| task: train | |
| defaults: | |
| - validation: ../validation | |
| epoch: 500 | |
| data: | |
| batch_size: 16 | |
| image_size: ${image_size} | |
| cpu_num: ${cpu_num} | |
| shuffle: True | |
| pin_memory: True | |
| data_augment: | |
| Mosaic: 1 | |
| # MixUp: 1 | |
| HorizontalFlip: 0.5 | |
| optimizer: | |
| type: SGD | |
| args: | |
| lr: 0.01 | |
| weight_decay: 0.0005 | |
| momentum: 0.937 | |
| loss: | |
| objective: | |
| BCELoss: 0.5 | |
| BoxLoss: 7.5 | |
| DFLoss: 1.5 | |
| aux: | |
| 0.25 | |
| matcher: | |
| iou: CIoU | |
| topk: 10 | |
| factor: | |
| iou: 6.0 | |
| cls: 0.5 | |
| scheduler: | |
| type: LinearLR | |
| warmup: | |
| epochs: 3.0 | |
| args: | |
| total_iters: ${task.epoch} | |
| start_factor: 1 | |
| end_factor: 0.01 | |
| ema: | |
| enabled: true | |
| decay: 0.995 | |