~/talk

EMEA/US Opening Talks

on YouTube 55m
Talkat PyTorch Ecosystem Day 2021 · on Wednesday, 2021-04-21· [machine-learning]

speakers

name:Piotr Bialecki
links:none on file
name:Joe Spisak
website:https://www.fulfill.com
name:Geeta Chauhan
x:geeta4c
name:Miquel Farré
x:micuelll
name:Suraj Subramanian
links:none on file

resources

video:https://youtu.be/MYE01-XaSZA
slides:none on file

summary

Five short updates: a personal path from research to contribution and forum-led feature work that helps shape priorities; release process now runs quarterly with RCs, 1.8 ships ~41 reviewed features and tools like torch.fx graph transformations, numpy-aligned torch.linalg/fft, and torch.profiler + Kineto for GPU+TensorBoard profiling; distributed work adds pipeline parallelism, DDP communication hooks and beta AMD GPU support; partner integrations include TorchServe, Kubeflow pipelines and MLflow hooks; Disney’s Creative Genome runs an end-to-end Python pipeline with 270 models in production, multimodal models, optuna and torchdrift.

AI-written summary · about

chapters (6)

  1. 0:00Start
  2. 0:1609:10: Piotr Bialecki - Technical Lead, PyTorch @NVIDIA
  3. 9:1626:34: Joe Spisak - PyTorch Product Lead @Facebook AI
  4. 26:4138:45: Geeta Chauhan - AI/PyTorch Partner Engineering Head @Facebook AI
  5. 38:5248:18: Miquel Farré - Senior Technology Manager @Disney
  6. 48:2554:34: Suraj Subramanian - PyTorch Developer Advocate @Faceook AI

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