| _name: null |
| common: |
| _name: null |
| no_progress_bar: false |
| log_interval: 10 |
| log_format: csv |
| log_file: null |
| wandb_project: null |
| wandb_entity: null |
| seed: 1 |
| fp16: false |
| memory_efficient_fp16: false |
| fp16_no_flatten_grads: false |
| fp16_init_scale: 128 |
| fp16_scale_window: null |
| fp16_scale_tolerance: 0.0 |
| on_cpu_convert_precision: false |
| min_loss_scale: 0.0001 |
| threshold_loss_scale: null |
| empty_cache_freq: 0 |
| all_gather_list_size: 2048000 |
| model_parallel_size: 1 |
| profile: false |
| reset_logging: false |
| suppress_crashes: false |
| common_eval: |
| _name: null |
| path: null |
| quiet: false |
| model_overrides: '{}' |
| extract: null |
| results_path: null |
| distributed_training: |
| _name: null |
| distributed_world_size: 1 |
| distributed_rank: 0 |
| distributed_backend: nccl |
| distributed_init_method: null |
| distributed_port: 12355 |
| device_id: 0 |
| ddp_comm_hook: none |
| bucket_cap_mb: 25 |
| fix_batches_to_gpus: false |
| find_unused_parameters: true |
| heartbeat_timeout: -1 |
| broadcast_buffers: false |
| fp16: ${common.fp16} |
| memory_efficient_fp16: ${common.memory_efficient_fp16} |
| dataset: |
| _name: null |
| num_workers: 7 |
| skip_invalid_size_inputs_valid_test: false |
| max_tokens: null |
| batch_size: 256 |
| required_batch_size_multiple: 8 |
| data_buffer_size: 10 |
| train_subset: train |
| valid_subset: valid |
| combine_valid_subsets: null |
| ignore_unused_valid_subsets: false |
| validate_interval: 1 |
| validate_interval_updates: 0 |
| validate_after_updates: 0 |
| fixed_validation_seed: null |
| disable_validation: true |
| max_tokens_valid: ${dataset.max_tokens} |
| batch_size_valid: ${dataset.batch_size} |
| max_valid_steps: null |
| curriculum: 0 |
| num_shards: 1 |
| shard_id: 0 |
| optimization: |
| _name: null |
| max_epoch: 40 |
| max_update: 320000 |
| lr: |
| - 1.0e-06 |
| stop_time_hours: 0.0 |
| clip_norm: 0.0 |
| update_freq: |
| - 1 |
| stop_min_lr: -1.0 |
| checkpoint: |
| _name: null |
| save_dir: <REDACTED> |
| restore_file: checkpoint_last.pt |
| finetune_from_model: null |
| reset_dataloader: false |
| reset_lr_scheduler: false |
| reset_meters: false |
| reset_optimizer: false |
| optimizer_overrides: '{}' |
| save_interval: 1 |
| save_interval_updates: 0 |
| keep_interval_updates: -1 |
| keep_interval_updates_pattern: -1 |
| keep_last_epochs: 0 |
| keep_best_checkpoints: -1 |
| no_save: false |
| no_epoch_checkpoints: false |
| no_last_checkpoints: false |
| no_save_optimizer_state: false |
| best_checkpoint_metric: loss |
| maximize_best_checkpoint_metric: false |
| patience: -1 |
| checkpoint_suffix: '' |
| checkpoint_shard_count: 1 |
| load_checkpoint_on_all_dp_ranks: false |
| model: |
| _name: ecg_transformer_classifier |
| model_path: <REDACTED> |
| num_labels: 17 |
| no_pretrained_weights: false |
| dropout: 0.0 |
| attention_dropout: 0.0 |
| activation_dropout: 0.1 |
| feature_grad_mult: 0.0 |
| freeze_finetune_updates: 0 |
| in_d: 12 |
| task: |
| _name: ecg_classification |
| data: <REDACTED> |
| normalize: false |
| enable_padding: true |
| enable_padding_leads: false |
| leads_to_load: null |
| label_file: <REDACTED> |
| criterion: |
| _name: binary_cross_entropy_with_logits |
| report_auc: true |
| report_cinc_score: false |
| weights_file: ??? |
| pos_weight: |
| - 36.796317 |
| - 0.231449 |
| - 14.49034 |
| - 3.780268 |
| - 1104.575439 |
| - 23.01044 |
| - 8.897255 |
| - 54.976017 |
| - 6.66556 |
| - 7.404951 |
| - 11.790818 |
| - 12.727873 |
| - 32.175994 |
| - 11.188187 |
| - 26.172215 |
| - 3.464408 |
| - 24.640965 |
| lr_scheduler: |
| _name: fixed |
| warmup_updates: 0 |
| optimizer: |
| _name: adam |
| adam_betas: (0.9, 0.98) |
| adam_eps: 1.0e-08 |
|
|
