messis / config.json
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Messis | W&B Run exp-4-backbone-not_pretrained-3 (https://wandb.ai/crop-classification/messis/runs/yadnz91s)
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{
"hparams": {
"accumulate_grad_batches": 1,
"backbone_weights_path": null,
"bands": [
0,
1,
2,
3,
4,
5
],
"batch_size": 16,
"debug": false,
"dropout_p": 0.1,
"early_stopping_metric": "val_f1_tier3_majority",
"early_stopping_mode": "max",
"early_stopping_patience": 10,
"experiment_group": "exp-4-backbone",
"experiment_name": "exp-4-backbone-not_pretrained",
"freeze_backbone": false,
"heads_spec": {
"tier1": {
"is_metrics_tier": true,
"loss_weight": 1,
"num_classes_to_predict": 6,
"target_idx": 0,
"type": "HierarchicalFCNHead"
},
"tier2": {
"is_metrics_tier": true,
"loss_weight": 1,
"num_classes_to_predict": 17,
"target_idx": 1,
"type": "HierarchicalFCNHead"
},
"tier3": {
"is_last_tier": true,
"is_metrics_tier": true,
"loss_weight": 1,
"num_classes_to_predict": 49,
"target_idx": 2,
"type": "HierarchicalFCNHead"
},
"tier3_refinement_head": {
"is_final_head": true,
"is_metrics_tier": false,
"loss_weight": 1,
"num_classes_to_predict": 49,
"target_idx": 2,
"type": "LabelRefinementHead"
}
},
"img_size": 224,
"lr": 0.001,
"max_epochs": 400,
"name": "not_pretrained",
"num_frames": 3,
"optimizer": "Adam",
"optimizer_momentum": null,
"optimizer_weight_decay": null,
"patch_size": 16,
"test_folds": [
5
],
"train_folds": [
0,
1,
2,
4
],
"val_folds": [
3
]
}
}