MindSpore Golden Stick

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

MindSpore Golden Stick

»
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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