2026-07-25 14:53:53,962 INFO    MainThread:3703559 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
2026-07-25 14:53:53,963 INFO    MainThread:3703559 [wandb_setup.py:_flush():81] Configure stats pid to 3703559
2026-07-25 14:53:53,963 INFO    MainThread:3703559 [wandb_setup.py:_flush():81] Loading settings from environment variables
2026-07-25 14:53:53,963 INFO    MainThread:3703559 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /leonardo_work/IscrB_MEDSYN/mimose/runs/m2ftrans23_fold1/wandb/offline-run-20260725_145353-cdglq0t3/logs/debug.log
2026-07-25 14:53:53,963 INFO    MainThread:3703559 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /leonardo_work/IscrB_MEDSYN/mimose/runs/m2ftrans23_fold1/wandb/offline-run-20260725_145353-cdglq0t3/logs/debug-internal.log
2026-07-25 14:53:53,963 INFO    MainThread:3703559 [wandb_init.py:init():850] calling init triggers
2026-07-25 14:53:53,963 INFO    MainThread:3703559 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
config: {'input_dir': '/leonardo_scratch/large/userexternal/ocarpent/mimose/m2ftrans-preprocessed', 'output_dir': '/leonardo_work/IscrB_MEDSYN/mimose/runs/m2ftrans23_fold1', 'num_epochs': 1000, 'validation_every': 10, 'batch_size': 6, 'num_workers': 8, 'fp16': True, 'compile': False, 'seed': 0, 'custom_trainer_kwargs': {'iter_per_epoch': None, 'region_fusion_start_epoch': 0, 'patch_size': 80, 'debug': False, 'transform_kind': 'imfuse', 'train_masking_mode': 'random', 'val_masking_mode': 'validation', 'split_file': '/leonardo/home/userexternal/ocarpent/MiMoSe/src/mimose/data/splits/splits_5fold.json', 'fold': 1}, 'model_class': 'M2FTrans', 'model_kwargs': {'num_cls': 4}, 'optimizer_class': 'AdamW', 'optimizer': {'lr': 0.0003, 'weight_decay': 0.0001, 'betas': (0.9, 0.999), 'momentum': None, 'eps': 1e-08}, 'loss_class': 'IMFuseLoss', 'loss_kwargs': {'fuse_weight': 1.0, 'sep_weight': 1.0, 'prm_weight': 1.0, 'eps': 0.001, 'log_clamp_min': 0.005}, 'scheduler_class': 'WarmupPolyLR', 'scheduler_kwargs': {'total_iters': 1000, 'power': 0.9, 'warmup_iters': 100}, 'dataset_type': <DatasetType.BRATS23: 'brats23'>, 'iter_per_epoch': None, 'region_fusion_start_epoch': 0, 'patch_size': 80, 'debug': False, 'train_masking_mode': <MaskingMode.RANDOM: 'random'>, 'val_masking_mode': <MaskingMode.VALIDATION: 'validation'>, 'split_file': '/leonardo/home/userexternal/ocarpent/MiMoSe/src/mimose/data/splits/splits_5fold.json', '_wandb': {}}
2026-07-25 14:53:53,963 INFO    MainThread:3703559 [wandb_init.py:init():898] starting backend
2026-07-25 14:53:54,229 INFO    MainThread:3703559 [wandb_init.py:init():913] sending inform_init request
2026-07-25 14:53:54,367 INFO    MainThread:3703559 [wandb_init.py:init():918] backend started and connected
2026-07-25 14:53:54,369 INFO    MainThread:3703559 [wandb_init.py:init():988] updated telemetry
2026-07-25 14:53:54,398 INFO    MainThread:3703559 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
2026-07-25 14:53:54,402 INFO    MainThread:3703559 [wandb_init.py:init():1056] starting run threads in backend
2026-07-25 14:53:54,594 INFO    MainThread:3703559 [wandb_run.py:_console_start():2554] atexit reg
2026-07-25 14:53:54,594 INFO    MainThread:3703559 [wandb_run.py:_redirect():2403] redirect: wrap_raw
2026-07-25 14:53:54,594 INFO    MainThread:3703559 [wandb_run.py:_redirect():2472] Wrapping output streams.
2026-07-25 14:53:54,594 INFO    MainThread:3703559 [wandb_run.py:_redirect():2495] Redirects installed.
2026-07-25 14:53:54,598 INFO    MainThread:3703559 [wandb_init.py:init():1094] run started, returning control to user process
2026-07-26 21:27:54,090 INFO    MainThread:3703559 [wandb_run.py:_finish():2321] finishing run MiMoSe/cdglq0t3
2026-07-26 21:27:54,100 INFO    MainThread:3703559 [wandb_run.py:_atexit_cleanup():2520] got exitcode: 0
2026-07-26 21:27:54,101 INFO    MainThread:3703559 [wandb_run.py:_restore():2502] restore
2026-07-26 21:27:54,101 INFO    MainThread:3703559 [wandb_run.py:_restore():2508] restore done