| metadata: |
| name: shb |
| description: Training configuration on the ShanghaiTech B dataset. |
|
|
| input_size: 448 |
| block_size: 16 |
| batch_size: 8 |
| num_crops: 1 |
|
|
| aug_min_scale: 0.75 |
| aug_max_scale: 2.5 |
| aug_brightness: 0.15 |
| aug_contrast: 0.15 |
| aug_saturation: 0.1 |
| aug_hue: 0.0 |
| aug_blur_prob: 0.0 |
| aug_saltiness: 0.001 |
| aug_spiciness: 0.001 |
|
|
| lr: 0.0001 |
| vpt_lr: 0.0001 |
| adapter_lr: 0.0001 |
| lora_lr: 0.0001 |
| backbone_lr: 0.0001 |
|
|
| weight_decay: 0.0001 |
| vpt_weight_decay: 0.0001 |
| adapter_weight_decay: 0.0001 |
| lora_weight_decay: 0.0001 |
| backbone_weight_decay: 0.0001 |
|
|
| eval_freq: 0.25 |
| eval_start: 150 |
