Failed to import deform_conv_cuda

MJITG commented 4 years ago

Hi, @U @haofeixu , I meet the following trouble when I run your model.

Traceback (most recent call last):
  File "inf_time.py", line 8, in <module>
    import nets
  File "/home/lthpc/PRO/aanet-master/nets/__init__.py", line 1, in <module>
    from .aanet import AANet
  File "/home/lthpc/PRO/aanet-master/nets/aanet.py", line 4, in <module>
    from nets.feature import (StereoNetFeature, PSMNetFeature, GANetFeature, GCNetFeature,
  File "/home/lthpc/PRO/aanet-master/nets/feature.py", line 5, in <module>
    from nets.deform import DeformConv2d
  File "/home/lthpc/PRO/aanet-master/nets/deform.py", line 3, in <module>
    from nets.deform_conv import DeformConv, ModulatedDeformConv
  File "/home/lthpc/PRO/aanet-master/nets/deform_conv/__init__.py", line 1, in <module>
    from .deform_conv import (DeformConv, DeformConvPack, ModulatedDeformConv,
  File "/home/lthpc/PRO/aanet-master/nets/deform_conv/deform_conv.py", line 9, in <module>
    from . import deform_conv_cuda
ImportError: /home/lthpc/PRO/aanet-master/nets/deform_conv/deform_conv_cuda.cpython-37m-x86_64-linux-gnu.so: undefined symbol: _ZN3c105ErrorC1ENS_14SourceLocationERKSs

The building of your deform conv is finished, during which I have the following output:

running build_ext
building 'deform_conv_cuda' extension
creating build
creating build/temp.linux-x86_64-3.7
creating build/temp.linux-x86_64-3.7/src
gcc -pthread -B /opt/anaconda3/envs/AutoML-new_master2/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include -I/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/TH -I/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/opt/anaconda3/envs/AutoML-new_master2/include/python3.7m -c src/deform_conv_cuda.cpp -o build/temp.linux-x86_64-3.7/src/deform_conv_cuda.o -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=deform_conv_cuda -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++11
cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++ [enabled by default]
In file included from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/core/Device.h:5:0,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/core/Allocator.h:6,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/ATen/ATen.h:3,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/types.h:3,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader_options.h:4,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/base.h:3,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/stateful.h:3,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader.h:3,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data.h:3,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/all.h:4,
                 from /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/extension.h:4,
                 from src/deform_conv_cuda.cpp:4:
src/deform_conv_cuda.cpp: In function ‘void shape_check(at::Tensor, at::Tensor, at::Tensor*, at::Tensor, int, int, int, int, int, int, int, int, int, int)’:
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:66:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(weight.ndimension() == 4,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:66:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(weight.ndimension() == 4,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:71:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(weight.is_contiguous(), "weight tensor has to be contiguous");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:71:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(weight.is_contiguous(), "weight tensor has to be contiguous");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:73:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(kW > 0 && kH > 0,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:73:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(kW > 0 && kH > 0,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:77:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((weight.size(2) == kH && weight.size(3) == kW),
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:77:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((weight.size(2) == kH && weight.size(3) == kW),
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:82:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(dW > 0 && dH > 0,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:82:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(dW > 0 && dH > 0,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:85:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:85:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:101:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(ndim == 3 || ndim == 4, "3D or 4D input tensor expected but got: %s",
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:101:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(ndim == 3 || ndim == 4, "3D or 4D input tensor expected but got: %s",
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:113:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(nInputPlane % deformable_group == 0,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:113:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(nInputPlane % deformable_group == 0,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:123:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(input.size(1) == nInputPlane,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:123:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(input.size(1) == nInputPlane,
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:127:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((inputHeight >= kH && inputWidth >= kW),
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:127:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((inputHeight >= kH && inputWidth >= kW),
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:130:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(2) == outputHeight && offset.size(3) == outputWidth),
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:130:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(2) == outputHeight && offset.size(3) == outputWidth),
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:135:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(1) == deformable_group * 2 * kH * kW),
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:135:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(1) == deformable_group * 2 * kH * kW),
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:139:5: note: in expansion of macro ‘AT_CHECK’
     AT_CHECK(gradOutput->size(dimf) == nOutputPlane,
     ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:139:5: note: in expansion of macro ‘AT_CHECK’
     AT_CHECK(gradOutput->size(dimf) == nOutputPlane,
     ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:143:5: note: in expansion of macro ‘AT_CHECK’
     AT_CHECK((gradOutput->size(dimh) == outputHeight &&
     ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:143:5: note: in expansion of macro ‘AT_CHECK’
     AT_CHECK((gradOutput->size(dimh) == outputHeight &&
     ^
src/deform_conv_cuda.cpp: In function ‘int deform_conv_forward_cuda(at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, int, int, int, int, int, int, int, int, int, int, int)’:
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:194:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(0) == batchSize), "invalid batch size of offset");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:194:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(0) == batchSize), "invalid batch size of offset");
   ^
src/deform_conv_cuda.cpp: In function ‘int deform_conv_backward_input_cuda(at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, int, int, int, int, int, int, int, int, int, int, int)’:
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:301:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(0) == batchSize), 3, "invalid batch size of offset");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:301:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(0) == batchSize), 3, "invalid batch size of offset");
   ^
src/deform_conv_cuda.cpp: In function ‘int deform_conv_backward_parameters_cuda(at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, int, int, int, int, int, int, int, int, int, int, float, int)’:
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:417:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(0) == batchSize), "invalid batch size of offset");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:417:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK((offset.size(0) == batchSize), "invalid batch size of offset");
   ^
src/deform_conv_cuda.cpp: In function ‘void modulated_deform_conv_cuda_forward(at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, int, int, int, int, int, int, int, int, int, int, bool)’:
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:497:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(input.is_contiguous(), "input tensor has to be contiguous");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:497:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(input.is_contiguous(), "input tensor has to be contiguous");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:498:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(weight.is_contiguous(), "weight tensor has to be contiguous");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:498:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(weight.is_contiguous(), "weight tensor has to be contiguous");
   ^
src/deform_conv_cuda.cpp: In function ‘void modulated_deform_conv_cuda_backward(at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, int, int, int, int, int, int, int, int, int, int, bool)’:
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:579:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(input.is_contiguous(), "input tensor has to be contiguous");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:579:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(input.is_contiguous(), "input tensor has to be contiguous");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:20: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                    ^
src/deform_conv_cuda.cpp:580:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(weight.is_contiguous(), "weight tensor has to be contiguous");
   ^
/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:339:40: warning: ‘void c10::detail::deprecated_AT_CHECK()’ is deprecated (declared at /opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/c10/util/Exception.h:314) [-Wdeprecated-declarations]
     ::c10::detail::deprecated_AT_CHECK();                 \
                                        ^
src/deform_conv_cuda.cpp:580:3: note: in expansion of macro ‘AT_CHECK’
   AT_CHECK(weight.is_contiguous(), "weight tensor has to be contiguous");
   ^
/usr/local/cuda-10.0/bin/nvcc -I/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include -I/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/TH -I/opt/anaconda3/envs/AutoML-new_master2/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/opt/anaconda3/envs/AutoML-new_master2/include/python3.7m -c src/deform_conv_cuda_kernel.cu -o build/temp.linux-x86_64-3.7/src/deform_conv_cuda_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options '-fPIC' -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=deform_conv_cuda -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++11
creating build/lib.linux-x86_64-3.7
g++ -pthread -shared -B /opt/anaconda3/envs/AutoML-new_master2/compiler_compat -L/opt/anaconda3/envs/AutoML-new_master2/lib -Wl,-rpath=/opt/anaconda3/envs/AutoML-new_master2/lib -Wl,--no-as-needed -Wl,--sysroot=/ build/temp.linux-x86_64-3.7/src/deform_conv_cuda.o build/temp.linux-x86_64-3.7/src/deform_conv_cuda_kernel.o -L/usr/local/cuda-10.0/lib64 -lcudart -o build/lib.linux-x86_64-3.7/deform_conv_cuda.cpython-37m-x86_64-linux-gnu.so
copying build/lib.linux-x86_64-3.7/deform_conv_cuda.cpython-37m-x86_64-linux-gnu.so ->

MJITG commented 4 years ago

My environment is set as listed in README.md

Hahaemmm commented 3 years ago

How did you solve this problem

shicuiweia commented 3 years ago

@MJITG 同学，跑这个代码遇到点问题，能不能加个联系方式请教下，谢谢了。我微信c937688576

MJITG commented 3 years ago

How did you solve this problem

@Hahaemmm Sorry for late response. I just switched to another machine and all worked fine.

MJITG commented 3 years ago

@MJITG 同学，跑这个代码遇到点问题，能不能加个联系方式请教下，谢谢了。我微信c937688576

关于上面这个问题，我也只是换了一台机器就解决了。。。很玄学

shicuiweia commented 3 years ago

好的，我已解决，谢谢！

---Original--- From: "MJITG"<notifications@github.com> Date: Fri, Dec 18, 2020 19:51 PM To: "haofeixu/aanet"<aanet@noreply.github.com>; Cc: "Comment"<comment@noreply.github.com>;"shicuiweia"<937688576@qq.com>; Subject: Re: [haofeixu/aanet] Failed to import deform_conv_cuda (#32)

@MJITG 同学，跑这个代码遇到点问题，能不能加个联系方式请教下，谢谢了。我微信c937688576

关于上面这个问题，我也只是换了一台机器就解决了。。。很玄学

— You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe.

zhoumengtao-art commented 3 years ago

好的，我已解决，谢谢！ … ---Original--- From: "MJITG"<notifications@github.com> Date: Fri, Dec 18, 2020 19:51 PM To: "haofeixu/aanet"<aanet@noreply.github.com>; Cc: "Comment"<comment@noreply.github.com>;"shicuiweia"<937688576@qq.com>; Subject: Re: [haofeixu/aanet] Failed to import deform_conv_cuda (#32) @MJITG 同学，跑这个代码遇到点问题，能不能加个联系方式请教下，谢谢了。我微信c937688576 关于上面这个问题，我也只是换了一台机器就解决了。。。很玄学 — You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe.

你好，你是怎么解决的呢

foruhari commented 3 years ago

hi. I still have this error while running or and I've tried on different machines but didn't run without this error. Can you please help me?

Traceback (most recent call last): File "inference.py", line 11, in <module> import nets File "D:\aanet\nets\__init__.py", line 1, in <module> from .aanet import AANet File "D:\aanet\nets\aanet.py", line 4, in <module> from nets.feature import (StereoNetFeature, PSMNetFeature, GANetFeature, GCNetFeature, File "D:\aanet\nets\feature.py", line 5, in <module> from nets.deform import DeformConv2d File "D:\aanet\nets\deform.py", line 3, in <module> from nets.deform_conv import DeformConv, ModulatedDeformConv File "D:\aanet\nets\deform_conv\__init__.py", line 1, in <module> from .deform_conv import (DeformConv, DeformConvPack, ModulatedDeformConv, File "D:\aanet\nets\deform_conv\deform_conv.py", line 9, in <module> from . import deform_conv_cuda ImportError: cannot import name 'deform_conv_cuda' from 'nets.deform_conv' (D:\aanet\nets\deform_conv\_ _init__.py)

ZDLLLL commented 3 years ago

@foruhari 你遇到的这个错误解决了吗

foruhari commented 3 years ago

@foruhari 你遇到的这个错误解决了吗

hello, unfortunately not yet, could you please help me?

zhoumengtao-art commented 3 years ago

不好意思，我也没有解决

------------------ 原始邮件 ------------------ 发件人: @.>; 发送时间: 2021年8月15日(星期天) 中午11:49 收件人: @.>; 抄送: @.>; @.>; 主题: Re: [haofeixu/aanet] Failed to import deform_conv_cuda (#32)

@foruhari 你遇到的这个错误解决了吗

hello, unfortunately not yet, could you please help me?

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Leviosaaaa commented 3 years ago

Perhaps you forgot to run: cd nets/deform_conv && bash build.sh

zhoumengtao-art commented 3 years ago

Thank you! I'll go back and check it. I haven't done AANet for a long time. I'm doing GANs recently.

------------------ 原始邮件 ------------------ 发件人: "haofeixu/aanet" @.>; 发送时间: 2021年9月8日(星期三) 晚上8:21 @.>; @.**@.>; 主题: Re: [haofeixu/aanet] Failed to import deform_conv_cuda (#32)

Perhaps you forgot to run: cd nets/deform_conv && bash build.sh

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Jack47746 commented 2 years ago

请问有人遇到过这个问题么？我用colab跑的.... error in modulated_deformable_im2col_cuda: no kernel image is available for execution on the device

haofeixu commented 1 year ago

Hi all, sorry for the late response.

If this issue is still relavant to you, I would suggest to try our new GMStereo model: https://haofeixu.github.io/unimatch/ & https://github.com/autonomousvision/unimatch. No CUDA op is required. A Colab demo is also provided to try our model in your browser. Hope it helps, thanks.

zhoumengtao-art commented 1 year ago

Thank you for your attention to this issue, I will try your team's new model, may your team get better and better

---Original--- From: "Haofei @.> Date: Sun, Nov 13, 2022 12:08 PM To: @.>; Cc: @.**@.>; Subject: Re: [haofeixu/aanet] Failed to import deform_conv_cuda (#32)

Hi all, sorry for the late response.

If this issue is still relavant to you, I would suggest to try our new GMStereo model: https://haofeixu.github.io/unimatch/ & https://github.com/autonomousvision/unimatch. No CUDA op is required. A Colab demo is also provided to try our model in your browser. Hope it helps, thanks.

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haofeixu / aanet

Failed to import deform_conv_cuda #32