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earhian / Humpback-Whale-Identification-1st-

https://www.kaggle.com/c/humpback-whale-identification
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the validation set of top1 doesn't have a significant varaition, Is the training process right? #15

Open xiaoming0217 opened 4 years ago

xiaoming0217 commented 4 years ago

as below

1592811599(1)

earhian commented 4 years ago

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