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Previous Community Event Wiki: LF AI & Data Day - ONNX Community Virtual Meetup - March 24, 2021


Planning To-Do List

Tracking for to-do items, due dates, owners, and notes

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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

Zoom recording LF AI & Data Day ONNX Community Meetup October 2021 - https://zoom.us/rec/share/UK8dose4GL_Io4Pb9TQ9W1Rk5S1KYOO407J1UvPJsTtQmPOv-2gP6e8HkZiPW526.AudTnHIKlFI6tpq6


000 - ONNX SC Session

5 minutes


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)


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)

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)


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 , (Slides PDF upload)), 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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