oneAPI: AI Analytics Toolkit [beartooth]

Overview

• AI Kit: The AI Kit gives data scientists, AI developers, and researchers familiar Python tools and frameworks to accelerate end-to-end data science and analytics pipelines on Intel architecture. The components are built using oneAPI libraries for low-level compute optimizations.

• Using this toolkit, you can:

  • Deliver high-performance, deep learning training on Intel® XPUs and integrate fast inference into your AI development workflow with Intel-optimized, deep learning frameworks for TensorFlow and PyTorch, pretrained models, and low-precision tools. 

  • Achieve drop-in acceleration for data preprocessing and machine learning workflows with compute-intensive Python packages, Modin, scikit-learn, and XGBoost, optimized for Intel.

Using

These come in the form of conda environments. The following are currently available:

Example: