suyukun666 / s2cnet Goto Github PK
View Code? Open in Web Editor NEWOfficial PyTorch implementation of the “Spatial-Semantic Collaborative Cropping for User Generated Content”. (AAAI24)
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s2cnet's Issues
Could you release the UGCrop5K Dataset？or the pre-trained weight by the UGCrop5K Dataset?
Could you release the UGCrop5K Dataset？or the pre-trained weight by the UGCrop5K Dataset?
Thanks.
error: [Errno 2] No such file or directory: '/usr/local/cuda-10.0/bin/nvcc': '/usr/local/cuda-10.0/bin/nvcc'
when running 'bash make_bash.sh', reported this error.
But the cuda was installed normally. Why is it
when will the code be released
s2cnet is a nice work. i wonder when will the code be released ? Thanks in advance.
How to test on my own images
I have some images, and I want to get cropped sub-images for each image.
question about the paper and model
Hello, i have a question about the paper and model.
To generate the cropping result of the aspect ratio, it is necessary to create several candidate boxes by myself?
The model's inputs is candidate boxes, and the outputs is the score?
i want to confirm that if the code will be released?
Installation fails
Using pytorch/pytorch:2.4.0-cuda11.8-cudnn9-devel
Input:
git clone https://github.com/suyukun666/S2CNet.git
cd S2CNet
pip freeze | grep torch
Output:
torch==2.4.0
torchaudio==2.4.0
torchelastic==0.2.2
torchvision==0.19.0
Input:
bash make_all.sh
Output:
Compiling roi_align kernels by nvcc...
/home/S2CNet/roi_align/setup.py:4: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
from pkg_resources import parse_version
Including CUDA code.
running install
/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` directly.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
********************************************************************************
!!
self.initialize_options()
/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py:66: EasyInstallDeprecationWarning: easy_install command is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` and ``easy_install``.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://github.com/pypa/setuptools/issues/917 for details.
********************************************************************************
!!
self.initialize_options()
running bdist_egg
running egg_info
creating roi_align_api.egg-info
writing roi_align_api.egg-info/PKG-INFO
writing dependency_links to roi_align_api.egg-info/dependency_links.txt
writing top-level names to roi_align_api.egg-info/top_level.txt
writing manifest file 'roi_align_api.egg-info/SOURCES.txt'
reading manifest file 'roi_align_api.egg-info/SOURCES.txt'
writing manifest file 'roi_align_api.egg-info/SOURCES.txt'
installing library code to build/bdist.linux-x86_64/egg
running install_lib
running build_ext
error: [Errno 2] No such file or directory: '/usr/local/cuda-10.0/bin/nvcc'
Compiling rod_align kernels by nvcc...
In file included from rod_align_kernel.cu:2:
rod_align_kernel.h:4:10: fatal error: THC/THC.h: No such file or directory
4 | #include <THC/THC.h>
| ^~~~~~~~~~~
compilation terminated.
/home/S2CNet/rod_align/setup.py:4: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
from pkg_resources import parse_version
Including CUDA code.
running install
/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` directly.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
********************************************************************************
!!
self.initialize_options()
/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py:66: EasyInstallDeprecationWarning: easy_install command is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` and ``easy_install``.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://github.com/pypa/setuptools/issues/917 for details.
********************************************************************************
!!
self.initialize_options()
running bdist_egg
running egg_info
creating rod_align_api.egg-info
writing rod_align_api.egg-info/PKG-INFO
writing dependency_links to rod_align_api.egg-info/dependency_links.txt
writing top-level names to rod_align_api.egg-info/top_level.txt
writing manifest file 'rod_align_api.egg-info/SOURCES.txt'
reading manifest file 'rod_align_api.egg-info/SOURCES.txt'
writing manifest file 'rod_align_api.egg-info/SOURCES.txt'
installing library code to build/bdist.linux-x86_64/egg
running install_lib
running build_ext
error: [Errno 2] No such file or directory: '/usr/local/cuda-10.0/bin/nvcc'
After editing the make.sh files to use arch 86 (RTX A4000) and set the path to CUDA 11.8 instead of 10.0:
Compiling roi_align kernels by nvcc...
/home/S2CNet/roi_align/setup.py:4: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
from pkg_resources import parse_version
Including CUDA code.
running install
/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` directly.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
********************************************************************************
!!
self.initialize_options()
/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py:66: EasyInstallDeprecationWarning: easy_install command is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` and ``easy_install``.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://github.com/pypa/setuptools/issues/917 for details.
********************************************************************************
!!
self.initialize_options()
running bdist_egg
running egg_info
writing roi_align_api.egg-info/PKG-INFO
writing dependency_links to roi_align_api.egg-info/dependency_links.txt
writing top-level names to roi_align_api.egg-info/top_level.txt
reading manifest file 'roi_align_api.egg-info/SOURCES.txt'
writing manifest file 'roi_align_api.egg-info/SOURCES.txt'
installing library code to build/bdist.linux-x86_64/egg
running install_lib
running build_ext
/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py:424: UserWarning: There are no g++ version bounds defined for CUDA version 11.8
warnings.warn(f'There are no {compiler_name} version bounds defined for CUDA version {cuda_str_version}')
building 'roi_align_api' extension
creating /home/S2CNet/roi_align/build
creating /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311
creating /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311/src
/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py:1965: UserWarning: TORCH_CUDA_ARCH_LIST is not set, all archs for visible cards are included for compilation.
If this is not desired, please set os.environ['TORCH_CUDA_ARCH_LIST'].
warnings.warn(
Emitting ninja build file /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311/build.ninja...
Compiling objects...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
[1/2] c++ -MMD -MF /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311/src/roi_align_cuda.o.d -pthread -B /opt/conda/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/conda/include -fPIC -O2 -isystem /opt/conda/include -fPIC -I/home/S2CNet/roi_align -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/include/python3.11 -c -c /home/S2CNet/roi_align/src/roi_align_cuda.cpp -o /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311/src/roi_align_cuda.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=roi_align_api -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++17
FAILED: /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311/src/roi_align_cuda.o
c++ -MMD -MF /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311/src/roi_align_cuda.o.d -pthread -B /opt/conda/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/conda/include -fPIC -O2 -isystem /opt/conda/include -fPIC -I/home/S2CNet/roi_align -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/include/python3.11 -c -c /home/S2CNet/roi_align/src/roi_align_cuda.cpp -o /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311/src/roi_align_cuda.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=roi_align_api -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++17
/home/S2CNet/roi_align/src/roi_align_cuda.cpp:1:10: fatal error: THC/THC.h: No such file or directory
1 | #include <THC/THC.h>
| ^~~~~~~~~~~
compilation terminated.
[2/2] /usr/local/cuda-11.8/bin/nvcc --generate-dependencies-with-compile --dependency-output /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311/src/roi_align_kernel.o.d -I/home/S2CNet/roi_align -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/include/python3.11 -c -c /home/S2CNet/roi_align/src/roi_align_kernel.cu -o /home/S2CNet/roi_align/build/temp.linux-x86_64-cpython-311/src/roi_align_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=roi_align_api -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++17
ninja: build stopped: subcommand failed.
Traceback (most recent call last):
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 2105, in _run_ninja_build
subprocess.run(
File "/opt/conda/lib/python3.11/subprocess.py", line 571, in run
raise CalledProcessError(retcode, process.args,
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 "/home/S2CNet/roi_align/setup.py", line 55, in <module>
setup(
File "/opt/conda/lib/python3.11/site-packages/setuptools/__init__.py", line 104, in setup
return distutils.core.setup(**attrs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 184, in setup
return run_commands(dist)
^^^^^^^^^^^^^^^^^^
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 200, in run_commands
dist.run_commands()
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/opt/conda/lib/python3.11/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/install.py", line 87, in run
self.do_egg_install()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/install.py", line 139, in do_egg_install
self.run_command('bdist_egg')
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
self.distribution.run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/bdist_egg.py", line 167, in run
cmd = self.call_command('install_lib', warn_dir=0)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/bdist_egg.py", line 153, in call_command
self.run_command(cmdname)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
self.distribution.run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/install_lib.py", line 11, in run
self.build()
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/install_lib.py", line 110, in build
self.run_command('build_ext')
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
self.distribution.run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/build_ext.py", line 91, in run
_build_ext.run(self)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 359, in run
self.build_extensions()
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 866, in build_extensions
build_ext.build_extensions(self)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 479, in build_extensions
self._build_extensions_serial()
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 505, in _build_extensions_serial
self.build_extension(ext)
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/build_ext.py", line 252, in build_extension
_build_ext.build_extension(self, ext)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 560, in build_extension
objects = self.compiler.compile(
^^^^^^^^^^^^^^^^^^^^^^
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 679, in unix_wrap_ninja_compile
_write_ninja_file_and_compile_objects(
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 1785, in _write_ninja_file_and_compile_objects
_run_ninja_build(
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 2121, in _run_ninja_build
raise RuntimeError(message) from e
RuntimeError: Error compiling objects for extension
Compiling rod_align kernels by nvcc...
In file included from rod_align_kernel.cu:2:
rod_align_kernel.h:4:10: fatal error: THC/THC.h: No such file or directory
4 | #include <THC/THC.h>
| ^~~~~~~~~~~
compilation terminated.
/home/S2CNet/rod_align/setup.py:4: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
from pkg_resources import parse_version
Including CUDA code.
running install
/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` directly.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
********************************************************************************
!!
self.initialize_options()
/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py:66: EasyInstallDeprecationWarning: easy_install command is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` and ``easy_install``.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://github.com/pypa/setuptools/issues/917 for details.
********************************************************************************
!!
self.initialize_options()
running bdist_egg
running egg_info
writing rod_align_api.egg-info/PKG-INFO
writing dependency_links to rod_align_api.egg-info/dependency_links.txt
writing top-level names to rod_align_api.egg-info/top_level.txt
reading manifest file 'rod_align_api.egg-info/SOURCES.txt'
writing manifest file 'rod_align_api.egg-info/SOURCES.txt'
installing library code to build/bdist.linux-x86_64/egg
running install_lib
running build_ext
/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py:424: UserWarning: There are no g++ version bounds defined for CUDA version 11.8
warnings.warn(f'There are no {compiler_name} version bounds defined for CUDA version {cuda_str_version}')
building 'rod_align_api' extension
creating /home/S2CNet/rod_align/build
creating /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311
creating /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src
/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py:1965: UserWarning: TORCH_CUDA_ARCH_LIST is not set, all archs for visible cards are included for compilation.
If this is not desired, please set os.environ['TORCH_CUDA_ARCH_LIST'].
warnings.warn(
Emitting ninja build file /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/build.ninja...
Compiling objects...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
[1/2] c++ -MMD -MF /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_cuda.o.d -pthread -B /opt/conda/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/conda/include -fPIC -O2 -isystem /opt/conda/include -fPIC -I/home/S2CNet/rod_align -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/include/python3.11 -c -c /home/S2CNet/rod_align/src/rod_align_cuda.cpp -o /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_cuda.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=rod_align_api -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++17
FAILED: /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_cuda.o
c++ -MMD -MF /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_cuda.o.d -pthread -B /opt/conda/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/conda/include -fPIC -O2 -isystem /opt/conda/include -fPIC -I/home/S2CNet/rod_align -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/include/python3.11 -c -c /home/S2CNet/rod_align/src/rod_align_cuda.cpp -o /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_cuda.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=rod_align_api -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++17
/home/S2CNet/rod_align/src/rod_align_cuda.cpp:1:10: fatal error: THC/THC.h: No such file or directory
1 | #include <THC/THC.h>
| ^~~~~~~~~~~
compilation terminated.
[2/2] /usr/local/cuda-11.8/bin/nvcc --generate-dependencies-with-compile --dependency-output /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_kernel.o.d -I/home/S2CNet/rod_align -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/include/python3.11 -c -c /home/S2CNet/rod_align/src/rod_align_kernel.cu -o /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=rod_align_api -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++17
FAILED: /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_kernel.o
/usr/local/cuda-11.8/bin/nvcc --generate-dependencies-with-compile --dependency-output /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_kernel.o.d -I/home/S2CNet/rod_align -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/lib/python3.11/site-packages/torch/include -I/opt/conda/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/opt/conda/lib/python3.11/site-packages/torch/include/TH -I/opt/conda/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/opt/conda/include/python3.11 -c -c /home/S2CNet/rod_align/src/rod_align_kernel.cu -o /home/S2CNet/rod_align/build/temp.linux-x86_64-cpython-311/src/rod_align_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=rod_align_api -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++17
In file included from /home/S2CNet/rod_align/src/rod_align_kernel.cu:2:
/home/S2CNet/rod_align/src/rod_align_kernel.h:4:10: fatal error: THC/THC.h: No such file or directory
4 | #include <THC/THC.h>
| ^~~~~~~~~~~
compilation terminated.
ninja: build stopped: subcommand failed.
Traceback (most recent call last):
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 2105, in _run_ninja_build
subprocess.run(
File "/opt/conda/lib/python3.11/subprocess.py", line 571, in run
raise CalledProcessError(retcode, process.args,
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 "/home/S2CNet/rod_align/setup.py", line 53, in <module>
setup(
File "/opt/conda/lib/python3.11/site-packages/setuptools/__init__.py", line 104, in setup
return distutils.core.setup(**attrs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 184, in setup
return run_commands(dist)
^^^^^^^^^^^^^^^^^^
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 200, in run_commands
dist.run_commands()
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/opt/conda/lib/python3.11/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/install.py", line 87, in run
self.do_egg_install()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/install.py", line 139, in do_egg_install
self.run_command('bdist_egg')
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
self.distribution.run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/bdist_egg.py", line 167, in run
cmd = self.call_command('install_lib', warn_dir=0)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/bdist_egg.py", line 153, in call_command
self.run_command(cmdname)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
self.distribution.run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/install_lib.py", line 11, in run
self.build()
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/install_lib.py", line 110, in build
self.run_command('build_ext')
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
self.distribution.run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/build_ext.py", line 91, in run
_build_ext.run(self)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 359, in run
self.build_extensions()
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 866, in build_extensions
build_ext.build_extensions(self)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 479, in build_extensions
self._build_extensions_serial()
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 505, in _build_extensions_serial
self.build_extension(ext)
File "/opt/conda/lib/python3.11/site-packages/setuptools/command/build_ext.py", line 252, in build_extension
_build_ext.build_extension(self, ext)
File "/opt/conda/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 560, in build_extension
objects = self.compiler.compile(
^^^^^^^^^^^^^^^^^^^^^^
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 679, in unix_wrap_ninja_compile
_write_ninja_file_and_compile_objects(
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 1785, in _write_ninja_file_and_compile_objects
_run_ninja_build(
File "/opt/conda/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 2121, in _run_ninja_build
raise RuntimeError(message) from e
RuntimeError: Error compiling objects for extension
where is the rcnn_bboxes come from?
where is the rcnn_bboxes come from?
How to handle fewer than 5 rcnn boxes?
Hi,
What would be the correct way to handle the situation where the object detector does not find 5 objects? If it finds at least one object, I suppose you could repeat those bounding box. What if it doesn't find any objects?
Thx
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