Intel® AI Reference Models v3.1.1

Supported Frameworks

• Intel® Optimizations for TensorFlow v2.14.0
• Intel® Extension for TensorFlow v2.14.0.1
• Intel® Extension for PyTorch v2.1.100+cpu
• Intel® Extension for PyTorch v2.1.10+xpu

New features

• Added new workloads scripts for the best known configurations on GPU platforms (Intel® Data Center GPU Flex Series and Intel® Data Center GPU Max Series).

• New supported workloads and precisions for Intel® Data Center GPU platforms:

  • Swin-Transformer, FastPitch, UNet++ and RNNT for Inference for Intel® Extension for PyTorch.
  • Updated YOLOv5, DLRM v2, and 3D-Unet for Inference for Intel® Extension for PyTorch.

• Updated workload scripts for the best known configurations on CPU platforms (Intel® Xeon® Scalable Processors ).

Supported Configurations

Intel® AI Reference Models v3.1.1 is validated on the following environment:

• Ubuntu 22.04 LTS
• Ubuntu 20.04 LTS
• Windows 11
• Windows Subsystem for Linux 2 (WSL2)
• Python 3.9, 3.10