LF AI Day - ONNX Community Workshop - 2020 October 14
- Christina Harter
- Andreas Fehlner
- Jim Spohrer
Event planning and general information template below - To be updated by Event/Meeting Lead
Event/Meeting Details
LF AI Participation Overview:
Amazon and the LF AI Foundation are pleased to welcome you at the LF AI Day* – ONNX Community Virtual Meetup – Fall 2020. This event will be hosted online via Zoom video conferencing on October 14. The event will feature the LF AI hosted Graduated Project, ONNX.
The event will cover ONNX Community updates, partner/end-user stories, and SIG/WG updates. Check on the event website for a full agenda.
If you are using ONNX in your services and applications, building software or hardware that supports ONNX, or contributing to ONNX, you should attend! This is a great opportunity to meet with and hear from people working with ONNX across many companies.
Note: In order to ensure the safety of our event participants and staff due to the Novel Coronavirus situation (COVID-19) the ONNX Steering Committee decided to make this a virtual-only event via Zoom.
*LF AI Day is a regional, one-day event hosted and organized by local members with support from LF AI and its Projects. Learn more about the LF AI Foundation here.
Event Location & Date(s): Zoom meeting on October 14, 2020
Event Time: 7:00 AM - 10:00 AM - PDT (Pacific Daylight Time)
Event Website: https://events.linuxfoundation.org/lf-ai-day-onnx-community-virtual-meetup-fall/
Event Registration: https://events.linuxfoundation.org/lf-ai-day-onnx-community-virtual-meetup-fall/register/
Please submit any questions about LF AI participation at this event to: outreach-committee@lists.lfai.foundation
Event Lead Name & Contact Details: Sheng Zha, zhasheng@amazon.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 16 | X | Sheng | |
Communicate availability of the event's recordings and presentations | October 21 | X | Chrissy | -LF AI social scheduled for TBD. |
FINAL Schedule, Presentations & Recordings
Time | Duration | Topic / Speaker | Presentation (Link) |
|---|---|---|---|
7:00am | 25m | Event Kickoff | |
7:00 | 5m | Opening and Welcome | |
7:05 | 20m | ONNX Community & LF AI Update ONNX Steering Committee | |
7:25am | 100m | Partner's and User's Presentations | |
7:25 | 10 | Extract the maximum benefits of ONNX to shorten your development cycle time and reduce guesswork. Patrick St-Amant, Zetane. | |
7:35 | 10 | ONNX at OneFlow. Jianhao Zhang, OneFlow. | |
7:45 | 10 | Efficient inference of transformers models: Collaboration highlights between Hugging Face & ONNX Runtime. Morgan Funtowicz, Huggingface | |
7:55 | 10 | Flows and Tools to map ONNX Neural Networks on Micro-controllers. Danilo Pau, ST Micro. | |
8:05 | 10 | Neural Automation: Fusion of Automation and Data Science. Fabian Bause, Beckhoff Automation. | |
8:15 | 10 | ONNX Runtime updates: mobile, quantization, training, and more. Faith Xu, Microsoft. | |
8:25 | 10 | Apache TVM and ONNX, what can ONNX do for DL Compilers (and vice versa)? Jason Knight, OctoML. | |
8:35 | 10 | ONNX Support in the MLIR Compiler: Approach and Status. Alexandre Eichenberger, IBM Research | |
8:45 | 10 | Hummingbird. Matteo Interlandi, Microsoft. | |
8:55 | 10 | Q/DQ is all you need. Neta Zmora, NVIDIA | |
9:05am | 10m | Break | |
9:15am | 45m | SIG's and WG's Updates and Discussions | |
9:15 | 10 | Architecture/Infrastructure SIG Update. Ashwini Khade, Microsoft | |
9:25 | 10 | Operators SIG Update. Michał Karzyński, Intel and Emad Barsoum, Microsoft | |
9:35 | 10 | Converters SIG Update. Chin Huang, IBM and Guenther Schmuelling, Microsoft | |
9:45 | 10 | Model Zoo/Tutorials SIG Update. Wenbing Li, Microsoft and Vinitra Swamy, Microsoft | |
9:55 | 5 | Q&A / Open Discussions | |
10am | total 180m | End |