hpp/cpp/cu files compile error

[leochli]

Hi @farmingyard ,
I am new to caffe. I got an error saying like "class caffe::ConvolutionParameter’ has no member named ‘kernel_size_size’" in conv_dw_layer.cpp when I'm trying to compile.

Any idea of this error?

FYI, I put the hpp file in caffe_root/inclide/caffe and caffe_root/inclide/caffe/layers. The cu and cpp files in caffe_root/src/caffe/layers. I cannot define it in caffe.proto because there's already a ConvolutionParameter option existing.

thanks!

[farmingyard]

Hi @LeoLee96 ,
You have no need to change proto file, because conv_dw layer use conv's ConvolutionParameter.
In the normal case, follow your action you can build successfully, I want to know that, can you build successfully before you adding these files?

[leochli]

Hi @farmingyard ,

I can build successfully without these files.

A piece of the error reads like:
/src/caffe/layers/conv_dw_layer.cpp: In member function ‘virtual void caffe::ConvolutionDepthwiseLayer::LayerSetUp(const std::vector<caffe::Blob>&, const std::vector<caffe::Blob>&)’:
/src/caffe/layers/conv_dw_layer.cpp:16:20: error: ‘class caffe::ConvolutionParameter’ has no member named ‘kernel_size_size’
if (conv_param.kernel_size_size() == 1)
^
/src/caffe/layers/conv_dw_layer.cpp:18:43: error: no matching function for call to ‘caffe::ConvolutionParameter::kernel_size(int)’
kernel_h_ = conv_param.kernel_size(0);
^

thanks!

[farmingyard]

@LeoLee96 Can you show me your caffe version or URL?

[leochli]

Hi @farmingyard ,
I have solved the problem. My caffe version is too old. I can compile the new layer after I update.
thanks a million!

[farmingyard]

@LeoLee96 Good job!

[defenceVT]

@LeoLee96 hi, i have trained a new model with the ConvolutionDepthwise layer you have provided, but the train time or inference time are pretty slow , i don't know what is the problem?

[GallonDeng]

hi, @farmingyard , I am trying to compile it with caffe and it shows the error "‘caffe_gpu_set’ was not declared in this scope" in conv_dw_layer.cpp. Any suggestions to solve the problem? Thx

[GallonDeng]

compile without GPU

[ElbertLi]

@AllenDun The problem solved ? I meet the same problem.

[jnulzl]

@ElbertLi @AllenDun seeissues12

[ZPL95]

compile without GPU

have u solved this issue