(04.30, dongwoo) DLV3 resnext101_32x4d with aug

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ddooom edited this page Apr 30, 2021 · 9 revisions

DLV3 resnext101_32x4d

모델	img size	배치	시드	time/epoch	epoch	loss	train_loss	val_loss	val_mIoU	LB score	config
DLV3 resnext101_32x4d	256	8	7	133s	16	IoU+CE	0.136	0.431	0.446	0.5821	config09

DLV3 resnext101_32x4d with augmentation

모델	img size	배치	시드	time/epoch	epoch	loss	train_loss	val_loss	val_mIoU	LB score	config
DLV3 resnext101_32x4d	256	8	7	133s	18	IoU+CE	0.227	0.394	0.459	0.6042	config08
DLV3 resnext101_32x4d	256	8	7	133s	19	IoU+CE	0.277	0.480	0.413	0.	config10

used aug

config08 : HorizontalFlip, ShiftScaleRotate
config10 : Elastictransform