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

»
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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