INFO:__main__:Training/evaluation parameters TrainingArguments( _n_gpu=0, adafactor=False, adam_beta1=0.9, adam_beta2=0.98, adam_epsilon=1e-08, dataloader_drop_last=False, dataloader_num_workers=64, 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=10, evaluation_strategy=IntervalStrategy.NO, fp16=False, fp16_backend=auto, fp16_full_eval=False, fp16_opt_level=O1, gradient_accumulation_steps=1, greater_is_better=None, group_by_length=False, ignore_data_skip=False, label_names=None, label_smoothing_factor=0.0, learning_rate=0.0024, length_column_name=length, load_best_model_at_end=False, local_rank=-1, log_level=-1, log_level_replica=-1, log_on_each_node=True, logging_dir=/home/cahya/Work/flax-community/gpt2-medium-indonesian/runs/Jul09_14-14-49_t1v-n-528d9406-w-0, logging_first_step=False, logging_steps=500, logging_strategy=IntervalStrategy.STEPS, lr_scheduler_type=SchedulerType.LINEAR, max_grad_norm=1.0, max_steps=-1, metric_for_best_model=None, mp_parameters=, no_cuda=False, num_train_epochs=20.0, output_dir=/home/cahya/Work/flax-community/gpt2-medium-indonesian, overwrite_output_dir=True, past_index=-1, per_device_eval_batch_size=24, per_device_train_batch_size=24, prediction_loss_only=False, push_to_hub=True, push_to_hub_model_id=gpt2-medium-indonesian, push_to_hub_organization=None, push_to_hub_token=None, remove_unused_columns=True, report_to=['tensorboard', 'wandb'], resume_from_checkpoint=None, run_name=/home/cahya/Work/flax-community/gpt2-medium-indonesian, save_on_each_node=False, save_steps=10, save_strategy=IntervalStrategy.STEPS, save_total_limit=None, seed=42, 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=1000, weight_decay=0.01, ) WARNING:datasets.builder:Reusing dataset oscar (/home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2) WARNING:datasets.builder:Reusing dataset oscar (/home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2) WARNING:datasets.builder:Reusing dataset oscar (/home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2) loading configuration file /home/cahya/Work/flax-community/gpt2-medium-indonesian/config.json Model config GPT2Config { "activation_function": "gelu_new", "architectures": [ "GPT2LMHeadModel" ], "attn_pdrop": 0.0, "bos_token_id": 50256, "embd_pdrop": 0.0, "eos_token_id": 50256, "gradient_checkpointing": false, "initializer_range": 0.02, "layer_norm_epsilon": 1e-05, "model_type": "gpt2", "n_ctx": 1024, "n_embd": 1024, "n_head": 16, "n_inner": null, "n_layer": 24, "n_positions": 1024, "n_special": 0, "predict_special_tokens": true, "resid_pdrop": 0.0, "scale_attn_weights": true, "summary_activation": null, "summary_first_dropout": 0.1, "summary_proj_to_labels": true, "summary_type": "cls_index", "summary_use_proj": true, "task_specific_params": { "text-generation": { "do_sample": true, "max_length": 50 } }, "transformers_version": "4.9.0.dev0", "use_cache": true, "vocab_size": 50257 } Could not locate the tokenizer configuration file, will try to use the model config instead. loading configuration file /home/cahya/Work/flax-community/gpt2-medium-indonesian/config.json Model config GPT2Config { "activation_function": "gelu_new", "architectures": [ "GPT2LMHeadModel" ], "attn_pdrop": 0.0, "bos_token_id": 50256, "embd_pdrop": 0.0, "eos_token_id": 50256, "gradient_checkpointing": false, "initializer_range": 0.02, "layer_norm_epsilon": 1e-05, "model_type": "gpt2", "n_ctx": 1024, "n_embd": 1024, "n_head": 16, "n_inner": null, "n_layer": 24, "n_positions": 1024, "n_special": 0, "predict_special_tokens": true, "resid_pdrop": 0.0, "scale_attn_weights": true, "summary_activation": null, "summary_first_dropout": 0.1, "summary_proj_to_labels": true, "summary_type": "cls_index", "summary_use_proj": true, "task_specific_params": { "text-generation": { "do_sample": true, "max_length": 50 } }, "transformers_version": "4.9.0.dev0", "use_cache": true, "vocab_size": 50257 } Didn't find file /home/cahya/Work/flax-community/gpt2-medium-indonesian/vocab.json. We won't load it. Didn't find file /home/cahya/Work/flax-community/gpt2-medium-indonesian/merges.txt. We won't load it. Didn't find file /home/cahya/Work/flax-community/gpt2-medium-indonesian/added_tokens.json. We won't load it. Didn't find file /home/cahya/Work/flax-community/gpt2-medium-indonesian/special_tokens_map.json. We won't load it. Didn't find file /home/cahya/Work/flax-community/gpt2-medium-indonesian/tokenizer_config.json. We won't load it. loading file None loading file None loading file /home/cahya/Work/flax-community/gpt2-medium-indonesian/tokenizer.json loading file None loading file None loading file None WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-7c8748951b836a39.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-e8faac6017bcb49b.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-c5425cfa7b7223f6.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-cdc888c4a1368eb6.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-48968c822b98ae53.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-5f328ef9be07f2bd.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-d64db80076e83794.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-c5535b5e4d4787bd.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-4ccae48945a5018b.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-a9580511ae5fe290.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-ce47446c7ed51f86.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-5265df813cce244c.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-291aa37166805277.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-b0fcf0ee31a5694b.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-dc536f4136334a0c.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-bc6d8f0cd0188ed2.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-bae62b66cd5223e9.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-a74a5c8659dd357d.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-bed5ca27f1e7bb8a.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-767607d4af662c16.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-1af00e6a42cd67ec.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-d2929e2c3fa897ad.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-1d8bbdc9ba93d666.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at 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/home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-c7f6d6a32a956e50.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-937589a019258a7e.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-2fafecedcf451464.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-ed4c6bf415770d26.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-b4bf5b9a5fd38482.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-1b72568efe5b7868.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-3a5da5e01dd0ff2b.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-71f7c7be4dfd81d6.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-ac9ac931371f4384.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-e7ffac40c42e218d.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-6ca91f147e7f17a1.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-9826499aae76a5f4.arrow WARNING:datasets.arrow_dataset:Loading cached processed dataset at 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/home/cahya/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_id/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-2c134571a65badbf.arrow 2021-07-09 14:15:27.414442: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 2021-07-09 14:15:27.414487: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303) /home/cahya/miniconda3/envs/jax/lib/python3.8/site-packages/jax/lib/xla_bridge.py:382: UserWarning: jax.host_count has been renamed to jax.process_count. This alias will eventually be removed; please update your code. warnings.warn( /home/cahya/miniconda3/envs/jax/lib/python3.8/site-packages/jax/lib/xla_bridge.py:369: UserWarning: jax.host_id has been renamed to jax.process_index. This alias will eventually be removed; please update your code. warnings.warn( INFO:__main__:***** Running training ***** INFO:__main__: Num examples = 10000 INFO:__main__: Num Epochs = 20 INFO:__main__: Instantaneous batch size per device = 24 INFO:__main__: Total train batch size (w. parallel & distributed) = 192 INFO:__main__: Total optimization steps = 1040 Epoch ... (1/20): 0%| | 0/20 [00:00