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single_used_f1.training.log.txt
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04/13/2022 13:08:30 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1, distributed training: False, 16-bits training: False
04/13/2022 13:08:30 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_pin_memory=True,
ddp_find_unused_parameters=None,
debug=[],
deepspeed=None,
disable_tqdm=False,
do_eval=True,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_steps=500,
evaluation_strategy=IntervalStrategy.STEPS,
fp16=False,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
gradient_accumulation_steps=1,
gradient_checkpointing=False,
greater_is_better=True,
group_by_length=False,
hub_model_id=None,
hub_strategy=HubStrategy.EVERY_SAVE,
hub_token=<HUB_TOKEN>,
ignore_data_skip=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=5e-05,
length_column_name=length,
load_best_model_at_end=True,
local_rank=-1,
log_level=-1,
log_level_replica=-1,
log_on_each_node=True,
logging_dir=/scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/runs/Apr13_13-08-29_dn011,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=500,
logging_strategy=IntervalStrategy.STEPS,
lr_scheduler_type=SchedulerType.LINEAR,
max_grad_norm=1.0,
max_steps=-1,
metric_for_best_model=f1_macro,
mp_parameters=,
no_cuda=False,
num_train_epochs=10.0,
output_dir=/scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=32,
per_device_train_batch_size=32,
prediction_loss_only=False,
push_to_hub=False,
push_to_hub_model_id=None,
push_to_hub_organization=None,
push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=/scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user,
save_on_each_node=False,
save_steps=500,
save_strategy=IntervalStrategy.STEPS,
save_total_limit=None,
seed=12345,
sharded_ddp=[],
skip_memory_metrics=True,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_legacy_prediction_loop=False,
warmup_ratio=0.0,
warmup_steps=0,
weight_decay=0.0,
xpu_backend=None,
)
Some weights of the model checkpoint at /scratch/ba63/BERT_models/bert-base-arabic-camelbert-msa/ were not used when initializing BertForTokenClassification: ['cls.seq_relationship.bias', 'cls.predictions.decoder.bias', 'cls.predictions.transform.LayerNorm.bias', 'cls.predictions.bias', 'cls.predictions.transform.dense.bias', 'cls.seq_relationship.weight', 'cls.predictions.transform.dense.weight', 'cls.predictions.transform.LayerNorm.weight', 'cls.predictions.decoder.weight']
- This IS expected if you are initializing BertForTokenClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing BertForTokenClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Some weights of BertForTokenClassification were not initialized from the model checkpoint at /scratch/ba63/BERT_models/bert-base-arabic-camelbert-msa/ and are newly initialized: ['classifier.weight', 'classifier.bias']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
04/13/2022 13:08:32 - INFO - utils - Creating features from dataset file at /home/ba63/gender-rewriting-camera-ready/data/gender-id/single_user
04/13/2022 13:08:32 - INFO - utils - Writing example 0 of 8566
04/13/2022 13:08:32 - INFO - utils - *** Example ***
04/13/2022 13:08:32 - INFO - utils - guid: train-1
04/13/2022 13:08:32 - INFO - utils - tokens: [CLS] أريد ##ها أن ترحل - فلن ##ت ##خلص منها - [SEP]
04/13/2022 13:08:32 - INFO - utils - input_ids: 2 13198 1913 1979 22236 17 6715 1005 7046 2813 17 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - input_mask: 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - label_ids: -100 0 -100 0 0 0 0 -100 -100 0 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:32 - INFO - utils - *** Example ***
04/13/2022 13:08:32 - INFO - utils - guid: train-2
04/13/2022 13:08:32 - INFO - utils - tokens: [CLS] لقد رأينا ##ه من قبل . [SEP]
04/13/2022 13:08:32 - INFO - utils - input_ids: 2 3863 25915 1028 1908 2289 18 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - input_mask: 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - label_ids: -100 0 0 -100 0 0 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:32 - INFO - utils - *** Example ***
04/13/2022 13:08:32 - INFO - utils - guid: train-3
04/13/2022 13:08:32 - INFO - utils - tokens: [CLS] أعرف ان ما ##فعله زوجي ف ##ظي ##ع أعرف . [SEP]
04/13/2022 13:08:32 - INFO - utils - input_ids: 2 14271 1939 1972 10318 21675 408 6758 1009 14271 18 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - input_mask: 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - label_ids: -100 0 0 0 -100 0 0 -100 -100 0 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:32 - INFO - utils - *** Example ***
04/13/2022 13:08:32 - INFO - utils - guid: train-4
04/13/2022 13:08:32 - INFO - utils - tokens: [CLS] لكن الآن أنا في الواقع أر ##ك ##ض خلف [SEP]
04/13/2022 13:08:32 - INFO - utils - input_ids: 2 2425 3303 3897 1912 4915 7150 1014 1027 3479 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - input_mask: 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - label_ids: -100 0 0 0 0 0 0 -100 -100 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:32 - INFO - utils - *** Example ***
04/13/2022 13:08:32 - INFO - utils - guid: train-5
04/13/2022 13:08:32 - INFO - utils - tokens: [CLS] ما ظن ##نت بأن ##ني سأ ##قول هذا لكن . . . [SEP]
04/13/2022 13:08:32 - INFO - utils - input_ids: 2 1972 8393 1992 3010 1974 6556 2730 2085 2425 18 18 18 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - input_mask: 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:32 - INFO - utils - label_ids: -100 0 0 -100 0 -100 0 -100 0 0 0 0 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:35 - INFO - utils - Saving features into cached file /home/ba63/gender-rewriting-camera-ready/data/gender-id/single_user/cached_train_BertTokenizer_128
04/13/2022 13:08:50 - INFO - utils - Creating features from dataset file at /home/ba63/gender-rewriting-camera-ready/data/gender-id/single_user
04/13/2022 13:08:50 - INFO - utils - Writing example 0 of 1224
04/13/2022 13:08:50 - INFO - utils - *** Example ***
04/13/2022 13:08:50 - INFO - utils - guid: dev-1
04/13/2022 13:08:50 - INFO - utils - tokens: [CLS] أني لم أما ##رس الجنس منذ 15 عام يا ( جي ##سون ) ، أريد أن أما ##رس الجنس ! [SEP]
04/13/2022 13:08:50 - INFO - utils - input_ids: 2 8244 2043 3444 2373 7744 2837 2986 2268 2104 12 4885 4912 13 378 13198 1979 3444 2373 7744 5 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - input_mask: 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - label_ids: -100 0 0 0 -100 0 0 0 0 0 0 0 -100 0 0 0 0 0 -100 0 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:50 - INFO - utils - *** Example ***
04/13/2022 13:08:50 - INFO - utils - guid: dev-2
04/13/2022 13:08:50 - INFO - utils - tokens: [CLS] - أريد أن أش ##ير إلى أنه لدينا أربعة نشطاء يحضر ##ون لله ##رب - [SEP]
04/13/2022 13:08:50 - INFO - utils - input_ids: 2 17 13198 1979 2992 1916 2045 2590 5344 7590 27584 12504 1922 2784 1975 17 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - input_mask: 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - label_ids: -100 0 0 0 0 -100 0 0 0 0 0 0 -100 0 -100 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:50 - INFO - utils - *** Example ***
04/13/2022 13:08:50 - INFO - utils - guid: dev-3
04/13/2022 13:08:50 - INFO - utils - tokens: [CLS] سأ ##تح ##مل مسؤولية ذلك الطفل [SEP]
04/13/2022 13:08:50 - INFO - utils - input_ids: 2 6556 2133 2182 7795 2271 4685 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - input_mask: 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - label_ids: -100 0 -100 -100 0 0 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:50 - INFO - utils - *** Example ***
04/13/2022 13:08:50 - INFO - utils - guid: dev-4
04/13/2022 13:08:50 - INFO - utils - tokens: [CLS] . لا احد بع ##ائل ##تي يتذكر [SEP]
04/13/2022 13:08:50 - INFO - utils - input_ids: 2 18 1963 2439 2704 2525 2005 17211 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - input_mask: 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - label_ids: -100 0 0 0 0 -100 -100 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:50 - INFO - utils - *** Example ***
04/13/2022 13:08:50 - INFO - utils - guid: dev-5
04/13/2022 13:08:50 - INFO - utils - tokens: [CLS] أت ##أمل [SEP]
04/13/2022 13:08:50 - INFO - utils - input_ids: 2 4602 10700 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - input_mask: 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - segment_ids: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
04/13/2022 13:08:50 - INFO - utils - label_ids: -100 0 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100 -100
04/13/2022 13:08:50 - INFO - utils - Saving features into cached file /home/ba63/gender-rewriting-camera-ready/data/gender-id/single_user/cached_dev_BertTokenizer_128
/scratch/ba63/miniconda3/envs/gender_rewriting/lib/python3.7/site-packages/transformers/trainer.py:1054: FutureWarning: `model_path` is deprecated and will be removed in a future version. Use `resume_from_checkpoint` instead.
FutureWarning,
Loading model from /scratch/ba63/BERT_models/bert-base-arabic-camelbert-msa/).
There were missing keys in the checkpoint model loaded: ['classifier.weight', 'classifier.bias'].
There were unexpected keys in the checkpoint model loaded: ['cls.predictions.bias', 'cls.predictions.transform.dense.weight', 'cls.predictions.transform.dense.bias', 'cls.predictions.transform.LayerNorm.weight', 'cls.predictions.transform.LayerNorm.bias', 'cls.predictions.decoder.weight', 'cls.predictions.decoder.bias', 'cls.seq_relationship.weight', 'cls.seq_relationship.bias', 'bert.pooler.dense.weight', 'bert.pooler.dense.bias'].
***** Running training *****
Num examples = 8566
Num Epochs = 10
Instantaneous batch size per device = 32
Total train batch size (w. parallel, distributed & accumulation) = 32
Gradient Accumulation steps = 1
Total optimization steps = 2680
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Num examples = 1224
Batch size = 32
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100%|██████████| 39/39 [00:03<00:00, 13.53it/s][A/scratch/ba63/miniconda3/envs/gender_rewriting/lib/python3.7/site-packages/sklearn/metrics/_classification.py:1308: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
_warn_prf(average, modifier, msg_start, len(result))
[A 19%|█▊ | 500/2680 [02:13<09:02, 4.02it/s]
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[ASaving model checkpoint to /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-500
Configuration saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-500/config.json
Model weights saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-500/pytorch_model.bin
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Num examples = 1224
Batch size = 32
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97%|█████████▋| 38/39 [00:02<00:00, 12.65it/s][A/scratch/ba63/miniconda3/envs/gender_rewriting/lib/python3.7/site-packages/sklearn/metrics/_classification.py:1308: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
_warn_prf(average, modifier, msg_start, len(result))
[A 37%|███▋ | 1000/2680 [04:41<06:59, 4.00it/s]
100%|██████████| 39/39 [00:06<00:00, 12.65it/s][A
[ASaving model checkpoint to /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-1000
Configuration saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-1000/config.json
Model weights saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-1000/pytorch_model.bin
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56%|█████▌ | 1499/2680 [07:01<04:51, 4.05it/s] 56%|█████▌ | 1500/2680 [07:01<04:51, 4.05it/s] 56%|█████▌ | 1500/2680 [07:01<04:51, 4.05it/s]***** Running Evaluation *****
Num examples = 1224
Batch size = 32
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97%|█████████▋| 38/39 [00:02<00:00, 12.50it/s][A/scratch/ba63/miniconda3/envs/gender_rewriting/lib/python3.7/site-packages/sklearn/metrics/_classification.py:1308: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
_warn_prf(average, modifier, msg_start, len(result))
[A 56%|█████▌ | 1500/2680 [07:08<04:51, 4.05it/s]
100%|██████████| 39/39 [00:06<00:00, 12.50it/s][A
[ASaving model checkpoint to /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-1500
Configuration saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-1500/config.json
Model weights saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-1500/pytorch_model.bin
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4.01it/s] 75%|███████▍ | 2000/2680 [09:28<02:49, 4.01it/s] 75%|███████▍ | 2000/2680 [09:28<02:49, 4.01it/s]***** Running Evaluation *****
Num examples = 1224
Batch size = 32
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_warn_prf(average, modifier, msg_start, len(result))
[A 75%|███████▍ | 2000/2680 [09:35<02:49, 4.01it/s]
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[ASaving model checkpoint to /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-2000
Configuration saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-2000/config.json
Model weights saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-2000/pytorch_model.bin
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Num examples = 1224
Batch size = 32
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_warn_prf(average, modifier, msg_start, len(result))
[A 93%|█████████▎| 2500/2680 [12:01<00:44, 4.01it/s]
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[ASaving model checkpoint to /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-2500
Configuration saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-2500/config.json
Model weights saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-2500/pytorch_model.bin
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Training completed. Do not forget to share your model on huggingface.co/models =)
Loading best model from /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/checkpoint-500 (score: 0.5478121451375886).
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Saving model checkpoint to /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user
Configuration saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/config.json
Model weights saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/pytorch_model.bin
tokenizer config file saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/tokenizer_config.json
Special tokens file saved in /scratch/ba63/gender-rewriting/gender-id/CAMeLBERT_MSA/camera_ready/single_user/special_tokens_map.json
04/13/2022 13:22:08 - INFO - __main__ - *** Evaluate ***
***** Running Evaluation *****
Num examples = 1224
Batch size = 32
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_warn_prf(average, modifier, msg_start, len(result))
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04/13/2022 13:22:14 - INFO - __main__ - ***** Eval results *****
04/13/2022 13:22:14 - INFO - __main__ - eval_loss = 0.03166802227497101
04/13/2022 13:22:14 - INFO - __main__ - eval_accuracy = 0.9932608695652174
04/13/2022 13:22:14 - INFO - __main__ - eval_precision_micro = 0.9932608695652174
04/13/2022 13:22:14 - INFO - __main__ - eval_recall_micro = 0.9932608695652174
04/13/2022 13:22:14 - INFO - __main__ - eval_f1_micro = 0.9932608695652174
04/13/2022 13:22:14 - INFO - __main__ - eval_precision_macro = 0.5530587113857829
04/13/2022 13:22:14 - INFO - __main__ - eval_recall_macro = 0.5427528466175486
04/13/2022 13:22:14 - INFO - __main__ - eval_f1_macro = 0.5478121451375886
04/13/2022 13:22:14 - INFO - __main__ - eval_runtime = 6.2084
04/13/2022 13:22:14 - INFO - __main__ - eval_samples_per_second = 197.151
04/13/2022 13:22:14 - INFO - __main__ - eval_steps_per_second = 6.282
04/13/2022 13:22:14 - INFO - __main__ - epoch = 10.0