使用KD（模型蒸馏）效果怎么样呢

JDAI-CV / fast-reid

SOTA Re-identification Methods and Toolbox

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Closed guanyonglai closed 2 years ago

guanyonglai commented 2 years ago

我看你说在resnet101上直接训练测试duke的map=81.14，rank1=90.66；使用KD的方法用resnet101指导resnet34训练map=73.28，rank1=86.31；我想问下，直接在resnet34上训练的指标是多少呢？想知道使用KD到底有多少提升

L1aoXingyu commented 2 years ago

这个结果是说 resnet34 直接训练的指标是 73.28，经过蒸馏之后是 78.25

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