Key Updates
- New execution providers for improved performance on specialized hardware
- Intel nGraph
- NVIDIA TensorRT
- ONNX 1.5 compatibility
- Opset 10 operator support
- Supports newly added ONNX model zoo object detection models (YOLO v3, SSD)
- Quantization operators
- Updates to C API for Custom Operators
- Allocation of outputs during compute
- C++ wrapper to greatly simplify implementation
- Supports custom op DLLs when ONNX Runtime is compiled statically
- Graph optimizations with Constant Folding for improved performance
- Official binary packages
- Nuget package creation pipeline updated with security-focused tasks
- CredScan
- SDLNative Rules for PreFast
- BinSim
- Additional binaries built with MKL-ML published in Nuget
- Size reduction in Windows (700KB+), Linux (65%) and Mac (45%) binaries
- Nuget package creation pipeline updated with security-focused tasks