219727 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 533ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.279053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.234131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.685791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.567871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.582031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.026123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.528076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.0791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.131104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.534912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13989 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0661621 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.299805 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.28101 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.633057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.659912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.93188 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.854 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554069000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 303.68us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 525ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.298828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.693848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.574951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.591064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26416 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0449219 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.536133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06616 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.130127 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.533936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08716 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.641113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.646973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96411 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.89185 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554032000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 316.98us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.338867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 574ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.27417 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.694092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.585938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.598877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.300049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.28394 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.291992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0441895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.531006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0759277 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.128906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.537109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269775 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.342041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08618 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.635986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.648193 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.9751 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.31201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15112 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.77686 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558039000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 308.59us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.331787 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 510ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0112305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.323975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.242188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.287109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.694092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.563965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.608154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.262939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0368652 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.543945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0739746 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08618 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.319824 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27588 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13403 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.705811 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.99902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.89307 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355402e000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 326.74us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.346191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 563ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.695068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.588135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.585938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.402832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16504 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0300293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0820312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.28198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.556885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269775 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.28418 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.644775 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.64502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96802 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0361328 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14185 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.70093 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554064000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 306.26us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.328857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 432ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.7229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.307861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19897 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0688477 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.554932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.656006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.652832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97388 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37695 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14478 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.67993 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554058000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 305.35us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.326904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 451ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.480225 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.298828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.726074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.603027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.256104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0197754 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0461426 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0671387 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.140869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.548828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.288818 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.064209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.652832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98706 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16406 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.84106 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558030000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 311.95us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.335205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 529ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.319092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.698975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.575195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.652832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.298828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.269043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.561035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.164062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0849609 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.34204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.13501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.295166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09424 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.655029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.677979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.03003 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.20898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.21313 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554053000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 320.20us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 477ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.423096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.323975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.681885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.579834 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.651855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.251221 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0432129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.271973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.656006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.674072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.06616 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.92993 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554045000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 321.76us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.345947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 555ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.122803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.346191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.725098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.61499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.237061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.246826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.578125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.144043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.545898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.277832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.306885 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.649902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.657959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0361328 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.97998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.11816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.83203 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558070000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 318.31us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 682ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.304932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.276855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.283936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.676025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.548096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.587891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.244141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.247803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0361328 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.550049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.06909 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.129883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.266846 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.07397 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.459961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.927 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.451904 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.89795 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.906982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.05298 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.12207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.04297 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355403d000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 320.59us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00219727 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 615ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.337158 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.715088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.585938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.305908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.373047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.2251 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13696 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0952148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.546875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10522 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0817871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.673096 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.675049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96387 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0458984 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14307 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.89722 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558072000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 321.34us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 693ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.308105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.291016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.710938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.577881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.682861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.268066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0161133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0639648 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.562012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25903 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.283936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.657959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98511 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3772 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.79004 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558072000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 317.26us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.339111 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 525ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.337891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.287109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.803955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.541016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.618896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.24585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.256836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.567139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.534912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.285889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10181 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.287109 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09619 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.644043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.652832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.99316 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37598 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.97314 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355804d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 322.89us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 503ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.170898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.336182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.330078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.690186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.562012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.592041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0498047 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.136963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.261963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.353027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20093 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269775 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.286133 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.648926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.645996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96411 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0588379 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.72192 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.21899 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554067000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 345.36us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 563ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0151367 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.127197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.439941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.322998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.287109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.721191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.569092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.63208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.313232 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.37012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.329102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.562012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.139893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.548096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.264893 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08081 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.311035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16406 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.116211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08594 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.660889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.658203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.94092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14282 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.9021 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558072000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 314.41us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 1.45us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.713867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.585938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.593018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.247803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.241943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0209961 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17407 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.137939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.539062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2251 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.35181 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0881348 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.651855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.655029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.24902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.7959 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355405f000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 323.93us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.139893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.286133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.807129 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.581787 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.694824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.241211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0319824 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.545898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.141846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.196045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.151855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.560059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.323975 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343018 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.303955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0981445 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.359131 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26099 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.666992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.695068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02686 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14404 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.97485 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355809d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 327.39us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.35083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 689ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.239014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.721924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.552002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.60791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.440186 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.61792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.562988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0690918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.556885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.349121 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.85083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37207 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.273193 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.812988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.656006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.0271 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.75391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0568848 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.65088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.82593 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355405b000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 378.72us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.405029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 488ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.358154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.790039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.643066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.290771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.287842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0510254 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.649902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.163086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0859375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.362061 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.351807 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.354004 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.355957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.352051 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18091 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.703857 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.719971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.25391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.44019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0578613 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.61108 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355805e000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 415.28us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 495ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.362061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.308838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.405029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.738037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.624023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.593994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.348145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0397949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.954102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.206055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.200928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0810547 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.68994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.150146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14917 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.587891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.73291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.306152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1731 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.420898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21509 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0178223 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.666016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.685059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.19702 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.54297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.21704 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.19507 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355800f000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 334.68us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.358154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 492ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.294189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.236816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.279053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.699951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.555908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.593018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21606 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.256836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.526123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.132812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0681152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.134033 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.277832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.423828 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.267822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.656006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.836914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.12183 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.38208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.82593 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558037000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 320.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 637ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.234863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.286865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.688965 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.689941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00805664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.568115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.243896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0158691 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17212 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.305176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.590088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.38623 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.129883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.604004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.25708 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0551758 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08911 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.060791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14185 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.790039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.73877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0441895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.94507 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18311 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.80884 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558066000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 354.63us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 615ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.361084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.684082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.577881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.571045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.360107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0187988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.27783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.299805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0432129 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.540039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.133789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0778809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.14087 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.151855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.156006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.291016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13599 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.390137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.93115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.414062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.98584 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.159912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.424072 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.85718 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0322266 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.808838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.38501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.32715 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16284 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.4209 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554058000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 365.67us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.389893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 492ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.312988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.311035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.326904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.765137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.614014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.162842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.603027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.324951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.351074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.283936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.554932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.161133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.146973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0878906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.151855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0288086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.165039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.572998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315186 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.316895 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.180908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.458984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.34717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.38501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83081 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.350098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.802 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.908936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.958008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.32397 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.04395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0668945 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.74609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.65796 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355803f000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 371.99us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.395996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 589ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0129395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.201904 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.526123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.39502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.666992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.566895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.165039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.634033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.333008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.576172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0349121 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.22705 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.255859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0270996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.518066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0629883 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.0791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.131836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.536865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.299072 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.58398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.203857 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.289795 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.262939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0752 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.640869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.7771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.92505 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.75586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.106934 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.86182 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355404d000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 318.27us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.337891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 566ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.296875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.290039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.385986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.756836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.574951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.12085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.605957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.27002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.312988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0251465 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.26807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0559082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.62793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.189941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0820312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.24805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.149902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.183838 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.565918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.321045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10718 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0581055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.338867 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.48096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.321045 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22095 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.539795 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.10693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.263916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08813 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.6521 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.634033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0397949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96899 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.50415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0629883 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.32593 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.60303 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558073000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 317.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 514ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.350098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.37207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.870117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.86499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.219971 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.866943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.400879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.25684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.291016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0820312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.202148 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.708984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.319092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19214 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11377 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.349854 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22192 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.331055 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.106201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.339844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21509 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.328857 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22095 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.711914 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.721924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.25293 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38989 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0551758 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17603 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.0012207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.33887 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355403d000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 373.39us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.398926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 536ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.126953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.302979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00415039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.748047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.639893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.147217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.660889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.320801 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23389 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.311035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.250977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.184082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.591797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.318115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.122803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.381104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.58496 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.36499 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.361084 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.82617 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.345215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18579 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.781982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.733887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0617676 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.49512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.46191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.48315 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.74194 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554038000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 331.29us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 525ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.208984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.485107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.368896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.384766 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.98999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.734131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.639893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.304932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.287109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21704 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0471191 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.85498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.311035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.210938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0808105 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.86206 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.218994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.199951 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.927979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.367188 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.448 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.376953 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.313965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.49683 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.12793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.315918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19409 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.338135 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17505 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.647949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.641113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.98999 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.40405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.072998 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.74805 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.22998 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558066000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 421.73us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.446045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 730ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.459961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.227051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,1.44507 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.955078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.204102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.606934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.356934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.338867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.289062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.227051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0959473 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.171875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.163818 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.562012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0690918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.307861 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16089 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.324951 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.56812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.443115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21997 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.298828 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.678223 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.674072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.198 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16406 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,10.5061 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554032000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 389.16us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.425049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 540ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.226074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.434814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.412109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.18408 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.20898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.759033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.352051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0168457 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.88281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.713867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0759277 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.4209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.253174 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.75391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.227783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0378418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.193115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.890137 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.398926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.37915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.160889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.466064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.20508 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.060791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.265869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.51489 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.396973 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.50098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.196045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.383057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.56299 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.664062 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.674072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96899 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.17188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.66016 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558059000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 533.84us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.559814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 656ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.14917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.336182 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.706055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.601074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0141602 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.39697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.401855 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.273926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0249023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.271973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0461426 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.567139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.160889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0888672 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.143799 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.163818 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.5979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.12915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.418945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.90308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294189 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.370117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.70288 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.390869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.41309 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.194092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26196 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.631836 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.651123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.6731 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.99609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0649414 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.57007 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,9.51099 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554072000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 316.39us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.338135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00219727 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 626ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.417969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.338135 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.311035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.787109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.614014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.200928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.637939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.302979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.19507 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0478516 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.598877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.149902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.164062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.092041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.19385 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.208008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0339355 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.160156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0827637 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.316162 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0598145 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268799 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15894 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0668945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19287 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0961914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.319092 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0998535 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.414795 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19385 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.806152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.706055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.02612 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.396 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0461426 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15796 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.57202 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558054000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 479.57us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.509033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 663ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.151123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.37915 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.329102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.97998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.678955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.604004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.346924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.255859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.724854 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.232178 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.165039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0788574 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.41187 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.175781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.208008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.560791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.101807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.345947 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.306152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11597 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.51001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.139893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.378174 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.70898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.425049 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27515 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.783936 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.717041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.03003 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.33398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0351562 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.52197 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355406c000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 542.51us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.568115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 611ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.354004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.385986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.388184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.968018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.702881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.183838 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.628906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.3479 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.283936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.21387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.264893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0529785 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.623047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.268066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0791016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.56592 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.176025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.188965 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.617188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.332031 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.28418 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12305 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.301025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.69189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.371826 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.6001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.429932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21606 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.121094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.801025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.04517 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0429688 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.21191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.9519 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558072000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 318.59us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 611ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.156982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.307861 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.435059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.38208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.00415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.135986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.611084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.260986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.39209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0297852 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.29395 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.384766 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0400391 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.593994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.161865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0820312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.139893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0371094 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.165039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.583008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13989 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.288086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.288086 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.21899 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.288818 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.655029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.6521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0378418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.05811 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.38623 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.045166 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.42114 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554062000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 351.99us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 570ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.300049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.925049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.845947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.148926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0141602 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.689941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.323975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.420898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23901 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.548828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.097168 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.136963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0817871 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.293945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15308 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.405029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27588 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.332031 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18408 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18213 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.738037 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.666992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.396 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.74707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.059082 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.2019 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.61206 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558042000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 326.32us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.349121 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 808ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.237061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.473877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.343994 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.401123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.694092 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.118164 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.246826 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.330078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.22485 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.326172 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0952148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0620117 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.580078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.173096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0881348 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0241699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.136963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538818 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.296875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18701 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15283 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.409912 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0852051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.348145 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0187988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.650879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.671875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0319824 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0419922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.9939 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.34399 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.20898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.07397 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554070000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 312.96us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.335938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00292969 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 600ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.304932 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.264893 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.286133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.695068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.696045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.205078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.05005 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0319824 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.23706 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0388184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.547852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.112061 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.176025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.207031 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.671875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.106201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305908 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.078125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281982 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22192 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.326904 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25513 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.333008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27295 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.133057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0358887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,2.11597 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.695068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0380859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.96411 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.37402 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.22412 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.84082 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355802d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 438.39us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.463867 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 529ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.364014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.336914 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.71582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.564941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.689941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.334961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.272949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.17993 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0410156 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.554199 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.118896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.160889 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.026123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.166992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.570068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.529053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26416 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282227 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275146 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16382 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0280762 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.02881 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.24683 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0898438 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.28198 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0581055 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.24316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.27881 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f355402d000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 511.96us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 712ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0161133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.181885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.431885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.365967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.729004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.585938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.162109 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.013916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.08301 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.328125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.381836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0239258 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.27783 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.280029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.045166 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.778076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0668945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.133057 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0458984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.337891 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.36108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.25391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.360107 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.31592 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0749512 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.14087 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0778809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0869141 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.348145 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83179 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.840088 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.705078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.23486 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.49097 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0488281 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.38013 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.229 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355809c000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 318.18us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 518ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.130859 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00219727 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.303955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.265869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.456055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.893066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.77002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.147949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.617188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.302002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.375977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.198 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25415 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.947021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.212158 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0949707 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.15015 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.170898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.160889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.562012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.341064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.15503 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0678711 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0671387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.305176 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.120117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.448975 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.02515 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.3479 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16699 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.428955 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.825928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.733154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.05591 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.46313 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0649414 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.46216 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554075000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 329.33us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.353027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 548ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.437988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.774902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.736084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.150879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.855957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.462891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.312988 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.15894 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0632324 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0500488 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.579102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.158936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0830078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.12891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.162842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0268555 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.155029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0820312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.33789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.145996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.336914 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.83105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.436035 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23511 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.325195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.322021 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.30591 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.152832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0229492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.855957 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.730957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.28296 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0571289 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14282 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.16309 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554073000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 345.19us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.37085 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 529ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.013916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.138184 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00292969 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.327881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.287842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.500977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.13306 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.900146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.661865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.470947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.380127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.34717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.274902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.562012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.105957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0700684 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09595 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.185791 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.312012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17896 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.101074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.38501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.81519 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.352051 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.77319 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.134033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0861816 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.3479 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2251 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0810547 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.330078 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18286 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0180664 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.00317 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.28491 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.21704 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35693 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15405 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.71289 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554073000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 551.11us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.584961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 492ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.25 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00512695 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.38501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.255127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.278809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.687012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.561035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.140869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.60791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.327148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.269043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0258789 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.30005 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0290527 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.551025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0708008 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.07788 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.168945 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.601807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0910645 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343994 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23999 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,1.08813 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.31421 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276123 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272217 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.281006 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.693115 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.698975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.854 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.56201 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.16211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.99194 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554024000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 391.21us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.416992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 622ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0141602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.322021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.292969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.687012 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.566895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.608154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.244873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.376953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20288 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.334961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.059082 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.587891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.168945 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.279053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0878906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.35205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.254883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0239258 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.152832 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.553955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0742188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.268066 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.306152 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19995 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0908203 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.395996 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.34692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.124023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0859375 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.350098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.229 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0830078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10913 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0571289 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.700928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.669189 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0378418 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,1.9541 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.36694 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0571289 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.18188 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.98218 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355809d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 319.40us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 536ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.131104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.327881 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.259033 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00488281 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.756104 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.716064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.171875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.697021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.282959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.253906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0187988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.254883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.553955 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.078125 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.31006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.199951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0429688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.187012 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.64917 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.350098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.16797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.256104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09204 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.269043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11108 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.304932 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.26807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0231934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.88208 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.760986 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.48804 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0388184 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15991 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.20288 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554073000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 342.45us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.370117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 793ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.166016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.426025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.399902 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.284912 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.695068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.556885 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.161133 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.90918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.321045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18481 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0439453 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.109131 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.1521 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0678711 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.10205 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0300293 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.5979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.378906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.34106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.10498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0852051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.335938 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0927734 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.275879 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09888 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0632324 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.280029 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0700684 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.294922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0578613 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.716064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.710938 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.8689 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.44287 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0581055 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.2251 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355800a000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 367.37us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.39209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 667ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0332031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.193848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.466064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.393066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.281982 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.706055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.601074 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.116943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.466064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.032959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.23901 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.283936 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0280762 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.110107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0710449 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0939941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.14502 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.549072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.358887 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80005 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.104004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.27197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0930176 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.343994 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23389 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0888672 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.299805 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0532227 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.276855 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.08398 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0200195 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.765869 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.948975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.61401 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.68506 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0671387 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15698 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.1792 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554057000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 357.58us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.383057 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 540ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.331055 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.251953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.422852 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00195312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.919922 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.06494 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.156006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0100098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.666992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.24292 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.417969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0371094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.34106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0419922 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.560059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.115967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.136963 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.546143 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.131836 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37085 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.79297 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.29614 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0979004 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.375 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19702 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0759277 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.274902 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.065918 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278076 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09497 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.642822 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0600586 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,3.22192 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.73584 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0979004 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.35498 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.28003 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558037000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 312.30us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 447ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.21582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.447998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.316895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.433105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.05591 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.798096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.119873 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00610352 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.580078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.366943 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.27197 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.424072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0771484 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.065918 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.62793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.177979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.116211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.072998 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.0769 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.0917969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0251465 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.12793 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.538086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0439453 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.27417 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0649414 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0991211 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.356934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.80688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0891113 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.12207 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.391113 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.2688 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0839844 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.333984 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11401 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0561523 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0488281 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26001 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.07812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0209961 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.640137 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.673096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.032959 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0471191 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.86597 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.92798 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0610352 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.23486 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00219727 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.20508 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 379.85us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.406006 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 492ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.128906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.298096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.2771 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.420166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.898926 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,1.10815 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.140869 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0109863 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.602051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.291992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.374023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.019043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.83105 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.36792 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0568848 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.173096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.153076 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0791016 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.14014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.144043 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.552979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0568848 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.072998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.290039 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.13208 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10083 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.38501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.77295 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.154053 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.677002 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.823 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.11499 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.143066 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.486816 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.16602 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.137939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.10376 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.437988 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.14209 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.153809 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.676025 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.692139 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0449219 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.95312 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,3.45996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0749512 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.177 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.83521 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f3558030000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 389.62us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.423828 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.0012207 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 753ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0158691 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.136963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.342041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.240967 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.578125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00512695 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,1.36304 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.829102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.166992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0119629 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.913086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.415039 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.448975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0229492 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.25391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.470947 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0510254 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.577148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.152832 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.174072 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0749512 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,2.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.314941 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.200928 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.12891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.175049 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.112793 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.416992 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.07593 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.292236 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.100098 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.475098 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.26709 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.102051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.278809 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10596 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0761719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.279053 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09106 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.019043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.660889 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.673096 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0341797 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.68604 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,2.29492 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.072998 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.88989 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.00195312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,6.99023 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554041000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 318.21us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.341064 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 723ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.340088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.301025 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.287842 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00219727 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.685059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.593018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.144043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.00683594 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.583984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.254883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.330811 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0200195 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.22095 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.291016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0429688 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.574951 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.205078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.196045 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.092041 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13892 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.138916 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.542969 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0639648 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.260986 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.1001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0559082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0500488 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.26709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17822 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0549316 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.059082 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.439941 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.17285 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.103027 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.329102 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.32715 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.111084 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0871582 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.341064 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0878906 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0290527 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.875 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.647949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0390625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0410156 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.07202 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.31812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0422363 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.14697 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,8.34595 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355806a000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 374.97us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.4021 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 600ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.26416 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.276123 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00292969 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.702148 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.590088 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.155029 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0090332 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.708008 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.454102 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.291992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0180664 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.20898 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.26001 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0480957 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0390625 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.545166 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0720215 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.625 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.205078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0490723 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.161865 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.664062 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.122803 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.48999 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.23315 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0852051 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.338867 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19507 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0969238 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0900879 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.361816 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.22217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.353027 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.5791 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.113037 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0849609 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.37793 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.34009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.221924 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0310059 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.02905 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.19312 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0681152 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0720215 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.40308 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.41895 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0578613 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.323 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.46484 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3563584fc8,0x7f3554041000,1,0x72bb0c0,1024,0x7f3563584fd0,0x72b9dc0,1) 314.84us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.333984 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0 MKL_VERBOSE SSCAL(1001,0x7f3563584e78,0x72b8bc0,1) 574ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0109863 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.13501 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.00195312 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.342773 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.343018 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.39502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,0.99585 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,0.663086 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.198975 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0148926 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.641846 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.337891 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.261963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0231934 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,1.18604 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.248047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0388184 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.536865 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.106934 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.14502 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0839844 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.76807 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.203125 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.046875 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.241943 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.630127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0949707 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.340088 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.19482 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0629883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.272949 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.0979 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0507812 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0588379 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.282959 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09692 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0498047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.2771 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11011 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0959473 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.38501 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.75513 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.092041 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0258789 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,0.914795 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.772217 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0698242 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.052002 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,2.53394 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.35303 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0380859 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.146 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.36499 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562582fc8,0x7f355805d000,1,0x72bb0c0,1024,0x7f3562582fd0,0x72b9dc0,1) 427.54us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:x fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.457031 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.00195312 MKL_VERBOSE SSCAL(1001,0x7f3562582e78,0x72b8bc0,1) 577ns CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,softmax,ref:any,forward_inference,fdata:nc fdiff:undef,,mb1ic1001ih741368934iw842496048,0.0119629 2018-05-07 23:30:07.143967: I tensorflow/tools/benchmark/benchmark_model.cc:357] count=165 first=71948 curr=62447 min=53182 max=95568 avg=60651.7 std=8576 2018-05-07 23:30:07.144008: I tensorflow/tools/benchmark/benchmark_model.cc:596] Average inference timings in us: Warmup: 1173279, no stats: 64348, with stats: 60651 2018-05-07 23:30:07.146032: I tensorflow/core/util/stat_summarizer.cc:358] Number of nodes executed: 254 2018-05-07 23:30:07.146221: I tensorflow/core/util/stat_summarizer.cc:468] ============================== Run Order ============================== 2018-05-07 23:30:07.146234: I tensorflow/core/util/stat_summarizer.cc:468] [node type] [start] [first] [avg ms] [%] [cdf%] [mem KB] [times called] [Name] 2018-05-07 23:30:07.146241: I tensorflow/core/util/stat_summarizer.cc:468] NoOp 0.000 0.009 0.151 0.254% 0.254% 0.000 1 _SOURCE 2018-05-07 23:30:07.146248: I tensorflow/core/util/stat_summarizer.cc:468] _Arg 0.158 0.006 0.005 0.009% 0.263% 0.000 1 _arg_input_0_0 2018-05-07 23:30:07.146256: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.165 0.005 0.003 0.006% 0.268% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_0/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146264: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.170 0.003 0.002 0.004% 0.272% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_0/BatchNorm_Fold/bias 2018-05-07 23:30:07.146270: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.173 0.005 0.003 0.005% 0.277% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_0/act_quant/min 2018-05-07 23:30:07.146277: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.177 0.004 0.002 0.004% 0.281% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_0/act_quant/max 2018-05-07 23:30:07.146284: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.180 0.002 0.002 0.004% 0.285% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_1_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146291: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.183 0.002 0.002 0.004% 0.289% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_1_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146298: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.186 0.003 0.002 0.004% 0.293% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_11_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146305: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.190 0.004 0.002 0.004% 0.297% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_1_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146311: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.193 0.002 0.002 0.003% 0.300% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_1_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146318: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.196 0.003 0.002 0.004% 0.304% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_11_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146324: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.199 0.002 0.002 0.003% 0.307% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_2_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146331: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.201 0.002 0.002 0.003% 0.311% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_2_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146339: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.204 0.003 0.002 0.004% 0.315% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_2_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146345: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.207 0.003 0.002 0.003% 0.318% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_2_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146352: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.210 0.002 0.002 0.004% 0.321% 0.000 1 MobilenetV1/Logits/Conv2d_1c_1x1/biases 2018-05-07 23:30:07.146359: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.213 0.002 0.002 0.004% 0.325% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_3_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146367: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.216 0.002 0.002 0.003% 0.329% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_3_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146374: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.219 0.002 0.002 0.004% 0.332% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_12_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146381: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.222 0.003 0.002 0.004% 0.336% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_3_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146388: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.225 0.002 0.002 0.003% 0.339% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_3_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146395: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.228 0.002 0.002 0.003% 0.342% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_12_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146402: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.231 0.002 0.002 0.004% 0.346% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_4_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146409: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.233 0.002 0.002 0.003% 0.349% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_4_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146417: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.236 0.002 0.002 0.004% 0.353% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_4_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146424: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.239 0.002 0.002 0.003% 0.357% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_4_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146431: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.242 0.001 0.002 0.003% 0.360% 0.000 1 MobilenetV1/Logits/Conv2d_1c_1x1/act_quant/min 2018-05-07 23:30:07.146438: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.245 0.002 0.002 0.004% 0.363% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_5_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146445: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.248 0.002 0.002 0.003% 0.367% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_5_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146453: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.250 0.003 0.002 0.004% 0.371% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_12_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146460: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.254 0.003 0.002 0.004% 0.374% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_5_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146467: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.257 0.002 0.002 0.003% 0.377% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_5_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146474: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.260 0.002 0.002 0.003% 0.381% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_12_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146481: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.262 0.002 0.002 0.004% 0.384% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_6_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146489: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.265 0.003 0.002 0.003% 0.388% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_6_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146496: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.268 0.003 0.002 0.003% 0.391% 0.000 1 MobilenetV1/Logits/Conv2d_1c_1x1/act_quant/max 2018-05-07 23:30:07.146506: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.271 0.003 0.002 0.004% 0.395% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_6_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146513: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.274 0.002 0.002 0.003% 0.398% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_6_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146520: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.276 0.003 0.002 0.004% 0.401% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_7_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146527: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.279 0.003 0.002 0.003% 0.404% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_7_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146534: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.282 0.003 0.002 0.004% 0.408% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_13_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146541: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.285 0.002 0.002 0.004% 0.412% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_7_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146548: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.288 0.001 0.002 0.003% 0.415% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_7_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146555: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.291 0.002 0.002 0.003% 0.419% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_13_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146562: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.293 0.002 0.002 0.004% 0.422% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_8_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146569: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.296 0.002 0.002 0.003% 0.426% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_8_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146576: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.299 0.007 0.002 0.004% 0.430% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_8_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146583: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.302 0.002 0.002 0.003% 0.433% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_8_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146591: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.305 0.002 0.002 0.004% 0.437% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_9_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146598: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.308 0.003 0.002 0.003% 0.440% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_9_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146605: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.311 0.002 0.002 0.004% 0.444% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_13_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146612: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.314 0.003 0.002 0.004% 0.448% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_9_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146622: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.317 0.002 0.002 0.003% 0.451% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_9_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146629: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.320 0.002 0.002 0.003% 0.454% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_13_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146636: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.322 0.003 0.002 0.003% 0.458% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_10_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146643: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.325 0.001 0.002 0.003% 0.461% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_10_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146650: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.328 0.002 0.002 0.004% 0.465% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_10_pointwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146657: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.331 0.002 0.002 0.003% 0.469% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_10_pointwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146664: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.334 0.002 0.002 0.004% 0.472% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_11_depthwise/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146671: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.337 0.002 0.002 0.003% 0.476% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_11_depthwise/BatchNorm_Fold/bias 2018-05-07 23:30:07.146679: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.339 0.002 0.002 0.004% 0.480% 0.000 1 MobilenetV1/Logits/Conv2d_1c_1x1/weights_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146686: I tensorflow/core/util/stat_summarizer.cc:468] Const 0.343 0.003 0.002 0.004% 0.483% 0.000 1 DMT/_0 2018-05-07 23:30:07.146693: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 0.346 0.759 0.738 1.239% 1.722% 1610.144 1 MobilenetV1/MobilenetV1/Conv2d_0/Conv2D_Fold 2018-05-07 23:30:07.146700: I tensorflow/core/util/stat_summarizer.cc:468] Const 1.095 0.006 0.006 0.010% 1.732% 0.000 1 DMT/_2 2018-05-07 23:30:07.146707: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 1.104 0.413 0.347 0.582% 2.314% 1608.856 1 MklInputConversion/_63 2018-05-07 23:30:07.146714: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 1.459 0.530 0.557 0.934% 3.248% 1605.632 1 MobilenetV1/MobilenetV1/Conv2d_0/add_fold 2018-05-07 23:30:07.146722: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 2.023 0.005 0.005 0.008% 3.256% 0.000 1 Mkl2Tf/_47 2018-05-07 23:30:07.146731: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 2.029 0.161 0.108 0.182% 3.438% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_0/Relu6 2018-05-07 23:30:07.146738: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 2.140 0.400 0.221 0.371% 3.810% 1605.632 1 MobilenetV1/MobilenetV1/Conv2d_0/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146745: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 2.367 4.412 2.811 4.716% 8.525% 1606.784 1 MobilenetV1/MobilenetV1/Conv2d_1_depthwise/depthwise_Fold 2018-05-07 23:30:07.146751: I tensorflow/core/util/stat_summarizer.cc:468] Add 5.185 1.549 0.553 0.927% 9.452% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_1_depthwise/add_fold 2018-05-07 23:30:07.146759: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 5.741 0.169 0.095 0.159% 9.612% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6 2018-05-07 23:30:07.146766: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 5.838 0.330 0.218 0.366% 9.978% 1605.632 1 MobilenetV1/MobilenetV1/Conv2d_1_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146773: I tensorflow/core/util/stat_summarizer.cc:468] Const 6.063 0.006 0.004 0.007% 9.985% 0.000 1 DMT/_3 2018-05-07 23:30:07.146780: I tensorflow/core/util/stat_summarizer.cc:468] Const 6.068 0.002 0.002 0.004% 9.989% 0.000 1 DMT/_4 2018-05-07 23:30:07.146787: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 6.071 1.824 1.455 2.441% 12.430% 3220.512 1 MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Conv2D_Fold 2018-05-07 23:30:07.146795: I tensorflow/core/util/stat_summarizer.cc:468] Const 7.538 0.007 0.006 0.011% 12.441% 0.000 1 DMT/_5 2018-05-07 23:30:07.146802: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 7.547 0.817 0.728 1.220% 13.661% 3214.488 1 MklInputConversion/_64 2018-05-07 23:30:07.146809: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 8.285 1.159 1.101 1.847% 15.508% 3211.264 1 MobilenetV1/MobilenetV1/Conv2d_1_pointwise/add_fold 2018-05-07 23:30:07.146816: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 9.396 0.006 0.006 0.010% 15.518% 0.000 1 Mkl2Tf/_48 2018-05-07 23:30:07.146823: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 9.404 0.522 0.281 0.471% 15.989% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Relu6 2018-05-07 23:30:07.146830: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 9.687 0.915 0.558 0.937% 16.926% 3211.264 1 MobilenetV1/MobilenetV1/Conv2d_1_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146837: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 10.255 1.272 1.280 2.148% 19.074% 805.120 1 MobilenetV1/MobilenetV1/Conv2d_2_depthwise/depthwise_Fold 2018-05-07 23:30:07.146846: I tensorflow/core/util/stat_summarizer.cc:468] Add 11.543 0.250 0.262 0.440% 19.514% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_2_depthwise/add_fold 2018-05-07 23:30:07.146853: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 11.808 0.044 0.042 0.071% 19.585% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_2_depthwise/Relu6 2018-05-07 23:30:07.146860: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 11.852 0.101 0.101 0.170% 19.755% 802.816 1 MobilenetV1/MobilenetV1/Conv2d_2_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146868: I tensorflow/core/util/stat_summarizer.cc:468] Const 11.957 0.004 0.004 0.007% 19.762% 0.000 1 DMT/_6 2018-05-07 23:30:07.146875: I tensorflow/core/util/stat_summarizer.cc:468] Const 11.962 0.002 0.002 0.003% 19.765% 0.000 1 DMT/_7 2018-05-07 23:30:07.146882: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 11.966 1.081 1.100 1.845% 21.610% 1639.456 1 MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Conv2D_Fold 2018-05-07 23:30:07.146889: I tensorflow/core/util/stat_summarizer.cc:468] Const 13.076 0.007 0.005 0.009% 21.620% 0.000 1 DMT/_8 2018-05-07 23:30:07.146896: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 13.084 0.362 0.368 0.617% 22.236% 1608.856 1 MklInputConversion/_65 2018-05-07 23:30:07.146903: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 13.460 0.537 0.553 0.928% 23.164% 1605.632 1 MobilenetV1/MobilenetV1/Conv2d_2_pointwise/add_fold 2018-05-07 23:30:07.146910: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 14.020 0.005 0.005 0.008% 23.173% 0.000 1 Mkl2Tf/_49 2018-05-07 23:30:07.146917: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 14.027 0.150 0.117 0.197% 23.369% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Relu6 2018-05-07 23:30:07.146924: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 14.146 0.215 0.221 0.371% 23.740% 1605.632 1 MobilenetV1/MobilenetV1/Conv2d_2_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146931: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 14.373 2.018 2.207 3.703% 27.442% 1610.240 1 MobilenetV1/MobilenetV1/Conv2d_3_depthwise/depthwise_Fold 2018-05-07 23:30:07.146938: I tensorflow/core/util/stat_summarizer.cc:468] Add 16.587 0.491 0.519 0.871% 28.313% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_3_depthwise/add_fold 2018-05-07 23:30:07.146945: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 17.109 0.096 0.095 0.159% 28.472% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_3_depthwise/Relu6 2018-05-07 23:30:07.146954: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 17.206 0.215 0.219 0.368% 28.840% 1605.632 1 MobilenetV1/MobilenetV1/Conv2d_3_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.146962: I tensorflow/core/util/stat_summarizer.cc:468] Const 17.431 0.005 0.004 0.007% 28.847% 0.000 1 DMT/_9 2018-05-07 23:30:07.146969: I tensorflow/core/util/stat_summarizer.cc:468] Const 17.436 0.002 0.002 0.004% 28.851% 0.000 1 DMT/_10 2018-05-07 23:30:07.146976: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 17.440 2.263 1.944 3.261% 32.111% 1672.224 1 MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Conv2D_Fold 2018-05-07 23:30:07.146983: I tensorflow/core/util/stat_summarizer.cc:468] Const 19.395 0.006 0.006 0.010% 32.121% 0.000 1 DMT/_11 2018-05-07 23:30:07.146990: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 19.403 0.425 0.367 0.616% 32.737% 1608.856 1 MklInputConversion/_66 2018-05-07 23:30:07.146997: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 19.778 0.622 0.557 0.935% 33.672% 1605.632 1 MobilenetV1/MobilenetV1/Conv2d_3_pointwise/add_fold 2018-05-07 23:30:07.147004: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 20.343 0.006 0.005 0.008% 33.680% 0.000 1 Mkl2Tf/_50 2018-05-07 23:30:07.147011: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 20.350 0.118 0.106 0.178% 33.859% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Relu6 2018-05-07 23:30:07.147018: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 20.458 0.199 0.208 0.349% 34.207% 1605.632 1 MobilenetV1/MobilenetV1/Conv2d_3_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147025: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 20.671 0.528 0.563 0.944% 35.151% 406.016 1 MobilenetV1/MobilenetV1/Conv2d_4_depthwise/depthwise_Fold 2018-05-07 23:30:07.147032: I tensorflow/core/util/stat_summarizer.cc:468] Add 21.239 0.125 0.132 0.222% 35.373% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_4_depthwise/add_fold 2018-05-07 23:30:07.147040: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 21.373 0.019 0.020 0.033% 35.406% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_4_depthwise/Relu6 2018-05-07 23:30:07.147047: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 21.394 0.049 0.051 0.085% 35.491% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_4_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147053: I tensorflow/core/util/stat_summarizer.cc:468] Const 21.448 0.004 0.004 0.007% 35.498% 0.000 1 DMT/_12 2018-05-07 23:30:07.147060: I tensorflow/core/util/stat_summarizer.cc:468] Const 21.453 0.003 0.002 0.003% 35.501% 0.000 1 DMT/_13 2018-05-07 23:30:07.147070: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 21.456 0.943 0.980 1.645% 37.146% 934.944 1 MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147077: I tensorflow/core/util/stat_summarizer.cc:468] Const 22.446 0.005 0.005 0.009% 37.154% 0.000 1 DMT/_14 2018-05-07 23:30:07.147084: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 22.453 0.205 0.196 0.329% 37.484% 806.040 1 MklInputConversion/_67 2018-05-07 23:30:07.147091: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 22.656 0.259 0.281 0.471% 37.954% 802.816 1 MobilenetV1/MobilenetV1/Conv2d_4_pointwise/add_fold 2018-05-07 23:30:07.147098: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 22.942 0.004 0.004 0.007% 37.962% 0.000 1 Mkl2Tf/_51 2018-05-07 23:30:07.147105: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 22.948 0.045 0.046 0.078% 38.040% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Relu6 2018-05-07 23:30:07.147112: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 22.996 0.092 0.095 0.159% 38.199% 802.816 1 MobilenetV1/MobilenetV1/Conv2d_4_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147119: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 23.094 0.978 1.031 1.730% 39.928% 812.032 1 MobilenetV1/MobilenetV1/Conv2d_5_depthwise/depthwise_Fold 2018-05-07 23:30:07.147126: I tensorflow/core/util/stat_summarizer.cc:468] Add 24.131 0.328 0.258 0.433% 40.361% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_5_depthwise/add_fold 2018-05-07 23:30:07.147133: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 24.391 0.066 0.040 0.066% 40.428% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_5_depthwise/Relu6 2018-05-07 23:30:07.147140: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 24.432 0.133 0.098 0.165% 40.592% 802.816 1 MobilenetV1/MobilenetV1/Conv2d_5_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147148: I tensorflow/core/util/stat_summarizer.cc:468] Const 24.534 0.005 0.004 0.006% 40.599% 0.000 1 DMT/_15 2018-05-07 23:30:07.147155: I tensorflow/core/util/stat_summarizer.cc:468] Const 24.539 0.003 0.002 0.003% 40.602% 0.000 1 DMT/_16 2018-05-07 23:30:07.147162: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 24.542 2.614 1.710 2.869% 43.471% 1066.016 1 MobilenetV1/MobilenetV1/Conv2d_5_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147168: I tensorflow/core/util/stat_summarizer.cc:468] Const 26.264 0.005 0.005 0.009% 43.480% 0.000 1 DMT/_17 2018-05-07 23:30:07.147178: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 26.272 0.236 0.189 0.317% 43.797% 806.040 1 MklInputConversion/_68 2018-05-07 23:30:07.147185: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 26.467 0.264 0.276 0.463% 44.260% 802.816 1 MobilenetV1/MobilenetV1/Conv2d_5_pointwise/add_fold 2018-05-07 23:30:07.147192: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 26.748 0.004 0.004 0.007% 44.267% 0.000 1 Mkl2Tf/_52 2018-05-07 23:30:07.147199: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 26.754 0.054 0.043 0.073% 44.340% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_5_pointwise/Relu6 2018-05-07 23:30:07.147206: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 26.799 0.103 0.095 0.160% 44.500% 802.816 1 MobilenetV1/MobilenetV1/Conv2d_5_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147214: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 26.898 0.268 0.272 0.457% 44.956% 209.920 1 MobilenetV1/MobilenetV1/Conv2d_6_depthwise/depthwise_Fold 2018-05-07 23:30:07.147220: I tensorflow/core/util/stat_summarizer.cc:468] Add 27.174 0.066 0.068 0.115% 45.071% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_6_depthwise/add_fold 2018-05-07 23:30:07.147227: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 27.244 0.009 0.010 0.017% 45.088% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_6_depthwise/Relu6 2018-05-07 23:30:07.147235: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 27.255 0.030 0.027 0.046% 45.134% 200.704 1 MobilenetV1/MobilenetV1/Conv2d_6_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147241: I tensorflow/core/util/stat_summarizer.cc:468] Const 27.286 0.004 0.003 0.006% 45.139% 0.000 1 DMT/_18 2018-05-07 23:30:07.147248: I tensorflow/core/util/stat_summarizer.cc:468] Const 27.290 0.002 0.002 0.003% 45.143% 0.000 1 DMT/_19 2018-05-07 23:30:07.147256: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 27.293 1.081 1.054 1.768% 46.910% 926.752 1 MobilenetV1/MobilenetV1/Conv2d_6_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147263: I tensorflow/core/util/stat_summarizer.cc:468] Const 28.356 0.006 0.005 0.008% 46.919% 0.000 1 DMT/_20 2018-05-07 23:30:07.147273: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 28.363 0.133 0.112 0.188% 47.107% 404.632 1 MklInputConversion/_69 2018-05-07 23:30:07.147286: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 28.480 0.138 0.145 0.243% 47.350% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_6_pointwise/add_fold 2018-05-07 23:30:07.147295: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 28.629 0.003 0.004 0.007% 47.357% 0.000 1 Mkl2Tf/_53 2018-05-07 23:30:07.147304: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 28.635 0.022 0.022 0.037% 47.394% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_6_pointwise/Relu6 2018-05-07 23:30:07.147311: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 28.659 0.048 0.049 0.082% 47.476% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_6_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147317: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 28.711 0.523 0.548 0.919% 48.395% 419.840 1 MobilenetV1/MobilenetV1/Conv2d_7_depthwise/depthwise_Fold 2018-05-07 23:30:07.147324: I tensorflow/core/util/stat_summarizer.cc:468] Add 29.263 0.127 0.132 0.222% 48.617% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_7_depthwise/add_fold 2018-05-07 23:30:07.147331: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 29.397 0.025 0.020 0.033% 48.650% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_7_depthwise/Relu6 2018-05-07 23:30:07.147341: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 29.418 0.049 0.050 0.085% 48.734% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_7_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147351: I tensorflow/core/util/stat_summarizer.cc:468] Const 29.472 0.003 0.003 0.005% 48.740% 0.000 1 DMT/_21 2018-05-07 23:30:07.147361: I tensorflow/core/util/stat_summarizer.cc:468] Const 29.476 0.002 0.002 0.003% 48.743% 0.000 1 DMT/_22 2018-05-07 23:30:07.147371: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 29.479 1.838 1.899 3.185% 51.928% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147378: I tensorflow/core/util/stat_summarizer.cc:468] Const 31.388 0.004 0.006 0.010% 51.938% 0.000 1 DMT/_23 2018-05-07 23:30:07.147385: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 31.395 0.128 0.133 0.223% 52.161% 404.632 1 MklInputConversion/_70 2018-05-07 23:30:07.147391: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 31.534 0.141 0.145 0.243% 52.404% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_7_pointwise/add_fold 2018-05-07 23:30:07.147398: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 31.683 0.004 0.003 0.006% 52.410% 0.000 1 Mkl2Tf/_54 2018-05-07 23:30:07.147405: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 31.689 0.019 0.020 0.033% 52.443% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Relu6 2018-05-07 23:30:07.147412: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 31.710 0.048 0.048 0.080% 52.523% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_7_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147421: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 31.761 0.495 0.539 0.905% 53.428% 419.840 1 MobilenetV1/MobilenetV1/Conv2d_8_depthwise/depthwise_Fold 2018-05-07 23:30:07.147428: I tensorflow/core/util/stat_summarizer.cc:468] Add 32.304 0.120 0.130 0.218% 53.646% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_8_depthwise/add_fold 2018-05-07 23:30:07.147434: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 32.436 0.018 0.020 0.033% 53.679% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_8_depthwise/Relu6 2018-05-07 23:30:07.147441: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 32.457 0.046 0.047 0.079% 53.758% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_8_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147448: I tensorflow/core/util/stat_summarizer.cc:468] Const 32.508 0.002 0.003 0.005% 53.763% 0.000 1 DMT/_24 2018-05-07 23:30:07.147455: I tensorflow/core/util/stat_summarizer.cc:468] Const 32.512 0.003 0.002 0.004% 53.767% 0.000 1 DMT/_25 2018-05-07 23:30:07.147462: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 32.515 1.786 1.884 3.160% 56.927% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147469: I tensorflow/core/util/stat_summarizer.cc:468] Const 34.408 0.005 0.006 0.010% 56.937% 0.000 1 DMT/_26 2018-05-07 23:30:07.147475: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 34.416 0.131 0.130 0.218% 57.154% 404.632 1 MklInputConversion/_71 2018-05-07 23:30:07.147482: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 34.552 0.139 0.147 0.246% 57.401% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_8_pointwise/add_fold 2018-05-07 23:30:07.147489: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 34.703 0.003 0.004 0.006% 57.407% 0.000 1 Mkl2Tf/_55 2018-05-07 23:30:07.147496: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 34.708 0.019 0.020 0.034% 57.441% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Relu6 2018-05-07 23:30:07.147503: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 34.730 0.047 0.048 0.080% 57.521% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_8_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147509: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 34.781 0.493 0.538 0.902% 58.422% 419.840 1 MobilenetV1/MobilenetV1/Conv2d_9_depthwise/depthwise_Fold 2018-05-07 23:30:07.147515: I tensorflow/core/util/stat_summarizer.cc:468] Add 35.322 0.120 0.130 0.219% 58.641% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_9_depthwise/add_fold 2018-05-07 23:30:07.147522: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 35.455 0.019 0.020 0.033% 58.674% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_9_depthwise/Relu6 2018-05-07 23:30:07.147531: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 35.476 0.045 0.048 0.080% 58.754% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_9_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147538: I tensorflow/core/util/stat_summarizer.cc:468] Const 35.527 0.002 0.003 0.005% 58.759% 0.000 1 DMT/_27 2018-05-07 23:30:07.147544: I tensorflow/core/util/stat_summarizer.cc:468] Const 35.531 0.002 0.002 0.003% 58.763% 0.000 1 DMT/_28 2018-05-07 23:30:07.147551: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 35.534 1.825 1.894 3.177% 61.940% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147557: I tensorflow/core/util/stat_summarizer.cc:468] Const 37.438 0.005 0.005 0.009% 61.949% 0.000 1 DMT/_29 2018-05-07 23:30:07.147564: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 37.445 0.147 0.132 0.222% 62.171% 404.632 1 MklInputConversion/_72 2018-05-07 23:30:07.147571: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 37.583 0.139 0.177 0.297% 62.468% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_9_pointwise/add_fold 2018-05-07 23:30:07.147578: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 37.765 0.003 0.004 0.006% 62.474% 0.000 1 Mkl2Tf/_56 2018-05-07 23:30:07.147585: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 37.770 0.021 0.020 0.034% 62.508% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6 2018-05-07 23:30:07.147591: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 37.792 0.048 0.048 0.080% 62.588% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_9_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147598: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 37.842 0.491 0.518 0.869% 63.457% 419.840 1 MobilenetV1/MobilenetV1/Conv2d_10_depthwise/depthwise_Fold 2018-05-07 23:30:07.147605: I tensorflow/core/util/stat_summarizer.cc:468] Add 38.365 0.126 0.130 0.218% 63.675% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_10_depthwise/add_fold 2018-05-07 23:30:07.147611: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 38.496 0.022 0.019 0.032% 63.707% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6 2018-05-07 23:30:07.147618: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 38.517 0.047 0.047 0.079% 63.786% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_10_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147625: I tensorflow/core/util/stat_summarizer.cc:468] Const 38.567 0.003 0.003 0.005% 63.791% 0.000 1 DMT/_30 2018-05-07 23:30:07.147634: I tensorflow/core/util/stat_summarizer.cc:468] Const 38.571 0.002 0.002 0.003% 63.794% 0.000 1 DMT/_31 2018-05-07 23:30:07.147641: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 38.574 2.161 1.886 3.165% 66.959% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147647: I tensorflow/core/util/stat_summarizer.cc:468] Const 40.470 0.005 0.006 0.009% 66.968% 0.000 1 DMT/_32 2018-05-07 23:30:07.147654: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 40.478 0.143 0.131 0.219% 67.188% 404.632 1 MklInputConversion/_73 2018-05-07 23:30:07.147660: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 40.614 0.137 0.146 0.245% 67.433% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_10_pointwise/add_fold 2018-05-07 23:30:07.147666: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 40.765 0.003 0.004 0.006% 67.439% 0.000 1 Mkl2Tf/_57 2018-05-07 23:30:07.147673: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 40.770 0.019 0.020 0.034% 67.473% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6 2018-05-07 23:30:07.147680: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 40.792 0.046 0.048 0.081% 67.554% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_10_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147686: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 40.843 0.809 0.529 0.887% 68.441% 419.840 1 MobilenetV1/MobilenetV1/Conv2d_11_depthwise/depthwise_Fold 2018-05-07 23:30:07.147693: I tensorflow/core/util/stat_summarizer.cc:468] Add 41.376 0.188 0.131 0.219% 68.660% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_11_depthwise/add_fold 2018-05-07 23:30:07.147700: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 41.509 0.025 0.019 0.032% 68.693% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6 2018-05-07 23:30:07.147706: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 41.530 0.056 0.047 0.079% 68.772% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_11_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147713: I tensorflow/core/util/stat_summarizer.cc:468] Const 41.580 0.005 0.003 0.005% 68.777% 0.000 1 DMT/_33 2018-05-07 23:30:07.147720: I tensorflow/core/util/stat_summarizer.cc:468] Const 41.584 0.003 0.002 0.003% 68.780% 0.000 1 DMT/_34 2018-05-07 23:30:07.147726: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 41.587 1.895 1.851 3.105% 71.885% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147733: I tensorflow/core/util/stat_summarizer.cc:468] Const 43.447 0.005 0.006 0.009% 71.895% 0.000 1 DMT/_35 2018-05-07 23:30:07.147742: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 43.455 0.148 0.128 0.215% 72.110% 404.632 1 MklInputConversion/_74 2018-05-07 23:30:07.147749: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 43.588 0.137 0.143 0.240% 72.350% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_11_pointwise/add_fold 2018-05-07 23:30:07.147755: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 43.736 0.003 0.003 0.006% 72.356% 0.000 1 Mkl2Tf/_58 2018-05-07 23:30:07.147762: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 43.741 0.028 0.020 0.034% 72.390% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6 2018-05-07 23:30:07.147769: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 43.763 0.052 0.050 0.085% 72.474% 401.408 1 MobilenetV1/MobilenetV1/Conv2d_11_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147775: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 43.816 0.197 0.134 0.225% 72.699% 118.784 1 MobilenetV1/MobilenetV1/Conv2d_12_depthwise/depthwise_Fold 2018-05-07 23:30:07.147782: I tensorflow/core/util/stat_summarizer.cc:468] Add 43.953 0.054 0.040 0.068% 72.767% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_12_depthwise/add_fold 2018-05-07 23:30:07.147789: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 43.995 0.008 0.005 0.009% 72.776% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6 2018-05-07 23:30:07.147795: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 44.002 0.019 0.014 0.024% 72.800% 100.352 1 MobilenetV1/MobilenetV1/Conv2d_12_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147801: I tensorflow/core/util/stat_summarizer.cc:468] Const 44.018 0.005 0.003 0.005% 72.805% 0.000 1 DMT/_36 2018-05-07 23:30:07.147807: I tensorflow/core/util/stat_summarizer.cc:468] Const 44.022 0.003 0.002 0.003% 72.808% 0.000 1 DMT/_37 2018-05-07 23:30:07.147814: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 44.025 2.800 1.790 3.003% 75.812% 2298.912 1 MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147821: I tensorflow/core/util/stat_summarizer.cc:468] Const 45.826 0.007 0.005 0.009% 75.821% 0.000 1 DMT/_38 2018-05-07 23:30:07.147827: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 45.833 0.132 0.097 0.163% 75.984% 203.928 1 MklInputConversion/_75 2018-05-07 23:30:07.147834: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 45.935 0.112 0.083 0.138% 76.122% 200.704 1 MobilenetV1/MobilenetV1/Conv2d_12_pointwise/add_fold 2018-05-07 23:30:07.147843: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 46.021 0.004 0.004 0.006% 76.129% 0.000 1 Mkl2Tf/_59 2018-05-07 23:30:07.147849: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 46.027 0.014 0.012 0.020% 76.149% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6 2018-05-07 23:30:07.147856: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 46.041 0.030 0.027 0.046% 76.195% 200.704 1 MobilenetV1/MobilenetV1/Conv2d_12_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147863: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 46.071 0.454 0.280 0.470% 76.664% 237.568 1 MobilenetV1/MobilenetV1/Conv2d_13_depthwise/depthwise_Fold 2018-05-07 23:30:07.147870: I tensorflow/core/util/stat_summarizer.cc:468] Add 46.354 0.094 0.070 0.117% 76.781% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_13_depthwise/add_fold 2018-05-07 23:30:07.147876: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 46.426 0.015 0.010 0.017% 76.798% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6 2018-05-07 23:30:07.147883: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 46.437 0.036 0.027 0.045% 76.842% 200.704 1 MobilenetV1/MobilenetV1/Conv2d_13_depthwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147890: I tensorflow/core/util/stat_summarizer.cc:468] Const 46.467 0.004 0.003 0.005% 76.847% 0.000 1 DMT/_39 2018-05-07 23:30:07.147896: I tensorflow/core/util/stat_summarizer.cc:468] Const 46.471 0.003 0.002 0.003% 76.851% 0.000 1 DMT/_40 2018-05-07 23:30:07.147903: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 46.473 5.996 4.201 7.047% 83.898% 4396.064 1 MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Conv2D_Fold 2018-05-07 23:30:07.147910: I tensorflow/core/util/stat_summarizer.cc:468] Const 50.684 0.005 0.005 0.009% 83.907% 0.000 1 DMT/_41 2018-05-07 23:30:07.147916: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 50.691 0.105 0.108 0.182% 84.088% 203.928 1 MklInputConversion/_76 2018-05-07 23:30:07.147923: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 50.805 0.074 0.083 0.140% 84.228% 200.704 1 MobilenetV1/MobilenetV1/Conv2d_13_pointwise/add_fold 2018-05-07 23:30:07.147929: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 50.893 0.004 0.004 0.006% 84.234% 0.000 1 Mkl2Tf/_60 2018-05-07 23:30:07.147935: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 50.898 0.011 0.012 0.020% 84.254% 0.000 1 MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6 2018-05-07 23:30:07.147942: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 50.911 0.025 0.027 0.046% 84.299% 200.704 1 MobilenetV1/MobilenetV1/Conv2d_13_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147951: I tensorflow/core/util/stat_summarizer.cc:468] Const 50.941 0.003 0.003 0.005% 84.304% 0.000 1 DMT/_42 2018-05-07 23:30:07.147958: I tensorflow/core/util/stat_summarizer.cc:468] _MklAvgPool 50.945 1.909 1.305 2.189% 86.493% 4.624 1 MobilenetV1/Logits/AvgPool_1a/AvgPool 2018-05-07 23:30:07.147965: I tensorflow/core/util/stat_summarizer.cc:468] Const 52.254 0.008 0.004 0.007% 86.500% 0.000 1 DMT/_43 2018-05-07 23:30:07.147972: I tensorflow/core/util/stat_summarizer.cc:468] Const 52.260 0.006 0.003 0.004% 86.504% 0.000 1 DMT/_44 2018-05-07 23:30:07.147978: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2DWithBias 52.263 9.837 7.905 13.261% 99.765% 4105.156 1 MobilenetV1/Logits/Conv2d_1c_1x1/BiasAdd 2018-05-07 23:30:07.147985: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 60.179 0.079 0.050 0.084% 99.849% 4.004 1 Mkl2Tf/_61 2018-05-07 23:30:07.147992: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 60.232 0.009 0.009 0.015% 99.864% 4.004 1 MobilenetV1/Logits/Conv2d_1c_1x1/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.147999: I tensorflow/core/util/stat_summarizer.cc:468] Squeeze 60.243 0.006 0.006 0.010% 99.873% 0.000 1 MobilenetV1/Logits/SpatialSqueeze 2018-05-07 23:30:07.148005: I tensorflow/core/util/stat_summarizer.cc:468] Shape 60.250 0.004 0.004 0.006% 99.879% 0.008 1 MobilenetV1/Predictions/Shape 2018-05-07 23:30:07.148012: I tensorflow/core/util/stat_summarizer.cc:468] Const 60.255 0.005 0.004 0.007% 99.886% 0.000 1 DMT/_45 2018-05-07 23:30:07.148018: I tensorflow/core/util/stat_summarizer.cc:468] _MklSoftmax 60.261 0.072 0.048 0.080% 99.966% 4.532 1 MobilenetV1/Predictions/Softmax 2018-05-07 23:30:07.148025: I tensorflow/core/util/stat_summarizer.cc:468] Const 60.311 0.004 0.003 0.006% 99.972% 0.000 1 DMT/_46 2018-05-07 23:30:07.148032: I tensorflow/core/util/stat_summarizer.cc:468] _MklReshape 60.316 0.008 0.007 0.012% 99.984% 0.528 1 MobilenetV1/Predictions/Reshape_1 2018-05-07 23:30:07.148038: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 60.325 0.004 0.003 0.005% 99.989% 0.000 1 Mkl2Tf/_62 2018-05-07 23:30:07.148045: I tensorflow/core/util/stat_summarizer.cc:468] _Retval 60.330 0.008 0.007 0.011% 100.000% 0.000 1 _retval_MobilenetV1/Predictions/Reshape_1_0_0 2018-05-07 23:30:07.148054: I tensorflow/core/util/stat_summarizer.cc:468] 2018-05-07 23:30:07.148060: I tensorflow/core/util/stat_summarizer.cc:468] ============================== Top by Computation Time ============================== 2018-05-07 23:30:07.148067: I tensorflow/core/util/stat_summarizer.cc:468] [node type] [start] [first] [avg ms] [%] [cdf%] [mem KB] [times called] [Name] 2018-05-07 23:30:07.148073: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2DWithBias 52.263 9.837 7.905 13.261% 13.261% 4105.156 1 MobilenetV1/Logits/Conv2d_1c_1x1/BiasAdd 2018-05-07 23:30:07.148080: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 46.473 5.996 4.201 7.047% 20.308% 4396.064 1 MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148087: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 2.367 4.412 2.811 4.716% 25.024% 1606.784 1 MobilenetV1/MobilenetV1/Conv2d_1_depthwise/depthwise_Fold 2018-05-07 23:30:07.148094: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 14.373 2.018 2.207 3.703% 28.726% 1610.240 1 MobilenetV1/MobilenetV1/Conv2d_3_depthwise/depthwise_Fold 2018-05-07 23:30:07.148101: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 17.440 2.263 1.944 3.261% 31.987% 1672.224 1 MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148107: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 29.479 1.838 1.899 3.185% 35.172% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148114: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 35.534 1.825 1.894 3.177% 38.349% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148121: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 38.574 2.161 1.886 3.165% 41.513% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148127: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 32.515 1.786 1.884 3.160% 44.673% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148134: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 41.587 1.895 1.851 3.105% 47.778% 1451.040 1 MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148141: I tensorflow/core/util/stat_summarizer.cc:468] 2018-05-07 23:30:07.148148: I tensorflow/core/util/stat_summarizer.cc:468] ============================== Top by Memory Use ============================== 2018-05-07 23:30:07.148154: I tensorflow/core/util/stat_summarizer.cc:468] [node type] [start] [first] [avg ms] [%] [cdf%] [mem KB] [times called] [Name] 2018-05-07 23:30:07.148164: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 46.473 5.996 4.201 7.047% 7.047% 4396.064 1 MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148171: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2DWithBias 52.263 9.837 7.905 13.261% 20.308% 4105.156 1 MobilenetV1/Logits/Conv2d_1c_1x1/BiasAdd 2018-05-07 23:30:07.148178: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 6.071 1.824 1.455 2.441% 22.749% 3220.512 1 MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148184: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 7.547 0.817 0.728 1.220% 23.970% 3214.488 1 MklInputConversion/_64 2018-05-07 23:30:07.148191: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 8.285 1.159 1.101 1.847% 25.817% 3211.264 1 MobilenetV1/MobilenetV1/Conv2d_1_pointwise/add_fold 2018-05-07 23:30:07.148198: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 9.687 0.915 0.558 0.937% 26.753% 3211.264 1 MobilenetV1/MobilenetV1/Conv2d_1_pointwise/act_quant/FakeQuantWithMinMaxVars 2018-05-07 23:30:07.148205: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 44.025 2.800 1.790 3.003% 29.757% 2298.912 1 MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148211: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 17.440 2.263 1.944 3.261% 33.017% 1672.224 1 MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148217: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 11.966 1.081 1.100 1.845% 34.862% 1639.456 1 MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Conv2D_Fold 2018-05-07 23:30:07.148224: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 14.373 2.018 2.207 3.703% 38.565% 1610.240 1 MobilenetV1/MobilenetV1/Conv2d_3_depthwise/depthwise_Fold 2018-05-07 23:30:07.148230: I tensorflow/core/util/stat_summarizer.cc:468] 2018-05-07 23:30:07.148236: I tensorflow/core/util/stat_summarizer.cc:468] ============================== Summary by node type ============================== 2018-05-07 23:30:07.148243: I tensorflow/core/util/stat_summarizer.cc:468] [Node type] [count] [avg ms] [avg %] [cdf %] [mem KB] [times called] 2018-05-07 23:30:07.148249: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2D 14 24.379 40.979% 40.979% 25020.225 14 2018-05-07 23:30:07.148256: I tensorflow/core/util/stat_summarizer.cc:468] DepthwiseConv2dNative 13 11.245 18.902% 59.880% 7905.664 13 2018-05-07 23:30:07.148265: I tensorflow/core/util/stat_summarizer.cc:468] _MklConv2DWithBias 1 7.905 13.288% 73.168% 4105.156 1 2018-05-07 23:30:07.148272: I tensorflow/core/util/stat_summarizer.cc:468] _MklAdd 14 4.386 7.372% 80.540% 12443.648 14 2018-05-07 23:30:07.148279: I tensorflow/core/util/stat_summarizer.cc:468] _MklInputConversion 14 3.160 5.312% 85.852% 12488.784 14 2018-05-07 23:30:07.148285: I tensorflow/core/util/stat_summarizer.cc:468] FakeQuantWithMinMaxVars 28 2.733 4.594% 90.446% 20174.756 28 2018-05-07 23:30:07.148292: I tensorflow/core/util/stat_summarizer.cc:468] Add 13 2.550 4.286% 94.732% 0.000 13 2018-05-07 23:30:07.148298: I tensorflow/core/util/stat_summarizer.cc:468] _MklAvgPool 1 1.304 2.192% 96.924% 4.624 1 2018-05-07 23:30:07.148305: I tensorflow/core/util/stat_summarizer.cc:468] Relu6 27 1.251 2.103% 99.027% 0.000 27 2018-05-07 23:30:07.148312: I tensorflow/core/util/stat_summarizer.cc:468] Const 106 0.254 0.427% 99.454% 0.000 106 2018-05-07 23:30:07.148318: I tensorflow/core/util/stat_summarizer.cc:468] NoOp 1 0.151 0.254% 99.708% 0.000 1 2018-05-07 23:30:07.148325: I tensorflow/core/util/stat_summarizer.cc:468] _MklToTf 16 0.101 0.170% 99.877% 4.004 16 2018-05-07 23:30:07.148331: I tensorflow/core/util/stat_summarizer.cc:468] _MklSoftmax 1 0.047 0.079% 99.956% 4.532 1 2018-05-07 23:30:07.148338: I tensorflow/core/util/stat_summarizer.cc:468] _MklReshape 1 0.007 0.012% 99.968% 0.528 1 2018-05-07 23:30:07.148345: I tensorflow/core/util/stat_summarizer.cc:468] _Retval 1 0.006 0.010% 99.978% 0.000 1 2018-05-07 23:30:07.148351: I tensorflow/core/util/stat_summarizer.cc:468] _Arg 1 0.005 0.008% 99.987% 0.000 1 2018-05-07 23:30:07.148358: I tensorflow/core/util/stat_summarizer.cc:468] Squeeze 1 0.005 0.008% 99.995% 0.000 1 2018-05-07 23:30:07.148364: I tensorflow/core/util/stat_summarizer.cc:468] Shape 1 0.003 0.005% 100.000% 0.008 1 2018-05-07 23:30:07.148373: I tensorflow/core/util/stat_summarizer.cc:468] 2018-05-07 23:30:07.148379: I tensorflow/core/util/stat_summarizer.cc:468] Timings (microseconds): count=165 first=70865 curr=61472 min=52394 max=91411 avg=59613.3 std=8330 2018-05-07 23:30:07.148385: I tensorflow/core/util/stat_summarizer.cc:468] Memory (bytes): count=165 curr=82151928(all same) 2018-05-07 23:30:07.148392: I tensorflow/core/util/stat_summarizer.cc:468] 254 nodes observed 2018-05-07 23:30:07.148398: I tensorflow/core/util/stat_summarizer.cc:468] mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x3x224x224,0.130127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi8o,num:1,32x3x3x3,0.000976562 mkldnn_verbose,exec,convolution,jit:avx2,forward_training,fsrc:nchw fwei:Ohwi8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic3oc32_ih224oh112kh3sh2dh0ph0_iw224ow112kw3sw2dw0pw0,0.75 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.762939 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x32x112x112,0.647949 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x32x112x112,0.380127 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,64x32x1x1,0.00317383 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic32oc64_ih112oh112kh1sh1dh0ph0_iw112ow112kw1sw1dw0pw0,2.302 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,2.34814 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x64x112x112,2.70703 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x64x56x56,0.125977 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x64x1x1,0.0129395 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic64oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,0.693115 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.386963 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.394043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x56x56,0.365234 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,128x128x1x1,0.0280762 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc128_ih56oh56kh1sh1dh0ph0_iw56ow56kw1sw1dw0pw0,2.09717 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.97583 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x128x56x56,0.697998 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x128x28x28,0.0788574 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x128x1x1,0.0688477 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic128oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,0.614014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.205078 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.311035 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x28x28,0.108154 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,256x256x1x1,0.0759277 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc256_ih28oh28kh1sh1dh0ph0_iw28ow28kw1sw1dw0pw0,1.13794 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.320068 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x256x28x28,0.325928 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x256x14x14,0.0270996 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x256x1x1,0.170898 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic256oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,0.555908 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0478516 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0751953 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0739746 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.506104 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.36719 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.114014 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.129883 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.098877 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.621094 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,2.21387 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.123047 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.25708 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0791016 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.51709 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.09009 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0541992 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.108887 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.503906 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.11987 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0529785 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0710449 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x14x14,0.0620117 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,512x512x1x1,0.499023 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc512_ih14oh14kh1sh1dh0ph0_iw14ow14kw1sw1dw0pw0,1.10181 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x512x14x14,0.138916 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x512x7x7,0.0249023 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x512x1x1,1.5979 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic512oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,0.896973 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0539551 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0769043 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw8c,num:1,1x1024x7x7,0.0800781 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw8i8o,num:1,1024x1024x1x1,4.39307 mkldnn_verbose,exec,convolution,jit_1x1:avx2,forward_training,fsrc:nChw8c fwei:OIhw8i8o fbia:undef fdst:nChw8c,alg:convolution_direct,mb1_g1ic1024oc1024_ih7oh7kh1sh1dh0ph0_iw7ow7kw1sw1dw0pw0,1.3291 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.0400391 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw8c out:f32_nhwc,num:1,1x1024x7x7,0.112061 mkldnn_verbose,exec,pooling,ref:any,forward_training,fdata:nhwc fws:undef,alg:pooling_avg_exclude_padding,mb1ic1024_ih7oh1kh7sh2ph0_iw7ow1kw7sw2pw0,1.15601 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nchw,num:1,1x1024x1x1,0.000976562 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_oihw,num:1,1001x1024x1x1,7.698 MKL_VERBOSE SGEMM(N,N,1,1001,1024,0x7f3562d84228,0x7f3550008000,1,0x7f354b074040,1024,0x7f3562d84230,0x7f354ec25b40,1) 577.52us CNR:OFF Dyn:1 FastMM:1 TID:0 NThr:1 mkldnn_verbose,exec,convolution,gemm:blas,forward_training,fsrc:nchw fwei:oihw fbia:undef fdst:nchw,alg:convolution_direct,mb1_g1ic1024oc1001_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.610107 mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nhwc,num:1,1x1001x1x1,0.000976562 2018-05-07 23:30:07.626374: I tensorflow/tools/benchmark/benchmark_model.cc:631] FLOPs estimate: 1.14B 2018-05-07 23:30:07.626433: I tensorflow/tools/benchmark/benchmark_model.cc:633] FLOPs/second: 17.68B