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Google Cloud Next session 2025-04-09 at 21:45

PyTorch on Google Cloud: From experimentation to production

Event: Google Cloud Next '25

Speakers

Joohoon Lee

Director of Product - AI Platform SW · Nvidia

Chris Chan

Group Product Manager · Google Cloud

Deepak Patil

Group Product Manager, Machine Learning Infrastructure · Google Cloud

Topics

PyTorch Cloud Computing GCP

Description

In this session learn about performance optimizations for PyTorch on Google Cloud accelerators using OpenXLA. These models are powerful but can be disrupted by resource failures. This talk also explores strategies for achieving greater resiliency when running PyTorch on GPUs, focusing on fault tolerance, checkpointing, and distributed training. Learn how to leverage open source tools to minimize downtime and ensure your deep learning workloads run smoothly.