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Does this work for 0.4.1 / how to install? #12

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Does this work for 0.4.1 / how to install?#12

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@andrewjong
andrewjong
opened on Dec 3, 2018

Just checking if this works with PT 0.4.1 as well, because the README only specifies 0.4. I ask because I noticed the PyTorch 0.4.1 release tag includes "Breaking changes". Thanks!

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  1. andrewjong commented on Dec 3, 2018

    @andrewjong
    andrewjong
    on Dec 3, 2018
    Author

    I get the following compile error when running ./travis.sh

    .conda/envs/pt0.4/lib/python3.7/site-packages/torch/utils/ffi/../../lib/include/THC/THCGeneral.h:12:10: 
fatal error: cuda.h: No such file or directory
 #include "cuda.h"

  2. andrewjong commented on Dec 3, 2018

    @andrewjong
    andrewjong
    on Dec 3, 2018
    Author

    Nevermind, got it to compile by symlinking the include files from my cuda install location.

    ln -s /opt/cuda/include/* ~/.conda/envs/pt0.4/lib/python3.7/site-packages/torch/utils/ffi/../../lib/include/THC/
  3. andrewjong
    closed this as completedon Dec 3, 2018

  4. andrewjong commented on Dec 3, 2018

    @andrewjong
    andrewjong
    on Dec 3, 2018
    Author

    I now get this error in python after running travis.sh:

    >>> from prroi_pool import PrRoIPool2D
Traceback (most recent call last):
  File "/home/user/Development/PreciseRoIPooling-master/pytorch/prroi_pool/functional.py", line 16, in <module>
    from . import _prroi_pooling
  File "/home/user/Development/PreciseRoIPooling-master/pytorch/prroi_pool/_prroi_pooling/__init__.py", line 3, in <module>
    from .__prroi_pooling import lib as _lib, ffi as _ffi
ImportError: /home/user/Development/PreciseRoIPooling-master/pytorch/prroi_pool/_prroi_pooling/__prroi_pooling.so: undefined symbol: __cudaPopCallConfiguration

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/user/Development/PreciseRoIPooling-master/pytorch/prroi_pool/__init__.py", line 12, in <module>
    from .prroi_pool import *
  File "/home/user/Development/PreciseRoIPooling-master/pytorch/prroi_pool/prroi_pool.py", line 14, in <module>
    from .functional import prroi_pool2d
  File "/home/user/Development/PreciseRoIPooling-master/pytorch/prroi_pool/functional.py", line 18, in <module>
    raise ImportError('Can not found the compiled Precise RoI Pooling library. Run ./travis.sh in the directory first.')
ImportError: Can not found the compiled Precise RoI Pooling library. Run ./travis.sh in the directory first.
  5. andrewjong
    reopened this on Dec 3, 2018
  6. andrewjong
    changed the title [-]Does this work for 0.4.1?[/-] [+]Does this work for 0.4.1 / How to Install?[/+] on Dec 3, 2018
  7. andrewjong
    changed the title [-]Does this work for 0.4.1 / How to Install?[/-] [+]Does this work for 0.4.1 / how to install?[/+] on Dec 3, 2018

  8. vacancy commented on Dec 29, 2018

    @vacancy
    vacancy
    on Dec 29, 2018
    Owner

    Hi Andrew. I think this is not a problem with pytorch but your cuda installation. Could you please check if the version of your cuda runtime libraries matches the compile-time headers/libraries?

  9. lianxintao commented on Jan 22, 2019

    @lianxintao
    lianxintao
    on Jan 22, 2019

    I also encountered the same problem, I don't know if this is a common problem.

  10. lianxintao commented on Jan 22, 2019

    @lianxintao
    lianxintao
    on Jan 22, 2019

    ImportError: /home/user/Development/PreciseRoIPooling-master/pytorch/prroi_pool/_prroi_pooling/__prroi_pooling.so: undefined symbol: __cudaPopCallConfiguration>
    I don't know how to solve this problem.

  11. deepbrainme commented on Apr 25, 2019

    @deepbrainme
    deepbrainme
    on Apr 25, 2019

    Hi,I can't compile this library , could you give me some advice about this?

    Creating extension directory /tmp/torch_extensions/prroi_pooling...
    Detected CUDA files, patching ldflags
    Emitting ninja build file /tmp/torch_extensions/prroi_pooling/build.ninja...
    Building extension module prroi_pooling...
    [1/3] /usr/local/cuda/bin/nvcc -DTORCH_EXTENSION_NAME=prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/torch/csrc/api/include -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/TH -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/THC -isystem /usr/local/cuda/include -isystem /home/ning/miniconda3/envs/ATOM/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS     -D__CUDA_NO_HALF_CONVERSIONS     -D__CUDA_NO_HALF2_OPERATORS__ --compiler-options '-fPIC' -std=c++11 -c /home/ning/code/atom/pytracking/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu_impl.cu -o prroi_pooling_gpu_impl.cuda.o
    [2/3] c++ -MMD -MF prroi_pooling_gpu.o.d -DTORCH_EXTENSION_NAME=_prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/torch/csrc/api/include -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/TH -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/THC -isystem /usr/local/cuda/include -isystem /home/ning/miniconda3/envs/ATOM/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++11 -c /home/ning/code/atom/pytracking/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu.c -o prroi_pooling_gpu.o
    [3/3] c++ prroi_pooling_gpu.o prroi_pooling_gpu_impl.cuda.o -shared -L/usr/local/cuda/lib64 -lcudart -o _prroi_pooling.so
    Loading extension module _prroi_pooling...
    Can not compile Precise RoI Pooling library.
    Done

  12. vacancy commented on Apr 25, 2019

    @vacancy
    vacancy
    on Apr 25, 2019
    Owner

    Hi @DeepBrainsMe This looks like a cuda setup problem. Can you go to https://github.com/vacancy/PreciseRoIPooling/blob/master/pytorch/prroi_pool/functional.py#L24-L25 and see why an ImportError is raised?

  13. deepbrainme commented on Apr 26, 2019

    @deepbrainme
    deepbrainme
    on Apr 26, 2019 via email

  14. vacancy commented on Apr 26, 2019

    @vacancy
    vacancy
    on Apr 26, 2019
    Owner

    Hi @DeepBrainsMe It seems that this is a bug with other functions you are using in your code. Perhaps this issue is related? facebookresearch/Detectron#260

    Also, can you run a small script to test whether the PrRoIPooling are working? Here is a small snippet:

            pool = PrRoIPool2D(2, 2, spatial_scale=0.5)

        features = torch.rand((4, 2, 24, 32)).cuda()
        rois = torch.tensor([
            [0, 0, 0, 4, 4],
            [1, 14, 14, 18, 18],
        ]).float().cuda()
        features.requires_grad = rois.requires_grad = True
        out = pool(features, rois)

        loss = out.sum()
        loss.backward()

  15. Hevans123 commented on May 14, 2019

    @Hevans123
    Hevans123
    on May 14, 2019

    Hi, @DeepBrainsMe @vacancy I meet some problem when I compile this library.It seems that there is something wrong using Ninja-build. Could you give me some advice. Thanks.
    [1/3] /usr/local/cuda/bin/nvcc -DTORCH_EXTENSION_NAME=prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem ....... -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS_ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --compiler-options '-fPIC' -std=c++11 -c /../PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu_impl.cu -o prroi_pooling_gpu_impl.cuda.o
    FAILED: prroi_pooling_gpu_impl.cuda.o
    error: expected a declaration
    1 error detected in the compilation of "/tmp/tmpxft_0000becb_00000000-6_prroi_pooling_gpu_impl.cpp1.ii".
    ......
    ......
    ninja: build stopped: subcommand failed.
    Error building extension '_prroi_pooling'
    Done

  16. 20143698lhy commented on Jul 11, 2019

    @20143698lhy
    20143698lhy
    on Jul 11, 2019

    Hi, @DeepBrainsMe @vacancy I meet some problem when I compile this library.It seems that there is something wrong using Ninja-build. Could you give me some advice. Thanks.
    [1/3] /usr/local/cuda/bin/nvcc -DTORCH_EXTENSION_NAME=prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem ....... -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS_ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --compiler-options '-fPIC' -std=c++11 -c /../PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu_impl.cu -o prroi_pooling_gpu_impl.cuda.o
    FAILED: prroi_pooling_gpu_impl.cuda.o
    error: expected a declaration
    1 error detected in the compilation of "/tmp/tmpxft_0000becb_00000000-6_prroi_pooling_gpu_impl.cpp1.ii".
    ......
    ......
    ninja: build stopped: subcommand failed.
    Error building extension '_prroi_pooling'
    Done

    I meet the same issue with you , my issue is following:

    prroi_pooling_gpu_impl.cu(1): error: expected a declaration
    1 error detected in the compilation of "/tmp/tmpxft_00001823_00000000-6_prroi_pooling_gpu_impl.cpp1.ii".

    my environment of CUDA and NVCC is ok
    can you give me some advices? thanks

    @vacancy

  17. QIQIVTrackingY commented on Aug 12, 2019

    @QIQIVTrackingY
    QIQIVTrackingY
    on Aug 12, 2019

    How do you slove the first problem? I have the same problem with you. Thank you. @DeepBrainsMe

  18. haodongze commented on Sep 27, 2019

    @haodongze
    haodongze
    on Sep 27, 2019

    Detected CUDA files, patching ldflags
    Emitting ninja build file /tmp/torch_extensions/prroi_pooling/build.ninja...
    Building extension module prroi_pooling...
    [1/3] /home/haodongze/tools/cuda-9.0/bin/nvcc -DTORCH_EXTENSION_NAME=prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/torch/csrc/api/include -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/TH -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/THC -isystem /home/haodongze/tools/cuda-9.0/include -isystem /home/haodongze/.conda/envs/pytorch/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS     -D__CUDA_NO_HALF_CONVERSIONS    _ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options '-fPIC' -std=c++11 -c /home/haodongze/tracking/pytracking/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu_impl.cu -o prroi_pooling_gpu_impl.cuda.o
    FAILED: prroi_pooling_gpu_impl.cuda.o
    /home/haodongze/tools/cuda-9.0/bin/nvcc -DTORCH_EXTENSION_NAME=prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/torch/csrc/api/include -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/TH -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/THC -isystem /home/haodongze/tools/cuda-9.0/include -isystem /home/haodongze/.conda/envs/pytorch/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS_ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options '-fPIC' -std=c++11 -c /home/haodongze/tracking/pytracking/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu_impl.cu -o prroi_pooling_gpu_impl.cuda.o
    /bin/sh: 1: /home/haodongze/tools/cuda-9.0/bin/nvcc: not found
    [2/3] c++ -MMD -MF prroi_pooling_gpu.o.d -DTORCH_EXTENSION_NAME=_prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/torch/csrc/api/include -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/TH -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/THC -isystem /home/haodongze/tools/cuda-9.0/include -isystem /home/haodongze/.conda/envs/pytorch/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++11 -c /home/haodongze/tracking/pytracking/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu.c -o prroi_pooling_gpu.o
    FAILED: prroi_pooling_gpu.o
    c++ -MMD -MF prroi_pooling_gpu.o.d -DTORCH_EXTENSION_NAME=_prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/torch/csrc/api/include -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/TH -isystem /home/haodongze/.local/lib/python3.6/site-packages/torch/include/THC -isystem /home/haodongze/tools/cuda-9.0/include -isystem /home/haodongze/.conda/envs/pytorch/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++11 -c /home/haodongze/tracking/pytracking/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu.c -o prroi_pooling_gpu.o
    In file included from /home/haodongze/.local/lib/python3.6/site-packages/torch/include/ATen/cuda/CUDAContext.h:5:0,
    from /home/haodongze/tracking/pytracking/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu.c:15:
    /home/haodongze/.local/lib/python3.6/site-packages/torch/include/c10/cuda/CUDAStream.h:6:10: 致命错误：cuda_runtime_api.h：没有那个文件或目录
    请问怎么解决这个问题

  19. Manguotree commented on Oct 19, 2019

    @Manguotree
    Manguotree
    on Oct 19, 2019

    Hi,I can't compile this library , could you give me some advice about this?

    Creating extension directory /tmp/torch_extensions/prroi_pooling... Detected CUDA files, patching ldflags Emitting ninja build file /tmp/torch_extensions/prroi_pooling/build.ninja... Building extension module prroi_pooling... [1/3] /usr/local/cuda/bin/nvcc -DTORCH_EXTENSION_NAME=prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/torch/csrc/api/include -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/TH -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/THC -isystem /usr/local/cuda/include -isystem /home/ning/miniconda3/envs/ATOM/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS__ --compiler-options '-fPIC' -std=c++11 -c /home/ning/code/atom/pytracking/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu_impl.cu -o prroi_pooling_gpu_impl.cuda.o
    [2/3] c++ -MMD -MF prroi_pooling_gpu.o.d -DTORCH_EXTENSION_NAME=_prroi_pooling -DTORCH_API_INCLUDE_EXTENSION_H -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/torch/csrc/api/include -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/TH -isystem /home/ning/miniconda3/envs/ATOM/lib/python3.6/site-packages/torch/lib/include/THC -isystem /usr/local/cuda/include -isystem /home/ning/miniconda3/envs/ATOM/include/python3.6m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++11 -c /home/ning/code/atom/pytracking/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/src/prroi_pooling_gpu.c -o prroi_pooling_gpu.o
    [3/3] c++ prroi_pooling_gpu.o prroi_pooling_gpu_impl.cuda.o -shared -L/usr/local/cuda/lib64 -lcudart -o _prroi_pooling.so
    Loading extension module _prroi_pooling...
    Can not compile Precise RoI Pooling library.
    Done

    How do you slove the first problem?@DeepBrainsMe ,thanks

  20. deepbrainme commented on Oct 19, 2019

    @deepbrainme
    deepbrainme
    on Oct 19, 2019 via email

  21. aqqw2000 commented on Feb 29, 2020

    @aqqw2000
    aqqw2000
    on Feb 29, 2020

    Hi,I can't compile this library , could you give me some advice about this? thank you
    myemail :37913772@qq.com
    python run_tracker.py dimp dimp50 --dataset otb --sequence Basketball
    Evaluating 1 trackers on 1 sequences
    Tracker: dimp dimp50 None , Sequence: Basketball
    /home/zzy/anaconda3/lib/python3.7/site-packages/torch/nn/functional.py:2479: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.
    "See the documentation of nn.Upsample for details.".format(mode))
    Using /tmp/torch_extensions as PyTorch extensions root...
    Command '['which', 'c++']' returned non-zero exit status 1.
    Done

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