| { | |
| "backbone": "davit_base.msft_in1k", | |
| "config_file": "configs/davit_base.yaml", | |
| "seed": 42, | |
| "git_commit": "d25b21557f37e206c7fbc7a8612275bc773eb04d-dirty", | |
| "manifest_rows": 108486, | |
| "manifest_sha256": "ecff23f0686067fde9781fdbdd6f5361d699aa6110e93099a7752ed77338c731", | |
| "co_occur_floor": 5, | |
| "world_size": 4, | |
| "per_device_batch_size": 128, | |
| "grad_accum": 1, | |
| "effective_batch_size": 512, | |
| "epochs": 25, | |
| "total_optimizer_steps": 4050, | |
| "warmup_steps": 121, | |
| "learning_rate": 0.0003, | |
| "weight_decay": 0.05, | |
| "label_smoothing": 0.1, | |
| "loss_weights": { | |
| "crop": 1.5, | |
| "category": 0.5, | |
| "disease": 1.0, | |
| "pest": 1.2 | |
| }, | |
| "precision": "bf16", | |
| "image_size": 224, | |
| "topk_crop_mask": 1, | |
| "vocab_sizes": { | |
| "crop": 110, | |
| "category": 3, | |
| "disease": 285, | |
| "pest": 92 | |
| }, | |
| "train_data": { | |
| "split_rows": 82991, | |
| "dropped_no_url": 16, | |
| "dropped_image_absent": 0, | |
| "kept": 82975, | |
| "from_scaled_cache": 82975 | |
| }, | |
| "val_data": { | |
| "split_rows": 9220, | |
| "dropped_no_url": 6, | |
| "dropped_image_absent": 0, | |
| "kept": 9214, | |
| "from_scaled_cache": 9214 | |
| }, | |
| "train_disease_masked_out": 317, | |
| "val_disease_masked_out": 45, | |
| "torch": "2.8.0+cu128", | |
| "gpu": "NVIDIA L40S" | |
| } |