MindSpore

Installation and Deployment

  • Installing MindSpore Golden Stick

Post-Training Quantization

  • Overview of Post-training Quantization Algorithms
  • Applying the PTQ Algorithm
  • Applying RoundToNearest Post-Quantization Algorithm

Quant-Aware Quantization

  • Quantization Algorithm Overview
  • Applying the SimQAT Algorithm
  • Applying the SLB Algorithm

Pruner

  • Pruning Algorithm Overview
  • Applying the SCOP Algorithm

API References

  • mindspore_gs
  • mindspore_gs.common
  • mindspore_gs.quantization
  • mindspore_gs.ptq
  • mindspore_gs.pruner

RELEASE NOTES

  • Release Notes
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