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StatAssist & GradBoost: Object Detection

StatAssist & GradBoost: A Study on Optimal INT8 Quantization-aware Training from Scratch

Version

Training tested on Nightly build torch 1.5.0, Conversion tested on Nightly build torch 1.6.0 See detailed settings in requirements.txt

Training Operation

We only support VOC for trianing the data. See arguments for the detailed setting.

QNNPACK convert and testing

You can use qeval_convert.py for testing converted version. Just type

python3 qeval_convert.py --net_type tdsod

To test the ssd, type 'ssd' instead of 'tdsod'.