UNABLE TO COMPILE CAFFE MODEL (NCSDK 1.10.01)

[idata]

Hi, I got an error when trying to compile a simple MNIST caffe model for the Movidius stick. I have changed the prototxt file for the Movidius stick.

Traceback (most recent call last):

File "/usr/local/bin/mvNCCompile", line 118, increate_graph(args.network, args.inputnode, args.outputnode, args.outfile, args.nshaves, args.inputsize, args.weights)File "/usr/local/bin/mvNCCompile", line 101, in create_graphnet = parse_caffe(args, myriad_config)File "/usr/local/bin/ncsdk/Controllers/CaffeParser.py", line 328, in parse_caffeinput_bottom = net.bottom_names[inputNodeName][0]IndexError: list index out of range

====== prototxt file ===========

name: "user_network"

input: "data"input_shape {dim: 1dim: 1dim: 28dim: 28}

layer {

name: "conv1"type: "Convolution"bottom: "data"top: "conv1"

param {

lr_mult: 1}param {lr_mult: 2}convolution_param {num_output: 20kernel_size: 5stride: 1weight_filler {type: "xavier"}bias_filler {type: "constant"}}}

layer {

name: "pool1"type: "Pooling"bottom: "conv1"top: "pool1"pooling_param {pool: MAXkernel_size: 2stride: 2}}layer {name: "conv2"type: "Convolution"bottom: "pool1"top: "conv2"

param {

lr_mult: 1}param {lr_mult: 2}convolution_param {num_output: 50kernel_size: 5stride: 1weight_filler {type: "xavier"}bias_filler {type: "constant"}}}

layer {

name: "pool2"type: "Pooling"bottom: "conv2"top: "pool2"pooling_param {pool: MAXkernel_size: 2stride: 2}}layer {name: "ip1"type: "InnerProduct"bottom: "pool2"top: "ip1"

param {

lr_mult: 1}param {lr_mult: 2}inner_product_param {num_output: 500weight_filler {type: "xavier"}bias_filler {type: "constant"}}}

layer {

name: "relu1"type: "ReLU"bottom: "ip1"top: "ip1"}layer {name: "ip2"type: "InnerProduct"bottom: "ip1"top: "ip2"param {lr_mult: 1}param {lr_mult: 2}inner_product_param {num_output: 10weight_filler {type: "xavier"}bias_filler {type: "constant"}}}

========= Compilation ==========

mvNCCompile mymodel.prototxt -w mymodel.caffemodel -s 12 -in input -on ip2 -is 28 28 -o my_net.graph

=============================

I have modified the prototxt file for the Movidius stick.

Thanks

Sahad

[idata]

Hi, I was able to compile by changing the input node in compilation command to "conv1" instead of "input" .

=========================

mvNCCompile ./mymodel.prototxt -w ./mymodel.caffemodel -s 12 -in conv1 -on ip2 -is 28 28 -o ./my_net.graph

[idata]

Unfortunately, it gives inconsistent results. I think the input node in compilation should be "input". But, there seems to have a bug when giving "input" as the input node.

[idata]

Sorry, my bad..

mvNCCompile ./mymodel.prototxt -w ./mymodel.caffemodel -s 12 -in conv1 -on ip2 -is 28 28 -o ./my_net.graph

,works fine.

I ran a VGG 19 layer pre-trained model to classify between 1000 different image classes of Imagenet, with an inference time of almost 0.98 seconds..