ninja: build stopped: subcommand failed.

[wangfei-cs]

I'm using pytorch 0.4.1, when i ran demo.py,

compiling/loading roi_align
/home/feiw/anaconda3/lib/python3.6/site-packages/torch/utils/cpp_extension.py:118: UserWarning: 

                               !! WARNING !!

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Your compiler (c++) may be ABI-incompatible with PyTorch!
Please use a compiler that is ABI-compatible with GCC 4.9 and above.
See https://gcc.gnu.org/onlinedocs/libstdc++/manual/abi.html.

See https://gist.github.com/goldsborough/d466f43e8ffc948ff92de7486c5216d6
for instructions on how to install GCC 4.9 or higher.
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

                              !! WARNING !!

  warnings.warn(ABI_INCOMPATIBILITY_WARNING.format(compiler))
Detected CUDA files, patching ldflags
Emitting ninja build file /home/feiw/Detectron/detectorch/lib/cppcuda/build/build.ninja...
Building extension module roialign...
Traceback (most recent call last):
  File "/home/feiw/anaconda3/lib/python3.6/site-packages/torch/utils/cpp_extension.py", line 759, in _build_extension_module
    ['ninja', '-v'], stderr=subprocess.STDOUT, cwd=build_directory)
  File "/home/feiw/anaconda3/lib/python3.6/subprocess.py", line 336, in check_output
    **kwargs).stdout
  File "/home/feiw/anaconda3/lib/python3.6/subprocess.py", line 418, in run
    output=stdout, stderr=stderr)
subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "demo.py", line 25, in <module>
    from model.detector import detector
  File "lib/model/detector.py", line 5, in <module>
    from model.roi_align import RoIAlignFunction, preprocess_rois
  File "lib/model/roi_align.py", line 18, in <module>
    build_directory=build_path,verbose=True)
  File "/home/feiw/anaconda3/lib/python3.6/site-packages/torch/utils/cpp_extension.py", line 514, in load
    with_cuda=with_cuda)
  File "/home/feiw/anaconda3/lib/python3.6/site-packages/torch/utils/cpp_extension.py", line 682, in _jit_compile
    _build_extension_module(name, build_directory)
  File "/home/feiw/anaconda3/lib/python3.6/site-packages/torch/utils/cpp_extension.py", line 765, in _build_extension_module
    name, error.output.decode()))
RuntimeError: Error building extension 'roialign': [1/4] /usr/local/cuda/bin/nvcc -DTORCH_EXTENSION_NAME=roialign -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/TH -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/THC -I/usr/local/cuda/include -I/home/feiw/anaconda3/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 --compiler-options '-fPIC' -std=c++11 -c /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_forward_cuda.cu -o roi_align_forward_cuda.cuda.o
FAILED: roi_align_forward_cuda.cuda.o 
/usr/local/cuda/bin/nvcc -DTORCH_EXTENSION_NAME=roialign -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/TH -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/THC -I/usr/local/cuda/include -I/home/feiw/anaconda3/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 --compiler-options '-fPIC' -std=c++11 -c /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_forward_cuda.cu -o roi_align_forward_cuda.cuda.o
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_forward_cuda.cu:173:82: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(input.ndimension() == 4, "Input to RoI Align should be a NCHW Tensor");
                                                                                  ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_forward_cuda.cu:178:105: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.ndimension() == 2, "RoI Proposals should be a 2D Tensor, (batch_sz x proposals)");
                                                                                                         ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_forward_cuda.cu:179:109: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.size(1) == 5, "Proposals should be of the form [batch_index startW startH endW enH]");
                                                                                                             ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_forward_cuda.cu:189:62: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(input.is_contiguous(), "input must be contiguous");
                                                              ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_forward_cuda.cu:190:74: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.is_contiguous(), "bottom_rois must be contiguous");
                                                                          ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_forward_cuda.cu:209:81: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(cudaGetLastError() == cudaSuccess, "roi_align_forward_kernel failed");
                                                                                 ^
[2/4] /usr/local/cuda/bin/nvcc -DTORCH_EXTENSION_NAME=roialign -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/TH -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/THC -I/usr/local/cuda/include -I/home/feiw/anaconda3/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 --compiler-options '-fPIC' -std=c++11 -c /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cuda.cu -o roi_align_backward_cuda.cuda.o
FAILED: roi_align_backward_cuda.cuda.o 
/usr/local/cuda/bin/nvcc -DTORCH_EXTENSION_NAME=roialign -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/TH -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/THC -I/usr/local/cuda/include -I/home/feiw/anaconda3/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 --compiler-options '-fPIC' -std=c++11 -c /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cuda.cu -o roi_align_backward_cuda.cuda.o
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cuda.cu:225:105: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.ndimension() == 2, "RoI Proposals should be a 2D Tensor, (batch_sz x proposals)");
                                                                                                         ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cuda.cu:226:109: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.size(1) == 5, "Proposals should be of the form [batch_index startW startH endW enH]");
                                                                                                             ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cuda.cu:231:87: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(roi_cols == 4 || roi_cols == 5, "RoI Proposals should have 4 or 5 columns");
                                                                                       ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cuda.cu:236:74: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.is_contiguous(), "bottom_rois must be contiguous");
                                                                          ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cuda.cu:256:81: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(cudaGetLastError() == cudaSuccess, "roi_align_forward_kernel failed");
                                                                                 ^
[3/4] c++ -MMD -MF roi_align_binding.o.d -DTORCH_EXTENSION_NAME=roialign -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/TH -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/THC -I/usr/local/cuda/include -I/home/feiw/anaconda3/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++11 -c /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_binding.cpp -o roi_align_binding.o
FAILED: roi_align_binding.o 
c++ -MMD -MF roi_align_binding.o.d -DTORCH_EXTENSION_NAME=roialign -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/TH -I/home/feiw/anaconda3/lib/python3.6/site-packages/torch/lib/include/THC -I/usr/local/cuda/include -I/home/feiw/anaconda3/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++11 -c /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_binding.cpp -o roi_align_binding.o
In file included from /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_binding.cpp:2:0:
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_cpu.cpp:237:84: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(input.ndimension() == 4, "Input to RoI Pooling should be a NCHW Tensor");
                                                                                    ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_cpu.cpp:242:105: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.ndimension() == 2, "RoI Proposals should be a 2D Tensor, (batch_sz x proposals)");
                                                                                                         ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_cpu.cpp:243:109: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.size(1) == 5, "Proposals should be of the form [batch_index startW startH endW enH]");
                                                                                                             ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_cpu.cpp:251:87: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(roi_cols == 4 || roi_cols == 5, "RoI Proposals should have 4 or 5 columns");
                                                                                       ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_cpu.cpp:257:62: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(input.is_contiguous(), "input must be contiguous");
                                                              ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_cpu.cpp:258:74: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.is_contiguous(), "bottom_rois must be contiguous");
                                                                          ^
In file included from /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_binding.cpp:3:0:
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cpu.cpp:205:105: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.ndimension() == 2, "RoI Proposals should be a 2D Tensor, (batch_sz x proposals)");
                                                                                                         ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cpu.cpp:206:109: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.size(1) == 5, "Proposals should be of the form [batch_index startW startH endW enH]");
                                                                                                             ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cpu.cpp:211:87: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(roi_cols == 4 || roi_cols == 5, "RoI Proposals should have 4 or 5 columns");
                                                                                       ^
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cpu.cpp:216:74: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1
   AT_ASSERT(bottom_rois.is_contiguous(), "bottom_rois must be contiguous");
                                                                          ^
In file included from /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_binding.cpp:2:0:
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_cpu.cpp: In function ‘at::Tensor at::contrib::roi_align_forward_cpu(const at::Tensor&, const at::Tensor&, int64_t, int64_t, double, int64_t)’:
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_cpu.cpp:237:3: error: ‘AT_ASSERT’ was not declared in this scope
   AT_ASSERT(input.ndimension() == 4, "Input to RoI Pooling should be a NCHW Tensor");
   ^
In file included from /home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_binding.cpp:3:0:
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cpu.cpp: In function ‘at::Tensor at::contrib::roi_align_backward_cpu(const at::Tensor&, const at::Tensor&, int64_t, int64_t, int64_t, int64_t, int64_t, int64_t, double, int64_t)’:
/home/feiw/Detectron/detectorch/lib/cppcuda/roi_align_backward_cpu.cpp:205:3: error: ‘AT_ASSERT’ was not declared in this scope
   AT_ASSERT(bottom_rois.ndimension() == 2, "RoI Proposals should be a 2D Tensor, (batch_sz x proposals)");
   ^
ninja: build stopped: subcommand failed.

[cpoptic]

Same here.

/detectorch/lib/cppcuda/build$ ninja
[1/4] /usr/local/cuda/bin/nvcc -DTORCH...da.cu -o roi_align_forward_cuda.cuda.o
FAILED: roi_align_forward_cuda.cuda.o
/usr/local/cuda/bin/nvcc -DTORCH_EXTENSION_NAME=roialign -I/home/ubuntu/anaconda3/envs/pytorch_p36_2/lib/python3.6/site-packages/torch/lib/include -I/home/ubuntu/anaconda3/envs/pytorch_p36_2/lib/python3.6/site-packages/torch/lib/include/TH -I/home/ubuntu/anaconda3/envs/pytorch_p36_2/lib/python3.6/site-packages/torch/lib/include/THC -I/usr/local/cuda/include -I/home/ubuntu/anaconda3/envs/pytorch_p36_2/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 --compiler-options '-fPIC' -std=c++11 -c /data/repos/detectorch/lib/cppcuda/roi_align_forward_cuda.cu -o roi_align_forward_cuda.cuda.o
/data/repos/detectorch/lib/cppcuda/roi_align_forward_cuda.cu:173:82: error: macro "AT_ASSERT" passed 2 arguments, but takes just 1

[cppntn]

Same here

[donnyyou]

https://github.com/CVBox/PyTorchCV/tree/master/extensions/layers
I have fixed it! @antocapp

[cppntn]

Hello @youansheng, thanks for the reply! What should i do?

[donnyyou]

refer to https://github.com/CVBox/PyTorchCV/tree/master/extensions/layers

[ignacio-rocco]

I applied the fix from @youansheng

Please try now.

Also, an official Mask RCNN was released by Facebook here https://github.com/facebookresearch/maskrcnn-benchmark