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 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

»
mindspore_gs.ptq »
mindspore_gs.ptq.PTQMode
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mindspore_gs.ptq.PTQMode

class mindspore_gs.ptq.PTQMode[source]

Mode for ptq quantizer.

QUANTIZE: indicate ptq quantizer in quantize mode.
DEPLOY: indicate ptq quantizer in deploy mode.

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