Migrating Existing Projects
No special modifications to your existing projects are required to start using them with this toolkit.
Components of This Toolkit
The AI Kit includes:
- PyTorch*: The Intel® oneAPI Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN) is included in PyTorch as the default math kernel library for deep learning. See this article on the Intel® Developer Zone for more details.
- Intel® Optimization for TensorFlow*: This version integrates primitives from the Intel® oneAPI Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN) into the TensorFlow runtime for accelerated performance.
- Intel® Distribution for Python*: Get faster Python application performance right out of the box, with minimal or no changes to your code. This distribution is integrated with Intel® Performance Libraries such as the Intel® oneAPI Math Kernel Library and the Intel® oneAPI Data Analytics Library. The distribution also includes daal4py, a Python module integrated with the Intel® oneAPI Data Analytics Library.
NoteStandard Python installations are fully compatible with the AI Kit, but the Intel® Distribution for Python is preferred.
Although not required to run projects, additional programming options and instructions specific to other programming languages are available through the Intel® Data Analytics Acceleration Library.