# cupy-cuda12x

> CuPy: NumPy & SciPy for GPU

- **URL**: https://www.freshcrate.ai/projects/cupy-cuda12x
- **Author**: CuPy Developers
- **Category**: RAG & Memory
- **Latest version**: `v14.1.1` (2026-06-01)
- **License**: Unknown
- **Source**: https://github.com/cupy/cupy/issues
- **Homepage**: https://pypi.org/project/cupy-cuda12x/
- **Language**: Python
- **GitHub**: 10,905 stars, 1,022 forks
- **Registry**: pypi (`cupy-cuda12x`)
- **Tags**: `pypi`

## Description

.. image:: https://raw.githubusercontent.com/cupy/cupy/main/docs/image/cupy_logo_1000px.png
   :width: 400

CuPy : NumPy & SciPy for GPU
============================

`CuPy <https://cupy.dev/>`_ is a NumPy/SciPy-compatible array library for GPU-accelerated computing with Python.

This is a CuPy wheel (precompiled binary) package for CUDA 12.x.
You need to install `CUDA Toolkit 12.x <https://developer.nvidia.com/cuda-toolkit-archive>`_ locally to use these packages.
Alternatively, you can install this package together with all needed CUDA components from PyPI by passing the ``[ctk]`` tag::

   $ pip install cupy-cuda12x[ctk]

If you have another version of CUDA, or want to build from source, refer to the `Installation Guide <https://docs.cupy.dev/en/latest/install.html>`_ for instructions.

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `v14.1.1` | 2026-06-01 | High | # CuPy v14.1.1 Release Note  This hotfix release removes an unexpected dependency on pytest in the v14.1.0 release.  💬 Join the [Matrix chat](https://matrix.to/#/#cupy_community:gitter.im) to talk with developers and users and ask quick questions!  🙌 Help us sustain the project by [sponsoring CuPy](https://github.com/sponsors/cupy)!  ## 📝 Changes  See [here](https://github.com/cupy/cupy/pulls?q=is%3Apr+is%3Aclosed+milestone%3Av14.1.1) for the complete list of merged PRs.  ### Bug |
| `v14.1.0` | 2026-05-23 | High | # CuPy v14.1.0 Release Note  This release for the CuPy v14 series introduces new features, enhancements, and bug fixes.  💬 Join the [Matrix chat](https://matrix.to/#/#cupy_community:gitter.im) to talk with developers and users and ask quick questions!  🙌 Help us sustain the project by [sponsoring CuPy](https://github.com/sponsors/cupy)!  ## ✨ Highlights  ### Support for large sparse matrices  CuPy now supports large sparse matrices, allowing 64-bit sized dimensions and number of no |
| `14.0.1` | 2026-04-21 | Low | Imported from PyPI (14.0.1) |
| `v14.0.1` | 2026-02-20 | Low | # CuPy v14.0.1 Release Note  This is a hot-fix release that addresses several issues reported after the v14.0.0 release.  > [!NOTE] > Check out [our blog post](https://medium.com/cupy-team/announcing-cupy-v14-e8515ec05fca) for the key highlights and major changes in CuPy v14!  ## 📝 Changes  See [here](https://github.com/cupy/cupy/pulls?q=is%3Apr+is%3Aclosed+milestone%3Av14.0.1) for the complete list of merged PRs.  ### Bug Fixes  - Fix minimum NCCL version (#9701) - Fix `cupy_back |
| `v14.0.1` | 2026-02-20 | Low | # CuPy v14.0.1 Release Note  This is a hot-fix release that addresses several issues reported after the v14.0.0 release.  > [!NOTE] > Check out [our blog post](https://medium.com/cupy-team/announcing-cupy-v14-e8515ec05fca) for the key highlights and major changes in CuPy v14!  ## 📝 Changes  See [here](https://github.com/cupy/cupy/pulls?q=is%3Apr+is%3Aclosed+milestone%3Av14.0.1) for the complete list of merged PRs.  ### Bug Fixes  - Fix minimum NCCL version (#9701) - Fix `cupy_back |
| `v14.0.1` | 2026-02-20 | Low | # CuPy v14.0.1 Release Note  This is a hot-fix release that addresses several issues reported after the v14.0.0 release.  > [!NOTE] > Check out [our blog post](https://medium.com/cupy-team/announcing-cupy-v14-e8515ec05fca) for the key highlights and major changes in CuPy v14!  ## 📝 Changes  See [here](https://github.com/cupy/cupy/pulls?q=is%3Apr+is%3Aclosed+milestone%3Av14.0.1) for the complete list of merged PRs.  ### Bug Fixes  - Fix minimum NCCL version (#9701) - Fix `cupy_back |
| `v14.0.1` | 2026-02-20 | Low | # CuPy v14.0.1 Release Note  This is a hot-fix release that addresses several issues reported after the v14.0.0 release.  > [!NOTE] > Check out [our blog post](https://medium.com/cupy-team/announcing-cupy-v14-e8515ec05fca) for the key highlights and major changes in CuPy v14!  ## 📝 Changes  See [here](https://github.com/cupy/cupy/pulls?q=is%3Apr+is%3Aclosed+milestone%3Av14.0.1) for the complete list of merged PRs.  ### Bug Fixes  - Fix minimum NCCL version (#9701) - Fix `cupy_back |
| `v14.0.1` | 2026-02-20 | Low | # CuPy v14.0.1 Release Note  This is a hot-fix release that addresses several issues reported after the v14.0.0 release.  > [!NOTE] > Check out [our blog post](https://medium.com/cupy-team/announcing-cupy-v14-e8515ec05fca) for the key highlights and major changes in CuPy v14!  ## 📝 Changes  See [here](https://github.com/cupy/cupy/pulls?q=is%3Apr+is%3Aclosed+milestone%3Av14.0.1) for the complete list of merged PRs.  ### Bug Fixes  - Fix minimum NCCL version (#9701) - Fix `cupy_back |
| `v14.0.1` | 2026-02-20 | Low | # CuPy v14.0.1 Release Note  This is a hot-fix release that addresses several issues reported after the v14.0.0 release.  > [!NOTE] > Check out [our blog post](https://medium.com/cupy-team/announcing-cupy-v14-e8515ec05fca) for the key highlights and major changes in CuPy v14!  ## 📝 Changes  See [here](https://github.com/cupy/cupy/pulls?q=is%3Apr+is%3Aclosed+milestone%3Av14.0.1) for the complete list of merged PRs.  ### Bug Fixes  - Fix minimum NCCL version (#9701) - Fix `cupy_back |
| `v14.0.1` | 2026-02-20 | Low | # CuPy v14.0.1 Release Note  This is a hot-fix release that addresses several issues reported after the v14.0.0 release.  > [!NOTE] > Check out [our blog post](https://medium.com/cupy-team/announcing-cupy-v14-e8515ec05fca) for the key highlights and major changes in CuPy v14!  ## 📝 Changes  See [here](https://github.com/cupy/cupy/pulls?q=is%3Apr+is%3Aclosed+milestone%3Av14.0.1) for the complete list of merged PRs.  ### Bug Fixes  - Fix minimum NCCL version (#9701) - Fix `cupy_back |

## Citation

- HTML: https://www.freshcrate.ai/projects/cupy-cuda12x
- Markdown: https://www.freshcrate.ai/projects/cupy-cuda12x.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/cupy-cuda12x/deps

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