model: <class 'pyabsa.core.tad.classic.__bert__.models.tad_bert.TADBERT'>
optimizer: adamw
learning_rate: 1e-05
patience: 99999
pretrained_bert: microsoft/deberta-v3-base
cache_dataset: False
warmup_step: -1
max_seq_len: 80
l2reg: 1e-05
num_epoch: 30
batch_size: 16
seed: 7583
log_step: 665
evaluate_begin: 0
cross_validate_fold: -1
hidden_dim: 768
dataset_name: AGNews10KTextFooler
dataset_file: {'train': ['integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.train.dat.1.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.train.dat.1.TextFoolerJin2019.org', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.train.dat.10.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.train.dat.10.TextFoolerJin2019.org', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.train.dat.2.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.train.dat.2.TextFoolerJin2019.org', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.train.dat.3.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.train.dat.3.TextFoolerJin2019.org', 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['integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.1.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.1.TextFoolerJin2019.org', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.10.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.10.TextFoolerJin2019.org', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.2.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.2.TextFoolerJin2019.org', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.3.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.3.TextFoolerJin2019.org', 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'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.8.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.8.TextFoolerJin2019.org', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.9.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/304.AGNews10K/AGNews10KTextFoolerJin2019/AGNews10K.valid.dat.9.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', 2: '2', 3: '3'}
index_to_adv_train_label: {-100: '-100', 0: '0', 1: '1', 2: '2', 3: '3'}
index_to_is_adv: {0: '0', 1: '1'}
class_dim: 4
adv_det_dim: 2
metrics_of_this_checkpoint: {'acc': 0, 'f1': 0, 'max_cls_test_acc': 0.897, 'max_cls_test_f1': 0.9056961978612216, 'max_adv_det_test_acc': 0.8965303593556382, 'max_adv_det_test_f1': 0.884391243796288, 'max_adv_tr_test_acc': 0.8257328990228296, 'max_adv_tr_test_f1': 0.7985632130437252}
max_test_metrics: {'max_cls_test_acc': 0.904, 'max_cls_test_f1': 0.9075263093667311, 'max_adv_det_test_acc': 0.8965303593556382, 'max_adv_det_test_f1': 0.884391243796288, 'max_adv_tr_test_acc': 0.8322475570032846, 'max_adv_tr_test_f1': 0.8115608635418676}
