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Yao Chi edited this page Feb 16, 2022 · 5 revisions

Welcome to the OneFlow wiki!

OneFlow roadmap

May 2022

version: OneFlow v0.6.0

OneFlow 1.0 interface project

A new, easy-to-use Python user interface, fully compatible with PyTorch, support OOP modeling and distributed Eager training !

  • oneflow.tensor
  • oneflow.autograd
  • oneflow.nn.Module
  • high level API (oneflow.Model) support one code switch between Lazy and Eager
  • oneflow.ComputeGraph
  • oneflow.autograd.Function
  • OpBuilder
  • Multi-Client

2-D SBP

Support hierarchical N-D SBP Parallel for super large scale distributed training with data/model parallel at the same time.

  • parallel distribution
  • hierarchical boxing sub graph builder
  • hierarchical parallel cast
  • GPT-3 model release and benchmark

Device

Support more general computing chips and AI computing chips.

  • extend device type
  • support Cambrian
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