bcaitech1 / p3-ims-obd-simple

p3-ims-obd-simple created by GitHub Classroom
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SMP Imagenet과 Noisynet 비교 #4

Open JaegyeongByun opened 3 years ago

JaegyeongByun commented 3 years ago

model : Unet (encoder : timm-efficientnet-b3) loss : CrossEntropyLoss optimizer : Adam learning rate : 0.0001 weight decay : 1.00E-06 batch size : 16 epoch : 40 random seed : 21 augmentation : noramlize

encoder weight best epoch train_loss val_loss mIoU (val) mIoU (LB)
Imagenet 37 0.05110 0.3593 0.4803 0.4950
Noisynet 32 0.05539 0.2969 0.5159 0.4951

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