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training_inference_from_scratch

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了解不考虑模型特性的情况下,模型训练和推理的过程中到底发生了什么

  • Torch的使用和理解
    • 学会用profiler观察timeline以分析cpu/gpu/通信的单活动或overlap情况
    • overlap是指“相互重叠“
  • nv GPU的基本特性的理解
  • 集合通信引入
  • 3D并行和实操
  • huggingface使用

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