MindSpore

Installation and Deployment

  • Installing MindSpore Golden Stick

Quantization Aware Training Algorithms

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

Post Training Quantization Algorithms

  • Applying the PTQ Algorithm
  • Applying RoundToNearest Post-Quantization Algorithm

Pruning Algorithms

  • Pruning Algorithm Overview
  • Applying the SCOP Algorithm
  • LRP Head Pruning
  • LRP Deployment tutorial

Model Deployment

  • Model Deployment Overview
  • MindSpore Golden Stick Network Conversion

API References

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

RELEASE NOTES

  • Release Notes
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