model: <class 'anonymous_demo.core.tad.classic.__bert__.models.tad_bert.TADBERT'>
optimizer: adamw
learning_rate: 1e-05
patience: 3
pretrained_bert: microsoft/deberta-v3-base
cache_dataset: False
warmup_step: -1
max_seq_len: 80
l2reg: 1e-05
num_epoch: 5
batch_size: 16
seed: 5236
log_step: 1168
evaluate_begin: 0
cross_validate_fold: -1
use_amp: False
hidden_dim: 768
dataset_name: IMDB
dataset_file: {'train': ['integrated_datasets\\text_defense\\302.IMDB10K\\IMDBPWWSRen2019\\imdb10k.train.dat.1.PWWSRen2019.org', 'integrated_datasets\\text_defense\\302.IMDB10K\\IMDBTextFoolerJin2019\\imdb10k.train.dat.1.TextFoolerJin2019.adv', 'integrated_datasets\\text_defense\\302.IMDB10K\\IMDBTextFoolerJin2019\\imdb10k.train.dat.1.TextFoolerJin2019.org'], 'test': ['integrated_datasets\\text_defense\\302.IMDB10K\\IMDBPWWSRen2019\\imdb10k.test.dat.1.PWWSRen2019.adv', 'integrated_datasets\\text_defense\\302.IMDB10K\\IMDBPWWSRen2019\\imdb10k.test.dat.1.PWWSRen2019.org', 'integrated_datasets\\text_defense\\302.IMDB10K\\IMDBTextFoolerJin2019\\imdb10k.test.dat.1.TextFoolerJin2019.org'], 'valid': ['integrated_datasets\\text_defense\\302.IMDB10K\\IMDBPWWSRen2019\\imdb10k.valid.dat.1.PWWSRen2019.adv', 'integrated_datasets\\text_defense\\302.IMDB10K\\IMDBPWWSRen2019\\imdb10k.valid.dat.1.PWWSRen2019.org', 'integrated_datasets\\text_defense\\302.IMDB10K\\IMDBTextFoolerJin2019\\imdb10k.valid.dat.1.TextFoolerJin2019.adv', 'integrated_datasets\\text_defense\\302.IMDB10K\\IMDBTextFoolerJin2019\\imdb10k.valid.dat.1.TextFoolerJin2019.org']}
device: cuda:0
auto_device: True
model_name: tadbert
save_mode: 1
model_path_to_save: checkpoints
inputs_cols: ['text_bert_indices']
index_to_label: {-100: '-100', 0: '0', 1: '1'}
index_to_adv_train_label: {-100: '-100', 0: '0', 1: '1'}
index_to_is_adv: {0: '0', 1: '1'}
class_dim: 2
adv_det_dim: 2
metrics_of_this_checkpoint: {'acc': 0, 'f1': 0, 'max_cls_test_acc': 0.873, 'max_cls_test_f1': 0.8726422520861099, 'max_adv_det_test_acc': 0.8589366818060379, 'max_adv_det_test_f1': 0.8535008503945973, 'max_adv_tr_test_acc': 0.8250143430866422, 'max_adv_tr_test_f1': 0.8207122137875702}
max_test_metrics: {'max_cls_test_acc': 0.883, 'max_cls_test_f1': 0.8827409748133628, 'max_adv_det_test_acc': 0.865081485439487, 'max_adv_det_test_f1': 0.8605044956353575, 'max_adv_tr_test_acc': 0.8250143430866422, 'max_adv_tr_test_f1': 0.8207122137875702}
