...
Time | Duration | Topic / Speaker | Deck / Recording Links |
|---|---|---|---|
| 8:00 AM PST | 15 minutes | Event Kickoff - Agenda Review, Host: Rajeev Nalawadi (Intel) ONNX Progress Update Speakers: ONNX Steering Committee - Prasanth, Alex, Wenming, Rajeev | |
| 5 minutes | |||
| 8:15 AM PST | 1 hour, 55 minutes | Community Presentations (Agenda Review) Host: ONNX SC Member | |
| 10 minutes | #1 ONNX Runtime Web: running your machine learning model in browser Speaker: Emma Ning (Microsoft) | Slides, Recording, YouTube, Twitter, LinkedIn, Facebook | |
| 10 minutes | #2 ONNX as standard format for institution with legacy Speaker: Haixuan Xavier Tao ( Banque France) | ||
| 10 minutes | #3 ONNX and the AI on IBM Z client journey Speaker(s): Elpida Tzortzatos & Andrew M. Sica (IBM) | Slides, Recording, YouTube, Twitter, LinkedIn, Facebook | |
| 10 minutes | #4 Intel® Neural Compressor: A Scalable Quantization Tool for ONNX Models Speaker: Mengni Wang (Intel) | Slides, Recording, YouTube, Twitter, Linkedin, Facebook | |
| 10 minutes | #5 Ascend CANN and ONNX : inference interoperability for better performance Speaker: Zhipeng Huang (Huawei) | Slides, Recording | |
| 10 minutes | #6 Intel® OneAPI software stack: ONNX Support for xPU hardware Speaker: Kiefer Kuah (Intel) | ||
| 10 minutes | #7 ONNX: Boosting PaddlePaddle Deployment in Industry Speaker: Jiajun Jiang (Baidu) | Slides, Recording | |
| 10 minutes | #8 Auditing considerations for ONNX models and benchmarking with QuSandbox Speaker: Sri Krishnamurthy (QuantUniversity) | ||
| 10 minutes | #9 TVM: Dynamic shapes, control flow, and quantization with a compiler Speaker: Jason Knight (OctoML) and Andrew Luo (OctoML) | Slides, Recording | |
| 10 minutes | #10: Place of ONNX in OpenVINO ecosystem Speaker: Sergey Lyalin (Intel) | ||
| 10 minutes | #11: Triton & ONNX Runtime Speaker: Ashwini Khade (Microsoft), Mahan Salehi (Nvidia) | ||
| 10:10 AM PST | 50 minutes | SIGs and WGs Updates - Agenda Review, Host: ONNX SC Member | |
| 10 minutes | Architecture/Infrastructure SIG Update Co-Chairs: Ashwini Khade (Microsoft) | ||
| 10 minutes | Operators SIG Update Co-Chairs: Michal Karzynski (Intel), Ganesan Ramalingam (Microsoft) | ||
| 10 minutes | Converters SIG Update Co-Chairs: Chin Huang (IBM), Guenther Schmuelling (Microsoft) | Slides , (Slides PDF upload) | |
| 10 minutes | Model Zoo / Tutorials SIG Update Co-Chairs: Wenbing Li & Mark Hamilton (Microsoft) | ||
| 10 minutes | Pre-processing WG Co-chairs: Joaquin Anton (Nvidia) | ||
Q&A and Meetup Conclusion ONNX SC Member |
...