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Some error with install MultiScaleDeformableAttention package

Open niangea opened this issue 2 years ago • 0 comments

when i run"python src/trackformer/models/ops/setup.py build --build-base=src/trackformer/models/ops/ install " to install MultiScaleDeformableAttention package,I get" running build running build_ext building 'MultiScaleDeformableAttention' extension creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37 creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src/cpu creating /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src/cuda /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/cuda/init.py:104: UserWarning: B1.gpu.small with CUDA capability sm_86 is not compatible with the current PyTorch installation. The current PyTorch install supports CUDA capabilities sm_37 sm_50 sm_60 sm_70 sm_75. If you want to use the B1.gpu.small GPU with PyTorch, please check the instructions at https://pytorch.org/get-started/locally/

warnings.warn(incompatible_device_warn.format(device_name, capability, " ".join(arch_list), device_name)) Emitting ninja build file /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/build.ninja... Compiling objects... Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N) [1/3] /usr/local/cuda/bin/nvcc -DWITH_CUDA -I/root/trackformer/src/trackformer/models/ops/src -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/TH -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda/include -I/root/anaconda3/envs/bishe37/include/python3.7m -c -c /root/trackformer/src/trackformer/models/ops/src/cuda/ms_deform_attn_cuda.cu -o /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src/cuda/ms_deform_attn_cuda.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=MultiScaleDeformableAttention -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=sm_86 -std=c++14 FAILED: /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src/cuda/ms_deform_attn_cuda.o /usr/local/cuda/bin/nvcc -DWITH_CUDA -I/root/trackformer/src/trackformer/models/ops/src -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/TH -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda/include -I/root/anaconda3/envs/bishe37/include/python3.7m -c -c /root/trackformer/src/trackformer/models/ops/src/cuda/ms_deform_attn_cuda.cu -o /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src/cuda/ms_deform_attn_cuda.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=MultiScaleDeformableAttention -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=sm_86 -std=c++14 nvcc fatal : Unsupported gpu architecture 'compute_86' [2/3] c++ -MMD -MF /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src/cpu/ms_deform_attn_cpu.o.d -pthread -B /root/anaconda3/envs/bishe37/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -DWITH_CUDA -I/root/trackformer/src/trackformer/models/ops/src -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/TH -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda/include -I/root/anaconda3/envs/bishe37/include/python3.7m -c -c /root/trackformer/src/trackformer/models/ops/src/cpu/ms_deform_attn_cpu.cpp -o /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src/cpu/ms_deform_attn_cpu.o -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=MultiScaleDeformableAttention -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++14 cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++ [3/3] c++ -MMD -MF /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src/vision.o.d -pthread -B /root/anaconda3/envs/bishe37/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -DWITH_CUDA -I/root/trackformer/src/trackformer/models/ops/src -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/TH -I/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda/include -I/root/anaconda3/envs/bishe37/include/python3.7m -c -c /root/trackformer/src/trackformer/models/ops/src/vision.cpp -o /root/trackformer/src/trackformer/models/ops/temp.linux-x86_64-cpython-37/root/trackformer/src/trackformer/models/ops/src/vision.o -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=MultiScaleDeformableAttention -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++14 cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++ In file included from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/Parallel.h:149, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/utils.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/nn/cloneable.h:5, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/nn.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/all.h:12, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/extension.h:4, from /root/trackformer/src/trackformer/models/ops/src/cpu/ms_deform_attn_cpu.h:2, from /root/trackformer/src/trackformer/models/ops/src/ms_deform_attn.h:3, from /root/trackformer/src/trackformer/models/ops/src/vision.cpp:2: /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/ParallelOpenMP.h:84: warning: ignoring #pragma omp parallel [-Wunknown-pragmas] 84 | #pragma omp parallel for if ((end - begin) >= grain_size) | In file included from /root/trackformer/src/trackformer/models/ops/src/vision.cpp:2: /root/trackformer/src/trackformer/models/ops/src/ms_deform_attn.h: In function ‘at::Tensor ms_deform_attn_forward(const at::Tensor&, const at::Tensor&, const at::Tensor&, const at::Tensor&, int)’: /root/trackformer/src/trackformer/models/ops/src/ms_deform_attn.h:18:20: warning: ‘at::DeprecatedTypeProperties& at::Tensor::type() const’ is deprecated: Tensor.type() is deprecated. Instead use Tensor.options(), which in many cases (e.g. in a constructor) is a drop-in replacement. If you were using data from type(), that is now available from Tensor itself, so instead of tensor.type().scalar_type(), use tensor.scalar_type() instead and instead of tensor.type().backend() use tensor.device(). [-Wdeprecated-declarations] 18 | if (value.type().is_cuda()) | ^ In file included from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/Tensor.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/Context.h:4, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/ATen.h:9, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/types.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader_options.h:4, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/base.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/stateful.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/all.h:8, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/extension.h:4, from /root/trackformer/src/trackformer/models/ops/src/cpu/ms_deform_attn_cpu.h:2, from /root/trackformer/src/trackformer/models/ops/src/ms_deform_attn.h:3, from /root/trackformer/src/trackformer/models/ops/src/vision.cpp:2: /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/core/TensorBody.h:277:30: note: declared here 277 | DeprecatedTypeProperties & type() const { | ^~~~ In file included from /root/trackformer/src/trackformer/models/ops/src/vision.cpp:2: /root/trackformer/src/trackformer/models/ops/src/ms_deform_attn.h: In function ‘std::vectorat::Tensor ms_deform_attn_backward(const at::Tensor&, const at::Tensor&, const at::Tensor&, const at::Tensor&, const at::Tensor&, int)’: /root/trackformer/src/trackformer/models/ops/src/ms_deform_attn.h:39:20: warning: ‘at::DeprecatedTypeProperties& at::Tensor::type() const’ is deprecated: Tensor.type() is deprecated. Instead use Tensor.options(), which in many cases (e.g. in a constructor) is a drop-in replacement. If you were using data from type(), that is now available from Tensor itself, so instead of tensor.type().scalar_type(), use tensor.scalar_type() instead and instead of tensor.type().backend() use tensor.device(). [-Wdeprecated-declarations] 39 | if (value.type().is_cuda()) | ^ In file included from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/Tensor.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/Context.h:4, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/ATen.h:9, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/types.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader_options.h:4, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/base.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader/stateful.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data/dataloader.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/data.h:3, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/csrc/api/include/torch/all.h:8, from /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/torch/extension.h:4, from /root/trackformer/src/trackformer/models/ops/src/cpu/ms_deform_attn_cpu.h:2, from /root/trackformer/src/trackformer/models/ops/src/ms_deform_attn.h:3, from /root/trackformer/src/trackformer/models/ops/src/vision.cpp:2: /root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/include/ATen/core/TensorBody.h:277:30: note: declared here 277 | DeprecatedTypeProperties & type() const { | ^~~~ ninja: build stopped: subcommand failed. Traceback (most recent call last): File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1522, in _run_ninja_build env=env) File "/root/anaconda3/envs/bishe37/lib/python3.7/subprocess.py", line 512, in run output=stdout, stderr=stderr) subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.

The above exception was the direct cause of the following exception:

Traceback (most recent call last): File "src/trackformer/models/ops/setup.py", line 65, in cmdclass={"build_ext": torch.utils.cpp_extension.BuildExtension}, File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/init.py", line 87, in setup return distutils.core.setup(**attrs) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/core.py", line 185, in setup return run_commands(dist) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/core.py", line 201, in run_commands dist.run_commands() File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands self.run_command(cmd) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/dist.py", line 1208, in run_command super().run_command(command) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 988, in run_command cmd_obj.run() File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/command/build.py", line 132, in run self.run_command(cmd_name) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command self.distribution.run_command(command) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/dist.py", line 1208, in run_command super().run_command(command) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 988, in run_command cmd_obj.run() File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 84, in run _build_ext.run(self) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/Cython/Distutils/old_build_ext.py", line 186, in run _build_ext.build_ext.run(self) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 346, in run self.build_extensions() File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 653, in build_extensions build_ext.build_extensions(self) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/Cython/Distutils/old_build_ext.py", line 195, in build_extensions _build_ext.build_ext.build_extensions(self) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 468, in build_extensions self._build_extensions_serial() File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 494, in _build_extensions_serial self.build_extension(ext) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 246, in build_extension _build_ext.build_extension(self, ext) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 556, in build_extension depends=ext.depends, File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 482, in unix_wrap_ninja_compile with_cuda=with_cuda) File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1238, in _write_ninja_file_and_compile_objects error_prefix='Error compiling objects for extension') File "/root/anaconda3/envs/bishe37/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1538, in _run_ninja_build raise RuntimeError(message) from e RuntimeError: Error compiling objects for extension "

Environment:

Provide your environment information using the following command:


PyTorch version: 1.7.1
Is debug build: False
CUDA used to build PyTorch: 11.0
ROCM used to build PyTorch: N/A

OS: Ubuntu 20.04.3 LTS (x86_64)
GCC version: (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0
Clang version: Could not collect
CMake version: version 3.26.3

Python version: 3.7 (64-bit runtime)
Is CUDA available: True
CUDA runtime version: Could not collect
GPU models and configuration:
Nvidia driver version: Could not collect
cuDNN version: Probably one of the following:
/opt/orion/lib/orion-cuda-11.0/libcudnn_orion.so.11.0.8
/usr/lib/x86_64-linux-gnu/libcudnn_adv_infer.so.8.0.5
/usr/lib/x86_64-linux-gnu/libcudnn_adv_train.so.8.0.5
/usr/lib/x86_64-linux-gnu/libcudnn_cnn_infer.so.8.0.5
/usr/lib/x86_64-linux-gnu/libcudnn_cnn_train.so.8.0.5
/usr/lib/x86_64-linux-gnu/libcudnn_ops_infer.so.8.0.5
/usr/lib/x86_64-linux-gnu/libcudnn_ops_train.so.8.0.5
HIP runtime version: N/A
MIOpen runtime version: N/A

Versions of relevant libraries:
[pip3] numpy==1.21.5
[pip3] torch==1.7.1
[pip3] torchaudio==0.7.0a0+a853dff
[pip3] torchfile==0.1.0
[pip3] torchvision==0.8.2
[conda] blas                      1.0                         mkl
[conda] cudatoolkit               11.0.221             h6bb024c_0
[conda] mkl                       2021.4.0           h06a4308_640
[conda] mkl-service               2.4.0            py37h7f8727e_0
[conda] mkl_fft                   1.3.1            py37hd3c417c_0
[conda] mkl_random                1.2.2            py37h51133e4_0
[conda] numpy                     1.18.5                   pypi_0    pypi
[conda] numpy-base                1.21.5           py37ha15fc14_3
[conda] pytorch                   1.7.1           py3.7_cuda11.0.221_cudnn8.0.5_0    pytorch
[conda] torchaudio                0.7.2                      py37    pytorch
[conda] torchfile                 0.1.0                    pypi_0    pypi
[conda] torchvision               0.8.2                py37_cu110    pytorch

niangea avatar Apr 20 '23 03:04 niangea