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December 15 - TVM Tutorial Day
| Title | Time (PST) | Track | Speakers | Organization |
|---|---|---|---|---|
| TVM User Tutorials | 8:55 am | Main Stage | Speakers: | Organization: The Apache TVM Community |
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December 16 - TVMCon Day 1
| Title | Time (PST) | Track | Speakers | Organization |
|---|---|---|---|---|
| Keynote and Community Update | 9:00 am | Main Stage | Speakers: Tianqi Chen Jared Roesch Denise Kutnick | Organization: OctoML |
| Growing from “Neat Project” to “Industry Leader” | 9:50 am | Main Stage | Speakers: Sarah Novotny | Organization: Microsoft Azure Office of CTO |
| How do we Responsibly Democratize Transformers, the Most Impactful Tech of the Decade? | 10:15 am | Main Stage | Speakers: Clément Delangue | Organization: Hugging Face |
| Break | 10:30 am | Main Stage | Speakers: | Organization: |
| TVM at Xilinx: Compiling for Versal AI Engines | 10:40 am | Main Stage | Speakers: Jorn Tuyls | Organization: Xilinx |
| TVM at Arm | 11:00 am | Main Stage | Speakers: Steve Roddy | Organization: Arm |
| Deep Learning Model Training at AWS | 11:20 am | Main Stage | Speakers: Yida Wang | Organization: Amazon Web Services |
| PyTorch AOTAutograd: A pythonic extension point for integrating compilers into PyTorch training | 11:40 am | Main Stage | Speakers: Horace He | Organization: Meta |
| Lunch Break | 12:00 pm | Main Stage | Speakers: | Organization: |
| Machine Learning Compilers: Bringing ML to the Edge | 12:45 pm | Main Stage | Speakers: Chip Huyen | Organization: Stealth Startup and Stanford University |
| Lightning Quick Performance on Apple M1 with TVM | 1:10 pm | Main Stage | Speakers: Phil Mazenett | Organization: OctoML |
| TVM in the Arene AI Platform of Woven Planet | 1:20 pm | Main Stage | Speakers: Ryo Takahashi | Organization: Woven Planet Holdings, Inc. |
| Transparent TVM Backend Acceleration | 1:35 pm | Main Stage | Speakers: Tiejun Chen | Organization: VMWare |
| TVM Streamer – Accelerating Multimedia Framework with TVM | 1:50 pm | Main Stage | Speakers: Cecilia Albertsson Hiroki Endoh Shinya Kaji | Organization: Fixstars Corporation, NTT TechnoCross Corporation |
| TVM with PaddlePaddle | 2:05 pm | Main Stage | Speakers: Jiajun Jiang Yuguang Deng Yin Ma | Organization: Baidu |
| TVM at Marvell | 2:20 pm | Main Stage | Speakers: Derek Chickles Chien-Chun (Joe) Chou | Organization: Marvell, Machine Learning Software |
| Break | 2:30 pm | Main Stage | Speakers: | Organization: |
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December 17 - TVMCon Day 2
| Title | Time (PST) | Track | Speakers | Organization |
|---|---|---|---|---|
| Keynote and Community Update | 9:00 am | Main Stage | Speakers: Luis Ceze Jason Knight Vanessa Yan Sameer Farooqui | Organization: OctoML |
| Green AI | 9:50 am | Main Stage | Speakers: Jesse Dodge Oren Etzioni | Organization: Allen Institute for AI |
| Monitoring ML on the Edge | 10:10 am | Main Stage | Speakers: Alessya Visnjic | Organization: WhyLabs |
| Break | 10:30 am | Main Stage | Speakers: | Organization: |
| Nexus: A TVM-based Inference Server | 10:40 am | Main Stage | Speakers: Loc Huynh | Organization: Microsoft |
| The Torch-MLIR Project | 10:55 am | Main Stage | Speakers: Sean Silva | Organization: Google |
| TVM For Snapdragon Mobile Platform | 11:10 am | Main Stage | Speakers: Jeff Gehlhaar | Organization: Qualcomm |
| Efficient Application Mapping in a Heterogeneous Environment using TVM | 11:25 am | Main Stage | Speakers: Joey Chou Alicja Kwasniewska and Sharath Raghava | Organization: SiMa.ai |
| Seamless Cross Platform Deployment for Communities | 11:40 am | Main Stage | Speakers: Wilson Yu Mei Ye Amir Khojaste Galeshkhale | Organization: AMD |
| Lunch Break | 12:00 pm | Main Stage | Speakers: | Organization: |
| TVM at Tencent | 12:45 pm | Main Stage | Speakers: Wenxi Zhu | Organization: Tencent |
| TPAT: TensorRT Plugin Autogen Tool | 1:05 pm | Main Stage | Speakers: Qian Qiu | Organization: Tencent |
| ONNX, ONNX Runtime, and TVM | 1:20 pm | Main Stage | Speakers: Manash Goswami Ganesan Ramalingam | Organization: Microsoft |
| TVM at EdgeCortix – Heterogenous AI Hardware Acceleration | 1:35 pm | Main Stage | Speakers: Antonio Tomas | Organization: EdgeCortix Inc. |
| Relax: Co-Designing High-Level Abstraction Towards TVM Unity | 1:50 pm | Main Stage | Speakers: Yuchen Jin Altan Haan Ziheng Jiang | Organization: OctoML |
| microTVM in 2021 | 2:10 pm | Main Stage | Speakers: Andrew Reusch Mehrdad Hessar | Organization: OctoML |
| Break | 2:30 pm | Main Stage | Speakers: | Organization: |
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