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[Roadmap] GLake checklist #14

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ruizhang1230 opened this issue Jan 24, 2024 · 0 comments
Open
11 tasks

[Roadmap] GLake checklist #14

ruizhang1230 opened this issue Jan 24, 2024 · 0 comments

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@ruizhang1230
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ruizhang1230 commented Jan 24, 2024 •
edited by 1aureate
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Training

  • Multi-stream Memory Reuse: Done, will be released
  • Compatible with Expandable Segment
  • Memory Pattern Profiling tool
  • DoubleOverlapping(for finetune): Done, will be released
  • Multipath with Specific Scenario
  • Compression (Lossless/Lossy for finetune)

Inference

  • LLM KV Cache optimization: Almost Done, will be released
  • MoE Inference Optmization
  • Other Optimization for Specific Scenario (not fragmentation)

Refactor

  • Support TensorFlow
  • Support ONNX RUNTIME
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