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tanluren / yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
Apache License 2.0
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使用层和通道剪枝，map为0？ #168

Open lgf821793883 opened 2 years ago

lgf821793883 commented 2 years ago

testing inference time... +------------+----------+----------------------+---------------------------+ | Metric | Before | After prune channels | After prune layers(final) | +------------+----------+----------------------+---------------------------+ | mAP | 0.797155 | 0.000000 | 0.000000 | | Parameters | 62573334 | 1703941 | 1421569 | | Inference | 0.0091 | 0.0075 | 0.0047 | +------------+----------+----------------------+---------------------------+

jiejiangd commented 2 years ago

我也出现了同样的问题，想问一下你使用了稀疏训练吗，是tiny的剪枝吗

laomaup commented 2 years ago

我也遇到这个问题，单独用层剪枝就没问题。怎么回事，有解决么

YongboLiang commented 1 year ago

我将剪枝比例和层的个数减小些，就不是0了