Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/prev_1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_17/prev_bn/gamma" input: "SecondStageFeatureExtractor/cell_17/prev_bn/beta" input: "SecondStageFeatureExtractor/cell_17/prev_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_17/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_17/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/prev_1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_16/prev_bn/gamma" input: "SecondStageFeatureExtractor/cell_16/prev_bn/beta" input: "SecondStageFeatureExtractor/cell_16/prev_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_16/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_16/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/prev_1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_15/prev_bn/gamma" input: "SecondStageFeatureExtractor/cell_15/prev_bn/beta" input: "SecondStageFeatureExtractor/cell_15/prev_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_15/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_15/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/prev_1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_14/prev_bn/gamma" input: "SecondStageFeatureExtractor/cell_14/prev_bn/beta" input: "SecondStageFeatureExtractor/cell_14/prev_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_14/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_14/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/prev_1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_13/prev_bn/gamma" input: "SecondStageFeatureExtractor/cell_13/prev_bn/beta" input: "SecondStageFeatureExtractor/cell_13/prev_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_13/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_13/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/final_path_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/concat" input: "SecondStageFeatureExtractor/cell_12/final_path_bn/gamma" input: "SecondStageFeatureExtractor/cell_12/final_path_bn/beta" input: "SecondStageFeatureExtractor/cell_12/final_path_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_12/final_path_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/cell_12/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_2/right/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/separable_7x7_1/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_1/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_1/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_1/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/separable_7x7_2/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_2/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_2/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_2/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_1/right/bn_sep_7x7_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_1/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_2/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/prev_1x1/Conv2D" input: "SecondStageFeatureExtractor/reduction_cell_1/prev_bn/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/prev_bn/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/prev_bn/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/separable_7x7_1/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_1/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_1/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_1/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/separable_7x7_2/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_2/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_2/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_2/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_0/right/bn_sep_7x7_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_1/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_2/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_11/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_11/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_11/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_11/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_11/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_10/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_10/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_10/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_10/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_10/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_9/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_9/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_9/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_9/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_9/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_8/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_8/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_8/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_8/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_8/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_7/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_7/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_7/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_7/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_7/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/final_path_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/concat" input: "FirstStageFeatureExtractor/cell_6/final_path_bn/gamma" input: "FirstStageFeatureExtractor/cell_6/final_path_bn/beta" input: "FirstStageFeatureExtractor/cell_6/final_path_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_6/final_path_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_6/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_2/right/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/separable_7x7_1/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_1/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_1/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_1/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/separable_7x7_2/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_2/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_2/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_2/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_1/right/bn_sep_7x7_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/reduction_cell_0/prev_bn/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/prev_bn/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/separable_7x7_1/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_1/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_1/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_1/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/separable_7x7_2/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_2/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_2/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_2/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_0/right/bn_sep_7x7_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_5/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_5/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_5/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_5/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_5/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_4/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_4/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_4/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_4/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_4/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_3/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_3/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_3/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_3/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_3/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_2/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_2/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_2/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_2/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_2/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/prev_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/prev_1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_1/prev_bn/gamma" input: "FirstStageFeatureExtractor/cell_1/prev_bn/beta" input: "FirstStageFeatureExtractor/cell_1/prev_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_1/prev_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_1/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_0/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_1/right/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/final_path_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/concat" input: "FirstStageFeatureExtractor/cell_0/final_path_bn/gamma" input: "FirstStageFeatureExtractor/cell_0/final_path_bn/beta" input: "FirstStageFeatureExtractor/cell_0/final_path_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_0/final_path_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_0/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_2/right/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/separable_7x7_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_1/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/separable_7x7_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_2/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_1/right/bn_sep_7x7_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/final_path_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/concat" input: "FirstStageFeatureExtractor/cell_stem_1/final_path_bn/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/final_path_bn/beta" input: "FirstStageFeatureExtractor/cell_stem_1/final_path_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/final_path_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/separable_7x7_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_1/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/separable_7x7_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_2/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_0/right/bn_sep_7x7_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_2/right/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/separable_7x7_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_1/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/separable_7x7_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_2/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_1/right/bn_sep_7x7_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/separable_5x5_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_1/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/separable_5x5_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_2/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/left/bn_sep_5x5_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/separable_7x7_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_1/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/separable_7x7_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_2/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_0/right/bn_sep_7x7_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_1/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/separable_3x3_1/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_1/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_1/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_1/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_1/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_2/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/separable_3x3_2/separable_conv2d" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_2/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_2/beta" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_2/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/comb_iter_4/left/bn_sep_3x3_2/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/conv0_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/conv0/Conv2D" input: "FirstStageFeatureExtractor/conv0_bn/gamma" input: "FirstStageFeatureExtractor/conv0_bn/beta" input: "FirstStageFeatureExtractor/conv0_bn/moving_mean" input: "FirstStageFeatureExtractor/conv0_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_0/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_0/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_stem_0/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_stem_0/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_stem_0/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_0/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_stem_1/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_stem_1/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_stem_1/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_stem_1/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_stem_1/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_stem_1/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_0/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_0/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_0/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_0/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_0/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_0/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_1/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_1/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_1/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_1/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_1/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_1/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_2/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_2/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_2/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_2/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_2/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_2/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_3/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_3/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_3/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_3/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_3/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_3/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_4/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_4/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_4/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_4/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_4/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_4/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_5/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_5/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_5/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_5/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_5/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_5/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/reduction_cell_0/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/reduction_cell_0/1x1/Conv2D" input: "FirstStageFeatureExtractor/reduction_cell_0/beginning_bn/gamma" input: "FirstStageFeatureExtractor/reduction_cell_0/beginning_bn/beta" input: "FirstStageFeatureExtractor/reduction_cell_0/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/reduction_cell_0/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_6/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_6/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_6/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_6/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_6/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_6/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_7/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_7/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_7/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_7/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_7/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_7/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_8/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_8/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_8/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_8/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_8/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_8/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_9/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_9/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_9/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_9/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_9/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_9/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_10/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_10/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_10/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_10/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_10/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_10/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "FirstStageFeatureExtractor/cell_11/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "FirstStageFeatureExtractor/cell_11/1x1/Conv2D" input: "FirstStageFeatureExtractor/cell_11/beginning_bn/gamma" input: "FirstStageFeatureExtractor/cell_11/beginning_bn/beta" input: "FirstStageFeatureExtractor/cell_11/beginning_bn/moving_mean" input: "FirstStageFeatureExtractor/cell_11/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/reduction_cell_1/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/reduction_cell_1/1x1/Conv2D" input: "SecondStageFeatureExtractor/reduction_cell_1/beginning_bn/gamma" input: "SecondStageFeatureExtractor/reduction_cell_1/beginning_bn/beta" input: "SecondStageFeatureExtractor/reduction_cell_1/beginning_bn/moving_mean" input: "SecondStageFeatureExtractor/reduction_cell_1/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_12/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_12/1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_12/beginning_bn/gamma" input: "SecondStageFeatureExtractor/cell_12/beginning_bn/beta" input: "SecondStageFeatureExtractor/cell_12/beginning_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_12/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_13/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_13/1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_13/beginning_bn/gamma" input: "SecondStageFeatureExtractor/cell_13/beginning_bn/beta" input: "SecondStageFeatureExtractor/cell_13/beginning_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_13/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_14/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_14/1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_14/beginning_bn/gamma" input: "SecondStageFeatureExtractor/cell_14/beginning_bn/beta" input: "SecondStageFeatureExtractor/cell_14/beginning_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_14/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_15/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_15/1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_15/beginning_bn/gamma" input: "SecondStageFeatureExtractor/cell_15/beginning_bn/beta" input: "SecondStageFeatureExtractor/cell_15/beginning_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_15/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_16/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_16/1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_16/beginning_bn/gamma" input: "SecondStageFeatureExtractor/cell_16/beginning_bn/beta" input: "SecondStageFeatureExtractor/cell_16/beginning_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_16/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } Optimizing fused batch norm node name: "SecondStageFeatureExtractor/cell_17/beginning_bn/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/cell_17/1x1/Conv2D" input: "SecondStageFeatureExtractor/cell_17/beginning_bn/gamma" input: "SecondStageFeatureExtractor/cell_17/beginning_bn/beta" input: "SecondStageFeatureExtractor/cell_17/beginning_bn/moving_mean" input: "SecondStageFeatureExtractor/cell_17/beginning_bn/moving_variance" device: "/job:localhost/replica:0/task:0/device:CPU:0" attr { key: "T" value { type: DT_FLOAT } } attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.001 } } attr { key: "is_training" value { b: false } } OK,D831344BACAD.jpg => detected 6 classes