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Record For CQU2021

commit id method transforms optimizer lr_scheduler learning_rate weight_decay batch_size Accuracy
d499643 apm ToTensor() RangerLars ReduceLROnPlateau 0.005 0.00 8 0.7677
8d6fb4e apm CLAHE+ToTensor() RangerLars ReduceLROnPlateau 0.005 0.00 16 0.8256
af1c294 apm CLAHE+ToTensor() RangerLars CosineAnnealingWarmRestarts 0.005 1e-5 16 0.7363
86a14dd apm CLAHE+ToTensor() Adadelta StepLR 0.005 1e-5 16 0.7830
b98fe70 apm_cat CLAHE+ToTensor() RangerLars StepLR 0.005 0.00 16 0.8103
82d21f0 apm CLAHE+ToTensor() RangerLars StepLR 0.003 0.00 16 0.8316
93c95b6 apm_cat CLAHE+ToTensor() RangerLars StepLR 0.005 1e-5 16
93c95b6 apm CLAHE+ToTensor() RangerLars StepLR 0.003 1e-5 16 0.8229
0aae0d7 apm+focal_loss CLAHE+ToTensor() Adam StepLR 0.001 1e-5 16

Record For CQU-BPDD

commit id method transforms optimizer lr_scheduler learning_rate weight_decay batch_size Accuracy
apm CLAHE+ToTensor() RangerLars StepLR 0.001 1e-5 32