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Time

Duration

Topic / Speaker

Deck / Recording Links

8:00 AM PST15 minutes

Event Kickoff - Agenda Review, Host: Rajeev Nalawadi (Intel)

ONNX Progress Update

Speakers: ONNX Steering Committee - Prasanth, Alex, Wenming, Rajeev


000 - ONNX SC Session

Full Event Recording and Presentation

Recording full meeting (3 hours)

Slides ONNX workshop October 21, 2021 final.pptx


ONNX Steering Committee Welcome, Progress, Roadmap, Release (15 minutes)

Recording, YouTube, Twitter, LinkedIn, Facebook


8:15 AM PST1 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)

SlidesRecording, YouTube, Twitter, LinkedIn, Facebook


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)

SlidesRecording, YouTube, Twitter, Linkedin, Facebook

10 minutes

#5 Ascend CANN and ONNX : inference interoperability for better performance

Speaker: Zhipeng Huang (Huawei)

SlidesRecording, YouTube, Twitter, LinkedIn, Facebook

10 minutes

#6 Intel® OneAPI software stack: ONNX Support for xPU hardware

Speaker: Kiefer Kuah (Intel)

Slides, Recording, YouTube, Twitter, LinkedIn, Facebook


10 minutes

#7 ONNX: Boosting PaddlePaddle Deployment in Industry

Speaker: Jiajun Jiang (Baidu)

SlidesRecording, YouTube, Twitter, LinkedIn, Facebook

10 minutes

#8 Auditing considerations for ONNX models and benchmarking with QuSandbox

Speaker: Sri Krishnamurthy (QuantUniversity)

SlidesRecording, YouTube, Twitter, LinkedIn, Facebook


10 minutes

#9 TVM: Dynamic shapes, control flow, and quantization with a compiler

Speaker: Jason Knight (OctoML) and Andrew Luo (OctoML)

Slides, Recording, YouTube, Twitter, LinkedIn, Facebook

10 minutes

#10: Place of ONNX in OpenVINO ecosystem

Speaker: Sergey Lyalin (Intel)

Slides, Recording, YouTube, Twitter, LinkedIn, Facebook


10 minutes

#11: Triton & ONNX Runtime

Speaker: Ashwini Khade (Microsoft), Mahan Salehi (Nvidia)

SlidesRecording, YouTube, Twitter, LinkedIn, Facebook

10:10 AM PST50 minutesSIGs and WGs Updates - Agenda Review, Host: ONNX SC Member

10 minutes

012 - Architecture/Infrastructure SIG Update

Co-Chairs: Ashwini Khade (Microsoft)

Slides, Recording, YouTube, Twitter, LinkedIn, Facebook


10 minutes

013 - Operators SIG Update

Co-Chairs: Michal Karzynski (Intel), Ganesan Ramalingam (Microsoft)

Slides, Recording YouTube, Twitter, LinkedIn, Facebook


10 minutes

014 - Converters SIG Update

Co-Chairs: Chin Huang (IBM), Guenther Schmuelling (Microsoft), Kevin Chen (Nvidia)

Slides (PDF), Recording, YouTube, Twitter, LinkedIn, Facebook


10 minutes

015 - Model Zoo / Tutorials SIG Update

Co-Chairs: Wenbing Li & Mark Hamilton (Microsoft)

SlidesRecording, YouTube, Twitter, LinkedIn, Facebook


10 minutes

016 - Pre-processing WG

Co-chairs: Joaquin Anton (Nvidia)

Slides, Recording, YouTube, Twitter, LinkedIn, Facebook



Q&A and Meetup Conclusion

ONNX SC Member


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