| { |
| "alias": "acdc", |
| "dataset": "Dataset003_ACDC", |
| "dataset_id": 3, |
| "model_folder": "nnUNetTrainer_SlimFormerPlusPlus__nnUNetPlans__3d_fullres", |
| "release_tag": "acdc-best-v1", |
| "checkpoint": "checkpoint_best.pth", |
| "checkpoint_sha256": "64f57fd529fdb3518fd9a0dc3452b584ed8bcf73b322702bdb1b9f913d350256", |
| "checkpoint_current_epoch": 254, |
| "trainer_sha256": "ecb4ff6bc99d724248e8215a0c435e8e30cca4e96a122588317ed11a13bb1245", |
| "split": { |
| "fold": 0, |
| "train_cases": 240, |
| "validation_cases": 60, |
| "evaluation_set": "single-fold validation; not an independent test set", |
| "train_patients": 120, |
| "validation_patients": 30, |
| "patient_overlap": 0 |
| }, |
| "training": { |
| "run": "slimformer-plusplus-ep1200-b8", |
| "completed_epochs": 1200, |
| "optimizer_steps_per_epoch": 250, |
| "validation_iterations_per_epoch": 50, |
| "global_batch": 8, |
| "gpus": 4, |
| "per_gpu_batch": 2, |
| "initialization_seed": 20260921, |
| "optimizer": "SGD", |
| "initial_lr": 0.01, |
| "momentum": 0.99, |
| "nesterov": true, |
| "weight_decay": 3e-05, |
| "no_weight_decay": [ |
| "theta", |
| "relation_bias" |
| ], |
| "scheduler": "PolyLR", |
| "poly_exponent": 0.9, |
| "deep_supervision": false, |
| "compile": false, |
| "best_selection": "highest validation EMA pseudo-Dice" |
| }, |
| "inference": { |
| "configuration": "3d_fullres", |
| "patch": [ |
| 20, |
| 256, |
| 224 |
| ], |
| "tile_step_size": 0.5, |
| "gaussian_weighting": true, |
| "mirroring_axes": [ |
| 0, |
| 1, |
| 2 |
| ], |
| "ensemble": false, |
| "postprocessing": false |
| }, |
| "metrics": { |
| "aggregation": "mean over cases per foreground label, then mean over labels", |
| "Dice_IoU_units": "fraction", |
| "HD95_ASD_units": "mm", |
| "implementation": "reproduce.py; project evaluation convention" |
| }, |
| "provenance": { |
| "network_weights_verified_equal_to_release": true, |
| "plans_and_dataset_verified_equal_to_release": true, |
| "source_summary_sha256": "51bc15b46358084a528a26801e35cb0770f74f3d79a19921487d8f41fa544cff", |
| "source_surface_summary_sha256": "54a342bb933d601e3843759c6c40bb0107fc9b2635fae48543d1d0222c855738", |
| "source_splits_sha256": "d8df54d3b50972dab7a033e589359c917b0ccc17ad44e2def5fe8a49a7e837e0", |
| "efficiency_source": "measure_slimformer_plusplus_mixswap_ft_cost.py, baseline arm" |
| } |
| } |
|
|
