checkpoints/ATEPC_ENGLISH_CHECKPOINT/fast_lcf_atepc.args.txt

model: <class 'pyabsa.core.atepc.models.fast_lcf_atepc.FAST_LCF_ATEPC'>
optimizer: adamw
learning_rate: 1e-05
pretrained_bert: microsoft/deberta-v3-base
cache_dataset: True
warmup_step: -1
use_bert_spc: True
max_seq_len: 80
SRD: 3
use_syntax_based_SRD: False
lcf: cdw
dropout: 0.5
l2reg: 1e-84
num_epoch: 30
batch_size: 16
seed: 52
polarities_dim: 3
log_step: 2064
patience: 99999
gradient_accumulation_steps: 1
dynamic_truncate: True
evaluate_begin: 0
hidden_dim: 768
dataset_name: English
dataset_file: {'train': ['integrated_datasets/atepc_datasets/110.SemEval/113.laptop14/Laptops_Train.xml.seg.atepc', 'integrated_datasets/atepc_datasets/110.SemEval/114.restaurant14/Restaurants_Train.xml.seg.atepc', 'integrated_datasets/atepc_datasets/110.SemEval/116.restaurant16/restaurant_train.raw.atepc', 'integrated_datasets/atepc_datasets/101.ACL_Twitter/acl-14-short-data/train.raw.atepc', 'integrated_datasets/atepc_datasets/109.MAMS/train.xml.dat.atepc', 'integrated_datasets/atepc_datasets/117.Television/Television_Train.xml.seg.atepc', 'integrated_datasets/atepc_datasets/118.TShirt/Menstshirt_Train.xml.seg.atepc', 'integrated_datasets/atepc_datasets/119.Yelp/yelp.train.txt.atepc', 'integrated_datasets/atepc_datasets/121.MOOC_En/mooc-en.train.txt.atepc'], 'test': ['integrated_datasets/atepc_datasets/110.SemEval/113.laptop14/Laptops_Test_Gold.xml.seg.atepc', 'integrated_datasets/atepc_datasets/110.SemEval/114.restaurant14/Restaurants_Test_Gold.xml.seg.atepc', 'integrated_datasets/atepc_datasets/110.SemEval/116.restaurant16/restaurant_test.raw.atepc', 'integrated_datasets/atepc_datasets/101.ACL_Twitter/acl-14-short-data/test.raw.atepc', 'integrated_datasets/atepc_datasets/109.MAMS/test.xml.dat.atepc', 'integrated_datasets/atepc_datasets/117.Television/Television_Test_Gold.xml.seg.atepc', 'integrated_datasets/atepc_datasets/118.TShirt/Menstshirt_Test_Gold.xml.seg.atepc', 'integrated_datasets/atepc_datasets/119.Yelp/yelp.test.txt.atepc', 'integrated_datasets/atepc_datasets/121.MOOC_En/mooc-en.test.txt.atepc'], 'valid': ['integrated_datasets/atepc_datasets/109.MAMS/valid.xml.dat.atepc']}
device: cuda:1
auto_device: True
model_name: fast_lcf_atepc
save_mode: 1
model_path_to_save: checkpoints
sep_indices: 2
spacy_model: en_core_web_sm
IOB_label_to_index: {'B-ASP': 1, 'I-ASP': 2, 'O': 3, '[CLS]': 4, '[SEP]': 5}
index_to_label: {0: 'Negative', 1: 'Neutral', 2: 'Positive'}
label_list: ['B-ASP', 'I-ASP', 'O', '[CLS]', '[SEP]']
num_labels: 6
max_test_metrics: {'max_apc_test_acc': 85.4, 'max_apc_test_f1': 82.79, 'max_ate_test_f1': 81.4}
metrics_of_this_checkpoint: {'apc_acc': 85.4, 'apc_f1': 82.53, 'ate_f1': 80.19}