Errors when compiling caffe.

[AndresPMD]

Hello @tonghe90 ,
I have been experiencing a lot of errors, after a while these errors appear.
The following is the output of: make all -j 8

I have followed the steps outlined in: https://github.com/BVLC/caffe/wiki/Ubuntu-16.04-Installation-Guide applied to your own modified caffe version.

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512vlintrin.h(11280): error: argument of type "void *" is incompatible with parameter of type "long long *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512vlintrin.h(11289): error: argument of type "void *" is incompatible with parameter of type "long long *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512vlintrin.h(11300): error: argument of type "void *" is incompatible with parameter of type "long long *"

92 errors detected in the compilation of "/tmp/tmpxft_00001626_00000000-13_exp_layer.compute_52.cpp1.ii".
Makefile:594: recipe for target '.build_release/cuda/src/caffe/layers/exp_layer.o' failed
make: *** [.build_release/cuda/src/caffe/layers/exp_layer.o] Error 1

System specs:
gcc = 5.5
opencv = 3.3
python = 2.7
cudnn = 7.5
cuda = 8.0
O.S. = Ubuntu 16.04

Makefile.config

Makefile.config.txt

[tonghe90]

I think you can have a try to use CUDNN 6.0

[AndresPMD]

@tonghe90 Well the problem appears with GPU and CPU, so I guess it is not the CUDNN version.

[tonghe90]

You can have a try of this Makefile.config:
https://drive.google.com/open?id=1bmgKnvD-hnzL6XhKzO3-vp5B3Y_yPmhl

[AndresPMD]

Hello,
I already tried with your config file. The problem persist
CXX src/caffe/solvers/rmsprop_solver.cpp
CXX src/caffe/solvers/sgd_solver.cpp
CXX src/caffe/data_transformer.cpp
CXX src/caffe/layer_factory.cpp
NVCC src/caffe/util/math_functions.cu
NVCC src/caffe/util/im2col.cu
NVCC src/caffe/layers/cudnn_conv_layer.cu
NVCC src/caffe/layers/pooling_layer.cu
NVCC src/caffe/layers/prelu_layer.cu
NVCC src/caffe/layers/batch_norm_layer.cu
/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512fintrin.h(9220): error: argument of type "const void *" is incompatible with parameter of type "const float *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512fintrin.h(9231): error: argument of type "const void *" is incompatible with parameter of type "const float *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512fintrin.h(9244): error: argument of type "const void *" is incompatible with parameter of type "const double *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512fintrin.h(9255): error: argument of type "const void *" is incompatible with parameter of type "const double *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512fintrin.h(9268): error: argument of type "const void *" is incompatible with parameter of type "const float *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512fintrin.h(9279): error: argument of type "const void *" is incompatible with parameter of type "const float *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512fintrin.h(9292): error: argument of type "const void *" is incompatible with parameter of type "const double *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512fintrin.h(9303): error: argument of type "const void *" is incompatible with parameter of type "const double *"

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx512fintrin.h(9316): error: argument of type "const void *" is incompatible with parameter of type "const int *"

This happens with these files:
prelu_layer.o
batch_norm_layer.o
math_functions.o
pooling_layer.o

It seems that is due to the data type that the function is using. Any other idea in mind?
Thanks in advance.

[tonghe90]

Can you lower grade your gcc version. I was using 4.8.4

[tonghe90]

This is all the link for building
linux-vdso.so.1 => (0x00007ffca0212000)
libcudart.so.8.0 => /usr/local/cuda-8.0/lib64/libcudart.so.8.0 (0x00007fc42275d000)
libcublas.so.8.0 => /usr/local/cuda-8.0/lib64/libcublas.so.8.0 (0x00007fc41fcc5000)
libcurand.so.8.0 => /usr/local/cuda-8.0/lib64/libcurand.so.8.0 (0x00007fc41bd4f000)
libglog.so.0 => /usr/lib/x86_64-linux-gnu/libglog.so.0 (0x00007fc41baf3000)
libgflags.so.2 => /usr/lib/x86_64-linux-gnu/libgflags.so.2 (0x00007fc41b8d3000)
libprotobuf.so.8 => /usr/lib/x86_64-linux-gnu/libprotobuf.so.8 (0x00007fc41b5d1000)
libboost_system.so.1.66.0 => /usr/local/lib/libboost_system.so.1.66.0 (0x00007fc41b3cc000)
libhdf5_hl.so.7 => /usr/lib/x86_64-linux-gnu/libhdf5_hl.so.7 (0x00007fc41b19c000)
libhdf5.so.7 => /usr/lib/x86_64-linux-gnu/libhdf5.so.7 (0x00007fc41ad00000)
libleveldb.so.1 => /usr/lib/x86_64-linux-gnu/libleveldb.so.1 (0x00007fc41aab2000)
liblmdb.so.0 => /usr/lib/x86_64-linux-gnu/liblmdb.so.0 (0x00007fc41a89e000)
libopencv_core.so.2.4 => /usr/lib/x86_64-linux-gnu/libopencv_core.so.2.4 (0x00007fc41a467000)
libopencv_highgui.so.2.4 => /usr/lib/x86_64-linux-gnu/libopencv_highgui.so.2.4 (0x00007fc41a21b000)
libopencv_imgproc.so.2.4 => /usr/lib/x86_64-linux-gnu/libopencv_imgproc.so.2.4 (0x00007fc419d8b000)
libboost_thread.so.1.66.0 => /usr/local/lib/libboost_thread.so.1.66.0 (0x00007fc419b69000)
libstdc++.so.6 => /usr/lib/x86_64-linux-gnu/libstdc++.so.6 (0x00007fc419864000)
libcudnn.so.5 => /usr/local/lib/libcudnn.so.5 (0x00007fc415c59000)
libnccl.so.1 => /usr/local/lib/libnccl.so.1 (0x00007fc412588000)
libboost_python.so.1.66.0 => /usr/local/lib/libboost_python.so.1.66.0 (0x00007fc41233f000)
libpython2.7.so.1.0 => /usr/local/lib/libpython2.7.so.1.0 (0x00007fc411f1c000)
libcblas.so.3 => /usr/lib/libcblas.so.3 (0x00007fc411cfb000)
libm.so.6 => /lib/x86_64-linux-gnu/libm.so.6 (0x00007fc4119f4000)
libgcc_s.so.1 => /lib/x86_64-linux-gnu/libgcc_s.so.1 (0x00007fc4117de000)
libpthread.so.0 => /lib/x86_64-linux-gnu/libpthread.so.0 (0x00007fc4115c0000)
libc.so.6 => /lib/x86_64-linux-gnu/libc.so.6 (0x00007fc4111f6000)
libdl.so.2 => /lib/x86_64-linux-gnu/libdl.so.2 (0x00007fc410ff2000)
librt.so.1 => /lib/x86_64-linux-gnu/librt.so.1 (0x00007fc410dea000)
libunwind.so.8 => /usr/lib/x86_64-linux-gnu/libunwind.so.8 (0x00007fc410bce000)
libz.so.1 => /lib/x86_64-linux-gnu/libz.so.1 (0x00007fc4109b5000)
libsnappy.so.1 => /usr/lib/libsnappy.so.1 (0x00007fc4107ae000)
libGL.so.1 => /usr/lib/nvidia-375/libGL.so.1 (0x00007fc41051e000)
libtbb.so.2 => /usr/lib/libtbb.so.2 (0x00007fc4102ea000)
libjpeg.so.8 => /usr/lib/x86_64-linux-gnu/libjpeg.so.8 (0x00007fc410094000)
libpng12.so.0 => /lib/x86_64-linux-gnu/libpng12.so.0 (0x00007fc40fe6e000)
libtiff.so.5 => /usr/lib/x86_64-linux-gnu/libtiff.so.5 (0x00007fc40fbfc000)
libjasper.so.1 => /usr/lib/x86_64-linux-gnu/libjasper.so.1 (0x00007fc40f9a4000)
libIlmImf.so.6 => /usr/lib/x86_64-linux-gnu/libIlmImf.so.6 (0x00007fc40f6f5000)
libHalf.so.6 => /usr/lib/x86_64-linux-gnu/libHalf.so.6 (0x00007fc40f4b2000)
libgtk-x11-2.0.so.0 => /usr/lib/x86_64-linux-gnu/libgtk-x11-2.0.so.0 (0x00007fc40ee74000)
libgdk-x11-2.0.so.0 => /usr/lib/x86_64-linux-gnu/libgdk-x11-2.0.so.0 (0x00007fc40ebc1000)
libgobject-2.0.so.0 => /usr/lib/x86_64-linux-gnu/libgobject-2.0.so.0 (0x00007fc40e970000)
libglib-2.0.so.0 => /lib/x86_64-linux-gnu/libglib-2.0.so.0 (0x00007fc40e667000)
libgtkglext-x11-1.0.so.0 => /usr/lib/libgtkglext-x11-1.0.so.0 (0x00007fc40e463000)
libgdkglext-x11-1.0.so.0 => /usr/lib/libgdkglext-x11-1.0.so.0 (0x00007fc40e1ff000)
libdc1394.so.22 => /usr/lib/x86_64-linux-gnu/libdc1394.so.22 (0x00007fc40df8a000)
libv4l1.so.0 => /usr/lib/x86_64-linux-gnu/libv4l1.so.0 (0x00007fc40dd84000)
libavcodec.so.54 => /usr/lib/x86_64-linux-gnu/libavcodec.so.54 (0x00007fc40d02f000)
libavformat.so.54 => /usr/lib/x86_64-linux-gnu/libavformat.so.54 (0x00007fc40cd0c000)
libavutil.so.52 => /usr/lib/x86_64-linux-gnu/libavutil.so.52 (0x00007fc40cae7000)
libswscale.so.2 => /usr/lib/x86_64-linux-gnu/libswscale.so.2 (0x00007fc40c8a0000)
/lib64/ld-linux-x86-64.so.2 (0x000055c899c11000)
libutil.so.1 => /lib/x86_64-linux-gnu/libutil.so.1 (0x00007fc40c69c000)
libatlas.so.3 => /usr/lib/libatlas.so.3 (0x00007fc40c109000)
libgfortran.so.3 => /usr/lib/x86_64-linux-gnu/libgfortran.so.3 (0x00007fc40bdee000)
liblzma.so.5 => /lib/x86_64-linux-gnu/liblzma.so.5 (0x00007fc40bbcc000)
libGLX.so.0 => /usr/lib/nvidia-375/libGLX.so.0 (0x00007fc40b99b000)
libGLdispatch.so.0 => /usr/lib/nvidia-375/libGLdispatch.so.0 (0x00007fc40b6b2000)
libjbig.so.0 => /usr/lib/x86_64-linux-gnu/libjbig.so.0 (0x00007fc40b4a4000)
libIex.so.6 => /usr/lib/x86_64-linux-gnu/libIex.so.6 (0x00007fc40b285000)
libIlmThread.so.6 => /usr/lib/x86_64-linux-gnu/libIlmThread.so.6 (0x00007fc40b07f000)
libgmodule-2.0.so.0 => /usr/lib/x86_64-linux-gnu/libgmodule-2.0.so.0 (0x00007fc40ae7a000)
libpangocairo-1.0.so.0 => /usr/lib/x86_64-linux-gnu/libpangocairo-1.0.so.0 (0x00007fc40ac6d000)
libX11.so.6 => /usr/lib/x86_64-linux-gnu/libX11.so.6 (0x00007fc40a938000)
libXfixes.so.3 => /usr/lib/x86_64-linux-gnu/libXfixes.so.3 (0x00007fc40a731000)
libatk-1.0.so.0 => /usr/lib/x86_64-linux-gnu/libatk-1.0.so.0 (0x00007fc40a50f000)
libcairo.so.2 => /usr/lib/x86_64-linux-gnu/libcairo.so.2 (0x00007fc40a204000)
libgdk_pixbuf-2.0.so.0 => /usr/lib/x86_64-linux-gnu/libgdk_pixbuf-2.0.so.0 (0x00007fc409fe2000)
libgio-2.0.so.0 => /usr/lib/x86_64-linux-gnu/libgio-2.0.so.0 (0x00007fc409c6f000)
libpangoft2-1.0.so.0 => /usr/lib/x86_64-linux-gnu/libpangoft2-1.0.so.0 (0x00007fc409a5a000)
libpango-1.0.so.0 => /usr/lib/x86_64-linux-gnu/libpango-1.0.so.0 (0x00007fc40980c000)
libfontconfig.so.1 => /usr/lib/x86_64-linux-gnu/libfontconfig.so.1 (0x00007fc4095d0000)
libXrender.so.1 => /usr/lib/x86_64-linux-gnu/libXrender.so.1 (0x00007fc4093c5000)
libXinerama.so.1 => /usr/lib/x86_64-linux-gnu/libXinerama.so.1 (0x00007fc4091c2000)
libXi.so.6 => /usr/lib/x86_64-linux-gnu/libXi.so.6 (0x00007fc408fb2000)
libXrandr.so.2 => /usr/lib/x86_64-linux-gnu/libXrandr.so.2 (0x00007fc408da8000)
libXcursor.so.1 => /usr/lib/x86_64-linux-gnu/libXcursor.so.1 (0x00007fc408b9d000)
libXcomposite.so.1 => /usr/lib/x86_64-linux-gnu/libXcomposite.so.1 (0x00007fc40899a000)
libXdamage.so.1 => /usr/lib/x86_64-linux-gnu/libXdamage.so.1 (0x00007fc408797000)
libXext.so.6 => /usr/lib/x86_64-linux-gnu/libXext.so.6 (0x00007fc408584000)
libffi.so.6 => /usr/lib/x86_64-linux-gnu/libffi.so.6 (0x00007fc40837c000)
libpcre.so.3 => /lib/x86_64-linux-gnu/libpcre.so.3 (0x00007fc40813d000)
libGLU.so.1 => /usr/lib/x86_64-linux-gnu/libGLU.so.1 (0x00007fc407ecf000)
libXmu.so.6 => /usr/lib/x86_64-linux-gnu/libXmu.so.6 (0x00007fc407cb6000)
libpangox-1.0.so.0 => /usr/lib/x86_64-linux-gnu/libpangox-1.0.so.0 (0x00007fc407a96000)
libraw1394.so.11 => /usr/lib/x86_64-linux-gnu/libraw1394.so.11 (0x00007fc407888000)
libusb-1.0.so.0 => /lib/x86_64-linux-gnu/libusb-1.0.so.0 (0x00007fc407671000)
libv4l2.so.0 => /usr/lib/x86_64-linux-gnu/libv4l2.so.0 (0x00007fc407462000)
libxvidcore.so.4 => /usr/lib/x86_64-linux-gnu/libxvidcore.so.4 (0x00007fc407124000)
libx264.so.142 => /usr/lib/x86_64-linux-gnu/libx264.so.142 (0x00007fc406d8e000)
libvpx.so.1 => /usr/lib/x86_64-linux-gnu/libvpx.so.1 (0x00007fc4069ae000)
libvorbisenc.so.2 => /usr/lib/x86_64-linux-gnu/libvorbisenc.so.2 (0x00007fc4064df000)
libvorbis.so.0 => /usr/lib/x86_64-linux-gnu/libvorbis.so.0 (0x00007fc4062b2000)
libtheoraenc.so.1 => /usr/lib/x86_64-linux-gnu/libtheoraenc.so.1 (0x00007fc406071000)
libtheoradec.so.1 => /usr/lib/x86_64-linux-gnu/libtheoradec.so.1 (0x00007fc405e58000)
libspeex.so.1 => /usr/lib/x86_64-linux-gnu/libspeex.so.1 (0x00007fc405c3f000)
libschroedinger-1.0.so.0 => /usr/lib/x86_64-linux-gnu/libschroedinger-1.0.so.0 (0x00007fc40597a000)
libopus.so.0 => /usr/lib/x86_64-linux-gnu/libopus.so.0 (0x00007fc405732000)
libopenjpeg.so.2 => /usr/lib/x86_64-linux-gnu/libopenjpeg.so.2 (0x00007fc405510000)
libmp3lame.so.0 => /usr/lib/x86_64-linux-gnu/libmp3lame.so.0 (0x00007fc405282000)
libgsm.so.1 => /usr/lib/x86_64-linux-gnu/libgsm.so.1 (0x00007fc405074000)
libva.so.1 => /usr/lib/x86_64-linux-gnu/libva.so.1 (0x00007fc404e5e000)
librtmp.so.0 => /usr/lib/x86_64-linux-gnu/librtmp.so.0 (0x00007fc404c43000)
libgnutls.so.26 => /usr/lib/x86_64-linux-gnu/libgnutls.so.26 (0x00007fc404984000)
libbz2.so.1.0 => /lib/x86_64-linux-gnu/libbz2.so.1.0 (0x00007fc404774000)
libquadmath.so.0 => /usr/lib/x86_64-linux-gnu/libquadmath.so.0 (0x00007fc404537000)
libfreetype.so.6 => /usr/lib/x86_64-linux-gnu/libfreetype.so.6 (0x00007fc404294000)
libxcb.so.1 => /usr/lib/x86_64-linux-gnu/libxcb.so.1 (0x00007fc404074000)
libpixman-1.so.0 => /usr/lib/x86_64-linux-gnu/libpixman-1.so.0 (0x00007fc403dcc000)
libxcb-shm.so.0 => /usr/lib/x86_64-linux-gnu/libxcb-shm.so.0 (0x00007fc403bc9000)
libxcb-render.so.0 => /usr/lib/x86_64-linux-gnu/libxcb-render.so.0 (0x00007fc4039bf000)
libselinux.so.1 => /lib/x86_64-linux-gnu/libselinux.so.1 (0x00007fc40379c000)
libresolv.so.2 => /lib/x86_64-linux-gnu/libresolv.so.2 (0x00007fc403580000)
libharfbuzz.so.0 => /usr/lib/x86_64-linux-gnu/libharfbuzz.so.0 (0x00007fc40332b000)
libthai.so.0 => /usr/lib/x86_64-linux-gnu/libthai.so.0 (0x00007fc403122000)
libexpat.so.1 => /lib/x86_64-linux-gnu/libexpat.so.1 (0x00007fc402ef7000)
libXt.so.6 => /usr/lib/x86_64-linux-gnu/libXt.so.6 (0x00007fc402c91000)
libudev.so.1 => /lib/x86_64-linux-gnu/libudev.so.1 (0x00007fc402a7f000)
libv4lconvert.so.0 => /usr/lib/x86_64-linux-gnu/libv4lconvert.so.0 (0x00007fc402806000)
libogg.so.0 => /usr/lib/x86_64-linux-gnu/libogg.so.0 (0x00007fc4025fc000)
liborc-0.4.so.0 => /usr/lib/x86_64-linux-gnu/liborc-0.4.so.0 (0x00007fc40237a000)
libgcrypt.so.11 => /lib/x86_64-linux-gnu/libgcrypt.so.11 (0x00007fc4020f9000)
libtasn1.so.6 => /usr/lib/x86_64-linux-gnu/libtasn1.so.6 (0x00007fc401ee5000)
libp11-kit.so.0 => /usr/lib/x86_64-linux-gnu/libp11-kit.so.0 (0x00007fc401ca3000)
libXau.so.6 => /usr/lib/x86_64-linux-gnu/libXau.so.6 (0x00007fc401a9e000)
libXdmcp.so.6 => /usr/lib/x86_64-linux-gnu/libXdmcp.so.6 (0x00007fc401898000)
libgraphite2.so.3 => /usr/lib/x86_64-linux-gnu/libgraphite2.so.3 (0x00007fc401671000)
libdatrie.so.1 => /usr/lib/x86_64-linux-gnu/libdatrie.so.1 (0x00007fc40146a000)
libSM.so.6 => /usr/lib/x86_64-linux-gnu/libSM.so.6 (0x00007fc401262000)
libICE.so.6 => /usr/lib/x86_64-linux-gnu/libICE.so.6 (0x00007fc401045000)
libcgmanager.so.0 => /lib/x86_64-linux-gnu/libcgmanager.so.0 (0x00007fc400e2a000)
libnih.so.1 => /lib/x86_64-linux-gnu/libnih.so.1 (0x00007fc400c12000)
libnih-dbus.so.1 => /lib/x86_64-linux-gnu/libnih-dbus.so.1 (0x00007fc400a07000)
libdbus-1.so.3 => /lib/x86_64-linux-gnu/libdbus-1.so.3 (0x00007fc4007c2000)
libgpg-error.so.0 => /lib/x86_64-linux-gnu/libgpg-error.so.0 (0x00007fc4005bc000)
libuuid.so.1 => /lib/x86_64-linux-gnu/libuuid.so.1 (0x00007fc4003b7000)

[AndresPMD]

@tonghe90
I lowered gcc to version 4.8 but the problem persists. The same data type errors on the same files. I have no idea or clue what could be wrong since there is no information about these errors.

[AndresPMD]

Apparently this code only works with Cuda 8.0 and CUDNN 6.0. Maybe you should try to include this info as well.

[tonghe90]

@DreadPiratePsyopus I think this is easy to solve. You can transfer the custom c++ layer to any version caffe you use.