moskewcz / boda

Boda: A C++ Framework for Efficient Experiments in Computer Vision

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Resnet-152

dinhv opened this issue · comments

commented

I've downloaded the .prototxt and .caffemodel files for Resnet from https://github.com/KaimingHe/deep-residual-networks and put them to the models and nets folder in Boda. However when I want to run them with runc-cnet, I'm getting the following error output:

/home/multicore/Desktop/boda/lib/boda run_cnet --model-name=resnet_152 --in_dims=(img=1) --conv_fwd=(mode=rtc,write_op_sigs=1) --autotune=1 --print_tune=1
Warning, Saw unexpected Softmax layer in caffpb caffe->boda net conversion. should have been stripped out? ignoring.
warning: calc_support_forward_op(): unhandled multi-input operation: res2a of type Eltwise. Will propogate support info from first input only.
warning: calc_support_forward_op(): unhandled multi-input operation: res2b of type Eltwise. Will propogate support info from first input only.
---same warnings as above a few hundred time---
warning: support info calc for InnerProduct unhandled (this is okay during cnet_fc_to_conv, but perhaps not for other uses) cop->tag=fc1000
boda: ../src/caffepb.cc:534: void boda::copy_layer_blobs(const caffe::LayerParameter&, boda::vect_p_nda_float_t&): Assertion `blobs.size() == 2' failed.

Process finished with exit code 134 (interrupted by signal 6: SIGABRT)

Could be the reason for this failure be that Boda does not support some operations in Resnet?