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WARNING:torch.distributed.run:
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
WARNING:torch.distributed.run:
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
[2023-11-15 11:18:25,500] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,746] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,760] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,924] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,932] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,960] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,963] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,964] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,229] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,037] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,116] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,361] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,390] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,403] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,407] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:25,408] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-11-15 11:18:41,275] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,108] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,216] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,440] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,480] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,480] [INFO] [comm.py:668:init_distributed] Initializing TorchBackend in DeepSpeed with backend nccl
[2023-11-15 11:18:45,514] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,543] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,545] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,568] [INFO] [comm.py:637:init_distributed] cdb=None
it_distributed] cdb=None
[2023-11-15 11:18:45,326] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,373] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,381] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,392] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-11-15 11:18:45,420] [INFO] [comm.py:637:init_distributed] cdb=None
11/15/2023 11:18:47 - WARNING - __main__ - Process rank: 1, device: cuda:1, n_gpu: 1distributed training: True, 16-bits training: False
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
11/15/2023 11:18:47 - WARNING - __main__ - Process rank: 7, device: cuda:7, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:18:47 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1distributed training: True, 16-bits training: False
11/1/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
11/15/2023 11:18:47 - WARNING - __main__ - Process rank: 5, device: cuda:5, n_gpu: 1distributed training: True, 16-bits training: False
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
11/15/2023 11:18:47 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:18:47 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
auto_find_batch_size=False,
bf16=True,
bf16_full_eval=True,
data_seed=None,
dataloader_drop_last=False,
dataloader_num_workers=8,
dataloader_pin_memory=True,
ddp_bucket_cap_mb=None,
ddp_find_unused_parameters=None,
ddp_timeout=72000,
debug=[],
deepspeed=train/deepspeed_config_zero2.json,
disable_tqdm=False,
do_eval=False,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_delay=0,
eval_steps=None,
evaluation_strategy=no,
fp16=False,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
fsdp=[],
fsdp_config={'fsdp_min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False},
fsdp_min_num_params=0,
fsdp_transformer_layer_cls_to_wrap=None,
full_determinism=False,
gradient_accumulation_steps=1,
gradient_checkpointing=True,
greater_is_better=None,
group_by_length=False,
half_precision_backend=auto,
hub_model_id=None,
hub_private_repo=False,
hub_strategy=every_save,
hub_token=<HUB_TOKEN>,
ignore_data_skip=False,
include_inputs_for_metrics=False,
jit_mode_eval=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=2e-05,
length_column_name=length,
load_best_model_at_end=False,
local_rank=0,
log_level=passive,
log_level_replica=warning,
log_on_each_node=True,
logging_dir=/apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20/runs/Nov15_11-18-24_ts-cbba87c5e7504a249f5127103d9ce40f-worker-1,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=10,
logging_strategy=steps,
lr_scheduler_type=cosine,
max_grad_norm=1.0,
max_steps=-1,
metric_for_best_model=None,
mp_parameters=,
no_cuda=False,
num_train_epochs=3.0,
optim=adamw_hf,
optim_args=None,
output_dir=/apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=2,
per_device_train_batch_size=48,
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>,
ray_scope=last,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=/apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20,
save_on_each_node=False,
save_steps=500,
save_strategy=steps,
save_total_limit=2,
seed=34,
sharded_ddp=[],
skip_memory_metrics=True,
tf32=None,
torch_compile=False,
torch_compile_backend=None,
torch_compile_mode=None,
torchdynamo=None,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_ipex=False,
use_legacy_prediction_loop=False,
use_mps_device=False,
warmup_ratio=0.03,
warmup_steps=0,
weight_decay=0.0,
xpu_backend=None,
)
11/15/2023 11:18:47 - INFO - __main__ - Loading dataset from file: {'train': '/apdcephfs/share_733425/vinnylywang/jianhuipang/datasets/wmt23/wmt23-deen/train.catalpacagpt4.newstests17to20.10000.de2en.hf.json', 'validation': '/apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/test/WMT22/newstest22.de2en.hf.json'}
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in fav11/15/2023 11:18:47 - WARNING - __main__ - Process rank: 2, device: cuda:2, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:18:47 - WARNING - __main__ - Process rank: 5, device: cuda:5, n_gpu: 1distributed training: True, 16-bits training: False
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
11/15/2023 11:18:47 - WARNING - __main__ - Process rank: 4, device: cuda:4, n_gpu: 1distributed training: True, 16-bits training: False
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
11/15/2023 11:18:47 - WARNING - __main__ - Process rank: 6, device: cuda:6, n_gpu: 1distributed training: True, 16-bits training: False
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
Using custom data configuration default-b62333a3cd00a31b
11/15/2023 11:18:47 - INFO - datasets.builder - Using custom data configuration default-b62333a3cd00a31b
Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/packaged_modules/json
11/15/2023 11:18:47 - INFO - datasets.info - Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/packaged_modules/json
Overwrite dataset info from restored data version if exists.
11/15/2023 11:18:47 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96
11/15/2023 11:18:47 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96
Found cached dataset json (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96)
11/15/2023 11:18:47 - INFO - datasets.builder - Found cached dataset json (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96)
Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96
11/15/2023 11:18:47 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96
[INFO|configuration_utils.py:666] 2023-11-15 11:18:47,928 >> loading configuration file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/config.json
[INFO|configuration_utils.py:720] 2023-11-15 11:18:47,929 >> Model config LlamaConfig {
  "_name_or_path": "/apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "initializer_range": 0.02,
  "intermediate_size": 11008,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 32,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.28.0.dev0",
  "use_cache": true,
  "vocab_size": 32000
}

11/15/2023 11:18:47 - INFO - __main__ - Tokenizer_kwargs: {'cache_dir': None, 'use_fast': True, 'revision': 'main', 'use_auth_token': None}
[INFO|tokenization_utils_base.py:1801] 2023-11-15 11:18:47,936 >> loading file tokenizer.model
[INFO|tokenization_utils_base.py:1801] 2023-11-15 11:18:47,936 >> loading file added_tokens.json
[INFO|tokenization_utils_base.py:1801] 2023-11-15 11:18:47,936 >> loading file special_tokens_map.json
[INFO|tokenization_utils_base.py:1801] 2023-11-15 11:18:47,936 >> loading file tokenizer_config.json
11/15/2023 11:18:47 - INFO - __main__ - Loading checkpoints in dtype: None
[INFO|modeling_utils.py:2395] 2023-11-15 11:18:47,960 >> loading weights file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/pytorch_model.bin.index.json
[INFO|configuration_utils.py:575] 2023-11-15 11:18:47,961 >> Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.28.0.dev0"
}

ion_utils_base.py:1801] 2023-11-15 11:18:47,900 >> loading file tokenizer_config.json
11/15/2023 11:18:47 - INFO - __main__ - Loading checkpoints in dtype: None
[INFO|modeling_utils.py:2395] 2023-11-15 11:18:47,925 >> loading weights file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/pytorch_model.bin.index.json
[INFO|configuration_utils.py:575] 2023-11-15 11:18:47,928 >> Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.28.0.dev0"
}


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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,323 >> Using pad_token, but it is not set yet.
[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,327 >> Using pad_token, but it is not set yet.

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[INFO|modeling_utils.py:3029] 2023-11-15 11:19:35,344 >> All model checkpoint weights were used when initia
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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,469 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,699 >> Using pad_token, but it is not set yet.
ion_config.json
[INFO|configuration_utils.py:575] 2023-11-15 11:19:35,352 >> Generate config GenerationConfig {
  "bos_token_id": 1,
  "do_sample": true,
  "eos_token_id": 2,
  "max_length": 4096,
  "pad_token_id": 0,
  "temperature": 0.6,
  "top_p": 0.9,
  "transformers_version": "4.28.0.dev0"
}

[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,352 >> Using pad_token, but it is not set yet.
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:19:35,352 >> Assigning [PAD] to the pad_token key of the tokenizer
[INFO|tokenization_utils.py:426] 2023-11-15 11:19:35,352 >> Adding [PAD] to the vocabulary

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,369 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,524 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,707 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,743 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,770 >> Using pad_token, but it is not set yet.
lizing LlamaForCausalLM.

[INFO|modeling_utils.py:3037] 2023-11-15 11:19:35,760 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
[INFO|configuration_utils.py:535] 2023-11-15 11:19:35,767 >> loading configuration file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/generation_config.json
[INFO|configuration_utils.py:575] 2023-11-15 11:19:35,767 >> Generate config GenerationConfig {
  "bos_token_id": 1,
  "do_sample": true,
  "eos_token_id": 2,
  "max_length": 4096,
  "pad_token_id": 0,
  "temperature": 0.6,
  "top_p": 0.9,
  "transformers_version": "4.28.0.dev0"
}

[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:19:35,767 >> Using pad_token, but it is not set yet.
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:19:35,767 >> Assigning [PAD] to the pad_token key of the tokenizer
[INFO|tokenization_utils.py:426] 2023-11-15 11:19:35,768 >> Adding [PAD] to the vocabulary
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:19:38,365 >> Assigning </s> to the eos_token key of the tokenizer
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:19:38,366 >> Assigning <s> to the bos_token key of the tokenizer
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:19:38,366 >> Assigning <unk> to the unk_token key of the tokenizer
Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00000_of_00016.arro[INFO|tokenization_utils_base.py:907] 2023-11-15 11:19:38,760 >> Assigning </s> to the eos_token key of the tokenizer
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:19:38,760 >> Assigning <s> to the bos_token key of the tokenizer
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:19:38,760 >> Assigning <unk> to the unk_token key of the tokenizer
Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00000_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00000_of_00016.arrow
Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00001_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00001_of_00016.arrow
Process #2 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00002_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #2 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00002_of_00016.arrow
Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00003_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00003_of_00016.arrow
Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00004_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00004_of_00016.arrow
Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00005_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00005_of_00016.arrow
Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00006_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00006_of_00016.arrow
Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00007_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00007_of_00016.arrow
Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00008_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00008_of_00016.arrow
Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00009_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00009_of_00016.arrow
Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00010_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00010_of_00016.arrow
Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00011_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00011_of_00016.arrow
Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00012_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00012_of_00016.arrow
Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00013_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00013_of_00016.arrow
Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00014_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00014_of_00016.arrow
Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00015_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00015_of_00016.arrow
Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_*_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_*_of_00016.arrow
Concatenating 16 shards
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Concatenating 16 shards
Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00000_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00000_of_00016.arrow
Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00001_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00001_of_00016.arrow
Process #2 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00002_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #2 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00002_of_00016.arrow
Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00003_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00003_of_00016.arrow
Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00004_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00004_of_00016.arrow
Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00005_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00005_of_00016.arrow
Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00006_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00006_of_00016.arrow
Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00007_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00007_of_00016.arrow
Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00008_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00008_of_00016.arrow
Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00009_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00009_of_00016.arrow
Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00010_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00010_of_00016.arrow
Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00011_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00011_of_00016.arrow
Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00012_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00012_of_00016.arrow
Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00013_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00013_of_00016.arrow
Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00014_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00014_of_00016.arrow
Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00015_of_00016.arrow
11/15/2023 11:19:38 - INFO - datasets.arrow_dataset - Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00015_of_00016.arrow
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11/15/2023 11:19:47 - WARNING - __main__ - Process rank: 3, device: cuda:3, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:19:47 - WARNING - __main__ - Process rank: 7, device: cuda:7, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:19:47 - WARNING - __main__ - Process rank: 6, device: cuda:6, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:19:47 - WARNING - __main__ - Process rank: 5, device: cuda:5, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:19:47 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:19:47 - WARNING - __main__ - Process rank: 2, device: cuda:2, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:19:47 - WARNING - __main__ - Process rank: 1, device: cuda:1, n_gpu: 1distributed training: True, 16-bits training: False
11/15/2023 11:19:47 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
auto_find_batch_size=False,
bf16=True,
bf16_full_eval=True,
data_seed=None,
dataloader_drop_last=False,
dataloader_num_workers=8,
dataloader_pin_memory=True,
ddp_bucket_cap_mb=None,
ddp_find_unused_parameters=None,
ddp_timeout=72000,
debug=[],
deepspeed=train/deepspeed_config_zero2.json,
disable_tqdm=False,
do_eval=False,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_delay=0,
eval_steps=None,
evaluation_strategy=no,
fp16=False,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
fsdp=[],
fsdp_config={'fsdp_min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False},
fsdp_min_num_params=0,
fsdp_transformer_layer_cls_to_wrap=None,
full_determinism=False,
gradient_accumulation_steps=1,
gradient_checkpointing=True,
greater_is_better=None,
group_by_length=False,
half_precision_backend=auto,
hub_model_id=None,
hub_private_repo=False,
hub_strategy=every_save,
hub_token=<HUB_TOKEN>,
ignore_data_skip=False,
include_inputs_for_metrics=False,
jit_mode_eval=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=2e-05,
length_column_name=length,
load_best_model_at_end=False,
local_rank=0,
log_level=passive,
log_level_replica=warning,
log_on_each_node=True,
logging_dir=/apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20/runs/Nov15_11-18-23_ts-cbba87c5e7504a249f5127103d9ce40f-worker-0,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=10,
logging_strategy=steps,
lr_scheduler_type=cosine,
max_grad_norm=1.0,
max_steps=-1,
metric_for_best_model=None,
mp_parameters=,
no_cuda=False,
num_train_epochs=3.0,
optim=adamw_hf,
optim_args=None,
output_dir=/apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=2,
per_device_train_batch_size=48,
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>,
ray_scope=last,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=/apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20,
save_on_each_node=False,
save_steps=500,
save_strategy=steps,
save_total_limit=2,
seed=34,
sharded_ddp=[],
skip_memory_metrics=True,
tf32=None,
torch_compile=False,
torch_compile_backend=None,
torch_compile_mode=None,
torchdynamo=None,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_ipex=False,
use_legacy_prediction_loop=False,
use_mps_device=False,
warmup_ratio=0.03,
warmup_steps=0,
weight_decay=0.0,
xpu_backend=None,
)
11/15/2023 11:19:47 - INFO - __main__ - Loading dataset from file: {'train': '/apdcephfs/share_733425/vinnylywang/jianhuipang/datasets/wmt23/wmt23-deen/train.catalpacagpt4.newstests17to20.10000.de2en.hf.json', 'validation': '/apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/test/WMT22/newstest22.de2en.hf.json'}
11/15/2023 11:19:47 - WARNING - __main__ - Process rank: 4, device: cuda:4, n_gpu: 1distributed training: True, 16-bits training: False
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
You can remove this warning by passing 'token=None' instead.
  warnings.warn(
Using custom data configuration default-b62333a3cd00a31b
11/15/2023 11:19:48 - INFO - datasets.builder - Using custom data configuration default-b62333a3cd00a31b
Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/packaged_modules/json
11/15/2023 11:19:48 - INFO - datasets.info - Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/packaged_modules/json
Overwrite dataset info from restored data version if exists.
11/15/2023 11:19:48 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96
11/15/2023 11:19:48 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96
Found cached dataset json (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96)
11/15/2023 11:19:48 - INFO - datasets.builder - Found cached dataset json (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96)
Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96
11/15/2023 11:19:48 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96
[INFO|configuration_utils.py:666] 2023-11-15 11:19:48,466 >> loading configuration file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/config.json
[INFO|configuration_utils.py:720] 2023-11-15 11:19:48,467 >> Model config LlamaConfig {
  "_name_or_path": "/apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf",
  "architectures": [
    "LlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "initializer_range": 0.02,
  "intermediate_size": 11008,
  "max_position_embeddings": 4096,
  "model_type": "llama",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 32,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.28.0.dev0",
  "use_cache": true,
  "vocab_size": 32000
}

11/15/2023 11:19:48 - INFO - __main__ - Tokenizer_kwargs: {'cache_dir': None, 'use_fast': True, 'revision': 'main', 'use_auth_token': None}
[INFO|tokenization_utils_base.py:1801] 2023-11-15 11:19:48,477 >> loading file tokenizer.model
[INFO|tokenization_utils_base.py:1801] 2023-11-15 11:19:48,478 >> loading file added_tokens.json
[INFO|tokenization_utils_base.py:1801] 2023-11-15 11:19:48,478 >> loading file special_tokens_map.json
[INFO|tokenization_utils_base.py:1801] 2023-11-15 11:19:48,478 >> loading file tokenizer_config.json
11/15/2023 11:19:48 - INFO - __main__ - Loading checkpoints in dtype: None
[INFO|modeling_utils.py:2395] 2023-11-15 11:19:48,500 >> loading weights file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/pytorch_model.bin.index.json
[INFO|configuration_utils.py:575] 2023-11-15 11:19:48,501 >> Generate config GenerationConfig {
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.28.0.dev0"
}


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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:20:35,047 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:20:35,278 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:20:35,690 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:20:35,901 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:20:36,375 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:20:36,420 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:20:36,463 >> Using pad_token, but it is not set yet.

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[INFO|modeling_utils.py:3029] 2023-11-15 11:20:36,727 >> All model checkpoint weights were used when initializing LlamaForCausalLM.

[INFO|modeling_utils.py:3037] 2023-11-15 11:20:36,727 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
[INFO|configuration_utils.py:535] 2023-11-15 11:20:36,735 >> loading configuration file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/generation_config.json
[INFO|configuration_utils.py:575] 2023-11-15 11:20:36,735 >> Generate config GenerationConfig {
  "bos_token_id": 1,
  "do_sample": true,
  "eos_token_id": 2,
  "max_length": 4096,
  "pad_token_id": 0,
  "temperature": 0.6,
  "top_p": 0.9,
  "transformers_version": "4.28.0.dev0"
}

[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:20:36,735 >> Using pad_token, but it is not set yet.
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:20:36,735 >> Assigning [PAD] to the pad_token key of the tokenizer
[INFO|tokenization_utils.py:426] 2023-11-15 11:20:36,735 >> Adding [PAD] to the vocabulary
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ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:158760 [2] NCCL INFO NET/Plugin : No plugin found (libnccl-net.so), using internal implementation
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ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:159743 [2] NCCL INFO NET/IB : Using [0]mlx5_2:1/RoCE [RO]; OOB eth1:11.218.9.169<0>
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:159743 [2] NCCL INFO Using network IB
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158762:159744 [4] NCCL INFO NET/IB : Using [0]mlx5_2:1/RoCE [RO]; OOB eth1:11.218.9.169<0>
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158762:159744 [4] NCCL INFO Using network IB
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:20:39,743 >> Assigning </s> to the eos_token key of the tokenizer
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:20:39,743 >> Assigning <s> to the bos_token key of the tokenizer
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:20:39,743 >> Assigning <unk> to the unk_token key of the tokenizer
Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00000_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00000_of_00016.arrow
Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00001_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00001_of_00016.arrow
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11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #2 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00002_of_00016.arrow
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11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00003_of_00016.arrow
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11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00004_of_00016.arrow
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11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00005_of_00016.arrow
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11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00006_of_00016.arrow
Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00007_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00007_of_00016.arrow
Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00008_of_00016.arrow
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11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00009_of_00016.arrow
Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00010_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00010_of_00016.arrow
Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00011_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00011_of_00016.arrow
Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00012_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00012_of_00016.arrow
Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00013_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00013_of_00016.arrow
Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00014_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00014_of_00016.arrow
Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00015_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_00015_of_00016.arrow
Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_*_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-f4c7173992cfa371_*_of_00016.arrow
Concatenating 16 shards
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Concatenating 16 shards
Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00000_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00000_of_00016.arrow
Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00001_of_00016.arrow
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00001_of_00016.arrow
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Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_*_of_00016.arrow
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Concatenating 16 shards
11/15/2023 11:20:39 - INFO - datasets.arrow_dataset - Concatenating 16 shards
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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:21:32,552 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:21:32,740 >> Using pad_token, but it is not set yet.
[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:21:32,747 >> Using pad_token, but it is not set yet.

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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:21:32,920 >> Using pad_token, but it is not set yet.
[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:21:32,923 >> Using pad_token, but it is not set yet.

Loading checkpoint shards: 100%|██████████| 2/2 [01:06<00:00, 30.77s/it]
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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:21:32,953 >> Using pad_token, but it is not set yet.

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[INFO|modeling_utils.py:3029] 2023-11-15 11:21:32,959 >> All model checkpoint weights were used when initializing LlamaForCausalLM.

[INFO|modeling_utils.py:3037] 2023-11-15 11:21:32,960 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
[INFO|configuration_utils.py:535] 2023-11-15 11:21:32,967 >> loading configuration file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/generation_config.json
[INFO|configuration_utils.py:575] 2023-11-15 11:21:32,968 >> Generate config GenerationConfig {
  "bos_token_id": 1,
  "do_sample": true,
  "eos_token_id": 2,
  "max_length": 4096,
  "pad_token_id": 0,
  "temperature": 0.6,
  "top_p": 0.9,
  "transformers_version": "4.28.0.dev0"
}

[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:21:32,968 >> Using pad_token, but it is not set yet.
[INFO|tokenization_utils_base.py:907] 2023-11-15 11:21:32,968 >> Assigning [PAD] to the pad_token key of the tokenizer
[INFO|tokenization_utils.py:426] 2023-11-15 11:21:32,968 >> Adding [PAD] to the vocabulary

Loading checkpoint shards: 100%|██████████| 2/2 [01:06<00:00, 30.46s/it]
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[ERROR|tokenization_utils_base.py:1042] 2023-11-15 11:21:33,012 >> Using pad_token, but it is not set yet.
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ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161705 [3] NCCL INFO Setting affinity for GPU 3 to ffff,ffffffff,00000000,0000ffff,ffffffff
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161703 [2] NCCL INFO Trees [0] 3/18/-1->2->-1 [1] 3/-1/-1->2->10
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Channel 00/02 :    0   3  10  15  14  13  12   9   8  11  18  23  22  21  20  17  16  19  26  31
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Channel 01/02 :    0   3  10  15  14  13  12   9   8  11  18  23  22  21  20  17  16  19  26  31
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Trees [0] 1/-1/-1->0->7 [1] 1/-1/-1->0->7
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161705 [3] NCCL INFO Trees [0] 4/-1/-1->3->2 [1] 4/-1/-1->3->2
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160673:161707 [1] NCCL INFO Trees [0] -1/-1/-1->1->0 [1] -1/-1/-1->1->0
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO Trees [0] 0/-1/-1->7->6 [1] 0/-1/-1->7->6
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO Trees [0] 6/-1/-1->5->4 [1] 6/-1/-1->5->4
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO Trees [0] 7/-1/-1->6->5 [1] 7/-1/-1->6->5
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160676:161721 [4] NCCL INFO Trees [0] 5/-1/-1->4->3 [1] 5/-1/-1->4->3
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161703 [2] NCCL INFO Channel 00/0 : 2[4b000] -> 7[d0000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Channel 00/0 : 0[e000] -> 3[51000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160676:161721 [4] NCCL INFO Channel 00/0 : 4[93000] -> 1[13000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161703 [2] NCCL INFO Channel 01/0 : 2[4b000] -> 7[d0000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Channel 01/0 : 0[e000] -> 3[51000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160676:161721 [4] NCCL INFO Channel 01/0 : 4[93000] -> 1[13000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO Channel 00/0 : 5[99000] -> 4[93000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO Channel 00/0 : 6[cb000] -> 5[99000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO Channel 01/0 : 5[99000] -> 4[93000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO Channel 01/0 : 6[cb000] -> 5[99000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161705 [3] NCCL INFO NCCL_NET_GDR_READ set by environment to 1.
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO Channel 00/0 : 7[d0000] -> 6[cb000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160673:161707 [1] NCCL INFO Channel 00/0 : 1[13000] -> 0[e000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO Channel 01/0 : 7[d0000] -> 6[cb000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160673:161707 [1] NCCL INFO Channel 01/0 : 1[13000] -> 0[e000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO Connected all rings
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160676:161721 [4] NCCL INFO Connected all rings
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Connected all rings
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Channel 00/0 : 0[e000] -> 1[13000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160673:161707 [1] NCCL INFO Connected all rings
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Channel 01/0 : 0[e000] -> 1[13000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO Connected all rings
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO Connected all rings
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160676:161721 [4] NCCL INFO Channel 00/0 : 4[93000] -> 5[99000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160676:161721 [4] NCCL INFO Channel 01/0 : 4[93000] -> 5[99000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO Channel 00/0 : 6[cb000] -> 7[d0000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160673:161707 [1] NCCL INFO Connected all trees
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160673:161707 [1] NCCL INFO threadThresholds 8/8/64 | 256/8/64 | 512 | 512
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160673:161707 [1] NCCL INFO 2 coll channels, 2 p2p channels, 2 p2p channels per peer
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Channel 00/0 : 0[e000] -> 7[d0000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO Channel 00/0 : 5[99000] -> 6[cb000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO Channel 01/0 : 6[cb000] -> 7[d0000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Channel 01/0 : 0[e000] -> 7[d0000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO Channel 01/0 : 5[99000] -> 6[cb000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO Connected all trees
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO threadThresholds 8/8/64 | 256/8/64 | 512 | 512
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO 2 coll channels, 2 p2p channels, 2 p2p channels per peer
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO Connected all trees
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO threadThresholds 8/8/64 | 256/8/64 | 512 | 512
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO 2 coll channels, 2 p2p channels, 2 p2p channels per peer
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO Channel 00/0 : 7[d0000] -> 0[e000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO Channel 01/0 : 7[d0000] -> 0[e000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO Connected all trees
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO threadThresholds 8/8/64 | 256/8/64 | 512 | 512
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO 2 coll channels, 2 p2p channels, 2 p2p channels per peer
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO Connected all trees
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO threadThresholds 8/8/64 | 256/8/64 | 512 | 512
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO 2 coll channels, 2 p2p channels, 2 p2p channels per peer
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161705 [3] NCCL INFO Channel 00/0 : 3[51000] -> 10[4b000] [send] via NET/IB/0/GDRDMA
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161703 [2] NCCL INFO Channel 00/0 : 27[51000] -> 2[4b000] [receive] via NET/IB/0/GDRDMA
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160673:161707 [1] NCCL INFO NCCL_NET_GDR_READ set by environment to 1.
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO NCCL_NET_GDR_READ set by environment to 1.
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO NCCL_NET_GDR_READ set by environment to 1.
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO NCCL_NET_GDR_READ set by environment to 1.
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO NCCL_NET_GDR_READ set by environment to 1.
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161705 [3] NCCL INFO Channel 01/0 : 3[51000] -> 10[4b000] [send] via NET/IB/0/GDRDMA
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161703 [2] NCCL INFO Channel 01/0 : 27[51000] -> 2[4b000] [receive] via NET/IB/0/GDRDMA
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161927 [2] NCCL INFO NCCL_IB_GID_INDEX set by environment to 3.
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161927 [2] NCCL INFO NCCL_IB_SL set by environment to 3.
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161928 [3] NCCL INFO NCCL_IB_GID_INDEX set by environment to 3.
2c7a28b697434bc96/cache-b881e5580e9356fd_00000_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00000_of_00016.arrow
Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00001_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00001_of_00016.arrow
Process #2 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00002_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #2 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00002_of_00016.arrow
Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00003_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00003_of_00016.arrow
Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00004_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00004_of_00016.arrow
Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00005_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00005_of_00016.arrow
Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00006_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00006_of_00016.arrow
Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00007_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00007_of_00016.arrow
Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00008_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00008_of_00016.arrow
Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00009_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00009_of_00016.arrow
Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00010_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00010_of_00016.arrow
Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00011_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00011_of_00016.arrow
Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00012_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00012_of_00016.arrow
Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00013_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00013_of_00016.arrow
Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00014_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00014_of_00016.arrow
Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00015_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_00015_of_00016.arrow
Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_*_of_00016.arrow
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache/datasets/json/default-b62333a3cd00a31b/0.0.0/8bb11242116d547c741b2e8a1f18598ffdd40a1d4f2a2872c7a28b697434bc96/cache-b881e5580e9356fd_*_of_00016.arrow
Concatenating 16 shards
11/15/2023 11:21:36 - INFO - datasets.arrow_dataset - Concatenating 16 shards
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ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72674:73626 [2] NCCL INFO Channel 00/0 : 18[4b000] -> 19[51000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72675:73627 [3] NCCL INFO Channel 01/0 : 19[51000] -> 20[93000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72674:73626 [2] NCCL INFO Channel 01/0 : 18[4b000] -> 19[51000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72676:73635 [4] NCCL INFO Channel 00/0 : 20[93000] -> 19[51000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72674:73626 [2] NCCL INFO NCCL_NET_GDR_READ set by environment to 1.
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72676:73635 [4] NCCL INFO Channel 01/0 : 20[93000] -> 19[51000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72674:73626 [2] NCCL INFO Channel 00/0 : 18[4b000] -> 26[4b000] [send] via NET/IB/0/GDRDMA
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72675:73627 [3] NCCL INFO Channel 00/0 : 10[4b000] -> 19[51000] [receive] via NET/IB/0/GDRDMA
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72675:73748 [3] NCCL INFO NCCL_IB_SL set by environment to 3.
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72674:73626 [2] NCCL INFO Channel 00/0 : 2[4b000] -> 18[4b000] [receive] via NET/IB/0/GDRDMA
ts-cbba87c5e7504a249f5127103d9ce40f-workets-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:159743 [2] NCCL INFO Channel 01/0 : 26[4b0ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:159743 [2] NCCL INFO Channel 01/0 : 1ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:7267ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:159743 [2] NCCL INFO Channel 00/0 : 19ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72675:ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:159743 [2] NCCL INFO Channel 01/0 : 10[4b000] -> 2[4b000] [send] via NET/IB/0/GDRDMA
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158761:159812 [3] NCCL INFO NCCL_IB_SL set by environment to 3.
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158761:159749 [3] NCCL INFO Channel 00/0 : 11[51000] -> 10[4b000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158761:159749 [3] NCCLts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161703 [2] NCCL INFO Connected all trees
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161703 [2] NCCL INFO threadThresholds 8/8/64 | 256/8/64 | 512 | 512
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161703 [2] NCCL INFO 2 coll channels, 2 p2p channels, 2 p2p channels per peer
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161705 [3] NCCL INFO Connected all trees
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161705 [3] NCCL INFO threadThresholds 8/8/64 | 256/8/64 | 512 | 512
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161705 [3] NCCL INFO 2 coll channels, 2 p2p channels, 2 p2p channels per peer
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160674:161703 [2] NCCL INFO comm 0x475d0a20 rank 2 nranks 32 cudaDev 2 busId 4b000 - Init COMPLETE
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160675:161705 [3] NCCL INFO comm 0x47d6f970 rank 3 nranks 32 cudaDev 3 busId 51000 - Init COMPLETE
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160673:161707 [1] NCCL INFO comm 0x482f1da0 rank 1 nranks 32 cudaDev 1 busId 13000 - Init COMPLETE
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160672:161702 [0] NCCL INFO comm 0x464ae680 rank 0 nranks 32 cudaDev 0 busId e000 - Init COMPLETE
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160677:161706 [5] NCCL INFO comm 0x462adff0 rank 5 nranks 32 cudaDev 5 busId 99000 - Init COMPLETE
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160678:161719 [6] NCCL INFO comm 0x48056350 rank 6 nranks 32 cudaDev 6 busId cb000 - Init COMPLETE
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160679:161708 [7] NCCL INFO comm 0x494f4ae0 rank 7 nranks 32 cudaDev 7 busId d0000 - Init COMPLETE
ts-cbba87c5e7504a249f5127103d9ce40f-launcher:160676:161721 [4] NCCL INFO comm 0x47bc26e0 rank 4 nranks 32 cudaDev 4 busId 93000 - Init COMPLETE
11/15/2023 11:21:41 - INFO -11/15/2023 11:21:41 - INFO - __main__ - xxx: Showcase the {'input_ids': [1, 13866, 338{'input_ids': [1, 13866, 338, 385, 15278, 393, 16612, 263, 3414, 29892, 3300, 2859, 411, 385, 1881, 393, 8128, 4340, 3030, 29889, 14350, 263, 2933, 393, 7128, 2486, 1614, 2167, 278, 2009, 29889, 13, 13, 2277, 29937, 2799, 4080, 29901, 13, 29902, 29915, 29881, 11188, 372, 565, 366, 1033, 2198, 278, 4223, 13962, 363, 1438, 25260, 29889, 13, 13, 2277, 29937, 10567, 29901, 13, 29906, 29947, 29899, 20460, 4087, 25911, 297, 3087, 8970, 23809, 2025, 1622, 21831, 9784, 13, 13, 2277, 29937, 13291, 29901, 29906, 29947, 29899, 12883, 29899, 21648, 6561, 29888, 7460, 16992, 472, 3087, 8970, 23809, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': [-100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, 29906, 29947, 29899, 12883, 29899, 21648, 6561, 29888, 7460, 16992, 472, 3087, 8970, 23809, 2]}
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[2023-11-15 11:21:42,470] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed info: version=0.11.1, git-hash=unknown, git-branch=unknown
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[INFO|trainer.py:606] 2023-11-15 11:21:42,437 >> Using cuda_amp half precision backend
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[INFO|trainer.py:606] 2023-11-15 11:21:42,493 >> Using cuda_amp half precision backend
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ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158759:159864 [1] NCCL INFO Trees [0] -1/-1/-1->9->8 [1] -1/-1/-1->9->8
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158762:159862 [4] NCCL INFO Trees [0] 13/-1/-1->12->11 [1] 13/-1/-1->12->11
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158765:159859 [7] NCCL INFO Trees [0] 8/-1/-1->15->14 [1] 8/-1/-1->15->14
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158761:159861 [3] NCCL INFO Trees [0] 12/-1/-1->11->10 [1] 12/18/-1->11->10
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:159863 [2] NCCL INFO Trees [0] 11/-1/-1->10->19 [1] 11/2/-1->10->26
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158762:159862 [4] NCCL INFO Channel 00/0 : 12[93000] -> 9[13000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158758:159858 [0] NCCL INFO Channel 00/0 : 8[e000] -> 11[51000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:159863 [2] NCCL INFO Channel 00/0 ts-cbba87c5e7504a249f5127103d9ce40f-workerts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158762:159862 [4] NCCL INFO Channel 01/ts-cbba87c5e7504a249f5127103d9ce40f-worker-ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158758:159858 [0] NCCL INFO Channel 01/0 : 8[e000] -> 11[51000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158760:159863 [2] NCCL INFO Channel 0ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:7ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158763:159857 [5] NCCL INFO Channelts-cbba87c5e7504a249f5127103d9ce40f-worker-1:726ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158764:159860 [6] NCCL INFO Channts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72678ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158764:159860 [6] NCCL INFO Chats-cbba87c5e7504a249f5127103d9ce40f-worker-1:72677:7ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158763:159857 [5] NCCL INFO Cts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72673:737ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158759:159864 [1] NCCL INFO Channel 00/0 : 9[13000] -> 8[e000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-0:158765:159859 [7] NCCL INFOts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72673:73780 [1] NCCL INFO Channel 01/0 : 17[13000] -> 16[e000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72679:73786 [7] NCCL INFO Channel 01/0 : 23[d0000] -> 22[cb000] via P2P/IPC/read
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72676:73781 [ts-cbba87c5e7504a249f5127103d9ce4ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72679:73786 [7]ts-cbba87c5e7504a249f5127103d9cts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72672:73783 [0] NCCL INFO Connected all rings
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ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72673:73780 [1] NCCL INFO Connected all rings
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ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72677:73784 [5] NCCL INFO Connected all rings
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ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72677:73784 [5] NCCL INFO Channel 01/0 : 21[99000] -> 22[cb000] via P2P/IPC/read
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Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
Detected CUDA files, patching ldflags
Emitting ninja build file /root/.cache/torch_extensions/py38_cu117/cpu_adam/build.ninja...
Building extension module cpu_adam...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
ninja: no work to do.
Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
Loading extension module cpu_adam...
Time to load cpu_adam op: 1.0798652172088623 seconds
Loading extension module cpu_adam...
Time to load cpu_adam op: 0.9681258201599121 seconds
Loading extension module cpu_adam...
Time to load cpu_adam op: 1.1238970756530762 seconds
Loading extension module cpu_adam...
Time to load cpu_adam op: 0.8728253841400146 seconds
Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
Detected CUDA files, patching ldflags
Emitting ninja build file /root/.cache/torch_extensions/py38_cu117/cpu_adam/build.ninja...
Building extension module cpu_adam...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
ninja: no work to do.
Loading extension module cpu_adam...
Time to load cpu_adam op: 1.1005303859710693 seconds
Loading extension module cpu_adam...
Time to load cpu_adam op: 1.0993423461914062 seconds
Loading extension module cpu_adam...
Time to load cpu_adam op: 1.152484655380249 seconds
Loading extension module cpu_adam...
Time to load cpu_adam op: 1.1483979225158691 seconds
Adam Optimizer #0 is created with AVX2 arithmetic capability.
Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.000000, adam_w=1
OBS=N)
Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
Using /root/.cache/torch_extensionsLoading extension module cpu_adam...
Time ninja: no workAdam Optimizer #0 is created with AVX2 arithmetic capability.
Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.000000, adam_w=1
[2023-11-15 11:22:02,804] [INFO] [logging.py:96:log_dist] [Rank 0] Using DeepSpeed Optimizer param name adam as basic optimizer
[2023-11-15 11:22:02,804] [INFO] [logging.py:96:log_dist] [Rank 0] Removing param_group that has no 'params' in the basic Optimizer
[2023-11-15 11:22:02,823] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Basic Optimizer = DeepSpeedCPUAdam
[2023-11-15 11:22:02,823] [INFO] [utils.py:56:is_zero_supported_optimizer] Checking ZeRO support for optimizer=DeepSpAdam Optimizer #0 is created with AVX2 arithmetic capability.
Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.000000, adam_w=1
 torch.bfloat16 ZeRO stage 2 optimizer
[2023-11-15 11:22:02,823] [INFO] [stage_1_and_2.py:146:__init__] Reduce bucket size 200000000
[2023-11-15 11:22:02,823] [INFO] [stage_1_and_2.py:147:__init__] Allgather bucket size 200000000
[2023-11-15 11:22:02,823] [INFO] [stage_1_and_2.py:148:__init__] CPU Offload: True
[2023-11-15 11:22:02,824] [INFO] [stage_1_and_2.py:149:__init__] Round robin gradient partitioning: False
[INFO|trainer.py:1755] 2023-11-15 11:22:19,884 >> ***** Running training *****
[INFO|trainer.py:1756] 2023-11-15 11:22:19,884 >>   Num examples = 64204
[INFO|trainer.py:1757] 2023-11-15 11:22:19,884 >>   Num Epochs = 3
[INFO|trainer.py:1758] 2023-11-15 11:22:19,884 >>   Instantaneous batch size per device = 48
[INFO|trainer.py:1759] 2023-11-15 11:22:19,884 >>   Total train batch size (w. parallel, distributed & accumulation) = 1536
[INFO|trainer.py:1760] 2023-11-15 11:22:19,884 >>   Gradient Accumulation steps = 1
[INFO|trainer.py:1761] 2023-11-15 11:22:19,884 >>   [WARNING|logging.py:295] 2023-11-15 11:22:19,920 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295][WARNING|logging.py:295] 2023-11-15 11:22:20,117 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295] 2023-11-15 11:22:20,549 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295] 2023-11-15 11:22:20,567 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295] 2023-11-15 11:22:20,686 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295] 2023-11-15 11:22:21,779 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295] 2023-11-15 11:22:21,789 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295] 2023-11-15 11:22:21,816 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295] 2023-11-15 11:22:21,863 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
 CA 12.83 GB         Max_CA 13 GB 
[2023-11-15 11:22:20,210] [INFO] [utils.py:810:see_memory_usage] CPU Virtual Memory:  used = 78.59 GB, percent = 7.8%
[2023-11-15 11:22:20,210] [INFO] [stage_1_and_2.py:513:__init__] optimizer state initialized
[WARNING|logging.py:295] 2023-11-15 11:22:20,216 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[2023-11-15 11:22:20,316] [INFO] [utils.py:802:see_memory_usage] After initializing ZeRO optimizer
[2023-11-15 11:22:20,317] [INFO] [utils.py:803:see_memory_usage] MA 12.83 GB         Max_MA 12.83 GB         CA 12.83 GB         Max_CA 13 GB 
[2023-11-15 11:22:20,317] [INFO] [utils.py:810:see_memory_usage] CPU Virtual Memory:  used = 78.63 GB, percent = 7.8%
[2023-11-15 11:22:20,318] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Final Optimizer = adam
[2023-11-15 11:22:20,318] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed using client callable to create LR scheduler
[2023-11-15 11:22:20,318] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed LR Scheduler = <torch.optim.lr_scheduler.LambdaLR object at 0x7f490cb15b50>
[2023-11-15 11:22:20,319] [INFO] [logging.py:96:log_dist] [Rank 0] step=0, skipped=0, lr=[0.0], mom=[[0.9, 0.999]]
[2023-11-15 11:22:20,320] [INFO] [config.py:968:print] DeepSpeedEngine configuration:
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   activation_checkpointing_config  {
    "partition_activations": false, 
    "contiguous_memory_optimization": false, 
    "cpu_checkpointing": false, 
    "number_checkpoints": null, 
    "synchronize_checkpoint_boundary": false, 
    "profile": false
}
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'thread_count': 1, 'single_submit': False, 'overlap_events': True}
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   amp_enabled .................. False
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   amp_params ................... False
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   autotuning_config ............ {
    "enabled": false, 
    "start_step": null, 
    "end_step": null, 
    "metric_path": null, 
    "arg_mappings": null, 
    "metric": "throughput", 
    "model_info": null, 
    "results_dir": "autotuning_results", 
    "exps_dir": "autotuning_exps", 
    "overwrite": true, 
    "fast": true, 
    "start_profile_step": 3, 
    "end_profile_step": 5, 
    "tuner_type": "gridsearch", 
    "tuner_early_stopping": 5, 
    "tuner_num_trials": 50, 
    "model_info_path": null, 
    "mp_size": 1, 
    "max_train_batch_size": null, 
    "min_train_batch_size": 1, 
    "max_train_micro_batch_size_per_gpu": 1.024000e+03, 
    "min_train_micro_batch_size_per_gpu": 1, 
    "num_tuning_micro_batch_sizes": 3
}
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   bfloat16_enabled ............. True
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   checkpoint_parallel_write_pipeline  False
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   checkpoint_tag_validation_enabled  True
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   checkpoint_tag_validation_fail  False
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   comms_config ................. <deepspeed.comm.config.DeepSpeedCommsConfig object at 0x7f490cb15ac0>
[2023-11-15 11:22:20,320] [INFO] [config.py:972:print]   communication_data_type ...... None
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   compression_config ........... {'weight_quantization': {'shared_parameters': {'enabled': False, 'quantizer_kernel': False, 'schedule_offset': 0, 'quantize_groups': 1, 'quantize_verbose': False, 'quantization_type': 'symmetric', 'quantize_weight_in_forward': False, 'rounding': 'nearest', 'fp16_mixed_quantize': False, 'quantize_change_ratio': 0.001}, 'different_groups': {}}, 'activation_quantization': {'shared_parameters': {'enabled': False, 'quantization_type': 'symmetric', 'range_calibration': 'dynamic', 'schedule_offset': 1000}, 'different_groups': {}}, 'sparse_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'row_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'head_pruning': {'shared_parameters': {'enabled': False, 'method': 'topk', 'schedule_offset': 1000}, 'different_groups': {}}, 'channel_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'layer_reduction': {'enabled': False}}
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   curriculum_enabled_legacy .... False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   curriculum_params_legacy ..... False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   data_efficiency_config ....... {'enabled': False, 'seed': 1234, 'data_sampling': {'enabled': False, 'num_epochs': 1000, 'num_workers': 0, 'curriculum_learning': {'enabled': False}}, 'data_routing': {'enabled': False, 'random_ltd': {'enabled': False, 'layer_token_lr_schedule': {'enabled': False}}}}
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   data_efficiency_enabled ...... False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   dataloader_drop_last ......... False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   disable_allgather ............ False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   dump_state ................... False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   dynamic_loss_scale_args ...... None
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   eigenvalue_enabled ........... False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   eigenvalue_gas_boundary_resolution  1
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   eigenvalue_layer_name ........ bert.encoder.layer
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   eigenvalue_layer_num ......... 0
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   eigenvalue_max_iter .......... 100
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   eigenvalue_stability ......... 1e-06
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   eigenvalue_tol ............... 0.01
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   eigenvalue_verbose ........... False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   elasticity_enabled ........... False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   flops_profiler_config ........ {
    "enabled": false, 
    "recompute_fwd_factor": 0.0, 
    "profile_step": 1, 
    "module_depth": -1, 
    "top_modules": 1, 
    "detailed": true, 
    "output_file": null
}
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   fp16_auto_cast ............... None
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   fp16_enabled ................. False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   fp16_master_weights_and_gradients  False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   global_rank .................. 0
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   grad_accum_dtype ............. None
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   gradient_accumulation_steps .. 1
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   gradient_clipping ............ 1.0
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   gradient_predivide_factor .... 1.0
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   hybrid_engine ................ enabled=False max_out_tokens=512 inference_tp_size=1 release_inference_cache=False pin_parameters=True tp_gather_partition_size=8
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   initial_dynamic_scale ........ 1
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   load_universal_checkpoint .... False
[2023-11-15 11:22:20,321] [INFO] [config.py:972:print]   loss_scale ................... 1.0
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   memory_breakdown ............. False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   mics_hierarchial_params_gather  False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   mics_shard_size .............. -1
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   monitor_config ............... tensorboard=TensorBoardConfig(enabled=False, output_path='', job_name='DeepSpeedJobName') wandb=WandbConfig(enabled=False, group=None, team=None, project='deepspeed') csv_monitor=CSVConfig(enabled=False, output_path='', job_name='DeepSpeedJobName') enabled=False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   nebula_config ................ {
    "enabled": false, 
    "persistent_storage_path": null, 
    "persistent_time_interval": 100, 
    "num_of_version_in_retention": 2, 
    "enable_nebula_load": true, 
    "load_path": null
}
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   optimizer_legacy_fusion ...... False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   optimizer_name ............... adam
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   optimizer_params ............. {'lr': 2e-05, 'betas': [0.9, 0.999], 'eps': 1e-08, 'weight_decay': 0.0}
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   pipeline ..................... {'stages': 'auto', 'partition': 'best', 'seed_layers': False, 'activation_checkpoint_interval': 0}
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   pld_enabled .................. False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   pld_params ................... False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   prescale_gradients ........... False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   scheduler_name ............... None
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   scheduler_params ............. None
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   sparse_attention ............. None
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   sparse_gradients_enabled ..... False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   steps_per_print .............. 1000
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   train_batch_size ............. 1536
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   train_micro_batch_size_per_gpu  48
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   use_node_local_storage ....... False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   wall_clock_breakdown ......... False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   weight_quantization_config ... None
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   world_size ................... 32
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   zero_allow_untested_optimizer  False
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   zero_config .................. stage=2 contiguous_gradients=True reduce_scatter=True reduce_bucket_size=200000000 allgather_partitions=True allgather_bucket_size=200000000 overlap_comm=True load_from_fp32_weights=True elastic_checkpoint=False offload_param=None offload_optimizer=DeepSpeedZeroOffloadOptimizerConfig(device='cpu', nvme_path=None, buffer_count=4, pin_memory=True, pipeline=False, pipeline_read=False, pipeline_write=False, fast_init=False) sub_group_size=1,000,000,000 cpu_offload_param=None cpu_offload_use_pin_memory=None cpu_offload=None prefetch_bucket_size=50,000,000 param_persistence_threshold=100,000 model_persistence_threshold=sys.maxsize max_live_parameters=1,000,000,000 max_reuse_distance=1,000,000,000 gather_16bit_weights_on_model_save=False stage3_gather_fp16_weights_on_model_save=False ignore_unused_parameters=True legacy_stage1=False round_robin_gradients=False zero_hpz_partition_size=1 zero_quantized_weights=False zero_quantized_nontrainable_weights=False zero_quantized_gradients=False mics_shard_size=-1 mics_hierarchical_params_gather=False memory_efficient_linear=True pipeline_loading_checkpoint=False override_module_apply=True
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   zero_enabled ................. True
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   zero_force_ds_cpu_optimizer .. True
[2023-11-15 11:22:20,322] [INFO] [config.py:972:print]   zero_optimization_stage ...... 2
[2023-11-15 11:22:20,323] [INFO] [config.py:958:print_user_config]   json = {
    "optimizer": {
        "type": "Adam", 
        "params": {
            "lr": 2e-05, 
            "betas": [0.9, 0.999], 
            "eps": 1e-08, 
            "weight_decay": 0.0
        }
    }, 
    "bf16": {
        "enabled": true
    }, 
    "fp16": {
        "enabled": false, 
        "loss_scale": 0, 
        "loss_scale_window": 1000, 
        "initial_scale_power": 16, 
        "hysteresis": 2, 
        "min_loss_scale": 1
    }, 
    "zero_optimization": {
        "stage": 2, 
        "offload_optimizer": {
            "device": "cpu", 
            "pin_memory": true
        }, 
        "allgather_partitions": true, 
        "allgather_bucket_size": 2.000000e+08, 
        "overlap_comm": true, 
        "reduce_scatter": true, 
        "reduce_bucket_size": 2.000000e+08, 
        "contiguous_gradients": true
    }, 
    "gradient_accumulation_steps": 1, 
    "gradient_clipping": 1.0, 
    "steps_per_print": 1000, 
    "train_batch_size": 1.536000e+03, 
    "train_micro_batch_size_per_gpu": 48, 
    "wall_clock_breakdown": false
}
[INFO|trainer.py:1755] 2023-11-15 11:22:20,324 >> ***** Running training *****
[INFO|trainer.py:1756] 2023-11-15 11:22:20,324 >>   Num examples = 64204
[INFO|trainer.py:1757] 2023-11-15 11:22:20,324 >>   Num Epochs = 3
[INFO|trainer.py:1758] 2023-11-15 11:22:20,324 >>   Instantaneous batch size per device = 48
[INFO|trainer.py:1759] 2023-11-15 11:22:20,324 >>   Total train batch size (w. parallel, distributed & accumulation) = 1536
[INFO|trainer.py:1760] 2023-11-15 11:22:20,324 >>   Gradient Accumulation steps = 1
[INFO|trainer.py:1761] 2023-11-15 11:22:20,324 >>   Total optimization steps = 126
[INFO|trainer.py:1762] 2023-11-15 11:22:20,325 >>   Number of trainable parameters = 6738423808

  0%|          | 0/126 [00:00<?, ?it/s][WARNING|logging.py:295] 2023-11-15 11:22:20,623 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295] 2023-11-15 11:22:20,701 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
[WARNING|logging.py:295] 2023-11-15 11:22:20,971 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...

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{'loss': 0.9998, 'learning_rate': 1.9880878960910772e-05, 'epoch': 0.24}

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{'loss': 0.909, 'learning_rate': 1.916316904487005e-05, 'epoch': 0.48}

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{'loss': 0.8932, 'learning_rate': 1.7841198065767107e-05, 'epoch': 0.71}

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{'loss': 0.8899, 'learning_rate': 1.6002142805483686e-05, 'epoch': 0.95}

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{'loss': 0.8681, 'learning_rate': 1.3767278936351853e-05, 'epoch': 1.19}

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{'loss': 0.866, 'learning_rate': 1.1283983551465512e-05, 'epoch': 1.43}

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{'loss': 0.8606, 'learning_rate': 8.71601644853449e-06, 'epoch': 1.67}

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{'loss': 0.8603, 'learning_rate': 6.232721063648148e-06, 'epoch': 1.9}

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{'loss': 0.8592, 'learning_rate': 3.997857194516321e-06, 'epoch': 2.14}

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{'loss': 0.8497, 'learning_rate': 2.158801934232897e-06, 'epoch': 2.38}

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{'loss': 0.8514, 'learning_rate': 8.368309551299536e-07, 'epoch': 2.62}

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{'loss': 0.8521, 'learning_rate': 1.1912103908922945e-07, 'epoch': 2.86}

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100%|██████████| 126/126 [32:56<00:00, 14.98s/it][INFO|trainer.py:2025] 2023-11-15 11:55:15,490 >> 

Training completed. Do not forget to share your model on huggingface.co/models =)



                                                 
{'train_runtime': 1975.1648, 'train_samples_per_second': 97.517, 'train_steps_per_second': 0.064, 'train_loss': 0.877318367125496, 'epoch': 3.0}

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ts-cbba87c5e7504a249f5127103d9ce40f-worker-2:139480:140531 [5] NCCL INFO [Service thread] Connection closed by localRank 5
ts-cbba87c5e7504a249f5127103d9ce40f-worker-2:139477:140537 [2] NCCL INFO [Service thread] Connection closed by localRank 5
ts-cbba87c5e7504a249f5127103d9ce40f-worker-2:139480:139480 [5] NCCL INFO comm 0x4648e800 rank 29 nranks 32 cudaDev 5 busId 99000 - Abort COMPLETE
ts-cbba87c5e7504a249f5127103d9ce40f-worker-2:139476:140534 [1] NCCL INFO [Service thread] Connection closed by localRank 1
ts-cbba87c5e7504a249f5127103d9ce40f-worker-2:139477:140537 [2] NCCL INFO [Service thread] Connection closed by localRank 1
ts-cbba87c5e7504a249f5127103d9ce40f-worker-2:139477:140537 [2] NCCL INFO [Service thread] Connection closed by localRank 4
ts-cbba87c5ets-cbba87c5e7504a249f5127103d9ce40f-worker-1:72674:73746 [2] NCCL INFO [Service thread] Connection closed by localRank 6
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72678:73747 [6] NCCL INFO [Service thread] Connection closed by localRank 6
ts-cbba87c5e7504a249f5127103d9ce40f-worker-1:72678:72678 [6] NCCL INFO comm 0x48b89f70 rank 22 nranks 32 cudaDev 6 busId cb000 - Abort COMPLETE
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[INFO|modeling_utils.py:1767] 2023-11-15 11:55:57,973 >> The model is bigger than the maximum size per checkpoint (10GB) and is going to be split in 2 checkpoint shards. You can find where each parameters has been saved in the index located at /apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20/pytorch_model.bin.index.json.
[INFO|tokenization_utils_base.py:2164] 2023-11-15 11:55:57,978 >> tokenizer config file saved in /apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20/tokenizer_config.json
[INFO|tokenization_utils_base.py:2171] 2023-11-15 11:55:57,981 >> Special tokens file saved in /apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20/special_tokens_map.json
[INFO|tokenization_utils_base.py:2221] 2023-11-15 11:55:57,984 >> added tokens file saved in /apdcephfs/share_733425/vinnylywang/jianhuipang/LLMs4MT/model/newptmodel-llms4mt-de2en-32a100/llama2-sfton-10000-bitexts-and-alpacagpt4-and-newstests17to20/added_tokens.json
***** train metrics *****
  epoch                    =        3.0
  train_loss               =     0.8773
  train_runtime            = 0:32:55.16
  train_samples            =      64204
  train_samples_per_second =     97.517
  train_steps_per_second   =      0.064
[INFO|modelcard.py:451] 2023-11-15 11:55:58,020 >> Dropping the following result as it does not have all the necessary fields:
{'task': {'name': 'Causal Language Modeling', 'type': 'text-generation'}}
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