This release contains fixes and key updates for 1.8.0.
For all package installation details, please refer to https://www.onnxruntime.ai.
Inference
- Fixes for GPU package loading issues
- Fix for memory issue for models with convolution nodes while using the EXHAUSTIVE algo search mode
- ORT Mobile updates
- CoreML EP enabled in iOS mobile package
- Additional operators
- Bug fixes
- React Native package now available
Training
Performance updates for ONNX Runtime for PyTorch (training acceleration for PyTorch models)
- Accelerates most popular Hugging Face models as well as GPT-Neo and Microsoft TNLG and TNLU models
- Support for PyTorch 1.8.1 and 1.9
- Support for CUDA 10.2 and 11.1
- Preview packages for ROCm 4.2