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: 820
log_step: 849
evaluate_begin: 0
cross_validate_fold: -1
hidden_dim: 768
dataset_name: SST2TextFooler
dataset_file: {'train': ['integrated_datasets/text_defense/301.SST2/SST2TextFoolerJin2019/stsa.binary.train.dat.1.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/301.SST2/SST2TextFoolerJin2019/stsa.binary.train.dat.1.TextFoolerJin2019.org', 'integrated_datasets/text_defense/301.SST2/SST2TextFoolerJin2019/stsa.binary.train.dat.10.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/301.SST2/SST2TextFoolerJin2019/stsa.binary.train.dat.10.TextFoolerJin2019.org', 'integrated_datasets/text_defense/301.SST2/SST2TextFoolerJin2019/stsa.binary.train.dat.2.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/301.SST2/SST2TextFoolerJin2019/stsa.binary.train.dat.2.TextFoolerJin2019.org', 'integrated_datasets/text_defense/301.SST2/SST2TextFoolerJin2019/stsa.binary.train.dat.3.TextFoolerJin2019.adv', 'integrated_datasets/text_defense/301.SST2/SST2TextFoolerJin2019/stsa.binary.train.dat.3.TextFoolerJin2019.org', 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device: cuda:1
auto_device: True
model_name: tadbert
MV: <metric_visualizer.metric_visualizer.MetricVisualizer object at 0x7f67b5ec2910>
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': 0.9569266589057043, 'max_cls_test_f1': 0.9569032964917064, 'max_adv_det_test_acc': 0.929569266589057, 'max_adv_det_test_f1': 0.9293797431243276, 'max_adv_tr_test_acc': 0.9432624113475244, 'max_adv_tr_test_f1': 0.9432620942502012}
max_test_metrics: {'max_cls_test_acc': 0.9604190919674039, 'max_cls_test_f1': 0.9603855377236672, 'max_adv_det_test_acc': 0.929569266589057, 'max_adv_det_test_f1': 0.9293797431243276, 'max_adv_tr_test_acc': 0.952718676122937, 'max_adv_tr_test_f1': 0.952686680685428}
