Why Did Google Brain Exist?

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com
Compiler Deep Learning Pytorch Xla

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  • xla

    Enabling PyTorch on XLA Devices (e.g. Google TPU)

    • It's curtains for XLA, to be precise. And PyTorch officially supports XLA backend nowadays too ([1]), which kind of makes JAX and PyTorch standing on the same foundation.

    1. https://github.com/pytorch/xla

  • Megatron-LM

    Ongoing research training transformer models at scale

    • GPU cluster scaling has come a long way. Just checkout the scaling plot here: https://github.com/NVIDIA/Megatron-LM

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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