install failed, please help

[weiforce]

(plenoxel) root@6ba5ad9d785b:~/svox2# pip install .
Processing /root/svox2
DEPRECATION: A future pip version will change local packages to be built in-place without first copying to a temporary directory. We recommend you use --use-feature=in-tree-build to test your packages with this new behavior before it becomes the default.
pip 21.3 will remove support for this functionality. You can find discussion regarding this at pypa/pip#7555.
Building wheels for collected packages: svox2
Building wheel for svox2 (setup.py) ... error
ERROR: Command errored out with exit status 1:
command: /root/miniconda/envs/plenoxel/bin/python -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-1y564l6b/setup.py'"'"'; file='"'"'/tmp/pip-req-build-1y564l6b/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' bdist_wheel -d /tmp/pip-wheel-mrnyst1c
cwd: /tmp/pip-req-build-1y564l6b/
Complete output (65 lines):
No CUDA runtime is found, using CUDA_HOME='/usr/local/cuda'
running bdist_wheel
running build
running build_py
creating build
creating build/lib.linux-x86_64-3.8
creating build/lib.linux-x86_64-3.8/svox2
copying svox2/init.py -> build/lib.linux-x86_64-3.8/svox2
copying svox2/defs.py -> build/lib.linux-x86_64-3.8/svox2
copying svox2/svox2.py -> build/lib.linux-x86_64-3.8/svox2
copying svox2/utils.py -> build/lib.linux-x86_64-3.8/svox2
copying svox2/version.py -> build/lib.linux-x86_64-3.8/svox2
package init file 'svox2/csrc/init.py' not found (or not a regular file)
running build_ext
/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py:782: UserWarning: The detected CUDA version (11.4) has a minor version mismatch with the version that was used to compile PyTorch (11.3). Most likely this shouldn't be a problem.
warnings.warn(CUDA_MISMATCH_WARN.format(cuda_str_version, torch.version.cuda))
building 'svox2.csrc' extension
creating /tmp/pip-req-build-1y564l6b/build/temp.linux-x86_64-3.8
creating /tmp/pip-req-build-1y564l6b/build/temp.linux-x86_64-3.8/svox2
creating /tmp/pip-req-build-1y564l6b/build/temp.linux-x86_64-3.8/svox2/csrc
Traceback (most recent call last):
File "", line 1, in
File "/tmp/pip-req-build-1y564l6b/setup.py", line 55, in
setup(
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/setuptools/init.py", line 153, in setup
return distutils.core.setup(**attrs)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/core.py", line 148, in setup
dist.run_commands()
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/dist.py", line 966, in run_commands
self.run_command(cmd)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/dist.py", line 985, in run_command
cmd_obj.run()
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/wheel/bdist_wheel.py", line 299, in run
self.run_command('build')
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/cmd.py", line 313, in run_command
self.distribution.run_command(command)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/dist.py", line 985, in run_command
cmd_obj.run()
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build.py", line 135, in run
self.run_command(cmd_name)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/cmd.py", line 313, in run_command
self.distribution.run_command(command)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/dist.py", line 985, in run_command
cmd_obj.run()
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 79, in run
_build_ext.run(self)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build_ext.py", line 340, in run
self.build_extensions()
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 735, in build_extensions
build_ext.build_extensions(self)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build_ext.py", line 449, in build_extensions
self._build_extensions_serial()
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build_ext.py", line 474, in _build_extensions_serial
self.build_extension(ext)
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 202, in build_extension
_build_ext.build_extension(self, ext)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build_ext.py", line 528, in build_extension
objects = self.compiler.compile(sources,
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 551, in unix_wrap_ninja_compile
cuda_post_cflags = unix_cuda_flags(cuda_post_cflags)
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 450, in unix_cuda_flags
cflags + _get_cuda_arch_flags(cflags))
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1606, in _get_cuda_arch_flags
arch_list[-1] += '+PTX'
IndexError: list index out of range

ERROR: Failed building wheel for svox2
Running setup.py clean for svox2
Failed to build svox2
Installing collected packages: svox2
Running setup.py install for svox2 ... error
ERROR: Command errored out with exit status 1:
command: /root/miniconda/envs/plenoxel/bin/python -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-1y564l6b/setup.py'"'"'; file='"'"'/tmp/pip-req-build-1y564l6b/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /tmp/pip-record-uibjp4fh/install-record.txt --single-version-externally-managed --compile --install-headers /root/miniconda/envs/plenoxel/include/python3.8/svox2
cwd: /tmp/pip-req-build-1y564l6b/
Complete output (67 lines):
No CUDA runtime is found, using CUDA_HOME='/usr/local/cuda'
running install
running build
running build_py
creating build
creating build/lib.linux-x86_64-3.8
creating build/lib.linux-x86_64-3.8/svox2
copying svox2/init.py -> build/lib.linux-x86_64-3.8/svox2
copying svox2/defs.py -> build/lib.linux-x86_64-3.8/svox2
copying svox2/svox2.py -> build/lib.linux-x86_64-3.8/svox2
copying svox2/utils.py -> build/lib.linux-x86_64-3.8/svox2
copying svox2/version.py -> build/lib.linux-x86_64-3.8/svox2
package init file 'svox2/csrc/init.py' not found (or not a regular file)
running build_ext
/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py:782: UserWarning: The detected CUDA version (11.4) has a minor version mismatch with the version that was used to compile PyTorch (11.3). Most likely this shouldn't be a problem.
warnings.warn(CUDA_MISMATCH_WARN.format(cuda_str_version, torch.version.cuda))
building 'svox2.csrc' extension
creating /tmp/pip-req-build-1y564l6b/build/temp.linux-x86_64-3.8
creating /tmp/pip-req-build-1y564l6b/build/temp.linux-x86_64-3.8/svox2
creating /tmp/pip-req-build-1y564l6b/build/temp.linux-x86_64-3.8/svox2/csrc
Traceback (most recent call last):
File "", line 1, in
File "/tmp/pip-req-build-1y564l6b/setup.py", line 55, in
setup(
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/setuptools/init.py", line 153, in setup
return distutils.core.setup(**attrs)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/core.py", line 148, in setup
dist.run_commands()
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/dist.py", line 966, in run_commands
self.run_command(cmd)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/dist.py", line 985, in run_command
cmd_obj.run()
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/setuptools/command/install.py", line 61, in run
return orig.install.run(self)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/install.py", line 545, in run
self.run_command('build')
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/cmd.py", line 313, in run_command
self.distribution.run_command(command)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/dist.py", line 985, in run_command
cmd_obj.run()
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build.py", line 135, in run
self.run_command(cmd_name)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/cmd.py", line 313, in run_command
self.distribution.run_command(command)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/dist.py", line 985, in run_command
cmd_obj.run()
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 79, in run
_build_ext.run(self)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build_ext.py", line 340, in run
self.build_extensions()
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 735, in build_extensions
build_ext.build_extensions(self)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build_ext.py", line 449, in build_extensions
self._build_extensions_serial()
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build_ext.py", line 474, in _build_extensions_serial
self.build_extension(ext)
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 202, in build_extension
_build_ext.build_extension(self, ext)
File "/root/miniconda/envs/plenoxel/lib/python3.8/distutils/command/build_ext.py", line 528, in build_extension
objects = self.compiler.compile(sources,
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 551, in unix_wrap_ninja_compile
cuda_post_cflags = unix_cuda_flags(cuda_post_cflags)
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 450, in unix_cuda_flags
cflags + _get_cuda_arch_flags(cflags))
File "/root/miniconda/envs/plenoxel/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1606, in _get_cuda_arch_flags
arch_list[-1] += '+PTX'
IndexError: list index out of range
----------------------------------------
ERROR: Command errored out with exit status 1: /root/miniconda/envs/plenoxel/bin/python -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-1y564l6b/setup.py'"'"'; file='"'"'/tmp/pip-req-build-1y564l6b/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /tmp/pip-record-uibjp4fh/install-record.txt --single-version-externally-managed --compile --install-headers /root/miniconda/envs/plenoxel/include/python3.8/svox2 Check the logs for full command output.

[bolshoytoster]

The problem here, is that torch couldn't identify your gpu's CC (compute capability). You have to tell it by defining an environment variable TORCH_CUDA_ARCH_LIST to your gpu's CC +'+PTX', e.g. in bash:

TORCH_CUDA_ARCH_LIST=5.0+PTX

Then run pip install . again.

If you don't know your gpu's CC, if you have an NVIDIA gpu you can run nvidia-smi to get the model if you don't know it already, then look it up in this table:

If you don't have an NVIDIA gpu you'll have to look up the CC by it's model on the internet.

Unrelated, it's generally considered bad practise to run pip as root.

[weiforce]

The problem here, is that torch couldn't identify your gpu's CC (compute capability). You have to tell it by defining an environment variable TORCH_CUDA_ARCH_LIST to your gpu's CC +'+PTX', e.g. in bash:

TORCH_CUDA_ARCH_LIST=5.0+PTX

Then run pip install . again.

If you don't know your gpu's CC, if you have an NVIDIA gpu you can run nvidia-smi to get the model if you don't know it already, then look it up in this table:

If you don't have an NVIDIA gpu you'll have to look up the CC by it's model on the internet.

Unrelated, it's generally considered bad practise to run pip as root.

It worked! Thanks.

[dadaphl]

If you don't know your gpu's CC, if you have an NVIDIA gpu you can run nvidia-smi to get the model if you don't know it already, then look it up in this table:

@bolshoytoster could you please post a link to this table? My (fairly new) nvidia gpu is not listed in the screenshot. I assume it might have been updated but i can not find this table on the nvidia site. thanks.

[bolshoytoster]

@dadaphl sorry, I can’t seem to find the exact article, but I think got it from something on mylifeismymessage.net.

I did find a wikipedia article that might contain your gpu. Look for ‘Compute ability’ or ‘CUDA Compute ability’ in the tables (it looks like it only gives it for the GeForce 8xxx and tesla series’)

[soumendra]

I had to use export TORCH_CUDA_ARCH_LIST="6.1 7.5 8.6" for it to work.