01/26/2022 10:56:56 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: True
01/26/2022 10:56:56 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
bf16=False,
bf16_full_eval=False,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_pin_memory=True,
ddp_bucket_cap_mb=None,
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=True,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
gradient_accumulation_steps=2,
gradient_checkpointing=True,
greater_is_better=None,
group_by_length=True,
half_precision_backend=auto,
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=0.0003,
length_column_name=input_length,
load_best_model_at_end=False,
local_rank=-1,
log_level=-1,
log_level_replica=-1,
log_on_each_node=True,
logging_dir=./runs/Jan26_10-56-56_ganymede.eafit.edu.co,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=100,
logging_strategy=IntervalStrategy.STEPS,
lr_scheduler_type=SchedulerType.COSINE,
max_grad_norm=1.0,
max_steps=-1,
metric_for_best_model=None,
mp_parameters=,
no_cuda=False,
num_train_epochs=500.0,
optim=OptimizerNames.ADAMW_HF,
output_dir=./,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=80,
per_device_train_batch_size=80,
prediction_loss_only=False,
push_to_hub=True,
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=['wandb'],
resume_from_checkpoint=None,
run_name=cosine+drop_proj+low_specaugment-300M,
save_on_each_node=False,
save_steps=500,
save_strategy=IntervalStrategy.STEPS,
save_total_limit=1,
seed=42,
sharded_ddp=[],
skip_memory_metrics=True,
tf32=None,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_legacy_prediction_loop=False,
warmup_ratio=0.0,
warmup_steps=500,
weight_decay=0.0,
xpu_backend=None,
)
01/26/2022 10:57:00 - WARNING - datasets.builder - Reusing dataset common_voice (/home/sagrilaft/.cache/huggingface/datasets/mozilla-foundation___common_voice/et/7.0.0/33e08856cfa0d0665e837bcad73ffd920a0bc713ce8c5fffb55dbdf1c084d5ba)
01/26/2022 10:57:02 - WARNING - datasets.builder - Reusing dataset common_voice (/home/sagrilaft/.cache/huggingface/datasets/mozilla-foundation___common_voice/et/7.0.0/33e08856cfa0d0665e837bcad73ffd920a0bc713ce8c5fffb55dbdf1c084d5ba)
01/26/2022 10:57:02 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /home/sagrilaft/.cache/huggingface/datasets/mozilla-foundation___common_voice/et/7.0.0/33e08856cfa0d0665e837bcad73ffd920a0bc713ce8c5fffb55dbdf1c084d5ba/cache-f4479ce33e07f5c7.arrow
01/26/2022 10:57:02 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /home/sagrilaft/.cache/huggingface/datasets/mozilla-foundation___common_voice/et/7.0.0/33e08856cfa0d0665e837bcad73ffd920a0bc713ce8c5fffb55dbdf1c084d5ba/cache-105cefde64f772a9.arrow
01/26/2022 10:58:44 - WARNING - huggingface_hub.repository - /home/sagrilaft/Project/audio/xls-r-et/./ is already a clone of https://huggingface.co/shpotes/xls-r-et. Make sure you pull the latest changes with `repo.git_pull()`.

{'loss': 4.5903, 'learning_rate': 0.00019800000000000002, 'epoch': 2.78}
{'loss': 2.9083, 'learning_rate': 0.000398, 'epoch': 5.56}
{'loss': 1.2823, 'learning_rate': 0.000598, 'epoch': 8.33}
{'loss': 0.3962, 'learning_rate': 0.0007980000000000001, 'epoch': 11.11}
{'loss': 0.3034, 'learning_rate': 0.000998, 'epoch': 13.89}