| estimator: | |
| accelerator: gpu | |
| precision: 32 | |
| deterministic: true | |
| tf32_mode: high | |
| callbacks: | |
| timer: | |
| _target_: energizer.active_learning.callbacks.Timer | |
| save_outputs: | |
| _target_: src.callbacks.SaveOutputs | |
| dirpath: ./logs/ | |
| instance_level: false | |
| batch_level: false | |
| epoch_level: false | |
| early_stopping: | |
| _target_: energizer.callbacks.early_stopping.EarlyStopping | |
| monitor: train/avg_f1_minclass | |
| stage: train | |
| interval: epoch | |
| mode: max | |
| min_delta: 1.0e-05 | |
| patience: 10 | |
| stopping_threshold: null | |
| divergence_threshold: null | |
| verbose: true | |
| model_checkpoint: | |
| _target_: energizer.callbacks.model_checkpoint.ModelCheckpoint | |
| dirpath: .checkpoints | |
| monitor: train/avg_f1_minclass | |
| stage: train | |
| mode: max | |
| save_last: false | |
| save_top_k: 1 | |
| verbose: true | |
| loggers: | |
| tensorboard: | |
| _target_: energizer.loggers.TensorBoardLogger | |
| root_dir: ./ | |
| name: tb_logs | |
| version: null | |
| data: | |
| batch_size: 32 | |
| eval_batch_size: 256 | |
| num_workers: 32 | |
| pin_memory: true | |
| drop_last: false | |
| persistent_workers: true | |
| shuffle: true | |
| seed: 654321 | |
| replacement: false | |
| max_length: 512 | |
| active_data: | |
| budget: 100 | |
| positive_budget: 5 | |
| seed: 654321 | |
| fit: | |
| min_steps: 100 | |
| max_epochs: 10 | |
| learning_rate: 4.0e-05 | |
| optimizer: adamw | |
| log_interval: 1 | |
| enable_progress_bar: false | |
| limit_train_batches: null | |
| limit_validation_batches: null | |
| active_fit: | |
| max_budget: 5000 | |
| query_size: 25 | |
| reinit_model: true | |
| limit_pool_batches: null | |
| limit_test_batches: null | |
| test: | |
| log_interval: 1 | |
| enable_progress_bar: false | |
| limit_batches: null | |
| strategy: | |
| name: seals_entropy | |
| args: | |
| seed: 42 | |
| subpool_size: 10000 | |
| num_neighbours: 50 | |
| max_search_size: null | |
| model: | |
| name: deberta_v3-base | |
| seed: 123456 | |
| dataset: | |
| name: agnews-business-.01 | |
| text_column: text | |
| label_column: labels | |
| uid_column: uid | |
| prepared_path: /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 | |
| processed_path: /rds/user/pl487/hpc-work/anchoral/data/processed/agnews | |
| minority_classes: | |
| - 1 | |
| index_metric: all-mpnet-base-v2_cosine | |
| log_interval: 1 | |
| enable_progress_bar: false | |
| limit_batches: null | |
| seed: 42 | |
| experiment_group: deberta_v3-base/new | |
| run_name: agnews-business-.01/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 | |
| data_path: /rds/user/pl487/hpc-work/anchoral/data | |