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issue with compile Cudnn support(CUDA 8.0+cudnn v4+ matconvnet-1.0-beta18) #1205

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tonystormhhh opened this issue Mar 2, 2019 · 0 comments

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@tonystormhhh
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Environment:
Ubantu16.04&CUDA 8.0&MATLAB 2015 b&
,I have compiled matconvnet-1.0-beta18 with GPU and got passed with it. But when I try to compile with CuDnn v4 support using vl_compilenn('enableGpu', true, ...
'cudaRoot', '/usr/local/cuda-8.0', ...
'cudaMethod', 'nvcc', ...
'enableCudnn', true, ...
'cudnnRoot', '~/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/local/cuda') ;
I got the errors as below:
home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(112): error: argument of type "int" is incompatible with parameter of type "cudnnTensorFormat_t"
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::forward(vl::Context &, vl::Tensor, double, vl::Tensor, double, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeFloat]"
(539): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(112): error: too few arguments in function call
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::forward(vl::Context &, vl::Tensor, double, vl::Tensor, double, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeFloat]"
(539): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(313): error: argument of type "ptrdiff_t" is incompatible with parameter of type "cudnnTensorFormat_t"
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::backward(vl::Context &, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeFloat]"
(539): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(313): error: too few arguments in function call
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::backward(vl::Context &, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeFloat]"
(539): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(340): error: argument of type "ptrdiff_t" is incompatible with parameter of type "cudnnTensorFormat_t"
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::backward(vl::Context &, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeFloat]"
(539): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(340): error: too few arguments in function call
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::backward(vl::Context &, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeFloat]"
(539): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(112): error: argument of type "int" is incompatible with parameter of type "cudnnTensorFormat_t"
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::forward(vl::Context &, vl::Tensor, double, vl::Tensor, double, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeDouble]"
(542): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(112): error: too few arguments in function call
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::forward(vl::Context &, vl::Tensor, double, vl::Tensor, double, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeDouble]"
(542): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(313): error: argument of type "ptrdiff_t" is incompatible with parameter of type "cudnnTensorFormat_t"
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::backward(vl::Context &, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeDouble]"
(542): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(313): error: too few arguments in function call
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::backward(vl::Context &, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeDouble]"
(542): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(340): error: argument of type "ptrdiff_t" is incompatible with parameter of type "cudnnTensorFormat_t"
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::backward(vl::Context &, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeDouble]"
(542): here

/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu(340): error: too few arguments in function call
detected during instantiation of "vl::Error vl::impl::nnconv_cudnn::backward(vl::Context &, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, vl::Tensor, int, int, int, int, int, int) [with dataType=vl::vlTypeDouble]"
(542): here

12 errors detected in the compilation of "/tmp/tmpxft_00004d69_00000000-7_nnconv_cudnn.cpp1.ii".
Error using vl_compilenn>nvcc_compile (line 489)
Command "/usr/local/cuda-8.0/bin/nvcc" -c
"/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/src/bits/impl/nnconv_cudnn.cu" -DNDEBUG
-DENABLE_GPU -DENABLE_CUDNN -I~/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/local/cuda/include
-DENABLE_DOUBLE -I"/data/zj/matlab/R2015b/extern/include"
-I"/data/zj/matlab/R2015b/toolbox/distcomp/gpu/extern/include" -Xcompiler -fPIC
-gencode=arch=compute_61,code="sm_61,compute_61" -o
"/home/haichao/Comparison/Mask-CNN-code/code/matconvnet-1.0-beta18/matlab/mex/.build/bits/impl/nnconv_cudnn.o"
failed.

Error in vl_compilenn (line 434)
nvcc_compile(opts, srcs{i}, objfile, flags.nvcc) ;

I have tried the following fix but there is no change with it:
1.I have used cudnn v5.1 and got no change
2.I tried [https://github.com//issues/937] as @daa233 said but still no good
3.I added a parameter CUDNN_DATA_DOUBLE in the function CHECK() of nnconv_cudnn.cu but still no good
4. I heard Cudnn v5 is OK in beta19 so I chose Cudnn v4 instead but no good

Is there any one could help me ? thanks!!!!!!!

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