intel/intel-extension-for-pytorch
A Python extension that optimizes PyTorch performance on Intel CPUs and GPUs through hardware-specific optimizations and quantization support.
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This repository provides Intel-specific optimizations for PyTorch to achieve high performance on Intel hardware platforms. It includes CPU and GPU acceleration features, quantization support, and neural network performance tuning. The project was created to extend official PyTorch with platform-specific optimizations, though most features have since been upstreamed into PyTorch itself, leading to the project’s retirement.
Frequently asked
- What is intel/intel-extension-for-pytorch?
- A Python extension that optimizes PyTorch performance on Intel CPUs and GPUs through hardware-specific optimizations and quantization support.
- Is intel-extension-for-pytorch open source?
- Yes — intel/intel-extension-for-pytorch is open source, released under the Apache-2.0 license.
- What language is intel-extension-for-pytorch written in?
- intel/intel-extension-for-pytorch is primarily written in Python.
- How popular is intel-extension-for-pytorch?
- intel/intel-extension-for-pytorch has 2k stars on GitHub.
- Where can I find intel-extension-for-pytorch?
- intel/intel-extension-for-pytorch is on GitHub at https://github.com/intel/intel-extension-for-pytorch.