PyOpenCL

PyOpenCL is a Python wrapper for the OpenCL framework, providing seamless access to parallel computing on CPUs, GPUs, and other accelerators. It enables developers to harness the full power of heterogeneous computing directly from Python, combining Python’s ease of use with the performance benefits of OpenCL. PyOpenCL also includes convenient features for managing memory, compiling kernels, and interfacing with NumPy, making it a preferred choice in scientific computing, data analysis, and machine learning workflows that demand acceleration.

Features

Full access to OpenCL API from Python
Automatic resource and memory management
Seamless integration with NumPy arrays
Supports multiple platforms and OpenCL devices
Compiles and runs OpenCL kernels directly from Python
Includes profiling and debugging utilities
Works with PyCUDA and other GPU computing libraries
Cross-platform support for Windows, Linux, and macOS
Extensive documentation and active scientific community

Project Samples

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License

MIT License

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Additional Project Details

Programming Language

Python

Related Categories

Python Libraries

Registered

2025-03-21

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