Is AGC working? #1036
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MichaelMonashev
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Is AGC working?
#1036
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I tried some |
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Tried to get better accuracy for imagewoof dataset (https://s3.amazonaws.com/fast-ai-imageclas/imagewoof2-320.tgz ):
python3 train.py ~/imagewoof2-320/ --model gernet_s -b 64 --num-classes 10 --amp --experiment baseline
gives 87.274%
python3 train.py ~/imagewoof2-320/ --model gernet_s -b 64 --num-classes 10 --amp --clip-grad 0.01 --clip-mode agc --experiment AGC
stops growing near 40-50% . Is AGC really working? Or may be it need more train epochs? Or another optimizer? Or bigger LR? Or bigger batch size?
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