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always show install error CUDA version (11.7) mismatches #679

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pangpangcc opened this issue Jan 25, 2025 · 1 comment
Open

always show install error CUDA version (11.7) mismatches #679

pangpangcc opened this issue Jan 25, 2025 · 1 comment

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@pangpangcc
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I recently installed Mamba on my Ubuntu system. My system environment is as follows:
PyTorch version: 2.0.0+cu117
CUDA version: 11.7
CUDA available: True
CUDA device count: 1
Current CUDA device: 0
CUDA device name: Tesla T4

But I tried many times, either from pip or directly installing the source code, and the error message is as follows: I tried to ask Claude and Gemini, and I installed it many times, but it didn't work. Can you help me solve this problem?

Error Log:

Requirement already satisfied: certifi>=2017.4.17 in /root/miniconda3/envs/mamba_env/lib/python3.10/site-packages (from requests->transformers->mamba_ssm==2.2.3) (2024.12.14)
Requirement already satisfied: mpmath<1.4,>=1.1.0 in /root/miniconda3/envs/mamba_env/lib/python3.10/site-packages (from sympy->torch->mamba_ssm==2.2.3) (1.3.0)
Building wheels for collected packages: mamba_ssm
Building editable for mamba_ssm (pyproject.toml) ... error
error: subprocess-exited-with-error

× Building editable for mamba_ssm (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [131 lines of output]
/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/torch/_subclasses/functional_tensor.py:295: UserWarning: Failed to initialize NumPy: No module named 'numpy' (Triggered internally at ../torch/csrc/utils/tensor_numpy.cpp:84.)
cpu = _conversion_method_template(device=torch.device("cpu"))
For maximum compatibility please make sure to include a scheme prefix in your URL (e.g. 'http://'). Given value: Repository

  torch.__version__  = 2.5.1+cu124
  
  
  running editable_wheel
  creating /tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm.egg-info
  writing /tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm.egg-info/PKG-INFO
  writing dependency_links to /tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm.egg-info/dependency_links.txt
  writing requirements to /tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm.egg-info/requires.txt
  writing top-level names to /tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm.egg-info/top_level.txt
  writing manifest file '/tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm.egg-info/SOURCES.txt'
  reading manifest file '/tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm.egg-info/SOURCES.txt'
  adding license file 'LICENSE'
  adding license file 'AUTHORS'
  writing manifest file '/tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm.egg-info/SOURCES.txt'
  creating '/tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm-2.2.3.dist-info'
  creating /tmp/pip-wheel-g0uk_73y/.tmp-47dgffcw/mamba_ssm-2.2.3.dist-info/WHEEL
  running build_py
  running build_ext
  Traceback (most recent call last):
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/editable_wheel.py", line 139, in run
      self._create_wheel_file(bdist_wheel)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/editable_wheel.py", line 340, in _create_wheel_file
      files, mapping = self._run_build_commands(dist_name, unpacked, lib, tmp)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/editable_wheel.py", line 263, in _run_build_commands
      self._run_build_subcommands()
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/editable_wheel.py", line 290, in _run_build_subcommands
      self.run_command(name)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 339, in run_command
      self.distribution.run_command(command)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/dist.py", line 999, in run_command
      super().run_command(command)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 1002, in run_command
      cmd_obj.run()
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/build_ext.py", line 99, in run
      _build_ext.run(self)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 365, in run
      self.build_extensions()
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 520, in build_extensions
      _check_cuda_version(compiler_name, compiler_version)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 415, in _check_cuda_version
      raise RuntimeError(CUDA_MISMATCH_MESSAGE.format(cuda_str_version, torch.version.cuda))
  RuntimeError:
  The detected CUDA version (11.7) mismatches the version that was used to compile
  PyTorch (12.4). Please make sure to use the same CUDA versions.
  
  /tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py:1002: _DebuggingTips: Problem in editable installation.
  !!
  
          ********************************************************************************
          An error happened while installing `mamba_ssm` in editable mode.
  
          The following steps are recommended to help debug this problem:
  
          - Try to install the project normally, without using the editable mode.
            Does the error still persist?
            (If it does, try fixing the problem before attempting the editable mode).
          - If you are using binary extensions, make sure you have all OS-level
            dependencies installed (e.g. compilers, toolchains, binary libraries, ...).
          - Try the latest version of setuptools (maybe the error was already fixed).
          - If you (or your project dependencies) are using any setuptools extension
            or customization, make sure they support the editable mode.
  
          After following the steps above, if the problem still persists and
          you think this is related to how setuptools handles editable installations,
          please submit a reproducible example
          (see https://stackoverflow.com/help/minimal-reproducible-example) to:
  
              https://github.com/pypa/setuptools/issues
  
          See https://setuptools.pypa.io/en/latest/userguide/development_mode.html for details.
          ********************************************************************************
  
  !!
    cmd_obj.run()
  Traceback (most recent call last):
    File "/root/miniconda3/envs/mamba_env/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
      main()
    File "/root/miniconda3/envs/mamba_env/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main
      json_out['return_val'] = hook(**hook_input['kwargs'])
    File "/root/miniconda3/envs/mamba_env/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 273, in build_editable
      return hook(wheel_directory, config_settings, metadata_directory)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 476, in build_editable
      return self._build_with_temp_dir(
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 407, in _build_with_temp_dir
      self.run_setup()
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 320, in run_setup
      exec(code, locals())
    File "<string>", line 336, in <module>
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/__init__.py", line 117, in setup
      return distutils.core.setup(**attrs)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 186, in setup
      return run_commands(dist)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 202, in run_commands
      dist.run_commands()
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 983, in run_commands
      self.run_command(cmd)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/dist.py", line 999, in run_command
      super().run_command(command)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 1002, in run_command
      cmd_obj.run()
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/editable_wheel.py", line 139, in run
      self._create_wheel_file(bdist_wheel)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/editable_wheel.py", line 340, in _create_wheel_file
      files, mapping = self._run_build_commands(dist_name, unpacked, lib, tmp)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/editable_wheel.py", line 263, in _run_build_commands
      self._run_build_subcommands()
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/editable_wheel.py", line 290, in _run_build_subcommands
      self.run_command(name)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 339, in run_command
      self.distribution.run_command(command)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/dist.py", line 999, in run_command
      super().run_command(command)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 1002, in run_command
      cmd_obj.run()
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/command/build_ext.py", line 99, in run
      _build_ext.run(self)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 365, in run
      self.build_extensions()
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 520, in build_extensions
      _check_cuda_version(compiler_name, compiler_version)
    File "/tmp/pip-build-env-2wm1dwk5/overlay/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 415, in _check_cuda_version
      raise RuntimeError(CUDA_MISMATCH_MESSAGE.format(cuda_str_version, torch.version.cuda))
  RuntimeError:
  The detected CUDA version (11.7) mismatches the version that was used to compile
  PyTorch (12.4). Please make sure to use the same CUDA versions.
  
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building editable for mamba_ssm
Failed to build mamba_ssm
ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (mamba_ssm)
@ForestFireBoy
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Hello! Is it true that a in the setup file always outputs the wrong torch and CUDA versions?
I have the same problem.
Have you found a solution？

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@pangpangcc @ForestFireBoy