nvidia-cusolver-cu12

CUDA solver native runtime libraries

nvidia-cusolver-cu12 License unclear LicenseRef-NVIDIA-Proprietary AGING v11.7.5.82 released 2025-06-05

Install

nvidia-cusolver-cu12 on PyPI

pip

pip install nvidia-cusolver-cu12

uv

uv add nvidia-cusolver-cu12

poetry

poetry add nvidia-cusolver-cu12

Package facts

License	LicenseRef-NVIDIA-Proprietary (unclear)
Python support	supports the current Python release (>=3)
Install friction	medium — platform-specific wheel
Runtime dependencies	3 — nvidia-cublas-cu12, nvidia-nvjitlink-cu12, nvidia-cusparse-cu12
Maintenance	aging — 434 days since the last release
First released	2022-11-16
Popularity	one of the top 1,000 most-downloaded packages on PyPI (30-day window, as of 2026-08-13)
Known vulnerabilities	none known (OSV.dev, checked 2026-08-13)

Evidence: nvidia_cusolver_cu12-11.7.5.82-py3-none-manylinux_2_27_aarch64.whl; nvidia_cusolver_cu12-11.7.5.82-py3-none-manylinux_2_27_x86_64.whl; nvidia_cusolver_cu12-11.7.5.82-py3-none-win_amd64.whl

Keywords: cuda, nvidia, runtime, machine learning, deep learning

Development Status :: 4 - BetaIntended Audience :: DevelopersIntended Audience :: EducationIntended Audience :: Science/ResearchLicense :: Other/Proprietary LicenseNatural Language :: EnglishOperating System :: Microsoft :: WindowsOperating System :: POSIX :: LinuxProgramming Language :: Python :: 3Programming Language :: Python :: 3 :: OnlyProgramming Language :: Python :: 3.10Programming Language :: Python :: 3.11Programming Language :: Python :: 3.5Programming Language :: Python :: 3.6Programming Language :: Python :: 3.7Programming Language :: Python :: 3.8Programming Language :: Python :: 3.9Topic :: Scientific/EngineeringTopic :: Scientific/Engineering :: Artificial IntelligenceTopic :: Scientific/Engineering :: MathematicsTopic :: Software DevelopmentTopic :: Software Development :: Libraries

About nvidia-cusolver-cu12

from the package's own PyPI description — quoted content, verbatim

CUDA solver native runtime libraries

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AI-generated interpretation of the package facts above; every digit, version, license, or vulnerability id it cites is grounded in the facts already shown on this page

Provides NVIDIA CUDA solver native runtime libraries (cuSOLVER) for GPU-accelerated linear algebra and matrix operations on CUDA 12 platforms.

Medium install friction due to platform-specific wheel distributions (x86_64, aarch64 Linux, Windows) and three runtime dependencies on other NVIDIA CUDA libraries. The package is aging—434 days since release—with no recent repository activity visible, though it remains in the top 1000 PyPI packages.

Licensed under LicenseRef-NVIDIA-Proprietary with unclear license treatment. This is a proprietary NVIDIA runtime library; users should verify compliance with NVIDIA's CUDA Toolkit licensing terms before deployment.

Usage

pip install nvidia-cusolver-cu12==11.7.5.82
import nvidia.cusolver_cu12

Requires NVIDIA CUDA 12 compatible GPU and CUDA Compute Capability support; installation is platform-specific (Linux x86_64/aarch64 or Windows x86_64 only).

Verdict: A foundational NVIDIA CUDA runtime library for GPU-accelerated linear algebra, suitable for machine learning and scientific computing workflows. Medium install friction and aging maintenance status are typical for low-level CUDA runtime packages. The proprietary license requires explicit compliance review. No known vulnerabilities, and broad Python version support (3.5+) make it stable for CUDA 12 environments.

Needs verification

Whether the 434-day age reflects normal NVIDIA release cadence for runtime libraries or indicates stalled maintenance
Specific terms and restrictions of the LicenseRef-NVIDIA-Proprietary license for commercial use
Whether all three runtime dependencies (cublas, nvjitlink, cusparse) are mandatory or conditionally loaded

cuda solver gpu linear algebranvidia cusolver runtime librariescuda 12 matrix operationsgpu accelerated numerical computingnvidia cuda toolkit solvercuSOLVER native runtimecuda linear system solver