Intel® AI Reference Models v3.1.0
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
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Updated workloads scripts for the best known configurations on GPU platforms (Intel® Data Center GPU Flex Series, Intel® Data Center GPU Max Series and Intel® Arc™ A-Series Graphics).
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Experimental support for Intel® Arc™ A-Series (Intel® Arc™ A770 Graphic card) GPUs on Windows Subsystem for Linux 2 with Ubuntu Linux installed and native Ubuntu Linux.
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New supported workloads and precisions for Intel® Data Center GPU platforms:
- Wide and Deep Large Model Inference and EfficientNet B4 for Intel® Extension for TensorFlow
- DistilBert and DLRM v1 Inference for Intel® Extension for PyTorch
- 3D-Unet for Intel® Extension for TensorFlow and Intel® Extension for PyTorch
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Updated workload scripts for the best known configurations on CPU platforms (Intel® Xeon® Scalable Processors ).
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Updated Transfer Learning Jupyter notebooks.
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This release contains many bug and CVE fixes to the previous versions.
Supported Configurations
Intel® AI Reference Models v3.1.0 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