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(04.30, dongwoo) DLV3 resnext101_32x4d with aug
ddooom edited this page Apr 30, 2021
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| 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 |
| 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