PyTorch Developer Day December 2021
Wednesday, December 1, 2021
* Times subject to change
  1. PYTORCH, TODAY AND THE FUTURE | LIN QIAO
  2. OUTGROWING NUMPY | DOUGAL MACLAURIN
  3. THE TRITON LANGUAGE | PHILIPPE TILLET
  4. R&D INVESTMENTS INTO OUR ECOSYSTEM | DWARAK RAJAGOPAL
  5. STATE OF PYTORCH 2021 | DMYTRO DZHULGAKOV
  6. RETHINKING DATA LOADING IN PYTORCH | VITALY FEDYUNIN
  7. SCIENTIFIC COMPUTING IN PYTORCH | MIKE RUBERRY
  8. FUNCTORCH | RICHARD ZOU & HORACE HE
  9. PYTORCH DISTRIBUTED | YANLI ZHAO
  10. WHY AND HOW OF SCALING LARGE LANGUAGE MODELS | NICHOLAS JOSEPH
  11. TORCHVISION | FRANCISCO MASSA
  12. TORCHAUDIO | MOTO HIRA
  13. RADIOLOGY AI @MARS VETERINARY HEALTH | MICHAEL FITZKE
  14. PROFILING AND OPTIMIZING PYTORCH APPLICATIONS WITH THE PYTORCH PROFILER | SABRINA SMAI
  15. ACCELERATING PYTORCH NETWORKS WITH NATIVE CUDA GRAPHS SUPPORT | MICHAEL CARILLI
  16. PYTORCH PERFORMANCE | VICTOR BITTORF
  17. EASY PYTHON CODE TRANSFORMATION WITH TORCH.FX | JAMES REED
  18. EAGER IN PRODUCTION | MICHAEL SUO
  19. TORCHX: PRODUCTION ML WITH PYTORCH | KIUK CHUNG
  20. REAL-WORLD RESEARCH TO PRODUCTION AT FIDELITY | AUSTIN HUANG
  21. MODEL SERVING IN PYTORCH | GEETA CHAUHAN 

  22. INTRODUCING PYTORCH LIVE | RAZIEL ALVAREZ GUEVARA & ROMAN RÄDLE
  23. PYTORCH ON iOS | TAO XU
  24. PYTORCH MOBILE AT META SCALE | CHRISTIAN KELLER & LINBIN YU
  25. OPACUS | ALEX SABLAYROLLES & IGOR SHILOV
  26. MODEL INTERPRETABILITY WITH CAPTUM | NARINE KOKHLIKYAN
  27. INTRODUCTION TO REMOTE DATA SCIENCE | ANDREW TRASK
  28. OPACUS | ALEX SABLAYROLLES & IGOR SHILOV
  29. MODEL INTERPRETABILITY WITH CAPTUM | NARINE KOKHLIKYAN
  30. INTRODUCTION TO REMOTE DATA SCIENCE | ANDREW TRASK
  31. FIRESIDE CHAT: 12:30 pm - 1:00 pm PST*
  32. FIRESIDE CHAT | YANN LECUN & SOUMITH CHINTALA
Thursday, December 2, 2021
* Times subject to change
    GATHER.TOWN PYTORCH ROOMS OPEN: 7:00 am - 12:00 pm PST*

    Gather Town

    Password: 2021PTD2

    POSTER - MEET THE AUTHORS: 8:00 am - 10:00 am PST*
  1. BUILDING AN AI-POWERED SURGICAL INTELLIGENCE PLATFORM FOR THE OPERATING ROOM | OMRI BAR
  2. TORCHSTUDIO, A FULL FEATURED IDE FOR PYTORCH | ROBIN LOBEL
  3. TUTEL-MoE-STACK OPTIMIZATION FOR MODERN DISTRIBUTED TRAINING | RAFAEL SALAS & YIFAN XIONG
  4. POPTORCH-GRAPHCORE IPU SYSTEMS WITH DEVELOPER-READY PYTORCH | STEPHEN MCGROARTY
  5. BUILDING PRODUCTION ML PIPELINES FOR PYTORCH MODELS | VAIBHAV SINGH & RAJESH THALLAM