| use_amp: True | |
| use_ema: True | |
| ema: | |
| type: ModelEMA | |
| decay: 0.9999 | |
| warmups: 1000 | |
| start: 0 | |
| epoches: 72 | |
| clip_max_norm: 0.1 | |
| optimizer: | |
| type: AdamW | |
| params: | |
| - | |
| params: '^(?=.*backbone)(?!.*norm).*$' | |
| lr: 0.0000125 | |
| - | |
| params: '^(?=.*(?:encoder|decoder))(?=.*(?:norm|bn)).*$' | |
| weight_decay: 0. | |
| lr: 0.00025 | |
| betas: [0.9, 0.999] | |
| weight_decay: 0.000125 | |
| lr_scheduler: | |
| type: MultiStepLR | |
| milestones: [500] | |
| gamma: 0.1 | |
| lr_warmup_scheduler: | |
| type: LinearWarmup | |
| warmup_duration: 500 | |