2026-07-21 03:04:03,437 INFO    MainThread:2841812 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
2026-07-21 03:04:03,437 INFO    MainThread:2841812 [wandb_setup.py:_flush():81] Configure stats pid to 2841812
2026-07-21 03:04:03,437 INFO    MainThread:2841812 [wandb_setup.py:_flush():81] Loading settings from environment variables
2026-07-21 03:04:03,439 INFO    MainThread:2841812 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /work/phd_mimose/runs/imfuse23_fold1/wandb/run-20260721_030403-ep44kzjy/logs/debug.log
2026-07-21 03:04:03,440 INFO    MainThread:2841812 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /work/phd_mimose/runs/imfuse23_fold1/wandb/run-20260721_030403-ep44kzjy/logs/debug-internal.log
2026-07-21 03:04:03,440 INFO    MainThread:2841812 [wandb_init.py:init():850] calling init triggers
2026-07-21 03:04:03,440 INFO    MainThread:2841812 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
config: {'input_dir': '/work/phd_mimose/imfuse-preprocessed', 'output_dir': '/work/phd_mimose/runs/imfuse23_fold1', 'num_epochs': 1000, 'validation_every': 10, 'batch_size': 2, 'num_workers': 8, 'fp16': False, 'compile': False, 'seed': 0, 'custom_trainer_kwargs': {'iter_per_epoch': None, 'region_fusion_start_epoch': 0, 'patch_size': 128, 'debug': False, 'transform_kind': 'imfuse', 'train_masking_mode': 'random', 'val_masking_mode': 'validation', 'split_file': '/homes/ocarpentiero/MiMoSe/src/mimose/data/splits/splits_5fold.json', 'fold': 1}, 'model_class': 'IMFuse', 'model_kwargs': {'interleaved_tokenization': True, 'mamba_skip': True, 'num_cls': 4}, 'optimizer_class': 'RAdam', 'optimizer': {'lr': 0.0004, 'weight_decay': 3e-05, 'betas': (0.9, 0.999), 'momentum': None, 'eps': 1e-08}, 'loss_class': 'IMFuseLoss', 'loss_kwargs': {'num_classes': None, 'fuse_weight': 1.0, 'sep_weight': 1.0, 'prm_weight': 1.0, 'eps': 0.001, 'log_clamp_min': 0.005}, 'scheduler_class': 'PolynomialLR', 'scheduler_kwargs': {'total_iters': 1000, 'power': 0.9}, 'push_to_hf': True, 'hf_repo': 'AImageLab-Zip/MiMoSe', 'dataset_type': <DatasetType.BRATS23: 'brats23'>, 'iter_per_epoch': None, 'region_fusion_start_epoch': 0, 'patch_size': 128, 'debug': False, 'train_masking_mode': <MaskingMode.RANDOM: 'random'>, 'val_masking_mode': <MaskingMode.VALIDATION: 'validation'>, 'split_file': '/homes/ocarpentiero/MiMoSe/src/mimose/data/splits/splits_5fold.json', '_wandb': {}}
2026-07-21 03:04:03,440 INFO    MainThread:2841812 [wandb_init.py:init():898] starting backend
2026-07-21 03:04:03,819 INFO    MainThread:2841812 [wandb_init.py:init():913] sending inform_init request
2026-07-21 03:04:04,598 INFO    MainThread:2841812 [wandb_init.py:init():918] backend started and connected
2026-07-21 03:04:04,603 INFO    MainThread:2841812 [wandb_init.py:init():988] updated telemetry
2026-07-21 03:04:04,668 INFO    MainThread:2841812 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
2026-07-21 03:04:05,235 INFO    MainThread:2841812 [wandb_init.py:init():1051] run resumed
2026-07-21 03:04:05,239 INFO    MainThread:2841812 [wandb_init.py:init():1056] starting run threads in backend
2026-07-21 03:04:05,600 INFO    MainThread:2841812 [wandb_run.py:_console_start():2554] atexit reg
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2026-07-21 03:04:05,600 INFO    MainThread:2841812 [wandb_run.py:_redirect():2472] Wrapping output streams.
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2026-07-21 03:04:05,604 INFO    MainThread:2841812 [wandb_init.py:init():1094] run started, returning control to user process