ONNX Community Day 2024

9:00am: Introduction (15 mins)

Event kick-off and Welcome keynote

Ramakrishnan Sivakumar and
Emad Barsoum

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
Radeon platforms

Sonbol Yazdanbakhsh

P4: Streamlining Model Design and Optimization with Nsight DL
Designer


P5: Unifying ONNX with the Array API - export to ONNX with no
converter libraries.


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
using Spox and ndonnx


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