ONNX Community Day 2024
9:00am: Introduction (15 mins) | |
Event kick-off and Welcome keynote | Ramakrishnan Sivakumar and |
ONNX Steering committee progress update | Steering committee |
Community Presentation | |
P1: Neural Compressor Overview | Mengni Wang |
P2: Towards an embedded profile for ONNX | Eric Jenn |
P3: Using Olive with ONNX to accelerate generative AI on AMD | Sonbol Yazdanbakhsh |
P4: Streamlining Model Design and Optimization with Nsight DL | |
P5: Unifying ONNX with the Array API - export to ONNX with no | |
P6: Transforming ONNX graphs with ONNX IR and the Rewriter | |
P7: How to Win Friends and Influence Hardware | |
P8: Accelerating ONNX graphs using OpenMP in ONNX-MLIR | |
P9: ONNXRuntime Training on Web | |
P10: Background Removal in the Browser | |
P11: Inference Optimization with ONNX Runtime | |
P12: Expressing very large feature engineering pipelines in ONNX | |
P13: Model Openness Framework | |
SIG & WG Updates | |
SIG update 1: Architecture & Infra | |
SIG update 2: Compilers | |
SIG update 3: Converters | |
SIG update 4: Models & Tutorials | |
SIG update 5: Optimizations | |
SIG update 6: Operators | |
WG update: Multi-Device WG | |
Panel Discussion | |
Conclusion | |
Closing thoughts | |