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8:00 AM - 11:00 AM - PDT (Pacific Daylight Time)
Event Host Lead Name & Contact Details: Rajeev Nalawadi, rajeev.k.nalawadi@intel.com
LF AI & Data LF AI Event Lead Contact Name & Contact Details: Erin Thacker, ethacker@linuxfoundation.org
Event Website: Check back for website soonEvent Registration: Check back for registration link soon: https://events.linuxfoundation.org/lf-ai-data-day-onnx-community-virtual-meetup-fall/
Event Registration: https://events.linuxfoundation.org/lf-ai-data-day-onnx-community-virtual-meetup-fall/register/
Event Agenda/Schedule: Check back for agenda/schedule soon
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Please submit any questions about LF AI & Data participation at this event to: outreach-committee@lists.lfaidata.foundationEvent Host Lead Name & Contact Details: Rajeev Nalawadi, rajeev.k.nalawadi@intel.com
Planning To-Do List
Tracking for to-do items, due dates, owners, and notes
To Do | Due Date | Completed | Owner | Notes |
| Post presentations and recordings | October 22 | Event Lead | ||
| Communicate availability of the event's recordings and presentations |
| October 25 | LF AI & Data | -LF AI social scheduled for TBD. |
Schedule & Presentations
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 | |
| 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 | |
| 10 minutes | #4 Intel® Neural Compressor: A Scalable Quantization Tool for ONNX Models Speaker: Mengni Wang (Intel) | Slides, Recording | |
| 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 |
Q&A
Speaker | Question | Answer |
|---|---|---|
| Welcome | ||
| Community Talks | ||
| SIG Talks | ||
Event/Meeting Photos
Post final event photos to be used in future marketing, social, and content
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