MAE ( mean absolute error ) Layer ,

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sepideh sadat Hoseyni

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Mar 28, 2017, 11:45:33 PM3/28/17
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I should make a MAE layer for my network in caffe. 
I wrote a layer modifying  euclidean loss layer  , it compiles correctly both  test file and layer file but when make run test it gives me error like that/usr/bin/ld: 



.build_release/src/caffe/test/test_MAE.o: In function `caffe::MAELayerTest_TestGradient_Test<caffe::GPUDevice<double> >::TestBody()':
test_MAE.cpp:(.text._ZN5caffe30MAELayerTest_TestGradient_TestINS_9GPUDeviceIdEEE8TestBodyEv[_ZN5caffe30MAELayerTest_TestGradient_TestINS_9GPUDeviceIdEEE8TestBodyEv]+0x145): undefined reference to `caffe::MAELayer<double>::Reshape(std::vector<caffe::Blob<double>*, std::allocator<caffe::Blob<double>*> > const&, std::vector<caffe::Blob<double>*, std::allocator<caffe::Blob<double>*> > const&)'
.build_release/src/caffe/test/test_MAE.o: In function `caffe::MAELayerTest<caffe::GPUDevice<double> >::TestForward()':
test_MAE.cpp:(.text._ZN5caffe12MAELayerTestINS_9GPUDeviceIdEEE11TestForwardEv[_ZN5caffe12MAELayerTestINS_9GPUDeviceIdEEE11TestForwardEv]+0x62): undefined reference to `caffe::MAELayer<double>::Reshape(std::vector<caffe::Blob<double>*, std::allocator<caffe::Blob<double>*> > const&, std::vector<caffe::Blob<double>*, std::allocator<caffe::Blob<double>*> > const&)'
test_MAE.cpp:(.text._ZN5caffe12MAELayerTestINS_9GPUDeviceIdEEE11TestForwardEv[_ZN5caffe12MAELayerTestINS_9GPUDeviceIdEEE11TestForwardEv]+0xd4): undefined reference to `caffe::MAELayer<double>::Reshape(std::vector<caffe::Blob<double>*, std::allocator<caffe::Blob<double>*> > const&, std::vector<caffe::Blob<double>*, std::allocator<caffe::Blob<double>*> > const&)'
.build_release/src/caffe/test/test_MAE.o: In function `caffe::MAELayerTest_TestGradient_Test<caffe::GPUDevice<float> >::TestBody()':
test_MAE.cpp:(.text._ZN5caffe30MAELayerTest_TestGradient_TestINS_9GPUDeviceIfEEE8TestBodyEv[_ZN5caffe30MAELayerTest_TestGradient_TestINS_9GPUDeviceIfEEE8TestB


What do you think it can be a problem?
p.s does any one have a goo step by step tutorial for writing a layer from scratch?

best regards 
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