December 15 - TVM Tutorial Day

TitleTime (PST)TrackSpeakersOrganization
TVM User Tutorials8:55 amMain StageSpeakers: Organization: The Apache TVM Community

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December 16 - TVMCon Day 1

TitleTime (PST)TrackSpeakersOrganization
Keynote and Community Update9:00 amMain StageSpeakers: Tianqi Chen
Jared Roesch
Denise Kutnick
Organization: OctoML
Growing from “Neat Project” to “Industry Leader”9:50 amMain StageSpeakers: Sarah NovotnyOrganization: Microsoft Azure Office of CTO
How do we Responsibly Democratize Transformers, the Most Impactful Tech of the Decade?10:15 amMain StageSpeakers: Clément DelangueOrganization: Hugging Face
Break10:30 amMain StageSpeakers: Organization:
TVM at Xilinx: Compiling for Versal AI Engines10:40 amMain StageSpeakers: Jorn TuylsOrganization: Xilinx
TVM at Arm11:00 amMain StageSpeakers: Steve RoddyOrganization: Arm
Deep Learning Model Training at AWS11:20 amMain StageSpeakers: Yida WangOrganization: Amazon Web Services
PyTorch AOTAutograd: A pythonic extension point for integrating compilers into PyTorch training11:40 amMain StageSpeakers: Horace HeOrganization: Meta
Lunch Break12:00 pmMain StageSpeakers: Organization:
Machine Learning Compilers: Bringing ML to the Edge12:45 pmMain StageSpeakers: Chip HuyenOrganization: Stealth Startup and Stanford University
Lightning Quick Performance on Apple M1 with TVM1:10 pmMain StageSpeakers: Phil MazenettOrganization: OctoML
TVM in the Arene AI Platform of Woven Planet1:20 pmMain StageSpeakers: Ryo TakahashiOrganization: Woven Planet Holdings, Inc.
Transparent TVM Backend Acceleration1:35 pmMain StageSpeakers: Tiejun ChenOrganization: VMWare
TVM Streamer – Accelerating Multimedia Framework with TVM1:50 pmMain StageSpeakers: Cecilia Albertsson
Hiroki Endoh
Shinya Kaji
Organization: Fixstars Corporation, NTT TechnoCross Corporation
TVM with PaddlePaddle2:05 pmMain StageSpeakers: Jiajun Jiang
Yuguang Deng
Yin Ma
Organization: Baidu
TVM at Marvell2:20 pmMain StageSpeakers: Derek Chickles
Chien-Chun (Joe) Chou
Organization: Marvell, Machine Learning Software
Break2:30 pmMain StageSpeakers: Organization:

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December 17 - TVMCon Day 2

TitleTime (PST)TrackSpeakersOrganization
Keynote and Community Update9:00 amMain StageSpeakers: Luis Ceze
Jason Knight
Vanessa Yan
Sameer Farooqui
Organization: OctoML
Green AI9:50 amMain StageSpeakers: Jesse Dodge
Oren Etzioni
Organization: Allen Institute for AI
Monitoring ML on the Edge10:10 amMain StageSpeakers: Alessya VisnjicOrganization: WhyLabs
Break10:30 amMain StageSpeakers: Organization:
Nexus: A TVM-based Inference Server10:40 amMain StageSpeakers: Loc HuynhOrganization: Microsoft
The Torch-MLIR Project10:55 amMain StageSpeakers: Sean SilvaOrganization: Google
TVM For Snapdragon Mobile Platform11:10 amMain StageSpeakers: Jeff GehlhaarOrganization: Qualcomm
Efficient Application Mapping in a Heterogeneous Environment using TVM11:25 amMain StageSpeakers: Joey Chou
Alicja Kwasniewska
and Sharath Raghava
Seamless Cross Platform Deployment for Communities11:40 amMain StageSpeakers: Wilson Yu
Mei Ye
Amir Khojaste Galeshkhale
Organization: AMD
Lunch Break12:00 pmMain StageSpeakers: Organization:
TVM at Tencent12:45 pmMain StageSpeakers: Wenxi ZhuOrganization: Tencent
TPAT: TensorRT Plugin Autogen Tool1:05 pmMain StageSpeakers: Qian QiuOrganization: Tencent
ONNX, ONNX Runtime, and TVM1:20 pmMain StageSpeakers: Manash Goswami
Ganesan Ramalingam
Organization: Microsoft
TVM at EdgeCortix – Heterogenous AI Hardware Acceleration1:35 pmMain StageSpeakers: Antonio TomasOrganization: EdgeCortix Inc.
Relax: Co-Designing High-Level Abstraction Towards TVM Unity1:50 pmMain StageSpeakers: Yuchen Jin
Altan Haan
Ziheng Jiang
Organization: OctoML
microTVM in 20212:10 pmMain StageSpeakers: Andrew Reusch
Mehrdad Hessar
Organization: OctoML
Break2:30 pmMain StageSpeakers: Organization:

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