|
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: 123456 |
|
replacement: false |
|
max_length: 512 |
|
active_data: |
|
budget: 100 |
|
positive_budget: 5 |
|
seed: 123456 |
|
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: 654321 |
|
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 |
|
|