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the validation set of top1 doesn't have a significant varaition, Is the training process right? #15

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xiaoming0217 opened this issue Jun 22, 2020 · 1 comment

xiaoming0217 commented Jun 22, 2020

as below

Owner

earhian commented Jun 24, 2020

step 1.
freeze = False
model_name = 'senet154'
min_num_class = 10
checkPoint_start = 0
lr = 3e-4
#until train map5 >= 0.98

step 2.
freeze = True
model_name = 'senet154'
min_num_class = 0
checkPoint_start = best checkPoint of step 1
lr = 3e-4

step 3.
freeze = True
model_name = 'senet154'
min_num_class = 0
checkPoint_start = best checkPoint of step 2
lr = 3e-5

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