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	========================
	START TIME: Wed Jul 3 21:10:37 UTC 2024
	python3 version = Python 3.10.14
	========================
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	M examples/config_tiny_llama.py
	M examples/config_tiny_llama.yaml
	M examples/train_tiny_llama.sh
	M src/nanotron/models/llama.py
	M src/nanotron/trainer.py
	Your branch is up to date with 'origin/bench_cluster'.
	Job status: RUNNING
	W0703 21:10:41.413000 140261209802560 torch/distributed/run.py:757]
	W0703 21:10:41.413000 140261209802560 torch/distributed/run.py:757] *****************************************
	W0703 21:10:41.413000 140261209802560 torch/distributed/run.py:757] 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.
	W0703 21:10:41.413000 140261209802560 torch/distributed/run.py:757] *****************************************
	[default0]:07/03/2024 21:11:02 [WARNING\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: [Vocab Size Padding] Padded vocab (size: 50257) with 3 dummy tokens (new size: 50260)
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Config:
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Config(general=GeneralArgs(project='bench_cluster',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: run='%date_%jobid',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: seed=42,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: step=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: consumed_train_samples=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: benchmark_csv_path=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: ignore_sanity_checks=True),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: parallelism=ParallelismArgs(dp=1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: pp=2,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: tp=4,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: pp_engine=<nanotron.parallel.pipeline_parallel.engine.OneForwardOneBackwardPipelineEngine object at 0x7fa274b7c940>,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: tp_mode=<TensorParallelLinearMode.REDUCE_SCATTER: 2>,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: tp_linear_async_communication=False,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: expert_parallel_size=1),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: model=ModelArgs(model_config=LlamaConfig(bos_token_id=1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: eos_token_id=2,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: hidden_act='silu',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: hidden_size=2048,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: initializer_range=0.02,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: intermediate_size=4096,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: is_llama_config=True,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: max_position_embeddings=4096,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: num_attention_heads=32,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: num_hidden_layers=24,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: num_key_value_heads=32,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: pad_token_id=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: pretraining_tp=1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: rms_norm_eps=1e-05,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: rope_scaling=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: rope_theta=10000.0,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: tie_word_embeddings=True,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: use_cache=True,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: vocab_size=50260),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: init_method=RandomInit(std=0.025),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: dtype=torch.bfloat16,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: make_vocab_size_divisible_by=1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: ddp_bucket_cap_mb=25),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: tokenizer=TokenizerArgs(tokenizer_name_or_path='openai-community/gpt2',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: tokenizer_revision=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: tokenizer_max_length=None),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: checkpoints=CheckpointsArgs(checkpoints_path=Path('/dev/null'),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: checkpoint_interval=100000,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: save_initial_state=False,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: resume_checkpoint_path=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: checkpoints_path_is_shared_file_system=False),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: logging=LoggingArgs(log_level='info',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: log_level_replica='info',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: iteration_step_info_interval=1),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: tokens=TokensArgs(sequence_length=4096,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: train_steps=20,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: micro_batch_size=8,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: batch_accumulation_per_replica=128,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: val_check_interval=-1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: limit_val_batches=0,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: limit_test_batches=0),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: optimizer=OptimizerArgs(optimizer_factory=AdamWOptimizerArgs(adam_eps=1e-08,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: adam_beta1=0.9,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: adam_beta2=0.95,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: torch_adam_is_fused=True,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: name='adamW'),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: zero_stage=1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: weight_decay=0.01,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: clip_grad=1.0,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: accumulate_grad_in_fp32=True,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: learning_rate_scheduler=LRSchedulerArgs(learning_rate=0.0001,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: lr_warmup_steps=1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: lr_warmup_style='linear',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: lr_decay_style='linear',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: lr_decay_steps=19,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: lr_decay_starting_step=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: min_decay_lr=1e-05)),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: data_stages=[DatasetStageArgs(name='Training Stage',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: start_training_step=1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: data=DataArgs(dataset=PretrainDatasetsArgs(hf_dataset_or_datasets='roneneldan/TinyStories',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: hf_dataset_splits='train',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: hf_dataset_config_name=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: dataset_processing_num_proc_per_process=64,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: dataset_overwrite_cache=False,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: text_column_name='text'),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: seed=42,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: num_loading_workers=0))],
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: profiler=ProfilerArgs(profiler_export_path=Path('/fsx/ferdinandmom/ferdinand-hf/bench_cluster/results/llama-1B/8_GPUS/dp-1_tp-4_pp-2_mbz-8')),
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: lighteval=None)
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Model Config:
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: LlamaConfig(bos_token_id=1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: eos_token_id=2,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: hidden_act='silu',
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: hidden_size=2048,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: initializer_range=0.02,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: intermediate_size=4096,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: is_llama_config=True,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: max_position_embeddings=4096,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: num_attention_heads=32,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: num_hidden_layers=24,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: num_key_value_heads=32,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: pad_token_id=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: pretraining_tp=1,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: rms_norm_eps=1e-05,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: rope_scaling=None,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: rope_theta=10000.0,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: tie_word_embeddings=True,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: use_cache=True,
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: vocab_size=50260)
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Building model..
	[default0]:07/03/2024 21:11:02 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Setting PP block ranks...
	[default6]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=2\|ip-26-0-164-207]: Local number of parameters: 131M (249.16MiB)
	[default6]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=2\|ip-26-0-164-207]: [After model building] Memory usage: 260.10MiB. Peak allocated: 262.13MiB Peak reserved: 264.00MiB
	[default6]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=2\|ip-26-0-164-207]: No checkpoint path provided.
	[default4]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: Local number of parameters: 131M (249.16MiB)
	[default4]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: [After model building] Memory usage: 260.10MiB. Peak allocated: 262.13MiB Peak reserved: 264.00MiB
	[default4]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: No checkpoint path provided.
	[default3]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=3\|ip-26-0-164-207]: Local number of parameters: 173M (329.19MiB)
	[default3]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=3\|ip-26-0-164-207]: [After model building] Memory usage: 344.13MiB. Peak allocated: 346.16MiB Peak reserved: 348.00MiB
	[default3]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=3\|ip-26-0-164-207]: No checkpoint path provided.
	[default5]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=1\|ip-26-0-164-207]: Local number of parameters: 131M (249.16MiB)
	[default5]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=1\|ip-26-0-164-207]: [After model building] Memory usage: 260.10MiB. Peak allocated: 262.13MiB Peak reserved: 264.00MiB
	[default5]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=1\|ip-26-0-164-207]: No checkpoint path provided.
	[default7]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=3\|ip-26-0-164-207]: Local number of parameters: 131M (249.16MiB)
	[default7]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=3\|ip-26-0-164-207]: [After model building] Memory usage: 260.10MiB. Peak allocated: 262.13MiB Peak reserved: 264.00MiB
	[default7]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=1\|TP=3\|ip-26-0-164-207]: No checkpoint path provided.
	[default2]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=2\|ip-26-0-164-207]: Local number of parameters: 173M (329.19MiB)
	[default2]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=2\|ip-26-0-164-207]: [After model building] Memory usage: 344.13MiB. Peak allocated: 346.16MiB Peak reserved: 348.00MiB
	[default2]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=2\|ip-26-0-164-207]: No checkpoint path provided.
	[default0]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Total number of parameters: 1.21G (2313.42MiB)
	[default0]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Local number of parameters: 173M (329.19MiB)
	[default1]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=1\|ip-26-0-164-207]: Local number of parameters: 173M (329.19MiB)
	[default0]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: [After model building] Memory usage: 344.13MiB. Peak allocated: 346.16MiB Peak reserved: 348.00MiB
	[default0]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: No checkpoint path provided.
	[default1]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=1\|ip-26-0-164-207]: [After model building] Memory usage: 344.13MiB. Peak allocated: 346.16MiB Peak reserved: 348.00MiB
	[default1]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=1\|ip-26-0-164-207]: No checkpoint path provided.
	[default0]:07/03/2024 21:11:17 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Parametrizing model parameters using StandardParametrizator
	[default0]:07/03/2024 21:11:18 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: [Optimizer Building] Using LearningRateForSP as learning rate
	[default0]:07/03/2024 21:11:18 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: [ZeRO sharding] Size of optimizer params per rank:
	[default0]:07/03/2024 21:11:18 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: [ZeRO sharding] DP Rank 0 has 173M out of 173M (100.00%) params' optimizer states
	[default0]:07/03/2024 21:11:20 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: [Training Plan] Stage Training Stage has 19 remaining training steps and has consumed 0 samples
	[default0]:07/03/2024 21:11:20 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Using `datasets` library
	[default0]:07/03/2024 21:11:20 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Loading tokenizer from openai-community/gpt2 and transformers/hf_hub versions ('4.41.2', '0.23.4')
	[default0]:Repo card metadata block was not found. Setting CardData to empty.
	[default0]:07/03/2024 21:11:21 [WARNING\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Repo card metadata block was not found. Setting CardData to empty.
	[default0]:07/03/2024 21:11:23 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: [Training Plan] There are 1 training stages
	[default0]:07/03/2024 21:11:23 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: [Stage Training Stage] start from step 1
	[default0]:07/03/2024 21:11:23 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]:
	[default0]:07/03/2024 21:11:23 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: [Start training] datetime: 2024-07-03 21:11:23.161723 \| mbs: 8 \| grad_accum: 128 \| global_batch_size: 1024 \| sequence_length: 4096 \| train_steps: 20 \| start_iteration_step: 0 \| consumed_train_samples: 0
	[default0]:07/03/2024 21:11:23 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Resuming training from stage Training Stage, it has trained for 0 samples and has 19 remaining train steps
	[default0]:07/03/2024 21:11:23 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 1660.89MiB. Peak allocated 1660.89MiB. Peak reserved: 1668.00MiB
	[default3]:Repo card metadata block was not found. Setting CardData to empty.
	[default1]:Repo card metadata block was not found. Setting CardData to empty.
	[default2]:Repo card metadata block was not found. Setting CardData to empty.
	[default6]:07/03/2024 21:11:23 [WARNING\|DP=0\|PP=1\|TP=2\|ip-26-0-164-207]: Repo card metadata block was not found. Setting CardData to empty.
	[default4]:07/03/2024 21:11:23 [WARNING\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: Repo card metadata block was not found. Setting CardData to empty.
	[default3]:07/03/2024 21:11:23 [WARNING\|DP=0\|PP=0\|TP=3\|ip-26-0-164-207]: Repo card metadata block was not found. Setting CardData to empty.
	[default2]:07/03/2024 21:11:23 [WARNING\|DP=0\|PP=0\|TP=2\|ip-26-0-164-207]: Repo card metadata block was not found. Setting CardData to empty.
	[default1]:07/03/2024 21:11:23 [WARNING\|DP=0\|PP=0\|TP=1\|ip-26-0-164-207]: Repo card metadata block was not found. Setting CardData to empty.
	[default4]:Repo card metadata block was not found. Setting CardData to empty.
	[default6]:Repo card metadata block was not found. Setting CardData to empty.
	[default5]:07/03/2024 21:11:23 [WARNING\|DP=0\|PP=1\|TP=1\|ip-26-0-164-207]: Repo card metadata block was not found. Setting CardData to empty.
	[default7]:07/03/2024 21:11:23 [WARNING\|DP=0\|PP=1\|TP=3\|ip-26-0-164-207]: Repo card metadata block was not found. Setting CardData to empty.
	[default7]:Repo card metadata block was not found. Setting CardData to empty.
	[default5]:Repo card metadata block was not found. Setting CardData to empty.
	[default7]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/autograd/graph.py:744: UserWarning: c10d::allreduce_: an autograd kernel was not registered to the Autograd key(s) but we are trying to backprop through it. This may lead to silently incorrect behavior. This behavior is deprecated and will be removed in a future version of PyTorch. If your operator is differentiable, please ensure you have registered an autograd kernel to the correct Autograd key (e.g. DispatchKey::Autograd, DispatchKey::CompositeImplicitAutograd). If your operator is not differentiable, or to squash this warning and use the previous behavior, please register torch::CppFunction::makeFallthrough() to DispatchKey::Autograd. (Triggered internally at ../torch/csrc/autograd/autograd_not_implemented_fallback.cpp:63.)
	[default7]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
	[default4]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/autograd/graph.py:744: UserWarning: c10d::allreduce_: an autograd kernel was not registered to the Autograd key(s) but we are trying to backprop through it. This may lead to silently incorrect behavior. This behavior is deprecated and will be removed in a future version of PyTorch. If your operator is differentiable, please ensure you have registered an autograd kernel to the correct Autograd key (e.g. DispatchKey::Autograd, DispatchKey::CompositeImplicitAutograd). If your operator is not differentiable, or to squash this warning and use the previous behavior, please register torch::CppFunction::makeFallthrough() to DispatchKey::Autograd. (Triggered internally at ../torch/csrc/autograd/autograd_not_implemented_fallback.cpp:63.)
	[default4]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
	[default6]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/autograd/graph.py:744: UserWarning: c10d::allreduce_: an autograd kernel was not registered to the Autograd key(s) but we are trying to backprop through it. This may lead to silently incorrect behavior. This behavior is deprecated and will be removed in a future version of PyTorch. If your operator is differentiable, please ensure you have registered an autograd kernel to the correct Autograd key (e.g. DispatchKey::Autograd, DispatchKey::CompositeImplicitAutograd). If your operator is not differentiable, or to squash this warning and use the previous behavior, please register torch::CppFunction::makeFallthrough() to DispatchKey::Autograd. (Triggered internally at ../torch/csrc/autograd/autograd_not_implemented_fallback.cpp:63.)
	[default6]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
	[default5]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/autograd/graph.py:744: UserWarning: c10d::allreduce_: an autograd kernel was not registered to the Autograd key(s) but we are trying to backprop through it. This may lead to silently incorrect behavior. This behavior is deprecated and will be removed in a future version of PyTorch. If your operator is differentiable, please ensure you have registered an autograd kernel to the correct Autograd key (e.g. DispatchKey::Autograd, DispatchKey::CompositeImplicitAutograd). If your operator is not differentiable, or to squash this warning and use the previous behavior, please register torch::CppFunction::makeFallthrough() to DispatchKey::Autograd. (Triggered internally at ../torch/csrc/autograd/autograd_not_implemented_fallback.cpp:63.)
	[default5]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
	[default3]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/autograd/graph.py:744: UserWarning: c10d::allreduce_: an autograd kernel was not registered to the Autograd key(s) but we are trying to backprop through it. This may lead to silently incorrect behavior. This behavior is deprecated and will be removed in a future version of PyTorch. If your operator is differentiable, please ensure you have registered an autograd kernel to the correct Autograd key (e.g. DispatchKey::Autograd, DispatchKey::CompositeImplicitAutograd). If your operator is not differentiable, or to squash this warning and use the previous behavior, please register torch::CppFunction::makeFallthrough() to DispatchKey::Autograd. (Triggered internally at ../torch/csrc/autograd/autograd_not_implemented_fallback.cpp:63.)
	[default3]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
	[default2]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/autograd/graph.py:744: UserWarning: c10d::allreduce_: an autograd kernel was not registered to the Autograd key(s) but we are trying to backprop through it. This may lead to silently incorrect behavior. This behavior is deprecated and will be removed in a future version of PyTorch. If your operator is differentiable, please ensure you have registered an autograd kernel to the correct Autograd key (e.g. DispatchKey::Autograd, DispatchKey::CompositeImplicitAutograd). If your operator is not differentiable, or to squash this warning and use the previous behavior, please register torch::CppFunction::makeFallthrough() to DispatchKey::Autograd. (Triggered internally at ../torch/csrc/autograd/autograd_not_implemented_fallback.cpp:63.)
	[default2]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
	[default0]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/autograd/graph.py:744: UserWarning: c10d::allreduce_: an autograd kernel was not registered to the Autograd key(s) but we are trying to backprop through it. This may lead to silently incorrect behavior. This behavior is deprecated and will be removed in a future version of PyTorch. If your operator is differentiable, please ensure you have registered an autograd kernel to the correct Autograd key (e.g. DispatchKey::Autograd, DispatchKey::CompositeImplicitAutograd). If your operator is not differentiable, or to squash this warning and use the previous behavior, please register torch::CppFunction::makeFallthrough() to DispatchKey::Autograd. (Triggered internally at ../torch/csrc/autograd/autograd_not_implemented_fallback.cpp:63.)
	[default1]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/autograd/graph.py:744: UserWarning: c10d::allreduce_: an autograd kernel was not registered to the Autograd key(s) but we are trying to backprop through it. This may lead to silently incorrect behavior. This behavior is deprecated and will be removed in a future version of PyTorch. If your operator is differentiable, please ensure you have registered an autograd kernel to the correct Autograd key (e.g. DispatchKey::Autograd, DispatchKey::CompositeImplicitAutograd). If your operator is not differentiable, or to squash this warning and use the previous behavior, please register torch::CppFunction::makeFallthrough() to DispatchKey::Autograd. (Triggered internally at ../torch/csrc/autograd/autograd_not_implemented_fallback.cpp:63.)
	[default1]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
	[default0]: return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
	[default2]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:2261: UserWarning: torch.distributed.all_reduce_coalesced will be deprecated. If you must use it, please revisit our documentation later at https://pytorch.org/docs/master/distributed.html#collective-functions
	[default2]: warnings.warn(
	[default3]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:2261: UserWarning: torch.distributed.all_reduce_coalesced will be deprecated. If you must use it, please revisit our documentation later at https://pytorch.org/docs/master/distributed.html#collective-functions
	[default3]: warnings.warn(
	[default7]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:2261: UserWarning: torch.distributed.all_reduce_coalesced will be deprecated. If you must use it, please revisit our documentation later at https://pytorch.org/docs/master/distributed.html#collective-functions
	[default7]: warnings.warn(
	[default1]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:2261: UserWarning: torch.distributed.all_reduce_coalesced will be deprecated. If you must use it, please revisit our documentation later at https://pytorch.org/docs/master/distributed.html#collective-functions
	[default1]: warnings.warn(
	[default4]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:2261: UserWarning: torch.distributed.all_reduce_coalesced will be deprecated. If you must use it, please revisit our documentation later at https://pytorch.org/docs/master/distributed.html#collective-functions
	[default4]: warnings.warn(
	[default0]:07/03/2024 21:11:57 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 1732.17MiB. Peak allocated 24390.56MiB. Peak reserved: 24692.00MiB
	[default0]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:2261: UserWarning: torch.distributed.all_reduce_coalesced will be deprecated. If you must use it, please revisit our documentation later at https://pytorch.org/docs/master/distributed.html#collective-functions
	[default0]: warnings.warn(
	[default6]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:2261: UserWarning: torch.distributed.all_reduce_coalesced will be deprecated. If you must use it, please revisit our documentation later at https://pytorch.org/docs/master/distributed.html#collective-functions
	[default6]: warnings.warn(
	[default5]:/fsx/ferdinandmom/miniforge3/envs/env-bench-cluster/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:2261: UserWarning: torch.distributed.all_reduce_coalesced will be deprecated. If you must use it, please revisit our documentation later at https://pytorch.org/docs/master/distributed.html#collective-functions
	[default5]: warnings.warn(
	[default4]:07/03/2024 21:12:05 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 1 / 20 \| consumed_tokens: 4.19M \| elapsed_time_per_iteration_ms: 41.2K \| tokens_per_sec: 102K \| tokens_per_sec_per_gpu: 12.7K \| global_batch_size: 1.02K \| lm_loss: 11.1 \| lr: 0.0001 \| model_tflops_per_gpu: 115 \| hardware_tflops_per_gpu: 115 \| grad_norm: 15 \| cuda_memory_allocated: 2.44G \| cuda_max_memory_reserved: 14.1G \| hd_total_memory_tb: 312G \| hd_used_memory_tb: 65.7G \| hd_free_memory_tb: 246G
	[default0]:07/03/2024 21:12:05 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 3048.98MiB. Peak reserved: 24692.00MiB
	[default4]:07/03/2024 21:12:25 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 2 / 20 \| consumed_tokens: 8.39M \| elapsed_time_per_iteration_ms: 20.4K \| tokens_per_sec: 205K \| tokens_per_sec_per_gpu: 25.6K \| global_batch_size: 1.02K \| lm_loss: 11.1 \| lr: 9.53e-05 \| model_tflops_per_gpu: 233 \| hardware_tflops_per_gpu: 233 \| grad_norm: 15.1 \| cuda_memory_allocated: 2.44G \| cuda_max_memory_reserved: 15.8G \| hd_total_memory_tb: 312G \| hd_used_memory_tb: 65.7G \| hd_free_memory_tb: 246G
	[default0]:07/03/2024 21:12:25 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default0]:07/03/2024 21:12:25 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 3049.02MiB. Peak reserved: 26100.00MiB
	[default0]:07/03/2024 21:12:46 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:12:46 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 3 / 20 \| consumed_tokens: 12.6M \| elapsed_time_per_iteration_ms: 20.4K \| tokens_per_sec: 206K \| tokens_per_sec_per_gpu: 25.7K \| global_batch_size: 1.02K \| lm_loss: 11.4 \| lr: 9.05e-05 \| model_tflops_per_gpu: 234 \| hardware_tflops_per_gpu: 234 \| grad_norm: 106 \| cuda_memory_allocated: 2.44G \| cuda_max_memory_reserved: 15.8G \| hd_total_memory_tb: 312G \| hd_used_memory_tb: 65.7G \| hd_free_memory_tb: 246G
	[default0]:07/03/2024 21:12:46 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 3049.02MiB. Peak reserved: 26100.00MiB
	[default0]:STAGE:2024-07-03 21:12:46 591039:591039 ActivityProfilerController.cpp:314] Completed Stage: Warm Up
	[default4]:07/03/2024 21:13:06 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 4 / 20 \| consumed_tokens: 16.8M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.8K \| global_batch_size: 1.02K \| lm_loss: 11.7 \| lr: 8.58e-05 \| model_tflops_per_gpu: 234 \| hardware_tflops_per_gpu: 234 \| grad_norm: 24.5 \| cuda_memory_allocated: 2.44G \| cuda_max_memory_reserved: 15.8G \| hd_total_memory_tb: 312G \| hd_used_memory_tb: 65.7G \| hd_free_memory_tb: 246G
	[default0]:07/03/2024 21:13:06 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default0]:07/03/2024 21:13:06 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 3049.02MiB. Peak reserved: 26100.00MiB
	[default0]:07/03/2024 21:13:26 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:13:26 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 5 / 20 \| consumed_tokens: 21M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.9K \| global_batch_size: 1.02K \| lm_loss: 10 \| lr: 8.11e-05 \| model_tflops_per_gpu: 235 \| hardware_tflops_per_gpu: 235 \| grad_norm: 11
	[default4]:07/03/2024 21:13:46 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 6 / 20 \| consumed_tokens: 25.2M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.9K \| global_batch_size: 1.02K \| lm_loss: 9.46 \| lr: 7.63e-05 \| model_tflops_per_gpu: 235 \| hardware_tflops_per_gpu: 235 \| grad_norm: 7.21
	[default0]:STAGE:2024-07-03 21:14:28 591039:591039 ActivityProfilerController.cpp:320] Completed Stage: Collection
	[default0]:STAGE:2024-07-03 21:14:32 591039:591039 ActivityProfilerController.cpp:324] Completed Stage: Post Processing
	[default0]:07/03/2024 21:19:48 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:20:08 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 7 / 20 \| consumed_tokens: 29.4M \| elapsed_time_per_iteration_ms: 382K \| tokens_per_sec: 11K \| tokens_per_sec_per_gpu: 1.37K \| global_batch_size: 1.02K \| lm_loss: 8.87 \| lr: 7.16e-05 \| model_tflops_per_gpu: 12.5 \| hardware_tflops_per_gpu: 12.5 \| grad_norm: 5.99
	[default0]:07/03/2024 21:20:08 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default0]:07/03/2024 21:20:29 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:20:29 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 8 / 20 \| consumed_tokens: 33.6M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.8K \| global_batch_size: 1.02K \| lm_loss: 8.44 \| lr: 6.68e-05 \| model_tflops_per_gpu: 234 \| hardware_tflops_per_gpu: 234 \| grad_norm: 5.46
	[default4]:07/03/2024 21:20:49 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 9 / 20 \| consumed_tokens: 37.7M \| elapsed_time_per_iteration_ms: 20.5K \| tokens_per_sec: 205K \| tokens_per_sec_per_gpu: 25.6K \| global_batch_size: 1.02K \| lm_loss: 8.18 \| lr: 6.21e-05 \| model_tflops_per_gpu: 232 \| hardware_tflops_per_gpu: 232 \| grad_norm: 6.28
	[default0]:07/03/2024 21:20:49 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:21:09 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 10 / 20 \| consumed_tokens: 41.9M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.9K \| global_batch_size: 1.02K \| lm_loss: 7.87 \| lr: 5.74e-05 \| model_tflops_per_gpu: 235 \| hardware_tflops_per_gpu: 235 \| grad_norm: 4.35
	[default0]:07/03/2024 21:21:09 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default0]:07/03/2024 21:21:30 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:21:30 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 11 / 20 \| consumed_tokens: 46.1M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.9K \| global_batch_size: 1.02K \| lm_loss: 7.74 \| lr: 5.26e-05 \| model_tflops_per_gpu: 235 \| hardware_tflops_per_gpu: 235 \| grad_norm: 4.47
	[default0]:07/03/2024 21:21:50 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:21:50 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 12 / 20 \| consumed_tokens: 50.3M \| elapsed_time_per_iteration_ms: 20.2K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.9K \| global_batch_size: 1.02K \| lm_loss: 7.6 \| lr: 4.79e-05 \| model_tflops_per_gpu: 235 \| hardware_tflops_per_gpu: 235 \| grad_norm: 4.41
	[default0]:07/03/2024 21:22:10 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:22:10 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 13 / 20 \| consumed_tokens: 54.5M \| elapsed_time_per_iteration_ms: 20.5K \| tokens_per_sec: 205K \| tokens_per_sec_per_gpu: 25.6K \| global_batch_size: 1.02K \| lm_loss: 7.42 \| lr: 4.32e-05 \| model_tflops_per_gpu: 232 \| hardware_tflops_per_gpu: 232 \| grad_norm: 3.72
	[default0]:07/03/2024 21:22:31 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:22:31 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 14 / 20 \| consumed_tokens: 58.7M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.8K \| global_batch_size: 1.02K \| lm_loss: 7.27 \| lr: 3.84e-05 \| model_tflops_per_gpu: 234 \| hardware_tflops_per_gpu: 234 \| grad_norm: 3.2
	[default0]:07/03/2024 21:22:51 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:22:51 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 15 / 20 \| consumed_tokens: 62.9M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.9K \| global_batch_size: 1.02K \| lm_loss: 7.17 \| lr: 3.37e-05 \| model_tflops_per_gpu: 235 \| hardware_tflops_per_gpu: 235 \| grad_norm: 2.99
	[default0]:07/03/2024 21:23:11 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:23:11 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 16 / 20 \| consumed_tokens: 67.1M \| elapsed_time_per_iteration_ms: 20.4K \| tokens_per_sec: 205K \| tokens_per_sec_per_gpu: 25.7K \| global_batch_size: 1.02K \| lm_loss: 7.07 \| lr: 2.89e-05 \| model_tflops_per_gpu: 233 \| hardware_tflops_per_gpu: 233 \| grad_norm: 3
	[default0]:07/03/2024 21:23:32 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:23:32 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 17 / 20 \| consumed_tokens: 71.3M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.8K \| global_batch_size: 1.02K \| lm_loss: 6.96 \| lr: 2.42e-05 \| model_tflops_per_gpu: 234 \| hardware_tflops_per_gpu: 234 \| grad_norm: 2.81
	[default0]:07/03/2024 21:23:52 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:23:52 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 18 / 20 \| consumed_tokens: 75.5M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.8K \| global_batch_size: 1.02K \| lm_loss: 6.88 \| lr: 1.95e-05 \| model_tflops_per_gpu: 235 \| hardware_tflops_per_gpu: 235 \| grad_norm: 3
	[default0]:07/03/2024 21:24:12 [INFO\|DP=0\|PP=0\|TP=0\|ip-26-0-164-207]: Memory usage: 3048.98MiB. Peak allocated 25707.36MiB. Peak reserved: 26100.00MiB
	[default4]:07/03/2024 21:24:12 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 19 / 20 \| consumed_tokens: 79.7M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.9K \| global_batch_size: 1.02K \| lm_loss: 6.82 \| lr: 1.47e-05 \| model_tflops_per_gpu: 235 \| hardware_tflops_per_gpu: 235 \| grad_norm: 3.08
	[default4]:07/03/2024 21:24:33 [INFO\|DP=0\|PP=1\|TP=0\|ip-26-0-164-207]: iteration: 20 / 20 \| consumed_tokens: 83.9M \| elapsed_time_per_iteration_ms: 20.3K \| tokens_per_sec: 207K \| tokens_per_sec_per_gpu: 25.8K \| global_batch_size: 1.02K \| lm_loss: 6.77 \| lr: 1e-05 \| model_tflops_per_gpu: 235 \| hardware_tflops_per_gpu: 235 \| grad_norm: 2.99
	Saved 1 csv files over 1 completed logs
	Processing file: /fsx/ferdinandmom/ferdinand-hf/bench_cluster/results/llama-1B/8_GPUS/dp-1_tp-4_pp-2_mbz-8/profiler/ip-26-0-164-207_591039.1720041521624478261.pt.trace.json
	Results written to /fsx/ferdinandmom/ferdinand-hf/bench_cluster/results/llama-1B/8_GPUS/dp-1_tp-4_pp-2_mbz-8/profiler.csv
	Consider using `hf_transfer` for faster uploads. This solution comes with some limitations. See https://huggingface.co/docs/huggingface_hub/hf_transfer for more details.
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