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Tensors and Dynamic neural networks in Python with strong GPU acceleration
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ARM64! - Problem installing torch on Notebook with Windows 11 with Snapdragon CPU (ASUS Vivobook S15) with Python 3.12.5 -> "No matching distribution found for torch" #133804

Closed capiman closed 2 months ago

capiman commented 2 months ago

🐛 Describe the bug

Just not yet supported? Or different way to install? Perhaps nightly is helpful?

C:\python\python-test-export>python -m pip inspect
{
  "version": "1",
  "pip_version": "24.2",
  "installed": [
    {
      "metadata": {
        "metadata_version": "2.1",
        "name": "numpy",
        "version": "2.0.1",
        "summary": "Fundamental package for array computing in Python",
        "description": "<h1 align=\"center\">\n<img src=\"https://raw.githubusercontent.com/numpy/numpy/main/branding/logo/primary/numpylogo.svg\" width=\"300\">\n</h1><br>\n\n\n[![Powered by NumFOCUS](https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A)](\nhttps://numfocus.org)\n[![PyPI Downloads](https://img.shields.io/pypi/dm/numpy.svg?label=PyPI%20downloads)](\nhttps://pypi.org/project/numpy/)\n[![Conda Downloads](https://img.shields.io/conda/dn/conda-forge/numpy.svg?label=Conda%20downloads)](\nhttps://anaconda.org/conda-forge/numpy)\n[![Stack Overflow](https://img.shields.io/badge/stackoverflow-Ask%20questions-blue.svg)](\nhttps://stackoverflow.com/questions/tagged/numpy)\n[![Nature Paper](https://img.shields.io/badge/DOI-10.1038%2Fs41586--020--2649--2-blue)](\nhttps://doi.org/10.1038/s41586-020-2649-2)\n[![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/numpy/numpy/badge)](https://securityscorecards.dev/viewer/?uri=github.com/numpy/numpy)\n\n\nNumPy is the fundamental package for scientific computing with Python.\n\n- **Website:** https://www.numpy.org\n- **Documentation:** https://numpy.org/doc\n- **Mailing list:** https://mail.python.org/mailman/listinfo/numpy-discussion\n- **Source code:** https://github.com/numpy/numpy\n- **Contributing:** https://www.numpy.org/devdocs/dev/index.html\n- **Bug reports:** https://github.com/numpy/numpy/issues\n- **Report a security vulnerability:** https://tidelift.com/docs/security\n\nIt provides:\n\n- a powerful N-dimensional array object\n- sophisticated (broadcasting) functions\n- tools for integrating C/C++ and Fortran code\n- useful linear algebra, Fourier transform, and random number capabilities\n\nTesting:\n\nNumPy requires `pytest` and `hypothesis`.  Tests can then be run after installation with:\n\n    python -c \"import numpy, sys; sys.exit(numpy.test() is False)\"\n\nCode of Conduct\n----------------------\n\nNumPy is a community-driven open source project developed by a diverse group of\n[contributors](https://numpy.org/teams/). The NumPy leadership has made a strong\ncommitment to creating an open, inclusive, and positive community. Please read the\n[NumPy Code of Conduct](https://numpy.org/code-of-conduct/) for guidance on how to interact\nwith others in a way that makes our community thrive.\n\nCall for Contributions\n----------------------\n\nThe NumPy project welcomes your expertise and enthusiasm!\n\nSmall improvements or fixes are always appreciated. If you are considering larger contributions\nto the source code, please contact us through the [mailing\nlist](https://mail.python.org/mailman/listinfo/numpy-discussion) first.\n\nWriting code isn’t the only way to contribute to NumPy. You can also:\n- review pull requests\n- help us stay on top of new and old issues\n- develop tutorials, presentations, and other educational materials\n- maintain and improve [our website](https://github.com/numpy/numpy.org)\n- develop graphic design for our brand assets and promotional materials\n- translate website content\n- help with outreach and onboard new contributors\n- write grant proposals and help with other fundraising efforts\n\nFor more information about the ways you can contribute to NumPy, visit [our website](https://numpy.org/contribute/). \nIf you’re unsure where to start or how your skills fit in, reach out! You can\nask on the mailing list or here, on GitHub, by opening a new issue or leaving a\ncomment on a relevant issue that is already open.\n\nOur preferred channels of communication are all public, but if you’d like to\nspeak to us in private first, contact our community coordinators at\nnumpy-team@googlegroups.com or on Slack (write numpy-team@googlegroups.com for\nan invitation).\n\nWe also have a biweekly community call, details of which are announced on the\nmailing list. You are very welcome to join.\n\nIf you are new to contributing to open source, [this\nguide](https://opensource.guide/how-to-contribute/) helps explain why, what,\nand how to successfully get involved.\n",
        "description_content_type": "text/markdown",
        "home_page": "https://numpy.org",
        "author": "Travis E. Oliphant et al.",
        "maintainer_email": "NumPy Developers <numpy-discussion@python.org>",
        "license": "Copyright (c) 2005-2024, NumPy Developers.\nAll rights reserved.\n\nRedistribution and use in source and binary forms, with or without\nmodification, are permitted provided that the following conditions are\nmet:\n\n    * Redistributions of source code must retain the above copyright\n       notice, this list of conditions and the following disclaimer.\n\n    * Redistributions in binary form must reproduce the above\n       copyright notice, this list of conditions and the following\n       disclaimer in the documentation and/or other materials provided\n       with the distribution.\n\n    * Neither the name of the NumPy Developers nor the names of any\n       contributors may be used to endorse or promote products derived\n       from this software without specific prior written permission.\n\nTHIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n\"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT\nLIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR\nA PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT\nOWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,\nSPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT\nLIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,\nDATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY\nTHEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT\n(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE\nOF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.",
        "classifier": [
          "Development Status :: 5 - Production/Stable",
          "Intended Audience :: Science/Research",
          "Intended Audience :: Developers",
          "License :: OSI Approved :: BSD License",
          "Programming Language :: C",
          "Programming Language :: Python",
          "Programming Language :: Python :: 3",
          "Programming Language :: Python :: 3.9",
          "Programming Language :: Python :: 3.10",
          "Programming Language :: Python :: 3.11",
          "Programming Language :: Python :: 3.12",
          "Programming Language :: Python :: 3 :: Only",
          "Programming Language :: Python :: Implementation :: CPython",
          "Topic :: Software Development",
          "Topic :: Scientific/Engineering",
          "Typing :: Typed",
          "Operating System :: Microsoft :: Windows",
          "Operating System :: POSIX",
          "Operating System :: Unix",
          "Operating System :: MacOS"
        ],
        "requires_python": ">=3.9",
        "project_url": [
          "Homepage, https://numpy.org",
          "Documentation, https://numpy.org/doc/",
          "Source, https://github.com/numpy/numpy",
          "Download, https://pypi.org/project/numpy/#files",
          "Tracker, https://github.com/numpy/numpy/issues",
          "Release notes, https://numpy.org/doc/stable/release"
        ]
      },
      "metadata_location": "C:\\Users\\marti\\AppData\\Local\\Programs\\Python\\Python312-arm64\\Lib\\site-packages\\numpy-2.0.1.dist-info",
      "installer": "pip",
      "requested": true
    },
    {
      "metadata": {
        "metadata_version": "2.1",
        "name": "pip",
        "version": "24.2",
        "summary": "The PyPA recommended tool for installing Python packages.",
        "description": "pip - The Python Package Installer\n==================================\n\n.. |pypi-version| image:: https://img.shields.io/pypi/v/pip.svg\n   :target: https://pypi.org/project/pip/\n   :alt: PyPI\n\n.. |python-versions| image:: https://img.shields.io/pypi/pyversions/pip\n   :target: https://pypi.org/project/pip\n   :alt: PyPI - Python Version\n\n.. |docs-badge| image:: https://readthedocs.org/projects/pip/badge/?version=latest\n   :target: https://pip.pypa.io/en/latest\n   :alt: Documentation\n\n|pypi-version| |python-versions| |docs-badge|\n\npip is the `package installer`_ for Python. You can use pip to install packages from the `Python Package Index`_ and other indexes.\n\nPlease take a look at our documentation for how to install and use pip:\n\n* `Installation`_\n* `Usage`_\n\nWe release updates regularly, with a new version every 3 months. Find more details in our documentation:\n\n* `Release notes`_\n* `Release process`_\n\nIf you find bugs, need help, or want to talk to the developers, please use our mailing lists or chat rooms:\n\n* `Issue tracking`_\n* `Discourse channel`_\n* `User IRC`_\n\nIf you want to get involved head over to GitHub to get the source code, look at our development documentation and feel free to jump on the developer mailing lists and chat rooms:\n\n* `GitHub page`_\n* `Development documentation`_\n* `Development IRC`_\n\nCode of Conduct\n---------------\n\nEveryone interacting in the pip project's codebases, issue trackers, chat\nrooms, and mailing lists is expected to follow the `PSF Code of Conduct`_.\n\n.. _package installer: https://packaging.python.org/guides/tool-recommendations/\n.. _Python Package Index: https://pypi.org\n.. _Installation: https://pip.pypa.io/en/stable/installation/\n.. _Usage: https://pip.pypa.io/en/stable/\n.. _Release notes: https://pip.pypa.io/en/stable/news.html\n.. _Release process: https://pip.pypa.io/en/latest/development/release-process/\n.. _GitHub page: https://github.com/pypa/pip\n.. _Development documentation: https://pip.pypa.io/en/latest/development\n.. _Issue tracking: https://github.com/pypa/pip/issues\n.. _Discourse channel: https://discuss.python.org/c/packaging\n.. _User IRC: https://kiwiirc.com/nextclient/#ircs://irc.libera.chat:+6697/pypa\n.. _Development IRC: https://kiwiirc.com/nextclient/#ircs://irc.libera.chat:+6697/pypa-dev\n.. _PSF Code of Conduct: https://github.com/pypa/.github/blob/main/CODE_OF_CONDUCT.md\n",
        "description_content_type": "text/x-rst",
        "author_email": "The pip developers <distutils-sig@python.org>",
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        "classifier": [
          "Development Status :: 5 - Production/Stable",
          "Intended Audience :: Developers",
          "License :: OSI Approved :: MIT License",
          "Topic :: Software Development :: Build Tools",
          "Programming Language :: Python",
          "Programming Language :: Python :: 3",
          "Programming Language :: Python :: 3 :: Only",
          "Programming Language :: Python :: 3.8",
          "Programming Language :: Python :: 3.9",
          "Programming Language :: Python :: 3.10",
          "Programming Language :: Python :: 3.11",
          "Programming Language :: Python :: 3.12",
          "Programming Language :: Python :: Implementation :: CPython",
          "Programming Language :: Python :: Implementation :: PyPy"
        ],
        "requires_python": ">=3.8",
        "project_url": [
          "Homepage, https://pip.pypa.io/",
          "Documentation, https://pip.pypa.io",
          "Source, https://github.com/pypa/pip",
          "Changelog, https://pip.pypa.io/en/stable/news/"
        ]
      },
      "metadata_location": "C:\\Users\\marti\\AppData\\Local\\Programs\\Python\\Python312-arm64\\Lib\\site-packages\\pip-24.2.dist-info",
      "installer": "pip",
      "requested": true
    }
  ],
  "environment": {
    "implementation_name": "cpython",
    "implementation_version": "3.12.5",
    "os_name": "nt",
    "platform_machine": "ARM64",
    "platform_release": "11",
    "platform_system": "Windows",
    "platform_version": "10.0.26100",
    "python_full_version": "3.12.5",
    "platform_python_implementation": "CPython",
    "python_version": "3.12",
    "sys_platform": "win32"
  }
}

C:\python\python-test-export>python -m pip install torch
ERROR: Could not find a version that satisfies the requirement torch (from versions: none)
ERROR: No matching distribution found for torch

C:\python\python-test-export>

Just not yet supported? Or different way to install? Perhaps nightly is helpful?

Versions

(wget not available by default, curl used, but does not really matter...)

C:\python\python-test-export>python collect_env.py
Collecting environment information...
PyTorch version: N/A
Is debug build: N/A
CUDA used to build PyTorch: N/A
ROCM used to build PyTorch: N/A

OS: Could not collect
GCC version: Could not collect
Clang version: Could not collect
CMake version: version 3.30.1
Libc version: N/A

Python version: 3.12.5 (tags/v3.12.5:ff3bc82, Aug  6 2024, 20:54:36) [MSC v.1940 64 bit (ARM64)] (64-bit runtime)
Python platform: Windows-11-10.0.26100-SP0
Is CUDA available: N/A
CUDA runtime version: Could not collect
CUDA_MODULE_LOADING set to: N/A
GPU models and configuration: Could not collect
Nvidia driver version: Could not collect
cuDNN version: Could not collect
HIP runtime version: N/A
MIOpen runtime version: N/A
Is XNNPACK available: N/A

CPU:
Der Befehl "wmic" ist entweder falsch geschrieben oder
konnte nicht gefunden werden.

Versions of relevant libraries:
[pip3] numpy==2.0.1
[conda] Could not collect

C:\python\python-test-export>

cc @peterjc123 @mszhanyi @skyline75489 @nbcsm @iremyux @Blackhex @malfet @snadampal @milpuz01

capiman commented 2 months ago

WMIC is meanwhile an optional feature. It was not installed by default on my system, but I added it. Then I am able to deliver also debug info queried via wmic:

https://www.elevenforum.com/t/add-or-remove-wmic-command-feature-in-windows-11.5119/

C:\python\python-test-export>wmic cpu get Name,Manufacturer,Family,Architecture,ProcessorType,DeviceID,CurrentClockSpeed,MaxClockSpeed,L2CacheSize,L2CacheSpeed,Revision /VALUE

Architecture=12
CurrentClockSpeed=3417
DeviceID=CPU0
Family=280
L2CacheSize=36864
L2CacheSpeed=
Manufacturer=Qualcomm Technologies Inc
MaxClockSpeed=3417
Name=Snapdragon(R) X Elite - X1E78100 - Qualcomm(R) Oryon(TM) CPU
ProcessorType=3
Revision=513

C:\python\python-test-export>
malfet commented 2 months ago

Indeed there are no PyTorch-on-WindowsARM binaries yet.

alinpahontu2912 commented 2 months ago

Hey @capiman, is it okay to close this issue for now? We are currently working on building pytorch for Windows on ARM64 and if you are interested in this topic please follow this issue instead: https://github.com/pytorch/pytorch/issues/106956.

capiman commented 2 months ago

Hi @alinpahontu2912, many thanks for the feedback and linking to the other issue. I agree to close this entry here and continue there.