~/talk

Meet MindSpore, the new open source AI framework!

on YouTube 08m
Talkat Open Source AI Workshop S1E2 · on Wednesday, 2020-09-30· [machine-learning, open-source]

speakers

name:Chen Lei
links:none on file
name:Luo Mai
links:none on file

resources

video:https://youtu.be/pqgQaVOcVV0
slides:none on file

summary

MindSpore claims to automate distributed training decisions by using an Auto Parallel component that measures device utilization and gradients, applies a cost model, and picks from a pool of parallelization strategies via dynamic programming to partition computation and run across devices. The talk contrasts that with hand-tuned TensorFlow/PyTorch setups, cites the scale of modern models (≈130 billion parameters on >1000 GPUs), and notes MindSpore currently targets Huawei chips with GPU/CPU support still needing community contributions.

AI-written summary · about

chapters (4)

  1. 0:00Introduction
  2. 1:24The problem
  3. 2:40Design principle
  4. 4:22Rethink

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