我的安装步骤:
conda create -n modelscope python=3.9
conda activate modelscope
python -m pip install torch==1.11.0 torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113
python -m pip install modelscope[audio] -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html
Windows10 环境、cuda11.7、显卡驱动正常。nvcc正常。
然后开始安装modelscope[audio]后就失败了,失败日志如下:
Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing metadata (pyproject.toml) ... error
error: subprocess-exited-with-error
× Preparing metadata (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [90 lines of output]
Running from numpy source directory.
:425: UserWarning: Unrecognized setuptools command, proceeding with generating Cython sources and expanding templates
C:\Users\python\AppData\Local\Temp\pip-install-4o_hm7ce\numpy_c0844180114c43c4a10792bf306150d5\tools\cythonize.py:75: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
required_version = LooseVersion('0.29.13')
C:\Users\python\AppData\Local\Temp\pip-install-4o_hm7ce\numpy_c0844180114c43c4a10792bf306150d5\tools\cythonize.py:77: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
if LooseVersion(cython_version) < required_version:
tion as 'noexcept' if you control the definition and you're sure you don't want the function to raise exceptions.
performance hint: _generator.pyx:816:41: Exception check will always require the GIL to be acquired.
Possible solutions:
1. Declare the function as 'noexcept' if you control the definition and you're sure you don't want the function to raise exceptions.
2. Use an 'int' return type on the function to allow an error code to be returned.
performance hint: _generator.pyx:845:45: Exception check will always require the GIL to be acquired.
Possible solutions:
1. Declare the function as 'noexcept' if you control the definition and you're sure you don't want the function to raise exceptions.
2. Use an 'int' return type on the function to allow an error code to be returned.
...
for i in range(1, RK_STATE_LEN):
self.rng_state.key[i] = val[i]
self.rng_state.pos = i
self._bitgen.state = &self.rng_state
self._bitgen.next_uint64 = &mt19937_uint64
^
------------------------------------------------------------
_mt19937.pyx:138:35: Cannot assign type 'uint64_t (*)(void *) except? -1 nogil' to 'uint64_t (*)(void *) noexcept nogil'. Exception values are incompatible. Suggest adding 'noexcept' to type 'uint64_t (void *) except? -1 nogil'.
Processing numpy/random\_bounded_integers.pxd.in
Processing numpy/random\mtrand.pyx
Processing numpy/random\_bit_generator.pyx
Processing numpy/random\_bounded_integers.pyx.in
Processing numpy/random\_common.pyx
Processing numpy/random\_generator.pyx
Processing numpy/random\_mt19937.pyx
Traceback (most recent call last):
File "C:\Users\python\AppData\Local\Temp\pip-install-4o_hm7ce\numpy_c0844180114c43c4a10792bf306150d5\tools\cythonize.py", line 238, in <module>
main()
File "C:\Users\python\AppData\Local\Temp\pip-install-4o_hm7ce\numpy_c0844180114c43c4a10792bf306150d5\tools\cythonize.py", line 234, in main
find_process_files(root_dir)
File "C:\Users\python\AppData\Local\Temp\pip-install-4o_hm7ce\numpy_c0844180114c43c4a10792bf306150d5\tools\cythonize.py", line 225, in find_process_files
process(root_dir, fromfile, tofile, function, hash_db)
File "C:\Users\python\AppData\Local\Temp\pip-install-4o_hm7ce\numpy_c0844180114c43c4a10792bf306150d5\tools\cythonize.py", line 191, in process
processor_function(fromfile, tofile)
File "C:\Users\python\AppData\Local\Temp\pip-install-4o_hm7ce\numpy_c0844180114c43c4a10792bf306150d5\tools\cythonize.py", line 80, in process_pyx
subprocess.check_call(
File "C:\Users\python\.conda\envs\voice\lib\subprocess.py", line 373, in check_call
raise CalledProcessError(retcode, cmd)
subprocess.CalledProcessError: Command '['C:\\Users\\python\\.conda\\envs\\voice\\python.exe', '-m', 'cython', '-3', '--fast-fail', '-o', '_mt19937.c', '_mt19937.pyx']' returned non-zero exit status 1.
Cythonizing sources
Traceback (most recent call last):
File "C:\Users\python\.conda\envs\voice\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 353, in <module>
main()
File "C:\Users\python\.conda\envs\voice\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 335, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "C:\Users\python\.conda\envs\voice\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 149, in prepare_metadata_for_build_wheel
return hook(metadata_directory, config_settings)
File "C:\Users\python\AppData\Local\Temp\pip-build-env-ncvrywby\overlay\Lib\site-packages\setuptools\build_meta.py", line 366, in prepare_metadata_for_build_wheel
self.run_setup()
File "C:\Users\python\AppData\Local\Temp\pip-build-env-ncvrywby\overlay\Lib\site-packages\setuptools\build_meta.py", line 480, in run_setup
super(_BuildMetaLegacyBackend, self).run_setup(setup_script=setup_script)
File "C:\Users\python\AppData\Local\Temp\pip-build-env-ncvrywby\overlay\Lib\site-packages\setuptools\build_meta.py", line 311, in run_setup
exec(code, locals())
File "<string>", line 450, in <module>
File "<string>", line 433, in setup_package
File "<string>", line 240, in generate_cython
RuntimeError: Running cythonize failed!
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed
× Encountered error while generating package metadata.
╰─> See above for output.
note: This is an issue with the package mentioned above, not pip.
hint: See above for details.
根据提供的错误日志,问题出在安装 numpy 和 Cython 的过程中。这可能是因为当前的 pip 版本或 numpy 安装源与您的环境不兼容。为了解决这个问题,请尝试以下步骤:
首先卸载之前安装的 numpy 和 Cython:
pip uninstall numpy cython
使用 conda 安装 numpy 和 Cython:
conda install numpy cython
确保您已经正确安装了 torchaudio 和 torch(使用 cu113 版本):
pip install torch==1.11.0 torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113
最后,尝试重新安装 modelscope[audio]:
pip install modelscope[audio] -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html