whai362 / PVT

Official implementation of PVT series
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Difference between 3x_mstrain vs. 1x_coco in detection #61

Closed youngwanLEE closed 3 years ago

youngwanLEE commented 3 years ago

Hi, I'm impressed by your excellent work.

I have a question.

It seems that the optimizer settings of 1x_coco are different from 3x_mstrain for mask_rcnn.

For examples,

model lr weight decay
1x_coco 0.0002 0.0001
3x_ms 0.0001 0.05

It seems the 3x_ms setting follows Swin-Transformer settings.

Is there a reason why you set this differently?

whai362 commented 3 years ago

Yes, we try to make a fair comparison with swin. Thanks for your attention.

youngwanLEE commented 3 years ago

@whai362 Thanks for reply :)