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
MindSpore
  • »
  • Overview: module code

All modules for which code is available

  • mindspore_gs.common.gs_enum
  • mindspore_gs.comp_algo
  • mindspore_gs.pruner.scop.scop_pruner
  • mindspore_gs.ptq.network_helpers.mf_net_helpers
  • mindspore_gs.ptq.network_helpers.network_helper
  • mindspore_gs.ptq.ptq.quant
  • mindspore_gs.ptq.ptq_config
  • mindspore_gs.ptq.round_to_nearest.round_to_nearest
  • mindspore_gs.quantization.simulated_quantization.simulated_quantization_aware_training
  • mindspore_gs.quantization.slb.slb_quant_aware_training

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