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Intel® Extension for PyTorch* extends PyTorch* with up-to-date features optimizations for an extra performance boost on Intel hardware. Optimizations take advantage of Intel® Advanced Vector Extensions 512 (Intel® AVX-512) Vector Neural Network Instructions (VNNI) and Intel® Advanced Matrix Extensions (Intel® AMX) on Intel CPUs as well as Intel Xe Matrix Extensions (XMX) AI engines on Intel discrete GPUs. Moreover, Intel® Extension for PyTorch* provides easy GPU acceleration for Intel discrete GPUs through the PyTorch* xpu device.
Features
- Large Language Models (LLMs) Optimization
- Documentation available
- Examples available
- Python package for extending the official PyTorch
- Can easily obtain performance on Intel platform
- Licensed under the Apache License
Project Samples
Categories
Machine LearningLicense
Apache License V2.0Follow Intel Extension for PyTorch
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