aa: null amp: false amp_dtype: float16 amp_impl: native aug_repeats: 0 aug_splits: 0 bandpass_freq: - 0.01 - 150 batch_size: 384 bce_loss: true bce_pos_weight: null bce_sum: false bce_target_thresh: null bn_eps: null bn_momentum: null channels_last: false checkpoint_hist: 3 class_map: '' clip_grad: null clip_mode: norm color_jitter: 0.4 color_jitter_prob: null cooldown_epochs: 0 crop_pct: null cutmix: 0.0 cutmix_minmax: null data: null data_dir: /home/jmoody/ecgflow/data/mimic-iv-ecg dataset: ecgflow/mimic dataset_download: false decay_epochs: 90 decay_milestones: - 90 - 180 - 270 decay_rate: 0.1 dist_bn: reduce drop: 0.0 drop_block: null drop_connect: null drop_path: null early_stop: null epoch_repeats: 0.0 epochs: 300 eval_metric: top1 experiment: mtsm-p50-d12-h8 fast_norm: false filter_wf: false ft_head: false ft_top: 0 fuser: '' gaussian_blur_prob: null gp: null grad_accum_steps: 1 grad_checkpointing: false grayscale_prob: null head_init_bias: null head_init_scale: null hflip: 0.5 img_size: null in_chans: null initial_checkpoint: '' input_img_mode: null input_key: null input_size: - 1 - 8 - 5000 interpolation: '' jsd_loss: false keep_head: false layer_decay: null local_rank: 0 log_interval: 50 log_wandb: false lr: 0.001 lr_base: 0.1 lr_base_scale: '' lr_base_size: 256 lr_cycle_decay: 0.5 lr_cycle_limit: 1 lr_cycle_mul: 1.0 lr_k_decay: 7.0 lr_noise: null lr_noise_pct: 0.67 lr_noise_std: 1.0 mean: null min_lr: 0 mixup: 0.0 mixup_mode: batch mixup_off_epoch: 0 mixup_prob: 1.0 mixup_switch_prob: 0.5 model: mtsm_base_patch50 model_ema: false model_ema_decay: 0.9998 model_ema_force_cpu: false model_kwargs: img_size: 5000 momentum: 0.9 mse_loss: false mslq_loss: false no_aug: true no_ddp_bb: false no_prefetcher: true no_resume_opt: false notch_freq: 60.0 num_classes: -1 opt: adamw opt_betas: null opt_eps: null opt_kwargs: {} output: /home/jmoody/ecgflow/experiments//mimic patience_epochs: 10 pin_mem: false pretrained: false pretrained_path: null ratio: - 0.75 - 1.3333333333333333 recount: 1 recovery_interval: 0 remode: pixel reprob: 0.0 resplit: false resume: '' save_images: false scale: - 0.08 - 1.0 scale_y: false sched: cosine sched_on_updates: true seed: 42 smoothing: 0.01 split_bn: false ssl: true ssl_mask_ratio: 0.6 start_epoch: null std: null sync_bn: false synchronize_step: false target_key: null torchcompile: null torchscript: false train_interpolation: random train_num_samples: null train_split: train tta: 0 use_multi_epochs_loader: false val_num_samples: null val_split: validation validation_batch_size: null vflip: 0.0 warmup_epochs: 5 warmup_lr: 1.0e-05 warmup_prefix: false weight_decay: 2.0e-05 worker_seeding: all workers: 12