| { |
| "batch_size": 2, |
| "epochs": 30, |
| "lr": 5e-05, |
| "weight_decay": 0.0001, |
| "seed": 42, |
| "num_workers": 8, |
| "frozen_backbone": false, |
| "unfreeze_blocks": 4, |
| "backbone_lr_mult": 0.1, |
| "use_focal_loss": false, |
| "focal_gamma": 2.0, |
| "label_smoothing": 0.1, |
| "use_class_weights": true, |
| "no_weighted_sampler": true, |
| "use_aux_severity": true, |
| "aux_severity_weight": 0.5, |
| "aux_severity_targets": "0.0,0.3,0.7,0.5,1.0", |
| "gate_class_weights": null, |
| "la_tau": 1.0, |
| "use_ema": true, |
| "ema_decay": 0.9995, |
| "drop_path": 0.0, |
| "no_augment": false, |
| "use_copy_paste": false, |
| "copy_paste_max_prob": 0.3, |
| "copy_paste_warmup_epochs": 2, |
| "copy_paste_max_pastes": 2, |
| "copy_paste_feather": 3, |
| "use_balanced_sampling": false, |
| "samples_per_class": 3000, |
| "resume": "runs/ddp_v4_best_recipe/best_model.pth", |
| "name": "ddp_v11_2gpu_30ep", |
| "stratified_splits": "LAFIRE/tiles_1024/stratified_splits.json", |
| "val_split_key": "val", |
| "no_multiscale": true, |
| "no_attention_pool": true, |
| "use_sfp": true, |
| "sfp_stride": 8, |
| "use_hierarchical": true, |
| "use_gated_head": true, |
| "gate_weight": 1.0, |
| "leaf_weight": 2.0, |
| "use_tiles": true, |
| "type_weight": 5.0, |
| "extent_weight": 5.0, |
| "disable_hard_class_boost": false, |
| "accumulation_steps": 8 |
| } |
