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GOATmessi8 avatar GOATmessi8 commented on August 15, 2024

For VOC, our experiments show that asff and rfb could not benefit a lot as on COCO. Both the baseline model and ASFF model can get about 84.0 mAP on 07 test.
With two gpus, the low batchsize may downgrade the accuracy, you may turn-off the random resizing and use bigger batchsize.

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lovepan1 avatar lovepan1 commented on August 15, 2024

OK. If i get result, i will reply U ,thanks a lot.

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jwnirvana avatar jwnirvana commented on August 15, 2024

OK. If i get result, i will reply U ,thanks a lot.

could you tell me whether you get result,thx

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lovepan1 avatar lovepan1 commented on August 15, 2024

sorry, I'm traveling outside in these days,so,I didn't get results

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lovepan1 avatar lovepan1 commented on August 15, 2024

hello, i use 2*2080Ti, when i trained to 120 epochs , map arrived 0.72 in voc2007test. i think the reasons of lower map is my gpu.
when i trained voc datasets, gradient explosions always occured, even if i use warm up lr, so, i use 1e-6 or smaller lr to train my model.
after 120 epochs, the best map is 0.72, and if i continue training, map will r
educe .
how about your map?
@jwnirvana @ruinmessi

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