[2022-12-20 21:35:28,117] [WARNING] [runner.py:179:fetch_hostfile] Unable to find hostfile, will proceed with training with local resources only.
[2022-12-20 21:35:28,128] [INFO] [runner.py:508:main] cmd = /home/ubuntu/whisper-medium-is/.venv/bin/python3 -u -m deepspeed.launcher.launch --world_info=eyJsb2NhbGhvc3QiOiBbMF19 --master_addr=127.0.0.1 --master_port=29500 run_speech_recognition_seq2seq_streaming.py --deepspeed=ds_config.json --model_name_or_path=openai/whisper-medium --datasets_config_file=/home/ubuntu/whisper-medium-is/ds_config.json --language=icelandic --train_split_name=train --eval_dataset_name=language-and-voice-lab/samromur_asr --eval_split_name=validation --eval_steps=1000 --max_eval_samples=1000 --model_index_name=Whisper medium Icelandic --max_steps=20000 --output_dir=./ --per_device_train_batch_size=64 --per_device_eval_batch_size=32 --logging_steps=25 --learning_rate=1e-5 --warmup_steps=500 --evaluation_strategy=steps --save_strategy=steps --save_steps=1000 --generation_max_length=225 --length_column_name=input_length --max_duration_in_seconds=30 --text_column_name=normalized_text --freeze_feature_encoder=False --report_to=tensorboard --metric_for_best_model=wer --greater_is_better=False --load_best_model_at_end --gradient_checkpointing --fp16 --ignore_data_skip --do_train --do_eval --predict_with_generate --do_normalize_eval --streaming --push_to_hub --use_auth_token --mapper=/home/ubuntu/whisper/text_mapping
[2022-12-20 21:35:29,759] [INFO] [launch.py:142:main] WORLD INFO DICT: {'localhost': [0]}
[2022-12-20 21:35:29,759] [INFO] [launch.py:148:main] nnodes=1, num_local_procs=1, node_rank=0
[2022-12-20 21:35:29,759] [INFO] [launch.py:161:main] global_rank_mapping=defaultdict(<class 'list'>, {'localhost': [0]})
[2022-12-20 21:35:29,759] [INFO] [launch.py:162:main] dist_world_size=1
[2022-12-20 21:35:29,759] [INFO] [launch.py:164:main] Setting CUDA_VISIBLE_DEVICES=0
[2022-12-20 21:35:34,028] [INFO] [comm.py:654:init_distributed] Initializing TorchBackend in DeepSpeed with backend nccl
12/20/2022 21:35:34 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1distributed training: True, 16-bits training: True
12/20/2022 21:35:34 - INFO - __main__ - Training/evaluation parameters Seq2SeqTrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
auto_find_batch_size=False,
bf16=False,
bf16_full_eval=False,
data_seed=None,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_pin_memory=True,
ddp_bucket_cap_mb=None,
ddp_find_unused_parameters=None,
ddp_timeout=1800,
debug=[],
deepspeed=ds_config.json,
disable_tqdm=False,
do_eval=True,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_delay=0,
eval_steps=1000,
evaluation_strategy=steps,
fp16=True,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
fsdp=[],
fsdp_min_num_params=0,
fsdp_transformer_layer_cls_to_wrap=None,
full_determinism=False,
generation_max_length=225,
generation_num_beams=None,
gradient_accumulation_steps=1,
gradient_checkpointing=True,
greater_is_better=False,
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=True,
include_inputs_for_metrics=False,
jit_mode_eval=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=1e-05,
length_column_name=input_length,
load_best_model_at_end=True,
local_rank=0,
log_level=passive,
log_level_replica=passive,
log_on_each_node=True,
logging_dir=./runs/Dec20_21-35-34_129-146-65-51,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=25,
logging_strategy=steps,
lr_scheduler_type=linear,
max_grad_norm=1.0,
max_steps=20000,
metric_for_best_model=wer,
mp_parameters=,
no_cuda=False,
num_train_epochs=3.0,
optim=adamw_hf,
optim_args=None,
output_dir=./,
overwrite_output_dir=False,
past_index=-1,
per_device_eval_batch_size=32,
per_device_train_batch_size=64,
predict_with_generate=True,
prediction_loss_only=False,
push_to_hub=True,
push_to_hub_model_id=None,
push_to_hub_organization=None,
push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
ray_scope=last,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=./,
save_on_each_node=False,
save_steps=1000,
save_strategy=steps,
save_total_limit=None,
seed=42,
sharded_ddp=[],
skip_memory_metrics=True,
sortish_sampler=False,
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=0.0,
warmup_steps=500,
weight_decay=0.0,
xpu_backend=None,
)
12/20/2022 21:35:34 - INFO - __main__ - Training/evaluation parameters Seq2SeqTrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
auto_find_batch_size=False,
bf16=False,
bf16_full_eval=False,
data_seed=None,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_pin_memory=True,
ddp_bucket_cap_mb=None,
ddp_find_unused_parameters=None,
ddp_timeout=1800,
debug=[],
deepspeed=ds_config.json,
disable_tqdm=False,
do_eval=True,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_delay=0,
eval_steps=1000,
evaluation_strategy=steps,
fp16=True,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
fsdp=[],
fsdp_min_num_params=0,
fsdp_transformer_layer_cls_to_wrap=None,
full_determinism=False,
generation_max_length=225,
generation_num_beams=None,
gradient_accumulation_steps=1,
gradient_checkpointing=True,
greater_is_better=False,
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=True,
include_inputs_for_metrics=False,
jit_mode_eval=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=1e-05,
length_column_name=input_length,
load_best_model_at_end=True,
local_rank=0,
log_level=passive,
log_level_replica=passive,
log_on_each_node=True,
logging_dir=./runs/Dec20_21-35-34_129-146-65-51,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=25,
logging_strategy=steps,
lr_scheduler_type=linear,
max_grad_norm=1.0,
max_steps=20000,
metric_for_best_model=wer,
mp_parameters=,
no_cuda=False,
num_train_epochs=3.0,
optim=adamw_hf,
optim_args=None,
output_dir=./,
overwrite_output_dir=False,
past_index=-1,
per_device_eval_batch_size=32,
per_device_train_batch_size=64,
predict_with_generate=True,
prediction_loss_only=False,
push_to_hub=True,
push_to_hub_model_id=None,
push_to_hub_organization=None,
push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
ray_scope=last,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=./,
save_on_each_node=False,
save_steps=1000,
save_strategy=steps,
save_total_limit=None,
seed=42,
sharded_ddp=[],
skip_memory_metrics=True,
sortish_sampler=False,
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=0.0,
warmup_steps=500,
weight_decay=0.0,
xpu_backend=None,
)
12/20/2022 21:35:34 - INFO - __main__ - Checkpoint detected, resuming training at ./checkpoint-1000. To avoid this behavior, change the `--output_dir` or add `--overwrite_output_dir` to train from scratch.
language-and-voice-lab/samromur_asr None train
12/20/2022 21:35:35 - INFO - datasets.builder - No config specified, defaulting to the single config: samromur_asr/samromur_asr
12/20/2022 21:35:35 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/language-and-voice-lab--samromur_asr/9f4b7a0674ad04192814f8e840dbdab23e8c4531498341198a39447a7e64e3b7
language-and-voice-lab/althingi_asr None train
12/20/2022 21:35:37 - INFO - datasets.builder - No config specified, defaulting to the single config: althingi_asr/althingi_asr
12/20/2022 21:35:37 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/language-and-voice-lab--althingi_asr/4fdbd9c08f7d073eeb89906cb5aa0e1e6bab822aa994474c639f8e8442a61bcf
language-and-voice-lab/althingi_asr None validation
12/20/2022 21:35:39 - INFO - datasets.builder - No config specified, defaulting to the single config: althingi_asr/althingi_asr
12/20/2022 21:35:39 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/language-and-voice-lab--althingi_asr/4fdbd9c08f7d073eeb89906cb5aa0e1e6bab822aa994474c639f8e8442a61bcf
language-and-voice-lab/malromur_asr None train
12/20/2022 21:35:41 - INFO - datasets.builder - No config specified, defaulting to the single config: malromur_asr/malromur_asr
12/20/2022 21:35:41 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/language-and-voice-lab--malromur_asr/5084bd18db918163bfb6f3f09550dff5c0106bfc56985978e6f682f52690816d
language-and-voice-lab/malromur_asr None validation
12/20/2022 21:35:43 - INFO - datasets.builder - No config specified, defaulting to the single config: malromur_asr/malromur_asr
12/20/2022 21:35:43 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/language-and-voice-lab--malromur_asr/5084bd18db918163bfb6f3f09550dff5c0106bfc56985978e6f682f52690816d
language-and-voice-lab/samromur_children None train
12/20/2022 21:35:45 - INFO - datasets.builder - No config specified, defaulting to the single config: samromur_children/samromur_children
12/20/2022 21:35:45 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/language-and-voice-lab--samromur_children/0cde4367323adbaea6845954c908aec8bcd001520628d49577421d0776d9939d
language-and-voice-lab/samromur_children None validation
12/20/2022 21:35:47 - INFO - datasets.builder - No config specified, defaulting to the single config: samromur_children/samromur_children
12/20/2022 21:35:47 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/language-and-voice-lab--samromur_children/0cde4367323adbaea6845954c908aec8bcd001520628d49577421d0776d9939d
language-and-voice-lab/raddromur_asr None train
12/20/2022 21:35:49 - INFO - datasets.builder - No config specified, defaulting to the single config: raddromur_asr/raddromur_asr
12/20/2022 21:35:49 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/language-and-voice-lab--raddromur_asr/ad967117dc1846f4100ee0ecfc31859ea6743068904a5ee705ebc400b10c49d7
12/20/2022 21:35:51 - INFO - datasets.builder - No config specified, defaulting to the single config: samromur_asr/samromur_asr
12/20/2022 21:35:51 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/language-and-voice-lab--samromur_asr/9f4b7a0674ad04192814f8e840dbdab23e8c4531498341198a39447a7e64e3b7
[INFO|configuration_utils.py:654] 2022-12-20 21:35:52,433 >> loading configuration file config.json from cache at /home/ubuntu/.cache/huggingface/hub/models--openai--whisper-medium/snapshots/a0b3589e1034234495a1b696c28d4832cdaf8a32/config.json
[INFO|configuration_utils.py:706] 2022-12-20 21:35:52,436 >> Model config WhisperConfig {
  "_name_or_path": "openai/whisper-medium",
  "activation_dropout": 0.0,
  "activation_function": "gelu",
  "architectures": [
    "WhisperForConditionalGeneration"
  ],
  "attention_dropout": 0.0,
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "d_model": 1024,
  "decoder_attention_heads": 16,
  "decoder_ffn_dim": 4096,
  "decoder_layerdrop": 0.0,
  "decoder_layers": 24,
  "decoder_start_token_id": 50258,
  "dropout": 0.0,
  "encoder_attention_heads": 16,
  "encoder_ffn_dim": 4096,
  "encoder_layerdrop": 0.0,
  "encoder_layers": 24,
  "eos_token_id": 50257,
  "forced_decoder_ids": [
    [
      1,
      50259
    ],
    [
      2,
      50359
    ],
    [
      3,
      50363
    ]
  ],
  "init_std": 0.02,
  "is_encoder_decoder": true,
  "max_length": 448,
  "max_source_positions": 1500,
  "max_target_positions": 448,
  "model_type": "whisper",
  "num_hidden_layers": 24,
  "num_mel_bins": 80,
  "pad_token_id": 50257,
  "scale_embedding": false,
  "suppress_tokens": [
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  "torch_dtype": "float32",
  "transformers_version": "4.26.0.dev0",
  "use_cache": true,
  "vocab_size": 51865
}

[INFO|feature_extraction_utils.py:464] 2022-12-20 21:35:52,677 >> loading configuration file preprocessor_config.json from cache at /home/ubuntu/.cache/huggingface/hub/models--openai--whisper-medium/snapshots/a0b3589e1034234495a1b696c28d4832cdaf8a32/preprocessor_config.json
[INFO|feature_extraction_utils.py:501] 2022-12-20 21:35:52,692 >> Feature extractor WhisperFeatureExtractor {
  "chunk_length": 30,
  "feature_extractor_type": "WhisperFeatureExtractor",
  "feature_size": 80,
  "hop_length": 160,
  "mel_filters": [
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[INFO|tokenization_utils_base.py:1799] 2022-12-20 21:35:52,931 >> loading file vocab.json from cache at /home/ubuntu/.cache/huggingface/hub/models--openai--whisper-medium/snapshots/a0b3589e1034234495a1b696c28d4832cdaf8a32/vocab.json
[INFO|tokenization_utils_base.py:1799] 2022-12-20 21:35:52,932 >> loading file tokenizer.json from cache at None
[INFO|tokenization_utils_base.py:1799] 2022-12-20 21:35:52,932 >> loading file merges.txt from cache at /home/ubuntu/.cache/huggingface/hub/models--openai--whisper-medium/snapshots/a0b3589e1034234495a1b696c28d4832cdaf8a32/merges.txt
[INFO|tokenization_utils_base.py:1799] 2022-12-20 21:35:52,932 >> loading file normalizer.json from cache at /home/ubuntu/.cache/huggingface/hub/models--openai--whisper-medium/snapshots/a0b3589e1034234495a1b696c28d4832cdaf8a32/normalizer.json
[INFO|tokenization_utils_base.py:1799] 2022-12-20 21:35:52,932 >> loading file added_tokens.json from cache at /home/ubuntu/.cache/huggingface/hub/models--openai--whisper-medium/snapshots/a0b3589e1034234495a1b696c28d4832cdaf8a32/added_tokens.json
[INFO|tokenization_utils_base.py:1799] 2022-12-20 21:35:52,932 >> loading file special_tokens_map.json from cache at /home/ubuntu/.cache/huggingface/hub/models--openai--whisper-medium/snapshots/a0b3589e1034234495a1b696c28d4832cdaf8a32/special_tokens_map.json
[INFO|tokenization_utils_base.py:1799] 2022-12-20 21:35:52,932 >> loading file tokenizer_config.json from cache at /home/ubuntu/.cache/huggingface/hub/models--openai--whisper-medium/snapshots/a0b3589e1034234495a1b696c28d4832cdaf8a32/tokenizer_config.json
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,991 >> Adding <|endoftext|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,991 >> Adding <|startoftranscript|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,991 >> Adding <|en|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,991 >> Adding <|zh|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|de|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|es|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|ru|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|ko|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|fr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|ja|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|pt|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|tr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|pl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|ca|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|nl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|ar|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|sv|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|it|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,992 >> Adding <|id|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|hi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|fi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|vi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|iw|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|uk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|el|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|ms|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|cs|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|ro|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|da|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|hu|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|ta|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|no|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|th|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|ur|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,993 >> Adding <|hr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|bg|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|lt|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|la|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|mi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|ml|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|cy|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|sk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|te|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|fa|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|lv|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|bn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|sr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|az|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|sl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,994 >> Adding <|kn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|et|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|mk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|br|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|eu|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|is|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|hy|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|ne|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|mn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|bs|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|kk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|sq|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|sw|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|gl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|mr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|pa|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,995 >> Adding <|si|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|km|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|sn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|yo|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|so|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|af|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|oc|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|ka|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|be|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|tg|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|sd|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|gu|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|am|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|yi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|lo|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|uz|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,996 >> Adding <|fo|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|ht|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|ps|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|tk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|nn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|mt|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|sa|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|lb|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|my|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|bo|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|tl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|mg|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|as|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|tt|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|haw|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|ln|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,997 >> Adding <|ha|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,998 >> Adding <|ba|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,998 >> Adding <|jw|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,998 >> Adding <|su|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,998 >> Adding <|translate|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,998 >> Adding <|transcribe|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,998 >> Adding <|startoflm|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,998 >> Adding <|startofprev|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,998 >> Adding <|nocaptions|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:35:52,998 >> Adding <|notimestamps|> to the vocabulary
[INFO|modeling_utils.py:2264] 2022-12-20 21:35:53,002 >> loading weights file pytorch_model.bin from cache at /home/ubuntu/.cache/huggingface/hub/models--openai--whisper-medium/snapshots/a0b3589e1034234495a1b696c28d4832cdaf8a32/pytorch_model.bin
[INFO|configuration_utils.py:523] 2022-12-20 21:35:54,009 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|modeling_utils.py:2842] 2022-12-20 21:36:01,510 >> All model checkpoint weights were used when initializing WhisperForConditionalGeneration.

[INFO|modeling_utils.py:2850] 2022-12-20 21:36:01,511 >> All the weights of WhisperForConditionalGeneration were initialized from the model checkpoint at openai/whisper-medium.
If your task is similar to the task the model of the checkpoint was trained on, you can already use WhisperForConditionalGeneration for predictions without further training.
[INFO|modeling_utils.py:2511] 2022-12-20 21:36:01,773 >> Generation config file not found, using a generation config created from the model config.
[INFO|feature_extraction_utils.py:368] 2022-12-20 21:36:04,060 >> Feature extractor saved in ./preprocessor_config.json
[INFO|tokenization_utils_base.py:2157] 2022-12-20 21:36:04,060 >> tokenizer config file saved in ./tokenizer_config.json
[INFO|tokenization_utils_base.py:2164] 2022-12-20 21:36:04,061 >> Special tokens file saved in ./special_tokens_map.json
[INFO|tokenization_utils_base.py:2210] 2022-12-20 21:36:04,061 >> added tokens file saved in ./added_tokens.json
[INFO|configuration_utils.py:447] 2022-12-20 21:36:04,146 >> Configuration saved in ./config.json
[INFO|image_processing_utils.py:294] 2022-12-20 21:36:04,147 >> loading configuration file ./preprocessor_config.json
[INFO|feature_extraction_utils.py:462] 2022-12-20 21:36:04,153 >> loading configuration file ./preprocessor_config.json
[INFO|feature_extraction_utils.py:501] 2022-12-20 21:36:04,168 >> Feature extractor WhisperFeatureExtractor {
  "chunk_length": 30,
  "feature_extractor_type": "WhisperFeatureExtractor",
  "feature_size": 80,
  "hop_length": 160,
  "mel_filters": [
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}

[INFO|tokenization_utils_base.py:1797] 2022-12-20 21:36:04,169 >> loading file vocab.json
[INFO|tokenization_utils_base.py:1797] 2022-12-20 21:36:04,169 >> loading file tokenizer.json
[INFO|tokenization_utils_base.py:1797] 2022-12-20 21:36:04,169 >> loading file merges.txt
[INFO|tokenization_utils_base.py:1797] 2022-12-20 21:36:04,169 >> loading file normalizer.json
[INFO|tokenization_utils_base.py:1797] 2022-12-20 21:36:04,169 >> loading file added_tokens.json
[INFO|tokenization_utils_base.py:1797] 2022-12-20 21:36:04,169 >> loading file special_tokens_map.json
[INFO|tokenization_utils_base.py:1797] 2022-12-20 21:36:04,169 >> loading file tokenizer_config.json
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,228 >> Adding <|endoftext|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|startoftranscript|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|en|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|zh|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|de|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|es|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|ru|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|ko|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|fr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|ja|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|pt|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|tr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|pl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|ca|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|nl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|ar|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|sv|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|it|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|id|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|hi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|fi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,229 >> Adding <|vi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|iw|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|uk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|el|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|ms|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|cs|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|ro|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|da|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|hu|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|ta|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|no|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|th|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|ur|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|hr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|bg|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|lt|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|la|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|mi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|ml|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|cy|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|sk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|te|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|fa|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,230 >> Adding <|lv|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|bn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|sr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|az|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|sl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|kn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|et|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|mk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|br|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|eu|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|is|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|hy|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|ne|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|mn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|bs|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|kk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|sq|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|sw|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|gl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|mr|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|pa|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|si|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|km|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,231 >> Adding <|sn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|yo|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|so|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|af|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|oc|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|ka|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|be|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|tg|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|sd|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|gu|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|am|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|yi|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|lo|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|uz|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|fo|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|ht|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|ps|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|tk|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|nn|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|mt|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|sa|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|lb|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|my|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,232 >> Adding <|bo|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|tl|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|mg|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|as|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|tt|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|haw|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|ln|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|ha|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|ba|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|jw|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|su|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|translate|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|transcribe|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|startoflm|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|startofprev|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|nocaptions|> to the vocabulary
[INFO|tokenization_utils.py:426] 2022-12-20 21:36:04,233 >> Adding <|notimestamps|> to the vocabulary
/home/ubuntu/whisper-medium-is/./ is already a clone of https://huggingface.co/DavidErikMollberg/whisper-medium-is. Make sure you pull the latest changes with `repo.git_pull()`.
12/20/2022 21:36:05 - WARNING - huggingface_hub.repository - /home/ubuntu/whisper-medium-is/./ is already a clone of https://huggingface.co/DavidErikMollberg/whisper-medium-is. Make sure you pull the latest changes with `repo.git_pull()`.
[INFO|trainer.py:511] 2022-12-20 21:36:08,787 >> max_steps is given, it will override any value given in num_train_epochs
[INFO|trainer.py:565] 2022-12-20 21:36:08,787 >> Using cuda_amp half precision backend
[INFO|trainer.py:1963] 2022-12-20 21:36:08,787 >> Loading model from ./checkpoint-1000.
[2022-12-20 21:36:08,792] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed info: version=0.7.7, git-hash=unknown, git-branch=unknown
[2022-12-20 21:36:09,777] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False
[2022-12-20 21:36:10,952] [WARNING] [cpu_adam.py:83:__init__] FP16 params for CPUAdam may not work on AMD CPUs
Installed CUDA version 11.6 does not match the version torch was compiled with 11.7 but since the APIs are compatible, accepting this combination
Using /home/ubuntu/.cache/torch_extensions/py39_cu117 as PyTorch extensions root...
Detected CUDA files, patching ldflags
Emitting ninja build file /home/ubuntu/.cache/torch_extensions/py39_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: 2.8149538040161133 seconds
Adam Optimizer #0 is created with AVX2 arithmetic capability.
Config: alpha=0.000010, betas=(0.900000, 0.999000), weight_decay=0.000000, adam_w=1
[2022-12-20 21:36:15,462] [INFO] [logging.py:68:log_dist] [Rank 0] Using DeepSpeed Optimizer param name adamw as basic optimizer
[2022-12-20 21:36:15,644] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Basic Optimizer = DeepSpeedCPUAdam
[2022-12-20 21:36:15,644] [INFO] [utils.py:52:is_zero_supported_optimizer] Checking ZeRO support for optimizer=DeepSpeedCPUAdam type=<class 'deepspeed.ops.adam.cpu_adam.DeepSpeedCPUAdam'>
[2022-12-20 21:36:15,644] [INFO] [logging.py:68:log_dist] [Rank 0] Creating fp16 ZeRO stage 2 optimizer
[2022-12-20 21:36:15,644] [INFO] [stage_1_and_2.py:140:__init__] Reduce bucket size 200000000
[2022-12-20 21:36:15,644] [INFO] [stage_1_and_2.py:141:__init__] Allgather bucket size 200000000
[2022-12-20 21:36:15,644] [INFO] [stage_1_and_2.py:142:__init__] CPU Offload: True
[2022-12-20 21:36:15,644] [INFO] [stage_1_and_2.py:143:__init__] Round robin gradient partitioning: False
Using /home/ubuntu/.cache/torch_extensions/py39_cu117 as PyTorch extensions root...
Emitting ninja build file /home/ubuntu/.cache/torch_extensions/py39_cu117/utils/build.ninja...
Building extension module utils...
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 utils...
Time to load utils op: 0.36494994163513184 seconds
Rank: 0 partition count [1] and sizes[(763857920, False)] 
[2022-12-20 21:36:17,989] [INFO] [utils.py:827:see_memory_usage] Before initializing optimizer states
[2022-12-20 21:36:17,990] [INFO] [utils.py:828:see_memory_usage] MA 1.52 GB         Max_MA 1.52 GB         CA 2.86 GB         Max_CA 3 GB 
[2022-12-20 21:36:17,990] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 12.08 GB, percent = 6.1%
[2022-12-20 21:36:19,999] [INFO] [utils.py:827:see_memory_usage] After initializing optimizer states
[2022-12-20 21:36:20,000] [INFO] [utils.py:828:see_memory_usage] MA 1.52 GB         Max_MA 1.52 GB         CA 2.86 GB         Max_CA 3 GB 
[2022-12-20 21:36:20,000] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 21.85 GB, percent = 11.1%
[2022-12-20 21:36:20,001] [INFO] [stage_1_and_2.py:525:__init__] optimizer state initialized
[2022-12-20 21:36:20,072] [INFO] [utils.py:827:see_memory_usage] After initializing ZeRO optimizer
[2022-12-20 21:36:20,073] [INFO] [utils.py:828:see_memory_usage] MA 1.52 GB         Max_MA 1.52 GB         CA 2.86 GB         Max_CA 3 GB 
[2022-12-20 21:36:20,073] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 21.85 GB, percent = 11.1%
[2022-12-20 21:36:20,091] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Final Optimizer = adamw
[2022-12-20 21:36:20,091] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed using configured LR scheduler = WarmupDecayLR
[2022-12-20 21:36:20,091] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed LR Scheduler = <deepspeed.runtime.lr_schedules.WarmupDecayLR object at 0x7f203f3e9af0>
[2022-12-20 21:36:20,092] [INFO] [logging.py:68:log_dist] [Rank 0] step=0, skipped=0, lr=[1e-05], mom=[[0.9, 0.999]]
[2022-12-20 21:36:20,093] [INFO] [config.py:1020:print] DeepSpeedEngine configuration:
[2022-12-20 21:36:20,093] [INFO] [config.py:1024:print]   activation_checkpointing_config  {
    "partition_activations": false, 
    "contiguous_memory_optimization": false, 
    "cpu_checkpointing": false, 
    "number_checkpoints": null, 
    "synchronize_checkpoint_boundary": false, 
    "profile": false
}
[2022-12-20 21:36:20,093] [INFO] [config.py:1024:print]   aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'thread_count': 1, 'single_submit': False, 'overlap_events': True}
[2022-12-20 21:36:20,093] [INFO] [config.py:1024:print]   amp_enabled .................. False
[2022-12-20 21:36:20,093] [INFO] [config.py:1024:print]   amp_params ................... False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024: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
}
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   bfloat16_enabled ............. False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   checkpoint_parallel_write_pipeline  False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   checkpoint_tag_validation_enabled  True
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   checkpoint_tag_validation_fail  False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   comms_config ................. <deepspeed.comm.config.DeepSpeedCommsConfig object at 0x7f210c8b2d90>
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   communication_data_type ...... None
[2022-12-20 21:36:20,094] [INFO] [config.py:1024: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}}
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   curriculum_enabled ........... False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   curriculum_params ............ False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   dataloader_drop_last ......... False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   disable_allgather ............ False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   dump_state ................... False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   dynamic_loss_scale_args ...... {'init_scale': 65536, 'scale_window': 1000, 'delayed_shift': 2, 'min_scale': 1}
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   eigenvalue_enabled ........... False
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   eigenvalue_gas_boundary_resolution  1
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   eigenvalue_layer_name ........ bert.encoder.layer
[2022-12-20 21:36:20,094] [INFO] [config.py:1024:print]   eigenvalue_layer_num ......... 0
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   eigenvalue_max_iter .......... 100
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   eigenvalue_stability ......... 1e-06
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   eigenvalue_tol ............... 0.01
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   eigenvalue_verbose ........... False
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   elasticity_enabled ........... False
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   flops_profiler_config ........ {
    "enabled": false, 
    "profile_step": 1, 
    "module_depth": -1, 
    "top_modules": 1, 
    "detailed": true, 
    "output_file": null
}
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   fp16_auto_cast ............... False
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   fp16_enabled ................. True
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   fp16_master_weights_and_gradients  False
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   global_rank .................. 0
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   grad_accum_dtype ............. None
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   gradient_accumulation_steps .. 1
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   gradient_clipping ............ 1.0
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   gradient_predivide_factor .... 1.0
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   initial_dynamic_scale ........ 65536
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   load_universal_checkpoint .... False
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   loss_scale ................... 0
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   memory_breakdown ............. False
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   monitor_config ............... <deepspeed.monitor.config.DeepSpeedMonitorConfig object at 0x7f210c7c2130>
[2022-12-20 21:36:20,095] [INFO] [config.py:1024: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
}
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   optimizer_legacy_fusion ...... False
[2022-12-20 21:36:20,095] [INFO] [config.py:1024:print]   optimizer_name ............... adamw
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   optimizer_params ............. {'lr': 1e-05, 'betas': [0.9, 0.999], 'eps': 1e-08, 'weight_decay': 0.0}
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   pipeline ..................... {'stages': 'auto', 'partition': 'best', 'seed_layers': False, 'activation_checkpoint_interval': 0}
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   pld_enabled .................. False
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   pld_params ................... False
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   prescale_gradients ........... False
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   scheduler_name ............... WarmupDecayLR
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   scheduler_params ............. {'last_batch_iteration': -1, 'total_num_steps': 20000, 'warmup_min_lr': 0, 'warmup_max_lr': 1e-05, 'warmup_num_steps': 500}
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   sparse_attention ............. None
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   sparse_gradients_enabled ..... False
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   steps_per_print .............. 10
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   train_batch_size ............. 64
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   train_micro_batch_size_per_gpu  64
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   use_node_local_storage ....... False
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   wall_clock_breakdown ......... False
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   world_size ................... 1
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   zero_allow_untested_optimizer  False
[2022-12-20 21:36:20,096] [INFO] [config.py:1024: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
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   zero_enabled ................. True
[2022-12-20 21:36:20,096] [INFO] [config.py:1024:print]   zero_optimization_stage ...... 2
[2022-12-20 21:36:20,097] [INFO] [config.py:1009:print_user_config]   json = {
    "fp16": {
        "enabled": true, 
        "loss_scale": 0, 
        "loss_scale_window": 1000, 
        "initial_scale_power": 16, 
        "hysteresis": 2, 
        "min_loss_scale": 1
    }, 
    "optimizer": {
        "type": "AdamW", 
        "params": {
            "lr": 1e-05, 
            "betas": [0.9, 0.999], 
            "eps": 1e-08, 
            "weight_decay": 0.0
        }
    }, 
    "scheduler": {
        "type": "WarmupDecayLR", 
        "params": {
            "last_batch_iteration": -1, 
            "total_num_steps": 2.000000e+04, 
            "warmup_min_lr": 0, 
            "warmup_max_lr": 1e-05, 
            "warmup_num_steps": 500
        }
    }, 
    "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, 
    "train_batch_size": 64, 
    "train_micro_batch_size_per_gpu": 64
}
Using /home/ubuntu/.cache/torch_extensions/py39_cu117 as PyTorch extensions root...
No modifications detected for re-loaded extension module utils, skipping build step...
Loading extension module utils...
Time to load utils op: 0.0004038810729980469 seconds
[INFO|deepspeed.py:357] 2022-12-20 21:36:20,098 >> Attempting to resume from ./checkpoint-1000
[2022-12-20 21:36:20,098] [INFO] [torch_checkpoint_engine.py:21:load] [Torch] Loading checkpoint from ./checkpoint-1000/global_step1000/mp_rank_00_model_states.pt...
[2022-12-20 21:36:20,573] [INFO] [torch_checkpoint_engine.py:23:load] [Torch] Loaded checkpoint from ./checkpoint-1000/global_step1000/mp_rank_00_model_states.pt.
[2022-12-20 21:36:20,636] [INFO] [torch_checkpoint_engine.py:21:load] [Torch] Loading checkpoint from ./checkpoint-1000/global_step1000/mp_rank_00_model_states.pt...
[2022-12-20 21:36:21,104] [INFO] [torch_checkpoint_engine.py:23:load] [Torch] Loaded checkpoint from ./checkpoint-1000/global_step1000/mp_rank_00_model_states.pt.
[2022-12-20 21:36:21,305] [INFO] [torch_checkpoint_engine.py:21:load] [Torch] Loading checkpoint from ./checkpoint-1000/global_step1000/zero_pp_rank_0_mp_rank_00_optim_states.pt...
[2022-12-20 21:36:24,443] [INFO] [torch_checkpoint_engine.py:23:load] [Torch] Loaded checkpoint from ./checkpoint-1000/global_step1000/zero_pp_rank_0_mp_rank_00_optim_states.pt.
[2022-12-20 21:36:24,443] [INFO] [engine.py:2900:_get_all_zero_checkpoint_state_dicts] successfully read 1 ZeRO state_dicts for rank 0
[2022-12-20 21:36:25,043] [INFO] [engine.py:2840:_load_zero_checkpoint] loading 1 zero partition checkpoints for rank 0
[INFO|trainer.py:1641] 2022-12-20 21:36:25,411 >> ***** Running training *****
[INFO|trainer.py:1642] 2022-12-20 21:36:25,411 >>   Num examples = 1280000
[INFO|trainer.py:1643] 2022-12-20 21:36:25,411 >>   Num Epochs = 9223372036854775807
[INFO|trainer.py:1644] 2022-12-20 21:36:25,412 >>   Instantaneous batch size per device = 64
[INFO|trainer.py:1645] 2022-12-20 21:36:25,412 >>   Total train batch size (w. parallel, distributed & accumulation) = 64
[INFO|trainer.py:1646] 2022-12-20 21:36:25,412 >>   Gradient Accumulation steps = 1
[INFO|trainer.py:1647] 2022-12-20 21:36:25,412 >>   Total optimization steps = 20000
[INFO|trainer.py:1648] 2022-12-20 21:36:25,414 >>   Number of trainable parameters = 763857920
[INFO|trainer.py:1670] 2022-12-20 21:36:25,415 >>   Continuing training from checkpoint, will skip to saved global_step
[INFO|trainer.py:1671] 2022-12-20 21:36:25,415 >>   Continuing training from epoch 0
[INFO|trainer.py:1672] 2022-12-20 21:36:25,415 >>   Continuing training from global step 1000

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{'loss': 0.2279, 'learning_rate': 9.733333333333334e-06, 'epoch': 0.0}

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[2022-12-20 21:41:52,386] [INFO] [logging.py:68:log_dist] [Rank 0] step=1030, skipped=4, lr=[9.730769230769231e-06], mom=[[0.9, 0.999]]
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{'loss': 0.225, 'learning_rate': 9.720512820512822e-06, 'epoch': 0.0}

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  5%|▌         | 1054/20000 [09:24<52:20:19,  9.95s/it][2022-12-20 21:45:59,391] [INFO] [timer.py:197:stop] 0/55, RunningAvgSamplesPerSec=10.961082959694703, CurrSamplesPerSec=10.48883986755017, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1055/20000 [09:33<51:56:36,  9.87s/it][2022-12-20 21:46:09,727] [INFO] [timer.py:197:stop] 0/56, RunningAvgSamplesPerSec=10.962053758055529, CurrSamplesPerSec=11.013753310562, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1056/20000 [09:44<52:40:30, 10.01s/it][2022-12-20 21:46:19,234] [INFO] [timer.py:197:stop] 0/57, RunningAvgSamplesPerSec=10.962943757037676, CurrSamplesPerSec=11.011219253929275, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1057/20000 [09:53<51:52:41,  9.86s/it][2022-12-20 21:46:30,107] [INFO] [timer.py:197:stop] 0/58, RunningAvgSamplesPerSec=10.959462500443932, CurrSamplesPerSec=10.771339774070093, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1058/20000 [10:04<53:28:31, 10.16s/it][2022-12-20 21:46:38,935] [INFO] [timer.py:197:stop] 0/59, RunningAvgSamplesPerSec=10.963397905681754, CurrSamplesPerSec=11.188383956792867, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1059/20000 [10:13<51:21:58,  9.76s/it][2022-12-20 21:46:48,649] [INFO] [logging.py:68:log_dist] [Rank 0] step=1060, skipped=4, lr=[9.715384615384616e-06], mom=[[0.9, 0.999]]
[2022-12-20 21:46:48,650] [INFO] [timer.py:197:stop] 0/60, RunningAvgSamplesPerSec=10.967810356237285, CurrSamplesPerSec=11.225328959267182, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1060/20000 [10:23<51:17:14,  9.75s/it][2022-12-20 21:46:58,190] [INFO] [timer.py:197:stop] 0/61, RunningAvgSamplesPerSec=10.968249581018288, CurrSamplesPerSec=10.993784949751646, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1061/20000 [10:32<50:57:22,  9.69s/it][2022-12-20 21:47:07,293] [INFO] [timer.py:197:stop] 0/62, RunningAvgSamplesPerSec=10.972994189620012, CurrSamplesPerSec=11.26038190472475, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1062/20000 [10:41<50:01:56,  9.51s/it][2022-12-20 21:47:16,332] [INFO] [timer.py:197:stop] 0/63, RunningAvgSamplesPerSec=10.973347705355843, CurrSamplesPerSec=10.994600414626818, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1063/20000 [10:50<49:17:09,  9.37s/it][2022-12-20 21:47:26,024] [INFO] [timer.py:197:stop] 0/64, RunningAvgSamplesPerSec=10.968741887336614, CurrSamplesPerSec=10.694915789061008, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1064/20000 [11:00<49:47:34,  9.47s/it][2022-12-20 21:47:36,789] [INFO] [timer.py:197:stop] 0/65, RunningAvgSamplesPerSec=10.970159080319858, CurrSamplesPerSec=11.058746030510774, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1065/20000 [11:11<51:50:19,  9.86s/it][2022-12-20 21:47:45,599] [INFO] [timer.py:197:stop] 0/66, RunningAvgSamplesPerSec=10.975671560266509, CurrSamplesPerSec=11.33449160140237, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1066/20000 [11:20<50:11:10,  9.54s/it][2022-12-20 21:47:55,532] [INFO] [timer.py:197:stop] 0/67, RunningAvgSamplesPerSec=10.9727291802982, CurrSamplesPerSec=10.787642916384385, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1067/20000 [11:30<50:48:03,  9.66s/it][2022-12-20 21:48:04,710] [INFO] [timer.py:197:stop] 0/68, RunningAvgSamplesPerSec=10.972853527645293, CurrSamplesPerSec=10.980942154932245, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1068/20000 [11:39<50:02:13,  9.51s/it][2022-12-20 21:48:14,109] [INFO] [timer.py:197:stop] 0/69, RunningAvgSamplesPerSec=10.9772580977437, CurrSamplesPerSec=11.275990676441094, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1069/20000 [11:48<49:51:07,  9.48s/it][2022-12-20 21:48:24,092] [INFO] [logging.py:68:log_dist] [Rank 0] step=1070, skipped=4, lr=[9.71025641025641e-06], mom=[[0.9, 0.999]]
[2022-12-20 21:48:24,092] [INFO] [timer.py:197:stop] 0/70, RunningAvgSamplesPerSec=10.973069734238713, CurrSamplesPerSec=10.699548685364967, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1070/20000 [11:58<50:38:37,  9.63s/it][2022-12-20 21:48:34,356] [INFO] [timer.py:197:stop] 0/71, RunningAvgSamplesPerSec=10.972565008850117, CurrSamplesPerSec=10.938352270944524, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1071/20000 [12:08<51:38:20,  9.82s/it][2022-12-20 21:48:43,749] [INFO] [timer.py:197:stop] 0/72, RunningAvgSamplesPerSec=10.971754534471167, CurrSamplesPerSec=10.91611948237426, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1072/20000 [12:18<50:57:39,  9.69s/it][2022-12-20 21:48:52,892] [INFO] [timer.py:197:stop] 0/73, RunningAvgSamplesPerSec=10.971316585077476, CurrSamplesPerSec=10.940746767108259, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1073/20000 [12:27<50:05:32,  9.53s/it][2022-12-20 21:49:05,368] [INFO] [timer.py:197:stop] 0/74, RunningAvgSamplesPerSec=10.974237698647373, CurrSamplesPerSec=11.185689209339984, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1074/20000 [12:39<54:44:17, 10.41s/it][2022-12-20 21:49:15,010] [INFO] [timer.py:197:stop] 0/75, RunningAvgSamplesPerSec=10.976978354005633, CurrSamplesPerSec=11.177968818252495, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1075/20000 [12:49<53:31:17, 10.18s/it]
                                                       
{'loss': 0.2238, 'learning_rate': 9.707692307692308e-06, 'epoch': 0.0}

  5%|▌         | 1075/20000 [12:49<53:31:17, 10.18s/it][2022-12-20 21:49:24,306] [INFO] [timer.py:197:stop] 0/76, RunningAvgSamplesPerSec=10.974179737561768, CurrSamplesPerSec=10.773664726659785, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1076/20000 [12:58<52:07:24,  9.92s/it][2022-12-20 21:49:33,948] [INFO] [timer.py:197:stop] 0/77, RunningAvgSamplesPerSec=10.975204378154606, CurrSamplesPerSec=11.05156243882354, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1077/20000 [13:08<51:41:20,  9.83s/it][2022-12-20 21:49:45,708] [INFO] [timer.py:197:stop] 0/78, RunningAvgSamplesPerSec=10.971434987007394, CurrSamplesPerSec=10.69592447060872, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1078/20000 [13:20<54:43:25, 10.41s/it][2022-12-20 21:49:55,829] [INFO] [timer.py:197:stop] 0/79, RunningAvgSamplesPerSec=10.970709627961368, CurrSamplesPerSec=10.915861575716082, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1079/20000 [13:30<54:15:44, 10.32s/it][2022-12-20 21:50:05,738] [INFO] [logging.py:68:log_dist] [Rank 0] step=1080, skipped=4, lr=[9.705128205128206e-06], mom=[[0.9, 0.999]]
[2022-12-20 21:50:05,739] [INFO] [timer.py:197:stop] 0/80, RunningAvgSamplesPerSec=10.973316377265848, CurrSamplesPerSec=11.177825457241346, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1080/20000 [13:40<53:36:22, 10.20s/it][2022-12-20 21:50:14,920] [INFO] [timer.py:197:stop] 0/81, RunningAvgSamplesPerSec=10.976483056478248, CurrSamplesPerSec=11.229244788293945, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1081/20000 [13:49<51:59:50,  9.89s/it][2022-12-20 21:50:24,265] [INFO] [timer.py:197:stop] 0/82, RunningAvgSamplesPerSec=10.974374940900496, CurrSamplesPerSec=10.810354403920725, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1082/20000 [13:58<51:07:43,  9.73s/it][2022-12-20 21:50:34,839] [INFO] [timer.py:197:stop] 0/83, RunningAvgSamplesPerSec=10.972079801221765, CurrSamplesPerSec=10.791527823830915, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1083/20000 [14:09<52:27:30,  9.98s/it][2022-12-20 21:50:44,413] [INFO] [timer.py:197:stop] 0/84, RunningAvgSamplesPerSec=10.969424790227606, CurrSamplesPerSec=10.758554064973884, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1084/20000 [14:18<51:48:36,  9.86s/it][2022-12-20 21:50:54,218] [INFO] [timer.py:197:stop] 0/85, RunningAvgSamplesPerSec=10.963981866042603, CurrSamplesPerSec=10.53532458681982, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1085/20000 [14:28<51:43:10,  9.84s/it][2022-12-20 21:51:03,123] [INFO] [timer.py:197:stop] 0/86, RunningAvgSamplesPerSec=10.96465017229688, CurrSamplesPerSec=11.020405049848225, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1086/20000 [14:37<50:14:18,  9.56s/it][2022-12-20 21:51:12,419] [INFO] [timer.py:197:stop] 0/87, RunningAvgSamplesPerSec=10.96275397478424, CurrSamplesPerSec=10.805781231074015, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1087/20000 [14:46<49:48:57,  9.48s/it][2022-12-20 21:51:22,130] [INFO] [timer.py:197:stop] 0/88, RunningAvgSamplesPerSec=10.961746018154034, CurrSamplesPerSec=10.876741907652532, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1088/20000 [14:56<50:10:27,  9.55s/it][2022-12-20 21:51:31,512] [INFO] [timer.py:197:stop] 0/89, RunningAvgSamplesPerSec=10.96345408656967, CurrSamplesPerSec=11.112366372194737, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1089/20000 [15:06<49:54:18,  9.50s/it][2022-12-20 21:51:41,426] [INFO] [logging.py:68:log_dist] [Rank 0] step=1090, skipped=4, lr=[9.7e-06], mom=[[0.9, 0.999]]
[2022-12-20 21:51:41,427] [INFO] [timer.py:197:stop] 0/90, RunningAvgSamplesPerSec=10.96699645856518, CurrSamplesPerSec=11.284199071034571, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1090/20000 [15:16<50:33:21,  9.62s/it][2022-12-20 21:51:50,637] [INFO] [timer.py:197:stop] 0/91, RunningAvgSamplesPerSec=10.968314964372615, CurrSamplesPerSec=11.085598257461802, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1091/20000 [15:25<49:53:58,  9.50s/it][2022-12-20 21:51:59,997] [INFO] [timer.py:197:stop] 0/92, RunningAvgSamplesPerSec=10.967305450344357, CurrSamplesPerSec=10.87819690226307, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1092/20000 [15:34<49:40:33,  9.46s/it][2022-12-20 21:52:09,503] [INFO] [timer.py:197:stop] 0/93, RunningAvgSamplesPerSec=10.967835084977214, CurrSamplesPerSec=11.015712593535525, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1093/20000 [15:44<49:44:54,  9.47s/it][2022-12-20 21:52:19,804] [INFO] [timer.py:197:stop] 0/94, RunningAvgSamplesPerSec=10.96295020123127, CurrSamplesPerSec=10.535930785408768, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1094/20000 [15:54<51:03:04,  9.72s/it][2022-12-20 21:52:29,461] [INFO] [timer.py:197:stop] 0/95, RunningAvgSamplesPerSec=10.962487178237087, CurrSamplesPerSec=10.920055735371864, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1095/20000 [16:04<50:56:55,  9.70s/it][2022-12-20 21:52:38,959] [INFO] [timer.py:197:stop] 0/96, RunningAvgSamplesPerSec=10.960985763198037, CurrSamplesPerSec=10.823129197667335, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1096/20000 [16:13<50:37:29,  9.64s/it][2022-12-20 21:52:48,214] [INFO] [timer.py:197:stop] 0/97, RunningAvgSamplesPerSec=10.960828190537251, CurrSamplesPerSec=10.946036561620614, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1097/20000 [16:22<50:00:50,  9.52s/it][2022-12-20 21:52:57,112] [INFO] [timer.py:197:stop] 0/98, RunningAvgSamplesPerSec=10.962471536605431, CurrSamplesPerSec=11.120868913997946, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1098/20000 [16:31<49:01:25,  9.34s/it][2022-12-20 21:53:06,693] [INFO] [timer.py:197:stop] 0/99, RunningAvgSamplesPerSec=10.958910215980273, CurrSamplesPerSec=10.627471100085796, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  5%|▌         | 1099/20000 [16:41<49:24:19,  9.41s/it][2022-12-20 21:53:18,232] [INFO] [logging.py:68:log_dist] [Rank 0] step=1100, skipped=4, lr=[9.694871794871794e-06], mom=[[0.9, 0.999]]
[2022-12-20 21:53:18,233] [INFO] [timer.py:197:stop] 0/100, RunningAvgSamplesPerSec=10.956627613889694, CurrSamplesPerSec=10.739645212831332, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1100/20000 [16:52<52:45:26, 10.05s/it]
                                                       
{'loss': 0.228, 'learning_rate': 9.694871794871794e-06, 'epoch': 0.01}

  6%|▌         | 1100/20000 [16:52<52:45:26, 10.05s/it][2022-12-20 21:53:28,112] [INFO] [timer.py:197:stop] 0/101, RunningAvgSamplesPerSec=10.95682533829526, CurrSamplesPerSec=10.97623700960764, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1101/20000 [17:02<52:29:14, 10.00s/it][2022-12-20 21:53:38,163] [INFO] [timer.py:197:stop] 0/102, RunningAvgSamplesPerSec=10.961018161336838, CurrSamplesPerSec=11.39261722649415, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1102/20000 [17:12<52:34:04, 10.01s/it][2022-12-20 21:53:48,560] [INFO] [timer.py:197:stop] 0/103, RunningAvgSamplesPerSec=10.960616080360115, CurrSamplesPerSec=10.920556407780738, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1103/20000 [17:23<53:10:06, 10.13s/it][2022-12-20 21:53:58,484] [INFO] [timer.py:197:stop] 0/104, RunningAvgSamplesPerSec=10.960265109616648, CurrSamplesPerSec=10.924932469921842, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1104/20000 [17:33<52:50:30, 10.07s/it][2022-12-20 21:54:07,468] [INFO] [timer.py:197:stop] 0/105, RunningAvgSamplesPerSec=10.96057594072825, CurrSamplesPerSec=10.992373594367995, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1105/20000 [17:42<51:08:01,  9.74s/it][2022-12-20 21:54:16,478] [INFO] [timer.py:197:stop] 0/106, RunningAvgSamplesPerSec=10.96274035035538, CurrSamplesPerSec=11.190348023880484, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1106/20000 [17:51<49:58:39,  9.52s/it][2022-12-20 21:54:25,555] [INFO] [timer.py:197:stop] 0/107, RunningAvgSamplesPerSec=10.961432812316186, CurrSamplesPerSec=10.827130981139241, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1107/20000 [18:00<49:16:30,  9.39s/it][2022-12-20 21:54:36,228] [INFO] [timer.py:197:stop] 0/108, RunningAvgSamplesPerSec=10.958357273267076, CurrSamplesPerSec=10.64475522001952, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1108/20000 [18:10<51:17:40,  9.77s/it][2022-12-20 21:54:45,222] [INFO] [timer.py:197:stop] 0/109, RunningAvgSamplesPerSec=10.96114555916928, CurrSamplesPerSec=11.264973627118948, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1109/20000 [18:19<50:03:39,  9.54s/it][2022-12-20 21:54:56,532] [INFO] [logging.py:68:log_dist] [Rank 0] step=1110, skipped=4, lr=[9.689743589743592e-06], mom=[[0.9, 0.999]]
[2022-12-20 21:54:56,533] [INFO] [timer.py:197:stop] 0/110, RunningAvgSamplesPerSec=10.959790526620745, CurrSamplesPerSec=10.816712530884406, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1110/20000 [18:31<52:50:45, 10.07s/it][2022-12-20 21:55:05,682] [INFO] [timer.py:197:stop] 0/111, RunningAvgSamplesPerSec=10.96134646464526, CurrSamplesPerSec=11.132028616814566, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1111/20000 [18:40<51:23:34,  9.79s/it][2022-12-20 21:55:17,029] [INFO] [timer.py:197:stop] 0/112, RunningAvgSamplesPerSec=10.960124120098715, CurrSamplesPerSec=10.828503278174693, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1112/20000 [18:51<53:49:53, 10.26s/it][2022-12-20 21:55:26,136] [INFO] [timer.py:197:stop] 0/113, RunningAvgSamplesPerSec=10.960319965494142, CurrSamplesPerSec=10.981905772557052, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1113/20000 [19:00<52:00:49,  9.91s/it][2022-12-20 21:55:35,135] [INFO] [timer.py:197:stop] 0/114, RunningAvgSamplesPerSec=10.960792788888332, CurrSamplesPerSec=11.013530986152766, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1114/20000 [19:09<50:34:16,  9.64s/it][2022-12-20 21:55:44,657] [INFO] [timer.py:197:stop] 0/115, RunningAvgSamplesPerSec=10.960982160826143, CurrSamplesPerSec=10.98223330628504, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1115/20000 [19:19<50:23:02,  9.60s/it][2022-12-20 21:55:53,837] [INFO] [timer.py:197:stop] 0/116, RunningAvgSamplesPerSec=10.957535033860784, CurrSamplesPerSec=10.581495668723099, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1116/20000 [19:28<49:42:45,  9.48s/it][2022-12-20 21:56:03,245] [INFO] [timer.py:197:stop] 0/117, RunningAvgSamplesPerSec=10.957575713070499, CurrSamplesPerSec=10.962215123678005, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1117/20000 [19:37<49:36:03,  9.46s/it][2022-12-20 21:56:12,662] [INFO] [timer.py:197:stop] 0/118, RunningAvgSamplesPerSec=10.959031884806931, CurrSamplesPerSec=11.129113164980328, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1118/20000 [19:47<49:32:13,  9.44s/it][2022-12-20 21:56:21,843] [INFO] [timer.py:197:stop] 0/119, RunningAvgSamplesPerSec=10.957934071874625, CurrSamplesPerSec=10.832063175353387, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1119/20000 [19:56<49:07:10,  9.37s/it][2022-12-20 21:56:32,544] [INFO] [logging.py:68:log_dist] [Rank 0] step=1120, skipped=4, lr=[9.684615384615386e-06], mom=[[0.9, 0.999]]
[2022-12-20 21:56:32,545] [INFO] [timer.py:197:stop] 0/120, RunningAvgSamplesPerSec=10.961136829921344, CurrSamplesPerSec=11.349240832269764, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1120/20000 [20:07<51:13:07,  9.77s/it][2022-12-20 21:56:42,912] [INFO] [timer.py:197:stop] 0/121, RunningAvgSamplesPerSec=10.964862760493398, CurrSamplesPerSec=11.423050279251157, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1121/20000 [20:17<52:09:42,  9.95s/it][2022-12-20 21:56:53,343] [INFO] [timer.py:197:stop] 0/122, RunningAvgSamplesPerSec=10.963174319207514, CurrSamplesPerSec=10.765895756820111, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1122/20000 [20:27<52:55:21, 10.09s/it][2022-12-20 21:57:02,753] [INFO] [timer.py:197:stop] 0/123, RunningAvgSamplesPerSec=10.963854087827771, CurrSamplesPerSec=11.046042911582756, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1123/20000 [20:37<51:50:39,  9.89s/it][2022-12-20 21:57:11,687] [INFO] [timer.py:197:stop] 0/124, RunningAvgSamplesPerSec=10.966243802261847, CurrSamplesPerSec=11.26329660252121, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1124/20000 [20:46<50:20:35,  9.60s/it][2022-12-20 21:57:20,728] [INFO] [timer.py:197:stop] 0/125, RunningAvgSamplesPerSec=10.965883179745132, CurrSamplesPerSec=10.922064477646192, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1125/20000 [20:55<49:27:28,  9.43s/it]
                                                       
{'loss': 0.2261, 'learning_rate': 9.682051282051283e-06, 'epoch': 0.01}

  6%|▌         | 1125/20000 [20:55<49:27:28,  9.43s/it][2022-12-20 21:57:31,198] [INFO] [timer.py:197:stop] 0/126, RunningAvgSamplesPerSec=10.966074306819722, CurrSamplesPerSec=10.989633853623491, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1126/20000 [21:05<51:05:14,  9.74s/it][2022-12-20 21:57:40,261] [INFO] [timer.py:197:stop] 0/127, RunningAvgSamplesPerSec=10.965516055486276, CurrSamplesPerSec=10.896730621025517, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1127/20000 [21:14<50:00:48,  9.54s/it][2022-12-20 21:57:51,656] [INFO] [timer.py:197:stop] 0/128, RunningAvgSamplesPerSec=10.96480266979374, CurrSamplesPerSec=10.876354533021543, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1128/20000 [21:26<52:55:37, 10.10s/it][2022-12-20 21:58:01,202] [INFO] [timer.py:197:stop] 0/129, RunningAvgSamplesPerSec=10.96530997678067, CurrSamplesPerSec=11.02960845048964, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1129/20000 [21:35<52:03:31,  9.93s/it][2022-12-20 21:58:12,020] [INFO] [logging.py:68:log_dist] [Rank 0] step=1130, skipped=4, lr=[9.67948717948718e-06], mom=[[0.9, 0.999]]
[2022-12-20 21:58:12,020] [INFO] [timer.py:197:stop] 0/130, RunningAvgSamplesPerSec=10.96834458785567, CurrSamplesPerSec=11.367889581045269, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1130/20000 [21:46<53:27:04, 10.20s/it][2022-12-20 21:58:21,948] [INFO] [timer.py:197:stop] 0/131, RunningAvgSamplesPerSec=10.967810551072006, CurrSamplesPerSec=10.899880523203121, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1131/20000 [21:56<53:01:29, 10.12s/it][2022-12-20 21:58:31,505] [INFO] [timer.py:197:stop] 0/132, RunningAvgSamplesPerSec=10.966046716133455, CurrSamplesPerSec=10.743172283074815, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1132/20000 [22:06<52:08:30,  9.95s/it][2022-12-20 21:58:40,994] [INFO] [timer.py:197:stop] 0/133, RunningAvgSamplesPerSec=10.963538769958655, CurrSamplesPerSec=10.646991636512437, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1133/20000 [22:15<51:24:59,  9.81s/it][2022-12-20 21:58:50,834] [INFO] [timer.py:197:stop] 0/134, RunningAvgSamplesPerSec=10.965114888110323, CurrSamplesPerSec=11.175579637885773, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1134/20000 [22:25<51:27:36,  9.82s/it][2022-12-20 21:58:59,840] [INFO] [timer.py:197:stop] 0/135, RunningAvgSamplesPerSec=10.96392745136894, CurrSamplesPerSec=10.80941151494832, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1135/20000 [22:34<50:10:39,  9.58s/it][2022-12-20 21:59:09,456] [INFO] [timer.py:197:stop] 0/136, RunningAvgSamplesPerSec=10.960566150125558, CurrSamplesPerSec=10.531159168980025, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1136/20000 [22:44<50:14:25,  9.59s/it][2022-12-20 21:59:19,444] [INFO] [timer.py:197:stop] 0/137, RunningAvgSamplesPerSec=10.961088947961928, CurrSamplesPerSec=11.031597860136253, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1137/20000 [22:54<50:51:57,  9.71s/it][2022-12-20 21:59:29,006] [INFO] [timer.py:197:stop] 0/138, RunningAvgSamplesPerSec=10.95893995407755, CurrSamplesPerSec=10.67636183488419, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1138/20000 [23:03<50:37:58,  9.66s/it][2022-12-20 21:59:38,473] [INFO] [timer.py:197:stop] 0/139, RunningAvgSamplesPerSec=10.958904855209461, CurrSamplesPerSec=10.95413350272183, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1139/20000 [23:13<50:19:16,  9.60s/it][2022-12-20 21:59:47,435] [INFO] [logging.py:68:log_dist] [Rank 0] step=1140, skipped=4, lr=[9.674358974358976e-06], mom=[[0.9, 0.999]]
[2022-12-20 21:59:47,436] [INFO] [timer.py:197:stop] 0/140, RunningAvgSamplesPerSec=10.95911606599684, CurrSamplesPerSec=10.98812910754488, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1140/20000 [23:22<49:18:35,  9.41s/it][2022-12-20 21:59:57,480] [INFO] [timer.py:197:stop] 0/141, RunningAvgSamplesPerSec=10.96139284688534, CurrSamplesPerSec=11.284929621861016, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1141/20000 [23:32<50:18:02,  9.60s/it][2022-12-20 22:00:08,213] [INFO] [timer.py:197:stop] 0/142, RunningAvgSamplesPerSec=10.960800113570576, CurrSamplesPerSec=10.879029258372727, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1142/20000 [23:42<52:04:28,  9.94s/it][2022-12-20 22:00:18,432] [INFO] [timer.py:197:stop] 0/143, RunningAvgSamplesPerSec=10.962478791028502, CurrSamplesPerSec=11.202679874623348, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1143/20000 [23:53<52:30:32, 10.02s/it][2022-12-20 22:00:27,424] [INFO] [timer.py:197:stop] 0/144, RunningAvgSamplesPerSec=10.964424921430702, CurrSamplesPerSec=11.245924299370701, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1144/20000 [24:01<50:53:00,  9.71s/it][2022-12-20 22:00:37,017] [INFO] [timer.py:197:stop] 0/145, RunningAvgSamplesPerSec=10.96292131494012, CurrSamplesPerSec=10.753516253831986, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1145/20000 [24:11<50:41:21,  9.68s/it][2022-12-20 22:00:47,214] [INFO] [timer.py:197:stop] 0/146, RunningAvgSamplesPerSec=10.964130781076303, CurrSamplesPerSec=11.13987611969187, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1146/20000 [24:21<51:30:07,  9.83s/it][2022-12-20 22:00:59,482] [INFO] [timer.py:197:stop] 0/147, RunningAvgSamplesPerSec=10.963537180946304, CurrSamplesPerSec=10.878724604785463, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1147/20000 [24:34<55:19:25, 10.56s/it][2022-12-20 22:01:08,436] [INFO] [timer.py:197:stop] 0/148, RunningAvgSamplesPerSec=10.965099338101185, CurrSamplesPerSec=11.19642369062211, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1148/20000 [24:43<52:47:31, 10.08s/it][2022-12-20 22:01:18,183] [INFO] [timer.py:197:stop] 0/149, RunningAvgSamplesPerSec=10.96274824388495, CurrSamplesPerSec=10.629979338033799, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1149/20000 [24:52<52:15:48,  9.98s/it][2022-12-20 22:01:27,358] [INFO] [logging.py:68:log_dist] [Rank 0] step=1150, skipped=4, lr=[9.66923076923077e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:01:27,359] [INFO] [timer.py:197:stop] 0/150, RunningAvgSamplesPerSec=10.96137852189125, CurrSamplesPerSec=10.763685507565242, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1150/20000 [25:01<50:59:46,  9.74s/it]
                                                       
{'loss': 0.196, 'learning_rate': 9.66923076923077e-06, 'epoch': 0.01}

  6%|▌         | 1150/20000 [25:01<50:59:46,  9.74s/it][2022-12-20 22:01:36,323] [INFO] [timer.py:197:stop] 0/151, RunningAvgSamplesPerSec=10.962583982075428, CurrSamplesPerSec=11.143963860132832, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1151/20000 [25:10<49:46:32,  9.51s/it][2022-12-20 22:01:47,185] [INFO] [timer.py:197:stop] 0/152, RunningAvgSamplesPerSec=10.963441589685425, CurrSamplesPerSec=11.092742292233911, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1152/20000 [25:21<51:54:09,  9.91s/it][2022-12-20 22:01:58,804] [INFO] [timer.py:197:stop] 0/153, RunningAvgSamplesPerSec=10.964033582922488, CurrSamplesPerSec=11.053562507710529, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1153/20000 [25:33<54:34:41, 10.43s/it][2022-12-20 22:02:09,227] [INFO] [timer.py:197:stop] 0/154, RunningAvgSamplesPerSec=10.96207226031034, CurrSamplesPerSec=10.6737535694596, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1154/20000 [25:43<54:34:16, 10.42s/it][2022-12-20 22:02:18,223] [INFO] [timer.py:197:stop] 0/155, RunningAvgSamplesPerSec=10.96240603284671, CurrSamplesPerSec=11.013376900720752, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1155/20000 [25:52<52:19:35, 10.00s/it][2022-12-20 22:02:28,573] [INFO] [timer.py:197:stop] 0/156, RunningAvgSamplesPerSec=10.96174954762166, CurrSamplesPerSec=10.862225207635735, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1156/20000 [26:03<52:52:42, 10.10s/it][2022-12-20 22:02:38,182] [INFO] [timer.py:197:stop] 0/157, RunningAvgSamplesPerSec=10.963675032958735, CurrSamplesPerSec=11.268497572450668, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1157/20000 [26:12<52:06:06,  9.95s/it][2022-12-20 22:02:47,298] [INFO] [timer.py:197:stop] 0/158, RunningAvgSamplesPerSec=10.964305380427128, CurrSamplesPerSec=11.062893432455965, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1158/20000 [26:21<50:47:00,  9.70s/it][2022-12-20 22:02:56,735] [INFO] [timer.py:197:stop] 0/159, RunningAvgSamplesPerSec=10.961574219283772, CurrSamplesPerSec=10.551552225485976, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1159/20000 [26:31<50:21:47,  9.62s/it][2022-12-20 22:03:07,743] [INFO] [logging.py:68:log_dist] [Rank 0] step=1160, skipped=4, lr=[9.664102564102565e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:03:07,744] [INFO] [timer.py:197:stop] 0/160, RunningAvgSamplesPerSec=10.96068023436614, CurrSamplesPerSec=10.822110344014604, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1160/20000 [26:42<52:32:10, 10.04s/it][2022-12-20 22:03:16,890] [INFO] [timer.py:197:stop] 0/161, RunningAvgSamplesPerSec=10.960716860165318, CurrSamplesPerSec=10.966506812675705, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1161/20000 [26:51<51:07:56,  9.77s/it][2022-12-20 22:03:25,810] [INFO] [timer.py:197:stop] 0/162, RunningAvgSamplesPerSec=10.962345195371654, CurrSamplesPerSec=11.227553495007431, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1162/20000 [27:00<49:47:33,  9.52s/it][2022-12-20 22:03:37,238] [INFO] [timer.py:197:stop] 0/163, RunningAvgSamplesPerSec=10.963658147152179, CurrSamplesPerSec=11.177860366239775, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1163/20000 [27:11<52:47:35, 10.09s/it][2022-12-20 22:03:47,763] [INFO] [timer.py:197:stop] 0/164, RunningAvgSamplesPerSec=10.963917139788613, CurrSamplesPerSec=11.005775136777073, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1164/20000 [27:22<53:28:24, 10.22s/it][2022-12-20 22:03:56,417] [INFO] [timer.py:197:stop] 0/165, RunningAvgSamplesPerSec=10.965758009127342, CurrSamplesPerSec=11.272368791252722, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1165/20000 [27:30<51:00:48,  9.75s/it][2022-12-20 22:04:05,599] [INFO] [timer.py:197:stop] 0/166, RunningAvgSamplesPerSec=10.967020744974695, CurrSamplesPerSec=11.176808072087052, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1166/20000 [27:40<50:07:04,  9.58s/it][2022-12-20 22:04:14,799] [INFO] [timer.py:197:stop] 0/167, RunningAvgSamplesPerSec=10.967315446713123, CurrSamplesPerSec=11.015861771657477, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1167/20000 [27:49<49:31:11,  9.47s/it][2022-12-20 22:04:24,263] [INFO] [timer.py:197:stop] 0/168, RunningAvgSamplesPerSec=10.96707452033186, CurrSamplesPerSec=10.927466107957734, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1168/20000 [27:58<49:30:51,  9.47s/it][2022-12-20 22:04:33,474] [INFO] [timer.py:197:stop] 0/169, RunningAvgSamplesPerSec=10.964846103649926, CurrSamplesPerSec=10.607071753763828, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1169/20000 [28:08<49:06:47,  9.39s/it][2022-12-20 22:04:42,629] [INFO] [logging.py:68:log_dist] [Rank 0] step=1170, skipped=4, lr=[9.65897435897436e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:04:42,629] [INFO] [timer.py:197:stop] 0/170, RunningAvgSamplesPerSec=10.963457739774288, CurrSamplesPerSec=10.736430917812799, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1170/20000 [28:17<48:44:31,  9.32s/it][2022-12-20 22:04:52,711] [INFO] [timer.py:197:stop] 0/171, RunningAvgSamplesPerSec=10.962586976827989, CurrSamplesPerSec=10.818236525054612, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1171/20000 [28:27<49:56:11,  9.55s/it][2022-12-20 22:05:02,079] [INFO] [timer.py:197:stop] 0/172, RunningAvgSamplesPerSec=10.961086566932105, CurrSamplesPerSec=10.713283782825402, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1172/20000 [28:36<49:39:09,  9.49s/it][2022-12-20 22:05:11,625] [INFO] [timer.py:197:stop] 0/173, RunningAvgSamplesPerSec=10.960694258453554, CurrSamplesPerSec=10.894407523973054, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1173/20000 [28:46<49:44:00,  9.51s/it][2022-12-20 22:05:21,156] [INFO] [timer.py:197:stop] 0/174, RunningAvgSamplesPerSec=10.958351384405473, CurrSamplesPerSec=10.571929900979228, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1174/20000 [28:55<49:45:46,  9.52s/it][2022-12-20 22:05:31,350] [INFO] [timer.py:197:stop] 0/175, RunningAvgSamplesPerSec=10.958197393222273, CurrSamplesPerSec=10.93177514484216, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1175/20000 [29:05<50:49:27,  9.72s/it]
                                                       
{'loss': 0.1962, 'learning_rate': 9.656410256410257e-06, 'epoch': 0.01}

  6%|▌         | 1175/20000 [29:05<50:49:27,  9.72s/it][2022-12-20 22:05:41,668] [INFO] [timer.py:197:stop] 0/176, RunningAvgSamplesPerSec=10.958002238107232, CurrSamplesPerSec=10.924344702199333, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1176/20000 [29:16<51:45:35,  9.90s/it][2022-12-20 22:05:50,865] [INFO] [timer.py:197:stop] 0/177, RunningAvgSamplesPerSec=10.958003419911336, CurrSamplesPerSec=10.958209057706659, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1177/20000 [29:25<50:39:21,  9.69s/it][2022-12-20 22:06:00,542] [INFO] [timer.py:197:stop] 0/178, RunningAvgSamplesPerSec=10.958755253436358, CurrSamplesPerSec=11.091934204262971, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1178/20000 [29:35<50:38:11,  9.69s/it][2022-12-20 22:06:10,435] [INFO] [timer.py:197:stop] 0/179, RunningAvgSamplesPerSec=10.960115977066778, CurrSamplesPerSec=11.204984307163022, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1179/20000 [29:45<50:57:35,  9.75s/it][2022-12-20 22:06:20,466] [INFO] [logging.py:68:log_dist] [Rank 0] step=1180, skipped=4, lr=[9.653846153846155e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:06:20,467] [INFO] [timer.py:197:stop] 0/180, RunningAvgSamplesPerSec=10.95681954965435, CurrSamplesPerSec=10.403009746611659, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1180/20000 [29:55<51:24:10,  9.83s/it][2022-12-20 22:06:30,296] [INFO] [timer.py:197:stop] 0/181, RunningAvgSamplesPerSec=10.955680611765045, CurrSamplesPerSec=10.756653287408543, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1181/20000 [30:04<51:23:42,  9.83s/it][2022-12-20 22:06:39,599] [INFO] [timer.py:197:stop] 0/182, RunningAvgSamplesPerSec=10.95576173377671, CurrSamplesPerSec=10.97030195323231, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1182/20000 [30:14<50:33:43,  9.67s/it][2022-12-20 22:06:48,951] [INFO] [timer.py:197:stop] 0/183, RunningAvgSamplesPerSec=10.956255469849962, CurrSamplesPerSec=11.045858825329319, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1183/20000 [30:23<50:03:23,  9.58s/it][2022-12-20 22:06:58,268] [INFO] [timer.py:197:stop] 0/184, RunningAvgSamplesPerSec=10.955947323073394, CurrSamplesPerSec=10.900456808503053, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1184/20000 [30:32<49:38:51,  9.50s/it][2022-12-20 22:07:07,591] [INFO] [timer.py:197:stop] 0/185, RunningAvgSamplesPerSec=10.955847175464434, CurrSamplesPerSec=10.937650749733155, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1185/20000 [30:42<49:22:10,  9.45s/it][2022-12-20 22:07:17,458] [INFO] [timer.py:197:stop] 0/186, RunningAvgSamplesPerSec=10.95495370644178, CurrSamplesPerSec=10.793866274825477, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1186/20000 [30:52<50:01:34,  9.57s/it][2022-12-20 22:07:26,856] [INFO] [timer.py:197:stop] 0/187, RunningAvgSamplesPerSec=10.953324949866952, CurrSamplesPerSec=10.66165735576254, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1187/20000 [31:01<49:45:02,  9.52s/it][2022-12-20 22:07:36,418] [INFO] [timer.py:197:stop] 0/188, RunningAvgSamplesPerSec=10.95350444830771, CurrSamplesPerSec=10.98681318618351, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1188/20000 [31:10<49:48:52,  9.53s/it][2022-12-20 22:07:46,207] [INFO] [timer.py:197:stop] 0/189, RunningAvgSamplesPerSec=10.951814192145704, CurrSamplesPerSec=10.646245496963285, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1189/20000 [31:20<50:12:41,  9.61s/it][2022-12-20 22:07:55,728] [INFO] [logging.py:68:log_dist] [Rank 0] step=1190, skipped=4, lr=[9.64871794871795e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:07:55,728] [INFO] [timer.py:197:stop] 0/190, RunningAvgSamplesPerSec=10.951505300202943, CurrSamplesPerSec=10.894047185528999, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1190/20000 [31:30<50:04:16,  9.58s/it][2022-12-20 22:08:04,864] [INFO] [timer.py:197:stop] 0/191, RunningAvgSamplesPerSec=10.951350335507652, CurrSamplesPerSec=10.92229467933567, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1191/20000 [31:39<49:22:05,  9.45s/it][2022-12-20 22:08:15,089] [INFO] [timer.py:197:stop] 0/192, RunningAvgSamplesPerSec=10.951374952729637, CurrSamplesPerSec=10.956029595657546, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1192/20000 [31:49<50:34:53,  9.68s/it][2022-12-20 22:08:24,510] [INFO] [timer.py:197:stop] 0/193, RunningAvgSamplesPerSec=10.949724697132915, CurrSamplesPerSec=10.644949396772024, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1193/20000 [31:59<50:10:10,  9.60s/it][2022-12-20 22:08:33,710] [INFO] [timer.py:197:stop] 0/194, RunningAvgSamplesPerSec=10.949167341954906, CurrSamplesPerSec=10.843742873877225, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1194/20000 [32:08<49:32:10,  9.48s/it][2022-12-20 22:08:45,035] [INFO] [timer.py:197:stop] 0/195, RunningAvgSamplesPerSec=10.95038517544173, CurrSamplesPerSec=11.189338152616669, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1195/20000 [32:19<52:25:13, 10.04s/it][2022-12-20 22:08:54,536] [INFO] [timer.py:197:stop] 0/196, RunningAvgSamplesPerSec=10.951476702322088, CurrSamplesPerSec=11.166295088360982, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1196/20000 [32:29<51:34:48,  9.87s/it][2022-12-20 22:09:03,718] [INFO] [timer.py:197:stop] 0/197, RunningAvgSamplesPerSec=10.952302243772484, CurrSamplesPerSec=11.114846413442848, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1197/20000 [32:38<50:29:25,  9.67s/it][2022-12-20 22:09:13,057] [INFO] [timer.py:197:stop] 0/198, RunningAvgSamplesPerSec=10.952065010718119, CurrSamplesPerSec=10.90600013642888, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1198/20000 [32:47<49:58:27,  9.57s/it][2022-12-20 22:09:23,428] [INFO] [timer.py:197:stop] 0/199, RunningAvgSamplesPerSec=10.953687669188435, CurrSamplesPerSec=11.281289191943602, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1199/20000 [32:58<51:13:44,  9.81s/it][2022-12-20 22:09:32,749] [INFO] [logging.py:68:log_dist] [Rank 0] step=1200, skipped=4, lr=[9.643589743589743e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:09:32,750] [INFO] [timer.py:197:stop] 0/200, RunningAvgSamplesPerSec=10.953661066286248, CurrSamplesPerSec=10.948422813515764, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1200/20000 [33:07<50:27:43,  9.66s/it]
                                                       
{'loss': 0.1931, 'learning_rate': 9.643589743589743e-06, 'epoch': 0.01}

  6%|▌         | 1200/20000 [33:07<50:27:43,  9.66s/it][2022-12-20 22:09:42,159] [INFO] [timer.py:197:stop] 0/201, RunningAvgSamplesPerSec=10.955028638203181, CurrSamplesPerSec=11.232705988944694, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1201/20000 [33:16<50:03:46,  9.59s/it][2022-12-20 22:09:51,932] [INFO] [timer.py:197:stop] 0/202, RunningAvgSamplesPerSec=10.95360361270228, CurrSamplesPerSec=10.677214976897066, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1202/20000 [33:26<50:21:06,  9.64s/it][2022-12-20 22:10:01,204] [INFO] [timer.py:197:stop] 0/203, RunningAvgSamplesPerSec=10.954104411637088, CurrSamplesPerSec=11.055193133506773, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1203/20000 [33:35<49:45:59,  9.53s/it][2022-12-20 22:10:10,272] [INFO] [timer.py:197:stop] 0/204, RunningAvgSamplesPerSec=10.95461566288652, CurrSamplesPerSec=11.058355150170877, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1204/20000 [33:44<49:02:23,  9.39s/it][2022-12-20 22:10:20,213] [INFO] [timer.py:197:stop] 0/205, RunningAvgSamplesPerSec=10.953483238046916, CurrSamplesPerSec=10.72943553995827, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1205/20000 [33:54<49:53:43,  9.56s/it][2022-12-20 22:10:31,276] [INFO] [timer.py:197:stop] 0/206, RunningAvgSamplesPerSec=10.953066261184722, CurrSamplesPerSec=10.869072269054826, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1206/20000 [34:05<52:15:03, 10.01s/it][2022-12-20 22:10:40,601] [INFO] [timer.py:197:stop] 0/207, RunningAvgSamplesPerSec=10.952676004977478, CurrSamplesPerSec=10.873641040223715, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1207/20000 [34:15<51:10:41,  9.80s/it][2022-12-20 22:10:51,043] [INFO] [timer.py:197:stop] 0/208, RunningAvgSamplesPerSec=10.951994455566794, CurrSamplesPerSec=10.814045267077075, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1208/20000 [34:25<52:10:29, 10.00s/it][2022-12-20 22:11:00,271] [INFO] [timer.py:197:stop] 0/209, RunningAvgSamplesPerSec=10.952788153876135, CurrSamplesPerSec=11.118779938869698, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1209/20000 [34:34<50:58:15,  9.77s/it][2022-12-20 22:11:09,308] [INFO] [logging.py:68:log_dist] [Rank 0] step=1210, skipped=4, lr=[9.638461538461539e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:11:09,309] [INFO] [timer.py:197:stop] 0/210, RunningAvgSamplesPerSec=10.953194630236494, CurrSamplesPerSec=11.037989765631599, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1210/20000 [34:43<49:49:43,  9.55s/it][2022-12-20 22:11:18,637] [INFO] [timer.py:197:stop] 0/211, RunningAvgSamplesPerSec=10.95294513120987, CurrSamplesPerSec=10.901295230947792, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1211/20000 [34:53<49:29:00,  9.48s/it][2022-12-20 22:11:27,706] [INFO] [timer.py:197:stop] 0/212, RunningAvgSamplesPerSec=10.951826871245139, CurrSamplesPerSec=10.723016799517575, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1212/20000 [35:02<48:50:13,  9.36s/it][2022-12-20 22:11:37,659] [INFO] [timer.py:197:stop] 0/213, RunningAvgSamplesPerSec=10.952008862071683, CurrSamplesPerSec=10.99036140780053, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1213/20000 [35:12<49:45:56,  9.54s/it][2022-12-20 22:11:47,809] [INFO] [timer.py:197:stop] 0/214, RunningAvgSamplesPerSec=10.951619359571477, CurrSamplesPerSec=10.870049364724675, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1214/20000 [35:22<50:43:27,  9.72s/it][2022-12-20 22:11:58,716] [INFO] [timer.py:197:stop] 0/215, RunningAvgSamplesPerSec=10.95214571896556, CurrSamplesPerSec=11.06488802711776, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1215/20000 [35:33<52:34:45, 10.08s/it][2022-12-20 22:12:08,990] [INFO] [timer.py:197:stop] 0/216, RunningAvgSamplesPerSec=10.953546732606616, CurrSamplesPerSec=11.260360648895348, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1216/20000 [35:43<52:53:05, 10.14s/it][2022-12-20 22:12:19,551] [INFO] [timer.py:197:stop] 0/217, RunningAvgSamplesPerSec=10.953902886324016, CurrSamplesPerSec=11.03065632529925, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1217/20000 [35:54<53:32:52, 10.26s/it][2022-12-20 22:12:28,444] [INFO] [timer.py:197:stop] 0/218, RunningAvgSamplesPerSec=10.954453613915426, CurrSamplesPerSec=11.074159967389173, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1218/20000 [36:03<51:24:01,  9.85s/it][2022-12-20 22:12:37,424] [INFO] [timer.py:197:stop] 0/219, RunningAvgSamplesPerSec=10.954812141368363, CurrSamplesPerSec=11.03280799333976, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1219/20000 [36:11<50:01:59,  9.59s/it][2022-12-20 22:12:47,146] [INFO] [logging.py:68:log_dist] [Rank 0] step=1220, skipped=4, lr=[9.633333333333335e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:12:47,147] [INFO] [timer.py:197:stop] 0/220, RunningAvgSamplesPerSec=10.954184964351816, CurrSamplesPerSec=10.819765309819978, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1220/20000 [36:21<50:14:15,  9.63s/it][2022-12-20 22:12:56,256] [INFO] [timer.py:197:stop] 0/221, RunningAvgSamplesPerSec=10.953359633928013, CurrSamplesPerSec=10.776358395535098, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1221/20000 [36:30<49:25:08,  9.47s/it][2022-12-20 22:13:05,124] [INFO] [timer.py:197:stop] 0/222, RunningAvgSamplesPerSec=10.954099621583046, CurrSamplesPerSec=11.118601709859808, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1222/20000 [36:39<48:28:09,  9.29s/it][2022-12-20 22:13:14,540] [INFO] [timer.py:197:stop] 0/223, RunningAvgSamplesPerSec=10.95409557384368, CurrSamplesPerSec=10.953205143898924, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1223/20000 [36:49<48:39:35,  9.33s/it][2022-12-20 22:13:23,977] [INFO] [timer.py:197:stop] 0/224, RunningAvgSamplesPerSec=10.954547261340567, CurrSamplesPerSec=11.055292388687004, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1224/20000 [36:58<48:49:32,  9.36s/it][2022-12-20 22:13:33,790] [INFO] [timer.py:197:stop] 0/225, RunningAvgSamplesPerSec=10.95457279980359, CurrSamplesPerSec=10.96024528761495, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1225/20000 [37:08<49:31:47,  9.50s/it]
                                                       
{'loss': 0.1827, 'learning_rate': 9.630769230769232e-06, 'epoch': 0.01}

  6%|▌         | 1225/20000 [37:08<49:31:47,  9.50s/it][2022-12-20 22:13:43,705] [INFO] [timer.py:197:stop] 0/226, RunningAvgSamplesPerSec=10.953749036668002, CurrSamplesPerSec=10.773093122413009, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1226/20000 [37:18<50:10:52,  9.62s/it][2022-12-20 22:13:52,480] [INFO] [timer.py:197:stop] 0/227, RunningAvgSamplesPerSec=10.954541726471692, CurrSamplesPerSec=11.13504305568939, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1227/20000 [37:27<48:51:10,  9.37s/it][2022-12-20 22:14:01,934] [INFO] [timer.py:197:stop] 0/228, RunningAvgSamplesPerSec=10.953542604641624, CurrSamplesPerSec=10.73328077492688, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1228/20000 [37:36<48:59:00,  9.39s/it][2022-12-20 22:14:12,404] [INFO] [timer.py:197:stop] 0/229, RunningAvgSamplesPerSec=10.954683146463026, CurrSamplesPerSec=11.218685018635227, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1229/20000 [37:46<50:39:53,  9.72s/it][2022-12-20 22:14:21,534] [INFO] [logging.py:68:log_dist] [Rank 0] step=1230, skipped=4, lr=[9.628205128205129e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:14:21,535] [INFO] [timer.py:197:stop] 0/230, RunningAvgSamplesPerSec=10.954766982349549, CurrSamplesPerSec=10.973830992701691, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1230/20000 [37:56<49:44:45,  9.54s/it][2022-12-20 22:14:30,492] [INFO] [timer.py:197:stop] 0/231, RunningAvgSamplesPerSec=10.95524832365468, CurrSamplesPerSec=11.066109581156493, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1231/20000 [38:05<48:49:47,  9.37s/it][2022-12-20 22:14:40,878] [INFO] [timer.py:197:stop] 0/232, RunningAvgSamplesPerSec=10.954947640306134, CurrSamplesPerSec=10.886523108723548, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1232/20000 [38:15<50:25:19,  9.67s/it][2022-12-20 22:14:50,218] [INFO] [timer.py:197:stop] 0/233, RunningAvgSamplesPerSec=10.955415153672684, CurrSamplesPerSec=11.064013764387088, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1233/20000 [38:24<49:54:03,  9.57s/it][2022-12-20 22:14:59,833] [INFO] [timer.py:197:stop] 0/234, RunningAvgSamplesPerSec=10.95512927089932, CurrSamplesPerSec=10.889487758652024, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1234/20000 [38:34<49:57:55,  9.59s/it][2022-12-20 22:15:09,420] [INFO] [timer.py:197:stop] 0/235, RunningAvgSamplesPerSec=10.953755649339424, CurrSamplesPerSec=10.644122506232868, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1235/20000 [38:43<49:57:53,  9.59s/it][2022-12-20 22:15:19,612] [INFO] [timer.py:197:stop] 0/236, RunningAvgSamplesPerSec=10.954183323428728, CurrSamplesPerSec=11.054750149316193, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1236/20000 [38:54<50:54:42,  9.77s/it][2022-12-20 22:15:28,949] [INFO] [timer.py:197:stop] 0/237, RunningAvgSamplesPerSec=10.954488049328077, CurrSamplesPerSec=11.026263110544882, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1237/20000 [39:03<50:14:05,  9.64s/it][2022-12-20 22:15:38,625] [INFO] [timer.py:197:stop] 0/238, RunningAvgSamplesPerSec=10.954776185817193, CurrSamplesPerSec=11.022911199141312, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1238/20000 [39:13<50:17:28,  9.65s/it][2022-12-20 22:15:48,407] [INFO] [timer.py:197:stop] 0/239, RunningAvgSamplesPerSec=10.9539390214624, CurrSamplesPerSec=10.759883154445177, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1239/20000 [39:22<50:29:46,  9.69s/it][2022-12-20 22:15:58,013] [INFO] [logging.py:68:log_dist] [Rank 0] step=1240, skipped=4, lr=[9.623076923076925e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:15:58,014] [INFO] [timer.py:197:stop] 0/240, RunningAvgSamplesPerSec=10.954587404610596, CurrSamplesPerSec=11.110449814862022, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1240/20000 [39:32<50:21:51,  9.66s/it][2022-12-20 22:16:07,311] [INFO] [timer.py:197:stop] 0/241, RunningAvgSamplesPerSec=10.95452861486976, CurrSamplesPerSec=10.940554580246724, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1241/20000 [39:41<49:47:09,  9.55s/it][2022-12-20 22:16:18,695] [INFO] [timer.py:197:stop] 0/242, RunningAvgSamplesPerSec=10.953590490178547, CurrSamplesPerSec=10.733894517107924, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1242/20000 [39:53<52:38:43, 10.10s/it][2022-12-20 22:16:28,228] [INFO] [timer.py:197:stop] 0/243, RunningAvgSamplesPerSec=10.953573243732187, CurrSamplesPerSec=10.949435666632416, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1243/20000 [40:02<51:44:53,  9.93s/it][2022-12-20 22:16:37,935] [INFO] [timer.py:197:stop] 0/244, RunningAvgSamplesPerSec=10.95354392416139, CurrSamplesPerSec=10.946482481763404, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1244/20000 [40:12<51:23:34,  9.86s/it][2022-12-20 22:16:47,516] [INFO] [timer.py:197:stop] 0/245, RunningAvgSamplesPerSec=10.953873748876218, CurrSamplesPerSec=11.034279644471827, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1245/20000 [40:22<50:56:52,  9.78s/it][2022-12-20 22:16:57,499] [INFO] [timer.py:197:stop] 0/246, RunningAvgSamplesPerSec=10.95511550994073, CurrSamplesPerSec=11.26544638492194, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1246/20000 [40:32<51:15:50,  9.84s/it][2022-12-20 22:17:06,804] [INFO] [timer.py:197:stop] 0/247, RunningAvgSamplesPerSec=10.95429673456312, CurrSamplesPerSec=10.758108233755157, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1247/20000 [40:41<50:25:27,  9.68s/it][2022-12-20 22:17:16,326] [INFO] [timer.py:197:stop] 0/248, RunningAvgSamplesPerSec=10.954942873969696, CurrSamplesPerSec=11.115577753776344, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1248/20000 [40:50<50:10:30,  9.63s/it][2022-12-20 22:17:25,537] [INFO] [timer.py:197:stop] 0/249, RunningAvgSamplesPerSec=10.955744412228416, CurrSamplesPerSec=11.156551586354746, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▌         | 1249/20000 [41:00<49:30:46,  9.51s/it][2022-12-20 22:17:35,471] [INFO] [logging.py:68:log_dist] [Rank 0] step=1250, skipped=4, lr=[9.617948717948719e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:17:35,472] [INFO] [timer.py:197:stop] 0/250, RunningAvgSamplesPerSec=10.956127195407882, CurrSamplesPerSec=11.05150101471821, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1250/20000 [41:10<50:10:51,  9.63s/it]
                                                       
{'loss': 0.1815, 'learning_rate': 9.617948717948719e-06, 'epoch': 0.01}

  6%|▋         | 1250/20000 [41:10<50:10:51,  9.63s/it][2022-12-20 22:17:45,232] [INFO] [timer.py:197:stop] 0/251, RunningAvgSamplesPerSec=10.956842786335503, CurrSamplesPerSec=11.137243037601278, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1251/20000 [41:19<50:22:26,  9.67s/it][2022-12-20 22:17:55,028] [INFO] [timer.py:197:stop] 0/252, RunningAvgSamplesPerSec=10.956852320541401, CurrSamplesPerSec=10.959226854365316, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1252/20000 [41:29<50:33:52,  9.71s/it][2022-12-20 22:18:04,057] [INFO] [timer.py:197:stop] 0/253, RunningAvgSamplesPerSec=10.956982937135638, CurrSamplesPerSec=10.989735084520738, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1253/20000 [41:38<49:29:54,  9.51s/it][2022-12-20 22:18:13,527] [INFO] [timer.py:197:stop] 0/254, RunningAvgSamplesPerSec=10.958010095492629, CurrSamplesPerSec=11.222064179053064, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1254/20000 [41:48<49:26:28,  9.49s/it][2022-12-20 22:18:22,820] [INFO] [timer.py:197:stop] 0/255, RunningAvgSamplesPerSec=10.957925827070095, CurrSamplesPerSec=10.936731420758182, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1255/20000 [41:57<49:07:22,  9.43s/it][2022-12-20 22:18:32,165] [INFO] [timer.py:197:stop] 0/256, RunningAvgSamplesPerSec=10.957790346120094, CurrSamplesPerSec=10.923620972258604, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1256/20000 [42:06<48:58:58,  9.41s/it][2022-12-20 22:18:43,201] [INFO] [timer.py:197:stop] 0/257, RunningAvgSamplesPerSec=10.95790971892084, CurrSamplesPerSec=10.988314873028454, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1257/20000 [42:17<51:31:21,  9.90s/it][2022-12-20 22:18:54,410] [INFO] [timer.py:197:stop] 0/258, RunningAvgSamplesPerSec=10.95730522264554, CurrSamplesPerSec=10.805305380431962, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1258/20000 [42:28<53:34:10, 10.29s/it][2022-12-20 22:19:03,428] [INFO] [timer.py:197:stop] 0/259, RunningAvgSamplesPerSec=10.957787657239805, CurrSamplesPerSec=11.08270432636978, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1259/20000 [42:38<51:34:54,  9.91s/it][2022-12-20 22:19:13,324] [INFO] [logging.py:68:log_dist] [Rank 0] step=1260, skipped=4, lr=[9.612820512820513e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:19:13,326] [INFO] [timer.py:197:stop] 0/260, RunningAvgSamplesPerSec=10.957918196291265, CurrSamplesPerSec=10.991570161566614, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1260/20000 [42:47<51:33:44,  9.91s/it][2022-12-20 22:19:23,784] [INFO] [timer.py:197:stop] 0/261, RunningAvgSamplesPerSec=10.957159504861398, CurrSamplesPerSec=10.76486563320229, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1261/20000 [42:58<52:25:25, 10.07s/it][2022-12-20 22:19:33,892] [INFO] [timer.py:197:stop] 0/262, RunningAvgSamplesPerSec=10.956356691890836, CurrSamplesPerSec=10.752315357882038, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1262/20000 [43:08<52:28:35, 10.08s/it][2022-12-20 22:19:43,372] [INFO] [timer.py:197:stop] 0/263, RunningAvgSamplesPerSec=10.956858857490497, CurrSamplesPerSec=11.089002608215237, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1263/20000 [43:17<51:32:01,  9.90s/it][2022-12-20 22:19:53,312] [INFO] [timer.py:197:stop] 0/264, RunningAvgSamplesPerSec=10.955764959664979, CurrSamplesPerSec=10.67753605519382, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1264/20000 [43:27<51:35:30,  9.91s/it][2022-12-20 22:20:02,979] [INFO] [timer.py:197:stop] 0/265, RunningAvgSamplesPerSec=10.956251196093406, CurrSamplesPerSec=11.085149628927791, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1265/20000 [43:37<51:12:16,  9.84s/it][2022-12-20 22:20:11,845] [INFO] [timer.py:197:stop] 0/266, RunningAvgSamplesPerSec=10.95705001317421, CurrSamplesPerSec=11.171261787994794, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1266/20000 [43:46<49:40:54,  9.55s/it][2022-12-20 22:20:21,761] [INFO] [timer.py:197:stop] 0/267, RunningAvgSamplesPerSec=10.958071183696745, CurrSamplesPerSec=11.2344862883084, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1267/20000 [43:56<50:15:22,  9.66s/it][2022-12-20 22:20:31,512] [INFO] [timer.py:197:stop] 0/268, RunningAvgSamplesPerSec=10.95734256837362, CurrSamplesPerSec=10.767615371251754, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1268/20000 [44:06<50:23:55,  9.69s/it][2022-12-20 22:20:40,907] [INFO] [timer.py:197:stop] 0/269, RunningAvgSamplesPerSec=10.95766800381682, CurrSamplesPerSec=11.044925761486954, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1269/20000 [44:15<49:56:32,  9.60s/it][2022-12-20 22:20:50,544] [INFO] [logging.py:68:log_dist] [Rank 0] step=1270, skipped=4, lr=[9.607692307692308e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:20:50,545] [INFO] [timer.py:197:stop] 0/270, RunningAvgSamplesPerSec=10.955934580875102, CurrSamplesPerSec=10.511937187331734, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1270/20000 [44:25<50:00:04,  9.61s/it][2022-12-20 22:21:00,009] [INFO] [timer.py:197:stop] 0/271, RunningAvgSamplesPerSec=10.955210340036533, CurrSamplesPerSec=10.764505179673717, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1271/20000 [44:34<49:46:09,  9.57s/it][2022-12-20 22:21:10,960] [INFO] [timer.py:197:stop] 0/272, RunningAvgSamplesPerSec=10.955251962013588, CurrSamplesPerSec=10.966459770848422, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1272/20000 [44:45<51:55:37,  9.98s/it][2022-12-20 22:21:20,161] [INFO] [timer.py:197:stop] 0/273, RunningAvgSamplesPerSec=10.955414728964497, CurrSamplesPerSec=10.999539465367603, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1273/20000 [44:54<50:42:22,  9.75s/it][2022-12-20 22:21:29,616] [INFO] [timer.py:197:stop] 0/274, RunningAvgSamplesPerSec=10.955451729562075, CurrSamplesPerSec=10.965488111369806, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1274/20000 [45:04<50:14:52,  9.66s/it][2022-12-20 22:21:39,163] [INFO] [timer.py:197:stop] 0/275, RunningAvgSamplesPerSec=10.955243331967532, CurrSamplesPerSec=10.898852036362603, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1275/20000 [45:13<50:04:05,  9.63s/it]
                                                       
{'loss': 0.1972, 'learning_rate': 9.605128205128206e-06, 'epoch': 0.01}

  6%|▋         | 1275/20000 [45:13<50:04:05,  9.63s/it][2022-12-20 22:21:48,334] [INFO] [timer.py:197:stop] 0/276, RunningAvgSamplesPerSec=10.956108541830506, CurrSamplesPerSec=11.1975347987096, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1276/20000 [45:22<49:21:20,  9.49s/it][2022-12-20 22:21:58,057] [INFO] [timer.py:197:stop] 0/277, RunningAvgSamplesPerSec=10.957761091877163, CurrSamplesPerSec=11.430151242996763, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1277/20000 [45:32<49:43:03,  9.56s/it][2022-12-20 22:22:07,718] [INFO] [timer.py:197:stop] 0/278, RunningAvgSamplesPerSec=10.95722715957427, CurrSamplesPerSec=10.812344326230594, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1278/20000 [45:42<49:52:20,  9.59s/it][2022-12-20 22:22:17,102] [INFO] [timer.py:197:stop] 0/279, RunningAvgSamplesPerSec=10.956737583829725, CurrSamplesPerSec=10.823266659419852, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1279/20000 [45:51<49:33:00,  9.53s/it][2022-12-20 22:22:29,187] [INFO] [logging.py:68:log_dist] [Rank 0] step=1280, skipped=4, lr=[9.602564102564104e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:22:29,188] [INFO] [timer.py:197:stop] 0/280, RunningAvgSamplesPerSec=10.956834737628258, CurrSamplesPerSec=10.983812841237313, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1280/20000 [46:03<53:32:11, 10.30s/it][2022-12-20 22:22:38,768] [INFO] [timer.py:197:stop] 0/281, RunningAvgSamplesPerSec=10.957497753778565, CurrSamplesPerSec=11.144981289782308, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1281/20000 [46:13<52:25:03, 10.08s/it][2022-12-20 22:22:47,818] [INFO] [timer.py:197:stop] 0/282, RunningAvgSamplesPerSec=10.958210046651208, CurrSamplesPerSec=11.16062373492912, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1282/20000 [46:22<50:48:25,  9.77s/it][2022-12-20 22:22:57,257] [INFO] [timer.py:197:stop] 0/283, RunningAvgSamplesPerSec=10.959748699016348, CurrSamplesPerSec=11.408265309982061, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1283/20000 [46:31<50:17:06,  9.67s/it][2022-12-20 22:23:06,360] [INFO] [timer.py:197:stop] 0/284, RunningAvgSamplesPerSec=10.959363309491392, CurrSamplesPerSec=10.852132222961323, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1284/20000 [46:40<49:23:42,  9.50s/it][2022-12-20 22:23:17,204] [INFO] [timer.py:197:stop] 0/285, RunningAvgSamplesPerSec=10.959004253241263, CurrSamplesPerSec=10.858680601049715, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1285/20000 [46:51<51:29:12,  9.90s/it][2022-12-20 22:23:27,331] [INFO] [timer.py:197:stop] 0/286, RunningAvgSamplesPerSec=10.958585363669544, CurrSamplesPerSec=10.841312707942757, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1286/20000 [47:01<51:49:57,  9.97s/it][2022-12-20 22:23:37,574] [INFO] [timer.py:197:stop] 0/287, RunningAvgSamplesPerSec=10.958015109518843, CurrSamplesPerSec=10.798429800308938, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1287/20000 [47:12<52:15:11, 10.05s/it][2022-12-20 22:23:48,815] [INFO] [timer.py:197:stop] 0/288, RunningAvgSamplesPerSec=10.958168720468912, CurrSamplesPerSec=11.002124063959311, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1288/20000 [47:23<54:06:16, 10.41s/it][2022-12-20 22:23:58,702] [INFO] [timer.py:197:stop] 0/289, RunningAvgSamplesPerSec=10.957967381672937, CurrSamplesPerSec=10.900686542902282, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1289/20000 [47:33<53:17:14, 10.25s/it][2022-12-20 22:24:08,080] [INFO] [logging.py:68:log_dist] [Rank 0] step=1290, skipped=4, lr=[9.597435897435898e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:24:08,081] [INFO] [timer.py:197:stop] 0/290, RunningAvgSamplesPerSec=10.958187037050113, CurrSamplesPerSec=11.021594174699002, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1290/20000 [47:42<51:55:18,  9.99s/it][2022-12-20 22:24:17,488] [INFO] [timer.py:197:stop] 0/291, RunningAvgSamplesPerSec=10.958316026021079, CurrSamplesPerSec=10.995591653252712, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1291/20000 [47:52<51:00:36,  9.82s/it][2022-12-20 22:24:28,773] [INFO] [timer.py:197:stop] 0/292, RunningAvgSamplesPerSec=10.958177527927532, CurrSamplesPerSec=10.918297748207362, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1292/20000 [48:03<53:17:56, 10.26s/it][2022-12-20 22:24:37,756] [INFO] [timer.py:197:stop] 0/293, RunningAvgSamplesPerSec=10.959025512337005, CurrSamplesPerSec=11.210605803511973, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1293/20000 [48:12<51:18:41,  9.87s/it][2022-12-20 22:24:47,089] [INFO] [timer.py:197:stop] 0/294, RunningAvgSamplesPerSec=10.95872465541227, CurrSamplesPerSec=10.871871545148576, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1294/20000 [48:21<50:27:51,  9.71s/it][2022-12-20 22:24:59,712] [INFO] [timer.py:197:stop] 0/295, RunningAvgSamplesPerSec=10.95851153157276, CurrSamplesPerSec=10.896631980930328, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1295/20000 [48:34<54:59:54, 10.59s/it][2022-12-20 22:25:08,683] [INFO] [timer.py:197:stop] 0/296, RunningAvgSamplesPerSec=10.959402888375052, CurrSamplesPerSec=11.22696840080203, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1296/20000 [48:43<52:28:47, 10.10s/it][2022-12-20 22:25:18,447] [INFO] [timer.py:197:stop] 0/297, RunningAvgSamplesPerSec=10.959454671074365, CurrSamplesPerSec=10.974700034506048, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1297/20000 [48:53<51:57:05, 10.00s/it][2022-12-20 22:25:31,256] [INFO] [timer.py:197:stop] 0/298, RunningAvgSamplesPerSec=10.957817552585345, CurrSamplesPerSec=10.495320581091839, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1298/20000 [49:05<56:19:40, 10.84s/it][2022-12-20 22:25:40,140] [INFO] [timer.py:197:stop] 0/299, RunningAvgSamplesPerSec=10.958779119545813, CurrSamplesPerSec=11.251018692540256, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1299/20000 [49:14<53:16:21, 10.26s/it][2022-12-20 22:25:51,140] [INFO] [logging.py:68:log_dist] [Rank 0] step=1300, skipped=4, lr=[9.592307692307692e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:25:51,141] [INFO] [timer.py:197:stop] 0/300, RunningAvgSamplesPerSec=10.957992829354477, CurrSamplesPerSec=10.72935362863857, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  6%|▋         | 1300/20000 [49:25<54:25:50, 10.48s/it]
                                                       
{'loss': 0.1681, 'learning_rate': 9.592307692307692e-06, 'epoch': 0.01}

  6%|▋         | 1300/20000 [49:25<54:25:50, 10.48s/it][2022-12-20 22:26:00,021] [INFO] [timer.py:197:stop] 0/301, RunningAvgSamplesPerSec=10.958440727203001, CurrSamplesPerSec=11.093565627151445, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1301/20000 [49:34<51:56:13, 10.00s/it][2022-12-20 22:26:10,353] [INFO] [timer.py:197:stop] 0/302, RunningAvgSamplesPerSec=10.958832817126241, CurrSamplesPerSec=11.077339701549695, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1302/20000 [49:44<52:27:12, 10.10s/it][2022-12-20 22:26:20,732] [INFO] [timer.py:197:stop] 0/303, RunningAvgSamplesPerSec=10.95800919774589, CurrSamplesPerSec=10.716389682853132, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1303/20000 [49:55<52:53:14, 10.18s/it][2022-12-20 22:26:33,680] [INFO] [timer.py:197:stop] 0/304, RunningAvgSamplesPerSec=10.957588675953817, CurrSamplesPerSec=10.832461826769604, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1304/20000 [50:08<57:11:30, 11.01s/it][2022-12-20 22:26:43,502] [INFO] [timer.py:197:stop] 0/305, RunningAvgSamplesPerSec=10.957147137713978, CurrSamplesPerSec=10.825411078393168, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1305/20000 [50:18<55:20:01, 10.66s/it][2022-12-20 22:26:53,327] [INFO] [timer.py:197:stop] 0/306, RunningAvgSamplesPerSec=10.958127022640769, CurrSamplesPerSec=11.263328739223889, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1306/20000 [50:27<54:02:11, 10.41s/it][2022-12-20 22:27:03,172] [INFO] [timer.py:197:stop] 0/307, RunningAvgSamplesPerSec=10.958780605273706, CurrSamplesPerSec=11.161150886978088, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1307/20000 [50:37<53:09:37, 10.24s/it][2022-12-20 22:27:16,188] [INFO] [timer.py:197:stop] 0/308, RunningAvgSamplesPerSec=10.958654698231397, CurrSamplesPerSec=10.92038758675405, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1308/20000 [50:50<57:29:06, 11.07s/it][2022-12-20 22:27:27,217] [INFO] [timer.py:197:stop] 0/309, RunningAvgSamplesPerSec=10.95800652936292, CurrSamplesPerSec=10.763204294320161, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1309/20000 [51:01<57:24:56, 11.06s/it][2022-12-20 22:27:36,214] [INFO] [logging.py:68:log_dist] [Rank 0] step=1310, skipped=4, lr=[9.587179487179488e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:27:36,214] [INFO] [timer.py:197:stop] 0/310, RunningAvgSamplesPerSec=10.958247752891493, CurrSamplesPerSec=11.032808900245756, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1310/20000 [51:10<54:12:07, 10.44s/it][2022-12-20 22:27:47,145] [INFO] [timer.py:197:stop] 0/311, RunningAvgSamplesPerSec=10.957393786910508, CurrSamplesPerSec=10.700557387932346, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1311/20000 [51:21<54:57:46, 10.59s/it][2022-12-20 22:27:56,745] [INFO] [timer.py:197:stop] 0/312, RunningAvgSamplesPerSec=10.957635823766346, CurrSamplesPerSec=11.032940856657174, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1312/20000 [51:31<53:25:19, 10.29s/it][2022-12-20 22:28:05,753] [INFO] [timer.py:197:stop] 0/313, RunningAvgSamplesPerSec=10.957383458217523, CurrSamplesPerSec=10.879706523419365, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1313/20000 [51:40<51:25:20,  9.91s/it][2022-12-20 22:28:16,629] [INFO] [timer.py:197:stop] 0/314, RunningAvgSamplesPerSec=10.957534195575798, CurrSamplesPerSec=11.004615588709346, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1314/20000 [51:51<52:55:40, 10.20s/it][2022-12-20 22:28:26,181] [INFO] [timer.py:197:stop] 0/315, RunningAvgSamplesPerSec=10.957046401631201, CurrSamplesPerSec=10.806946241617922, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1315/20000 [52:00<51:55:17, 10.00s/it][2022-12-20 22:28:35,286] [INFO] [timer.py:197:stop] 0/316, RunningAvgSamplesPerSec=10.958280654199884, CurrSamplesPerSec=11.358765426352324, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1316/20000 [52:09<50:31:12,  9.73s/it][2022-12-20 22:28:45,931] [INFO] [timer.py:197:stop] 0/317, RunningAvgSamplesPerSec=10.957979109068996, CurrSamplesPerSec=10.864107641153632, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1317/20000 [52:20<51:56:04, 10.01s/it][2022-12-20 22:28:55,537] [INFO] [timer.py:197:stop] 0/318, RunningAvgSamplesPerSec=10.957924060389571, CurrSamplesPerSec=10.940611210012385, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1318/20000 [52:30<51:18:31,  9.89s/it][2022-12-20 22:29:04,864] [INFO] [timer.py:197:stop] 0/319, RunningAvgSamplesPerSec=10.956967182034312, CurrSamplesPerSec=10.66273897527453, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1319/20000 [52:39<50:26:02,  9.72s/it][2022-12-20 22:29:15,624] [INFO] [logging.py:68:log_dist] [Rank 0] step=1320, skipped=4, lr=[9.582051282051282e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:29:15,625] [INFO] [timer.py:197:stop] 0/320, RunningAvgSamplesPerSec=10.956622668035196, CurrSamplesPerSec=10.848492921444654, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1320/20000 [52:50<52:03:05, 10.03s/it][2022-12-20 22:29:25,831] [INFO] [timer.py:197:stop] 0/321, RunningAvgSamplesPerSec=10.957293877442963, CurrSamplesPerSec=11.174992504502086, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1321/20000 [53:00<52:19:19, 10.08s/it][2022-12-20 22:29:35,155] [INFO] [timer.py:197:stop] 0/322, RunningAvgSamplesPerSec=10.957984187893922, CurrSamplesPerSec=11.18272369085786, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1322/20000 [53:09<51:08:09,  9.86s/it][2022-12-20 22:29:44,393] [INFO] [timer.py:197:stop] 0/323, RunningAvgSamplesPerSec=10.959330675999151, CurrSamplesPerSec=11.407897812335799, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1323/20000 [53:18<50:10:15,  9.67s/it][2022-12-20 22:29:54,736] [INFO] [timer.py:197:stop] 0/324, RunningAvgSamplesPerSec=10.957977107662462, CurrSamplesPerSec=10.54010246265001, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1324/20000 [53:29<51:12:54,  9.87s/it][2022-12-20 22:30:04,014] [INFO] [timer.py:197:stop] 0/325, RunningAvgSamplesPerSec=10.957774178605117, CurrSamplesPerSec=10.892819560984835, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1325/20000 [53:38<50:17:12,  9.69s/it]
                                                       
{'loss': 0.151, 'learning_rate': 9.579487179487181e-06, 'epoch': 0.02}

  7%|▋         | 1325/20000 [53:38<50:17:12,  9.69s/it][2022-12-20 22:30:13,259] [INFO] [timer.py:197:stop] 0/326, RunningAvgSamplesPerSec=10.95658846834509, CurrSamplesPerSec=10.5865777164542, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1326/20000 [53:47<49:35:10,  9.56s/it][2022-12-20 22:30:23,686] [INFO] [timer.py:197:stop] 0/327, RunningAvgSamplesPerSec=10.956681872926326, CurrSamplesPerSec=10.987029036838646, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1327/20000 [53:58<50:55:58,  9.82s/it][2022-12-20 22:30:33,670] [INFO] [timer.py:197:stop] 0/328, RunningAvgSamplesPerSec=10.955590482070741, CurrSamplesPerSec=10.61204541308078, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1328/20000 [54:08<51:11:09,  9.87s/it][2022-12-20 22:30:43,027] [INFO] [timer.py:197:stop] 0/329, RunningAvgSamplesPerSec=10.95655939125788, CurrSamplesPerSec=11.281829701335779, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1329/20000 [54:17<50:23:17,  9.72s/it][2022-12-20 22:30:53,066] [INFO] [logging.py:68:log_dist] [Rank 0] step=1330, skipped=4, lr=[9.576923076923078e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:30:53,067] [INFO] [timer.py:197:stop] 0/330, RunningAvgSamplesPerSec=10.95746637778838, CurrSamplesPerSec=11.26232786154671, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1330/20000 [54:27<50:53:23,  9.81s/it][2022-12-20 22:31:03,128] [INFO] [timer.py:197:stop] 0/331, RunningAvgSamplesPerSec=10.957225182175103, CurrSamplesPerSec=10.878681840018098, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1331/20000 [54:37<51:16:24,  9.89s/it][2022-12-20 22:31:12,856] [INFO] [timer.py:197:stop] 0/332, RunningAvgSamplesPerSec=10.957300598508276, CurrSamplesPerSec=10.982169056016188, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1332/20000 [54:47<51:01:21,  9.84s/it][2022-12-20 22:31:21,545] [INFO] [timer.py:197:stop] 0/333, RunningAvgSamplesPerSec=10.958772122124323, CurrSamplesPerSec=11.466961954621263, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1333/20000 [54:56<49:13:51,  9.49s/it][2022-12-20 22:31:31,104] [INFO] [timer.py:197:stop] 0/334, RunningAvgSamplesPerSec=10.958191173503842, CurrSamplesPerSec=10.769223202267721, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1334/20000 [55:05<49:19:42,  9.51s/it][2022-12-20 22:31:40,267] [INFO] [timer.py:197:stop] 0/335, RunningAvgSamplesPerSec=10.958361137153254, CurrSamplesPerSec=11.01508202156685, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1335/20000 [55:14<48:46:48,  9.41s/it][2022-12-20 22:31:49,801] [INFO] [timer.py:197:stop] 0/336, RunningAvgSamplesPerSec=10.957617333069546, CurrSamplesPerSec=10.715421622493345, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1336/20000 [55:24<48:58:42,  9.45s/it][2022-12-20 22:32:02,611] [INFO] [timer.py:197:stop] 0/337, RunningAvgSamplesPerSec=10.957456893091408, CurrSamplesPerSec=10.904131506604475, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1337/20000 [55:37<54:12:04, 10.46s/it][2022-12-20 22:32:13,376] [INFO] [timer.py:197:stop] 0/338, RunningAvgSamplesPerSec=10.956754655653617, CurrSamplesPerSec=10.726464374580678, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1338/20000 [55:47<54:40:48, 10.55s/it][2022-12-20 22:32:22,869] [INFO] [timer.py:197:stop] 0/339, RunningAvgSamplesPerSec=10.95679133952071, CurrSamplesPerSec=10.969131041654391, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1339/20000 [55:57<53:02:06, 10.23s/it][2022-12-20 22:32:34,164] [INFO] [logging.py:68:log_dist] [Rank 0] step=1340, skipped=4, lr=[9.571794871794872e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:32:34,165] [INFO] [timer.py:197:stop] 0/340, RunningAvgSamplesPerSec=10.955376377429353, CurrSamplesPerSec=10.498479974741272, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1340/20000 [56:08<54:41:17, 10.55s/it][2022-12-20 22:32:44,842] [INFO] [timer.py:197:stop] 0/341, RunningAvgSamplesPerSec=10.955038432952739, CurrSamplesPerSec=10.84199535673309, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1341/20000 [56:19<54:52:52, 10.59s/it][2022-12-20 22:32:54,643] [INFO] [timer.py:197:stop] 0/342, RunningAvgSamplesPerSec=10.953958233332326, CurrSamplesPerSec=10.599649926064966, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1342/20000 [56:29<53:39:16, 10.35s/it][2022-12-20 22:33:03,749] [INFO] [timer.py:197:stop] 0/343, RunningAvgSamplesPerSec=10.954647954174275, CurrSamplesPerSec=11.19429830090578, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1343/20000 [56:38<51:42:46,  9.98s/it][2022-12-20 22:33:12,809] [INFO] [timer.py:197:stop] 0/344, RunningAvgSamplesPerSec=10.955183143615537, CurrSamplesPerSec=11.14078368215276, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1344/20000 [56:47<50:17:00,  9.70s/it][2022-12-20 22:33:22,028] [INFO] [timer.py:197:stop] 0/345, RunningAvgSamplesPerSec=10.955978765247266, CurrSamplesPerSec=11.23503219683922, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1345/20000 [56:56<49:31:37,  9.56s/it][2022-12-20 22:33:31,938] [INFO] [timer.py:197:stop] 0/346, RunningAvgSamplesPerSec=10.956790986316918, CurrSamplesPerSec=11.242672956817755, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1346/20000 [57:06<50:04:21,  9.66s/it][2022-12-20 22:33:42,067] [INFO] [timer.py:197:stop] 0/347, RunningAvgSamplesPerSec=10.956393150491134, CurrSamplesPerSec=10.821230837079346, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1347/20000 [57:16<50:47:39,  9.80s/it][2022-12-20 22:33:51,365] [INFO] [timer.py:197:stop] 0/348, RunningAvgSamplesPerSec=10.95678352413153, CurrSamplesPerSec=11.093143400604388, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1348/20000 [57:25<50:00:17,  9.65s/it][2022-12-20 22:34:00,712] [INFO] [timer.py:197:stop] 0/349, RunningAvgSamplesPerSec=10.956114855098482, CurrSamplesPerSec=10.729553477301138, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1349/20000 [57:35<49:31:47,  9.56s/it][2022-12-20 22:34:09,957] [INFO] [logging.py:68:log_dist] [Rank 0] step=1350, skipped=4, lr=[9.566666666666668e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:34:09,958] [INFO] [timer.py:197:stop] 0/350, RunningAvgSamplesPerSec=10.956956770334594, CurrSamplesPerSec=11.257127863200852, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1350/20000 [57:44<49:02:21,  9.47s/it]
                                                       
{'loss': 0.1743, 'learning_rate': 9.566666666666668e-06, 'epoch': 0.02}

  7%|▋         | 1350/20000 [57:44<49:02:21,  9.47s/it][2022-12-20 22:34:19,930] [INFO] [timer.py:197:stop] 0/351, RunningAvgSamplesPerSec=10.95761922405687, CurrSamplesPerSec=11.193122026151169, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1351/20000 [57:54<49:49:20,  9.62s/it][2022-12-20 22:34:29,966] [INFO] [timer.py:197:stop] 0/352, RunningAvgSamplesPerSec=10.958265800086837, CurrSamplesPerSec=11.188679152483639, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1352/20000 [58:04<50:28:09,  9.74s/it][2022-12-20 22:34:38,862] [INFO] [timer.py:197:stop] 0/353, RunningAvgSamplesPerSec=10.959088693654369, CurrSamplesPerSec=11.254897728546759, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1353/20000 [58:13<49:09:05,  9.49s/it][2022-12-20 22:34:48,412] [INFO] [timer.py:197:stop] 0/354, RunningAvgSamplesPerSec=10.957724754309911, CurrSamplesPerSec=10.499077423519395, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1354/20000 [58:22<49:14:31,  9.51s/it][2022-12-20 22:34:57,546] [INFO] [timer.py:197:stop] 0/355, RunningAvgSamplesPerSec=10.957142958853867, CurrSamplesPerSec=10.7561188281947, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1355/20000 [58:32<48:39:35,  9.40s/it][2022-12-20 22:35:10,171] [INFO] [timer.py:197:stop] 0/356, RunningAvgSamplesPerSec=10.956928300351537, CurrSamplesPerSec=10.881675744814952, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1356/20000 [58:44<53:40:30, 10.36s/it][2022-12-20 22:35:19,608] [INFO] [timer.py:197:stop] 0/357, RunningAvgSamplesPerSec=10.956347576046193, CurrSamplesPerSec=10.754567904162695, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1357/20000 [58:54<52:13:54, 10.09s/it][2022-12-20 22:35:29,232] [INFO] [timer.py:197:stop] 0/358, RunningAvgSamplesPerSec=10.955484820383603, CurrSamplesPerSec=10.657559018760622, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1358/20000 [59:03<51:30:43,  9.95s/it][2022-12-20 22:35:38,409] [INFO] [timer.py:197:stop] 0/359, RunningAvgSamplesPerSec=10.95628917718852, CurrSamplesPerSec=11.250347220577805, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1359/20000 [59:12<50:18:40,  9.72s/it][2022-12-20 22:35:48,300] [INFO] [logging.py:68:log_dist] [Rank 0] step=1360, skipped=4, lr=[9.561538461538462e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:35:48,301] [INFO] [timer.py:197:stop] 0/360, RunningAvgSamplesPerSec=10.95614931192401, CurrSamplesPerSec=10.906444572960613, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1360/20000 [59:22<50:34:54,  9.77s/it][2022-12-20 22:36:01,426] [INFO] [timer.py:197:stop] 0/361, RunningAvgSamplesPerSec=10.956194165571445, CurrSamplesPerSec=10.972275406158664, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1361/20000 [59:36<55:47:32, 10.78s/it][2022-12-20 22:36:12,740] [INFO] [timer.py:197:stop] 0/362, RunningAvgSamplesPerSec=10.957122101841628, CurrSamplesPerSec=11.300726931438655, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1362/20000 [59:47<56:37:29, 10.94s/it][2022-12-20 22:36:22,519] [INFO] [timer.py:197:stop] 0/363, RunningAvgSamplesPerSec=10.957891699719855, CurrSamplesPerSec=11.242154084111197, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1363/20000 [59:57<54:49:19, 10.59s/it][2022-12-20 22:36:33,416] [INFO] [timer.py:197:stop] 0/364, RunningAvgSamplesPerSec=10.957948729617698, CurrSamplesPerSec=10.97857538344481, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1364/20000 [1:00:07<55:17:48, 10.68s/it][2022-12-20 22:36:42,300] [INFO] [timer.py:197:stop] 0/365, RunningAvgSamplesPerSec=10.958491951265982, CurrSamplesPerSec=11.158741521734079, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1365/20000 [1:00:16<52:30:08, 10.14s/it][2022-12-20 22:36:51,416] [INFO] [timer.py:197:stop] 0/366, RunningAvgSamplesPerSec=10.958358662331559, CurrSamplesPerSec=10.910188050296801, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1366/20000 [1:00:25<50:54:20,  9.83s/it][2022-12-20 22:37:00,732] [INFO] [timer.py:197:stop] 0/367, RunningAvgSamplesPerSec=10.958994578449186, CurrSamplesPerSec=11.195476690605446, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1367/20000 [1:00:35<50:05:47,  9.68s/it][2022-12-20 22:37:10,650] [INFO] [timer.py:197:stop] 0/368, RunningAvgSamplesPerSec=10.958203599164092, CurrSamplesPerSec=10.676927042149995, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1368/20000 [1:00:45<50:27:57,  9.75s/it][2022-12-20 22:37:19,613] [INFO] [timer.py:197:stop] 0/369, RunningAvgSamplesPerSec=10.957932305298163, CurrSamplesPerSec=10.859532817773234, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1369/20000 [1:00:54<49:14:22,  9.51s/it][2022-12-20 22:37:29,229] [INFO] [logging.py:68:log_dist] [Rank 0] step=1370, skipped=4, lr=[9.556410256410257e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:37:29,230] [INFO] [timer.py:197:stop] 0/370, RunningAvgSamplesPerSec=10.9565883211357, CurrSamplesPerSec=10.484649691979884, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1370/20000 [1:01:03<49:23:45,  9.55s/it][2022-12-20 22:37:38,583] [INFO] [timer.py:197:stop] 0/371, RunningAvgSamplesPerSec=10.956895978948172, CurrSamplesPerSec=11.071299401725625, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1371/20000 [1:01:13<49:05:40,  9.49s/it][2022-12-20 22:37:47,919] [INFO] [timer.py:197:stop] 0/372, RunningAvgSamplesPerSec=10.957401671659557, CurrSamplesPerSec=11.14724398995203, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1372/20000 [1:01:22<48:51:26,  9.44s/it][2022-12-20 22:37:58,772] [INFO] [timer.py:197:stop] 0/373, RunningAvgSamplesPerSec=10.957210661734134, CurrSamplesPerSec=10.886991127260268, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1373/20000 [1:01:33<51:02:43,  9.87s/it][2022-12-20 22:38:08,521] [INFO] [timer.py:197:stop] 0/374, RunningAvgSamplesPerSec=10.956312180336045, CurrSamplesPerSec=10.632843374781553, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1374/20000 [1:01:43<50:51:42,  9.83s/it][2022-12-20 22:38:18,579] [INFO] [timer.py:197:stop] 0/375, RunningAvgSamplesPerSec=10.95566990565129, CurrSamplesPerSec=10.721856537421587, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1375/20000 [1:01:53<51:12:41,  9.90s/it]
                                                         
{'loss': 0.1808, 'learning_rate': 9.553846153846155e-06, 'epoch': 0.02}

  7%|▋         | 1375/20000 [1:01:53<51:12:41,  9.90s/it][2022-12-20 22:38:28,259] [INFO] [timer.py:197:stop] 0/376, RunningAvgSamplesPerSec=10.955892579965262, CurrSamplesPerSec=11.039586288983376, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1376/20000 [1:02:02<50:52:13,  9.83s/it][2022-12-20 22:38:37,565] [INFO] [timer.py:197:stop] 0/377, RunningAvgSamplesPerSec=10.955651117475306, CurrSamplesPerSec=10.866084414842907, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1377/20000 [1:02:12<50:02:57,  9.67s/it][2022-12-20 22:38:47,220] [INFO] [timer.py:197:stop] 0/378, RunningAvgSamplesPerSec=10.955784270034469, CurrSamplesPerSec=11.0059457057061, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1378/20000 [1:02:21<50:00:56,  9.67s/it][2022-12-20 22:38:56,748] [INFO] [timer.py:197:stop] 0/379, RunningAvgSamplesPerSec=10.955850664316198, CurrSamplesPerSec=10.980872080246973, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1379/20000 [1:02:31<49:47:39,  9.63s/it][2022-12-20 22:39:05,820] [INFO] [logging.py:68:log_dist] [Rank 0] step=1380, skipped=4, lr=[9.551282051282053e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:39:05,821] [INFO] [timer.py:197:stop] 0/380, RunningAvgSamplesPerSec=10.956034247108098, CurrSamplesPerSec=11.025686126869333, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1380/20000 [1:02:40<48:55:53,  9.46s/it][2022-12-20 22:39:14,903] [INFO] [timer.py:197:stop] 0/381, RunningAvgSamplesPerSec=10.95614691071631, CurrSamplesPerSec=10.998900378162233, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1381/20000 [1:02:49<48:20:32,  9.35s/it][2022-12-20 22:39:25,857] [INFO] [timer.py:197:stop] 0/382, RunningAvgSamplesPerSec=10.956508743073282, CurrSamplesPerSec=11.095386016146284, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1382/20000 [1:03:00<50:49:56,  9.83s/it][2022-12-20 22:39:35,437] [INFO] [timer.py:197:stop] 0/383, RunningAvgSamplesPerSec=10.95620089723241, CurrSamplesPerSec=10.840458532827894, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1383/20000 [1:03:10<50:26:40,  9.75s/it][2022-12-20 22:39:44,431] [INFO] [timer.py:197:stop] 0/384, RunningAvgSamplesPerSec=10.956328345425447, CurrSamplesPerSec=11.005102839843444, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1384/20000 [1:03:19<49:15:42,  9.53s/it][2022-12-20 22:39:53,927] [INFO] [timer.py:197:stop] 0/385, RunningAvgSamplesPerSec=10.956708220822541, CurrSamplesPerSec=11.10377347720114, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1385/20000 [1:03:28<49:12:43,  9.52s/it][2022-12-20 22:40:03,332] [INFO] [timer.py:197:stop] 0/386, RunningAvgSamplesPerSec=10.956248852312767, CurrSamplesPerSec=10.78309846436261, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1386/20000 [1:03:37<49:02:05,  9.48s/it][2022-12-20 22:40:12,491] [INFO] [timer.py:197:stop] 0/387, RunningAvgSamplesPerSec=10.956301345504126, CurrSamplesPerSec=10.976495981800069, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1387/20000 [1:03:47<48:31:45,  9.39s/it][2022-12-20 22:40:24,190] [INFO] [timer.py:197:stop] 0/388, RunningAvgSamplesPerSec=10.956995582157345, CurrSamplesPerSec=11.230977471392404, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1388/20000 [1:03:58<52:06:50, 10.08s/it][2022-12-20 22:40:33,738] [INFO] [timer.py:197:stop] 0/389, RunningAvgSamplesPerSec=10.956426270772761, CurrSamplesPerSec=10.741004016780963, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1389/20000 [1:04:08<51:17:05,  9.92s/it][2022-12-20 22:40:43,918] [INFO] [logging.py:68:log_dist] [Rank 0] step=1390, skipped=4, lr=[9.546153846153847e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:40:43,919] [INFO] [timer.py:197:stop] 0/390, RunningAvgSamplesPerSec=10.956544446993822, CurrSamplesPerSec=11.002470843307105, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1390/20000 [1:04:18<51:41:12, 10.00s/it][2022-12-20 22:40:54,157] [INFO] [timer.py:197:stop] 0/391, RunningAvgSamplesPerSec=10.95610139980854, CurrSamplesPerSec=10.786861329062344, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1391/20000 [1:04:28<52:03:21, 10.07s/it][2022-12-20 22:41:03,458] [INFO] [timer.py:197:stop] 0/392, RunningAvgSamplesPerSec=10.955389413930508, CurrSamplesPerSec=10.685273251709797, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1392/20000 [1:04:38<50:51:34,  9.84s/it][2022-12-20 22:41:13,253] [INFO] [timer.py:197:stop] 0/393, RunningAvgSamplesPerSec=10.954584363490262, CurrSamplesPerSec=10.649384464362281, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1393/20000 [1:04:47<50:47:15,  9.83s/it][2022-12-20 22:41:24,101] [INFO] [timer.py:197:stop] 0/394, RunningAvgSamplesPerSec=10.955161915895173, CurrSamplesPerSec=11.18575026968932, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1394/20000 [1:04:58<52:22:16, 10.13s/it][2022-12-20 22:41:33,003] [INFO] [timer.py:197:stop] 0/395, RunningAvgSamplesPerSec=10.955690536615379, CurrSamplesPerSec=11.1669152197389, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1395/20000 [1:05:07<50:27:28,  9.76s/it][2022-12-20 22:41:43,483] [INFO] [timer.py:197:stop] 0/396, RunningAvgSamplesPerSec=10.955834759468706, CurrSamplesPerSec=11.012809849238792, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1396/20000 [1:05:18<51:33:57,  9.98s/it][2022-12-20 22:41:52,745] [INFO] [timer.py:197:stop] 0/397, RunningAvgSamplesPerSec=10.956363883909859, CurrSamplesPerSec=11.168893132470707, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1397/20000 [1:05:27<50:27:09,  9.76s/it][2022-12-20 22:42:02,111] [INFO] [timer.py:197:stop] 0/398, RunningAvgSamplesPerSec=10.955902753955845, CurrSamplesPerSec=10.776742573651253, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1398/20000 [1:05:36<49:49:58,  9.64s/it][2022-12-20 22:42:11,375] [INFO] [timer.py:197:stop] 0/399, RunningAvgSamplesPerSec=10.955611994495492, CurrSamplesPerSec=10.841671755601867, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1399/20000 [1:05:45<49:14:33,  9.53s/it][2022-12-20 22:42:21,806] [INFO] [logging.py:68:log_dist] [Rank 0] step=1400, skipped=4, lr=[9.541025641025641e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:42:21,807] [INFO] [timer.py:197:stop] 0/400, RunningAvgSamplesPerSec=10.955376971066062, CurrSamplesPerSec=10.862862577039653, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1400/20000 [1:05:56<50:38:10,  9.80s/it]
                                                         
{'loss': 0.1984, 'learning_rate': 9.541025641025641e-06, 'epoch': 0.02}

  7%|▋         | 1400/20000 [1:05:56<50:38:10,  9.80s/it][2022-12-20 22:42:31,638] [INFO] [timer.py:197:stop] 0/401, RunningAvgSamplesPerSec=10.954655803200833, CurrSamplesPerSec=10.674977308727605, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1401/20000 [1:06:06<50:40:50,  9.81s/it][2022-12-20 22:42:40,994] [INFO] [timer.py:197:stop] 0/402, RunningAvgSamplesPerSec=10.953114361356016, CurrSamplesPerSec=10.370855779303959, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1402/20000 [1:06:15<49:58:34,  9.67s/it][2022-12-20 22:42:51,239] [INFO] [timer.py:197:stop] 0/403, RunningAvgSamplesPerSec=10.952698164621596, CurrSamplesPerSec=10.78871816331785, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1403/20000 [1:06:25<50:51:31,  9.85s/it][2022-12-20 22:43:01,978] [INFO] [timer.py:197:stop] 0/404, RunningAvgSamplesPerSec=10.952520297251567, CurrSamplesPerSec=10.881658100249398, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1404/20000 [1:06:36<52:14:24, 10.11s/it][2022-12-20 22:43:10,913] [INFO] [timer.py:197:stop] 0/405, RunningAvgSamplesPerSec=10.953318408797779, CurrSamplesPerSec=11.283865610769741, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1405/20000 [1:06:45<50:24:41,  9.76s/it][2022-12-20 22:43:20,597] [INFO] [timer.py:197:stop] 0/406, RunningAvgSamplesPerSec=10.95266568123006, CurrSamplesPerSec=10.695800878780664, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1406/20000 [1:06:55<50:17:31,  9.74s/it][2022-12-20 22:43:29,939] [INFO] [timer.py:197:stop] 0/407, RunningAvgSamplesPerSec=10.953163315530322, CurrSamplesPerSec=11.15797619882417, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1407/20000 [1:07:04<49:40:37,  9.62s/it][2022-12-20 22:43:40,253] [INFO] [timer.py:197:stop] 0/408, RunningAvgSamplesPerSec=10.953088931505699, CurrSamplesPerSec=10.92304623541199, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1408/20000 [1:07:14<50:45:07,  9.83s/it][2022-12-20 22:43:49,631] [INFO] [timer.py:197:stop] 0/409, RunningAvgSamplesPerSec=10.952545928634198, CurrSamplesPerSec=10.736447235712003, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1409/20000 [1:07:24<50:03:12,  9.69s/it][2022-12-20 22:44:01,030] [INFO] [logging.py:68:log_dist] [Rank 0] step=1410, skipped=4, lr=[9.535897435897437e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:44:01,031] [INFO] [timer.py:197:stop] 0/410, RunningAvgSamplesPerSec=10.953122927439356, CurrSamplesPerSec=11.193119692518414, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1410/20000 [1:07:35<52:41:44, 10.20s/it][2022-12-20 22:44:10,388] [INFO] [timer.py:197:stop] 0/411, RunningAvgSamplesPerSec=10.95356394899258, CurrSamplesPerSec=11.136513463859485, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1411/20000 [1:07:44<51:22:45,  9.95s/it][2022-12-20 22:44:19,182] [INFO] [timer.py:197:stop] 0/412, RunningAvgSamplesPerSec=10.954116617803951, CurrSamplesPerSec=11.184932768849393, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1412/20000 [1:07:53<49:35:07,  9.60s/it][2022-12-20 22:44:28,873] [INFO] [timer.py:197:stop] 0/413, RunningAvgSamplesPerSec=10.954384433822241, CurrSamplesPerSec=11.065303544172348, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1413/20000 [1:08:03<49:43:11,  9.63s/it][2022-12-20 22:44:39,271] [INFO] [timer.py:197:stop] 0/414, RunningAvgSamplesPerSec=10.95450684600438, CurrSamplesPerSec=11.00505095456822, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1414/20000 [1:08:13<50:54:20,  9.86s/it][2022-12-20 22:44:48,597] [INFO] [timer.py:197:stop] 0/415, RunningAvgSamplesPerSec=10.954542517076215, CurrSamplesPerSec=10.969258789765922, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1415/20000 [1:08:23<50:04:35,  9.70s/it][2022-12-20 22:44:58,995] [INFO] [timer.py:197:stop] 0/416, RunningAvgSamplesPerSec=10.954539319786912, CurrSamplesPerSec=10.953218998843985, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1416/20000 [1:08:33<51:09:18,  9.91s/it][2022-12-20 22:45:09,126] [INFO] [timer.py:197:stop] 0/417, RunningAvgSamplesPerSec=10.954509928396426, CurrSamplesPerSec=10.942355426308241, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1417/20000 [1:08:43<51:29:37,  9.98s/it][2022-12-20 22:45:20,518] [INFO] [timer.py:197:stop] 0/418, RunningAvgSamplesPerSec=10.95508825942286, CurrSamplesPerSec=11.200484811787028, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1418/20000 [1:08:55<53:41:07, 10.40s/it][2022-12-20 22:45:29,819] [INFO] [timer.py:197:stop] 0/419, RunningAvgSamplesPerSec=10.953850697025926, CurrSamplesPerSec=10.462188199571294, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1419/20000 [1:09:04<51:58:43, 10.07s/it][2022-12-20 22:45:40,071] [INFO] [logging.py:68:log_dist] [Rank 0] step=1420, skipped=4, lr=[9.530769230769231e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:45:40,072] [INFO] [timer.py:197:stop] 0/420, RunningAvgSamplesPerSec=10.954128010289736, CurrSamplesPerSec=11.07100443144621, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1420/20000 [1:09:14<52:15:31, 10.13s/it][2022-12-20 22:45:49,703] [INFO] [timer.py:197:stop] 0/421, RunningAvgSamplesPerSec=10.953638495261952, CurrSamplesPerSec=10.752782245383493, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1421/20000 [1:09:24<51:29:24,  9.98s/it][2022-12-20 22:45:58,629] [INFO] [timer.py:197:stop] 0/422, RunningAvgSamplesPerSec=10.953902135796522, CurrSamplesPerSec=11.065495577416229, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1422/20000 [1:09:33<49:51:35,  9.66s/it][2022-12-20 22:46:08,457] [INFO] [timer.py:197:stop] 0/423, RunningAvgSamplesPerSec=10.953394155294221, CurrSamplesPerSec=10.744128162920306, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1423/20000 [1:09:43<50:06:52,  9.71s/it][2022-12-20 22:46:17,228] [INFO] [timer.py:197:stop] 0/424, RunningAvgSamplesPerSec=10.953802142497933, CurrSamplesPerSec=11.12830761212507, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1424/20000 [1:09:51<48:39:24,  9.43s/it][2022-12-20 22:46:28,235] [INFO] [timer.py:197:stop] 0/425, RunningAvgSamplesPerSec=10.953615270604185, CurrSamplesPerSec=10.875320347090808, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1425/20000 [1:10:02<51:05:39,  9.90s/it]
                                                         
{'loss': 0.2098, 'learning_rate': 9.52820512820513e-06, 'epoch': 0.02}

  7%|▋         | 1425/20000 [1:10:02<51:05:39,  9.90s/it][2022-12-20 22:46:37,936] [INFO] [timer.py:197:stop] 0/426, RunningAvgSamplesPerSec=10.953300719910509, CurrSamplesPerSec=10.821846389667485, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1426/20000 [1:10:12<50:46:49,  9.84s/it][2022-12-20 22:46:50,122] [INFO] [timer.py:197:stop] 0/427, RunningAvgSamplesPerSec=10.953756090851316, CurrSamplesPerSec=11.150306044611616, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1427/20000 [1:10:24<54:24:21, 10.55s/it][2022-12-20 22:46:59,520] [INFO] [timer.py:197:stop] 0/428, RunningAvgSamplesPerSec=10.953989346343864, CurrSamplesPerSec=11.054030432618358, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1428/20000 [1:10:34<52:37:37, 10.20s/it][2022-12-20 22:47:09,576] [INFO] [timer.py:197:stop] 0/429, RunningAvgSamplesPerSec=10.95382272100439, CurrSamplesPerSec=10.883298407181801, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1429/20000 [1:10:44<52:23:57, 10.16s/it][2022-12-20 22:47:19,237] [INFO] [logging.py:68:log_dist] [Rank 0] step=1430, skipped=4, lr=[9.525641025641025e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:47:19,238] [INFO] [timer.py:197:stop] 0/430, RunningAvgSamplesPerSec=10.95337808991674, CurrSamplesPerSec=10.766762836776378, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1430/20000 [1:10:53<51:37:45, 10.01s/it][2022-12-20 22:47:28,376] [INFO] [timer.py:197:stop] 0/431, RunningAvgSamplesPerSec=10.952842398300982, CurrSamplesPerSec=10.728278176125068, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1431/20000 [1:11:02<50:16:40,  9.75s/it][2022-12-20 22:47:37,516] [INFO] [timer.py:197:stop] 0/432, RunningAvgSamplesPerSec=10.952276029998444, CurrSamplesPerSec=10.714589307438, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1432/20000 [1:11:12<49:20:11,  9.57s/it][2022-12-20 22:47:47,250] [INFO] [timer.py:197:stop] 0/433, RunningAvgSamplesPerSec=10.952175212284754, CurrSamplesPerSec=10.908994911975551, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1433/20000 [1:11:21<49:35:36,  9.62s/it][2022-12-20 22:47:56,167] [INFO] [timer.py:197:stop] 0/434, RunningAvgSamplesPerSec=10.951969452130932, CurrSamplesPerSec=10.864000797127781, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1434/20000 [1:11:30<48:30:35,  9.41s/it][2022-12-20 22:48:07,417] [INFO] [timer.py:197:stop] 0/435, RunningAvgSamplesPerSec=10.95230981594857, CurrSamplesPerSec=11.101352548432972, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1435/20000 [1:11:41<51:21:37,  9.96s/it][2022-12-20 22:48:18,261] [INFO] [timer.py:197:stop] 0/436, RunningAvgSamplesPerSec=10.952714818400096, CurrSamplesPerSec=11.13094108591375, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1436/20000 [1:11:52<52:43:32, 10.22s/it][2022-12-20 22:48:27,576] [INFO] [timer.py:197:stop] 0/437, RunningAvgSamplesPerSec=10.952253023786636, CurrSamplesPerSec=10.755443933815316, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1437/20000 [1:12:02<51:18:52,  9.95s/it][2022-12-20 22:48:37,349] [INFO] [timer.py:197:stop] 0/438, RunningAvgSamplesPerSec=10.952222786849289, CurrSamplesPerSec=10.939085532553683, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1438/20000 [1:12:11<51:02:11,  9.90s/it][2022-12-20 22:48:46,565] [INFO] [timer.py:197:stop] 0/439, RunningAvgSamplesPerSec=10.952631415088343, CurrSamplesPerSec=11.1337462036099, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1439/20000 [1:12:21<49:58:43,  9.69s/it][2022-12-20 22:48:58,154] [INFO] [logging.py:68:log_dist] [Rank 0] step=1440, skipped=4, lr=[9.520512820512821e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:48:58,154] [INFO] [timer.py:197:stop] 0/440, RunningAvgSamplesPerSec=10.952288198543881, CurrSamplesPerSec=10.804333366096246, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1440/20000 [1:12:32<52:54:27, 10.26s/it][2022-12-20 22:49:07,668] [INFO] [timer.py:197:stop] 0/441, RunningAvgSamplesPerSec=10.952537603903469, CurrSamplesPerSec=11.062880210519738, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1441/20000 [1:12:42<51:44:51, 10.04s/it][2022-12-20 22:49:19,394] [INFO] [timer.py:197:stop] 0/442, RunningAvgSamplesPerSec=10.952498435831291, CurrSamplesPerSec=10.935330665937633, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1442/20000 [1:12:53<54:21:15, 10.54s/it][2022-12-20 22:49:29,294] [INFO] [timer.py:197:stop] 0/443, RunningAvgSamplesPerSec=10.95229523219107, CurrSamplesPerSec=10.863611251935836, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1443/20000 [1:13:03<53:21:19, 10.35s/it][2022-12-20 22:49:39,523] [INFO] [timer.py:197:stop] 0/444, RunningAvgSamplesPerSec=10.951725131661586, CurrSamplesPerSec=10.70596539837542, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1444/20000 [1:13:14<53:09:54, 10.31s/it][2022-12-20 22:49:49,589] [INFO] [timer.py:197:stop] 0/445, RunningAvgSamplesPerSec=10.95233407489821, CurrSamplesPerSec=11.228283774370084, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1445/20000 [1:13:24<52:46:39, 10.24s/it][2022-12-20 22:49:59,568] [INFO] [timer.py:197:stop] 0/446, RunningAvgSamplesPerSec=10.951102454386712, CurrSamplesPerSec=10.431443554905261, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1446/20000 [1:13:34<52:22:18, 10.16s/it][2022-12-20 22:50:12,404] [INFO] [timer.py:197:stop] 0/447, RunningAvgSamplesPerSec=10.951117568612776, CurrSamplesPerSec=10.957832409027816, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1447/20000 [1:13:46<56:30:14, 10.96s/it][2022-12-20 22:50:21,799] [INFO] [timer.py:197:stop] 0/448, RunningAvgSamplesPerSec=10.950977911721173, CurrSamplesPerSec=10.889182077313366, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1448/20000 [1:13:56<54:04:29, 10.49s/it][2022-12-20 22:50:31,565] [INFO] [timer.py:197:stop] 0/449, RunningAvgSamplesPerSec=10.950502700167501, CurrSamplesPerSec=10.742591442334971, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1449/20000 [1:14:06<52:56:53, 10.28s/it][2022-12-20 22:50:41,777] [INFO] [logging.py:68:log_dist] [Rank 0] step=1450, skipped=4, lr=[9.515384615384617e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:50:41,777] [INFO] [timer.py:197:stop] 0/450, RunningAvgSamplesPerSec=10.949613788397468, CurrSamplesPerSec=10.566214292467718, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1450/20000 [1:14:16<52:50:53, 10.26s/it]
                                                         
{'loss': 0.1741, 'learning_rate': 9.515384615384617e-06, 'epoch': 0.02}

  7%|▋         | 1450/20000 [1:14:16<52:50:53, 10.26s/it][2022-12-20 22:50:50,713] [INFO] [timer.py:197:stop] 0/451, RunningAvgSamplesPerSec=10.950200828512768, CurrSamplesPerSec=11.21968143657153, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1451/20000 [1:14:25<50:48:16,  9.86s/it][2022-12-20 22:51:00,196] [INFO] [timer.py:197:stop] 0/452, RunningAvgSamplesPerSec=10.950042985058001, CurrSamplesPerSec=10.879628033957465, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1452/20000 [1:14:34<50:13:06,  9.75s/it][2022-12-20 22:51:10,035] [INFO] [timer.py:197:stop] 0/453, RunningAvgSamplesPerSec=10.948522348944637, CurrSamplesPerSec=10.30457260673939, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1453/20000 [1:14:44<50:21:27,  9.77s/it][2022-12-20 22:51:20,383] [INFO] [timer.py:197:stop] 0/454, RunningAvgSamplesPerSec=10.947842474769878, CurrSamplesPerSec=10.6495910625075, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1454/20000 [1:14:54<51:14:28,  9.95s/it][2022-12-20 22:51:29,639] [INFO] [timer.py:197:stop] 0/455, RunningAvgSamplesPerSec=10.948530274689363, CurrSamplesPerSec=11.268522170260749, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1455/20000 [1:15:04<50:10:20,  9.74s/it][2022-12-20 22:51:39,354] [INFO] [timer.py:197:stop] 0/456, RunningAvgSamplesPerSec=10.948915251564763, CurrSamplesPerSec=11.126138827914133, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1456/20000 [1:15:13<50:07:52,  9.73s/it][2022-12-20 22:51:48,506] [INFO] [timer.py:197:stop] 0/457, RunningAvgSamplesPerSec=10.948362679721734, CurrSamplesPerSec=10.703126706407874, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1457/20000 [1:15:23<49:13:53,  9.56s/it][2022-12-20 22:52:00,462] [INFO] [timer.py:197:stop] 0/458, RunningAvgSamplesPerSec=10.947844951821166, CurrSamplesPerSec=10.717251373744997, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1458/20000 [1:15:35<52:56:05, 10.28s/it][2022-12-20 22:52:10,094] [INFO] [timer.py:197:stop] 0/459, RunningAvgSamplesPerSec=10.947710785034554, CurrSamplesPerSec=10.886871469635723, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1459/20000 [1:15:44<51:56:01, 10.08s/it][2022-12-20 22:52:22,040] [INFO] [logging.py:68:log_dist] [Rank 0] step=1460, skipped=4, lr=[9.51025641025641e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:52:22,041] [INFO] [timer.py:197:stop] 0/460, RunningAvgSamplesPerSec=10.948057851889054, CurrSamplesPerSec=11.109004210559336, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1460/20000 [1:15:56<54:48:34, 10.64s/it][2022-12-20 22:52:31,230] [INFO] [timer.py:197:stop] 0/461, RunningAvgSamplesPerSec=10.948006214518754, CurrSamplesPerSec=10.924407388481987, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1461/20000 [1:16:05<52:33:41, 10.21s/it][2022-12-20 22:52:42,360] [INFO] [timer.py:197:stop] 0/462, RunningAvgSamplesPerSec=10.947691130918988, CurrSamplesPerSec=10.804957435741033, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1462/20000 [1:16:16<53:59:08, 10.48s/it][2022-12-20 22:52:51,866] [INFO] [timer.py:197:stop] 0/463, RunningAvgSamplesPerSec=10.947614456097702, CurrSamplesPerSec=10.91245755110616, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1463/20000 [1:16:26<52:28:16, 10.19s/it][2022-12-20 22:53:02,386] [INFO] [timer.py:197:stop] 0/464, RunningAvgSamplesPerSec=10.947551156643543, CurrSamplesPerSec=10.918447852343512, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1464/20000 [1:16:36<52:58:42, 10.29s/it][2022-12-20 22:53:12,027] [INFO] [timer.py:197:stop] 0/465, RunningAvgSamplesPerSec=10.947103822819708, CurrSamplesPerSec=10.744273086229015, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1465/20000 [1:16:46<51:58:29, 10.09s/it][2022-12-20 22:53:23,711] [INFO] [timer.py:197:stop] 0/466, RunningAvgSamplesPerSec=10.946873600881752, CurrSamplesPerSec=10.841310956549048, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1466/20000 [1:16:58<54:25:32, 10.57s/it][2022-12-20 22:53:34,135] [INFO] [timer.py:197:stop] 0/467, RunningAvgSamplesPerSec=10.945820502579195, CurrSamplesPerSec=10.47810729796289, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1467/20000 [1:17:08<54:11:41, 10.53s/it][2022-12-20 22:53:43,240] [INFO] [timer.py:197:stop] 0/468, RunningAvgSamplesPerSec=10.945769908515896, CurrSamplesPerSec=10.922294234921514, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1468/20000 [1:17:17<51:59:43, 10.10s/it][2022-12-20 22:53:52,829] [INFO] [timer.py:197:stop] 0/469, RunningAvgSamplesPerSec=10.945727383817053, CurrSamplesPerSec=10.925946762500558, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1469/20000 [1:17:27<51:12:11,  9.95s/it][2022-12-20 22:54:02,461] [INFO] [logging.py:68:log_dist] [Rank 0] step=1470, skipped=4, lr=[9.505128205128206e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:54:02,462] [INFO] [timer.py:197:stop] 0/470, RunningAvgSamplesPerSec=10.945586227086432, CurrSamplesPerSec=10.88006150394875, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1470/20000 [1:17:37<50:42:52,  9.85s/it][2022-12-20 22:54:12,364] [INFO] [timer.py:197:stop] 0/471, RunningAvgSamplesPerSec=10.945501890995027, CurrSamplesPerSec=10.906174716349947, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1471/20000 [1:17:46<50:47:17,  9.87s/it][2022-12-20 22:54:23,659] [INFO] [timer.py:197:stop] 0/472, RunningAvgSamplesPerSec=10.944937711082044, CurrSamplesPerSec=10.68659620814485, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1472/20000 [1:17:58<52:59:21, 10.30s/it][2022-12-20 22:54:33,742] [INFO] [timer.py:197:stop] 0/473, RunningAvgSamplesPerSec=10.944809224298467, CurrSamplesPerSec=10.884752508393209, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1473/20000 [1:18:08<52:39:32, 10.23s/it][2022-12-20 22:54:42,991] [INFO] [timer.py:197:stop] 0/474, RunningAvgSamplesPerSec=10.944844152825016, CurrSamplesPerSec=10.961320306928698, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1474/20000 [1:18:17<51:08:17,  9.94s/it][2022-12-20 22:54:52,276] [INFO] [timer.py:197:stop] 0/475, RunningAvgSamplesPerSec=10.944732501345262, CurrSamplesPerSec=10.892286070423612, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1475/20000 [1:18:26<50:07:39,  9.74s/it]
                                                         
{'loss': 0.1489, 'learning_rate': 9.502564102564103e-06, 'epoch': 0.02}

  7%|▋         | 1475/20000 [1:18:26<50:07:39,  9.74s/it][2022-12-20 22:55:02,397] [INFO] [timer.py:197:stop] 0/476, RunningAvgSamplesPerSec=10.94448048207507, CurrSamplesPerSec=10.826562422738844, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1476/20000 [1:18:36<50:42:38,  9.86s/it][2022-12-20 22:55:15,263] [INFO] [timer.py:197:stop] 0/477, RunningAvgSamplesPerSec=10.944528362069901, CurrSamplesPerSec=10.96727073883534, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1477/20000 [1:18:49<55:21:20, 10.76s/it][2022-12-20 22:55:27,069] [INFO] [timer.py:197:stop] 0/478, RunningAvgSamplesPerSec=10.944403217393521, CurrSamplesPerSec=10.88528128855624, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1478/20000 [1:19:01<56:58:09, 11.07s/it][2022-12-20 22:55:38,575] [INFO] [timer.py:197:stop] 0/479, RunningAvgSamplesPerSec=10.944030810588414, CurrSamplesPerSec=10.769596501996386, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1479/20000 [1:19:13<57:38:06, 11.20s/it][2022-12-20 22:55:47,931] [INFO] [logging.py:68:log_dist] [Rank 0] step=1480, skipped=4, lr=[9.5e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:55:47,932] [INFO] [timer.py:197:stop] 0/480, RunningAvgSamplesPerSec=10.944053812034088, CurrSamplesPerSec=10.955036535159246, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1480/20000 [1:19:22<54:46:59, 10.65s/it][2022-12-20 22:55:58,949] [INFO] [timer.py:197:stop] 0/481, RunningAvgSamplesPerSec=10.944350427962181, CurrSamplesPerSec=11.087997663071171, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1481/20000 [1:19:33<55:20:49, 10.76s/it][2022-12-20 22:56:08,349] [INFO] [timer.py:197:stop] 0/482, RunningAvgSamplesPerSec=10.944305698484909, CurrSamplesPerSec=10.922922228201546, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1482/20000 [1:19:42<53:14:47, 10.35s/it][2022-12-20 22:56:17,848] [INFO] [timer.py:197:stop] 0/483, RunningAvgSamplesPerSec=10.94417702576239, CurrSamplesPerSec=10.882761436782346, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1483/20000 [1:19:52<51:55:44, 10.10s/it][2022-12-20 22:56:27,458] [INFO] [timer.py:197:stop] 0/484, RunningAvgSamplesPerSec=10.943747480016684, CurrSamplesPerSec=10.740972212885799, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1484/20000 [1:20:02<51:10:33,  9.95s/it][2022-12-20 22:56:36,794] [INFO] [timer.py:197:stop] 0/485, RunningAvgSamplesPerSec=10.943418965748087, CurrSamplesPerSec=10.787338157551412, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1485/20000 [1:20:11<50:13:32,  9.77s/it][2022-12-20 22:56:45,959] [INFO] [timer.py:197:stop] 0/486, RunningAvgSamplesPerSec=10.943900866899106, CurrSamplesPerSec=11.1817277711391, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1486/20000 [1:20:20<49:17:46,  9.59s/it][2022-12-20 22:56:56,302] [INFO] [timer.py:197:stop] 0/487, RunningAvgSamplesPerSec=10.943758911529379, CurrSamplesPerSec=10.875482049600395, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1487/20000 [1:20:30<50:27:48,  9.81s/it][2022-12-20 22:57:05,493] [INFO] [timer.py:197:stop] 0/488, RunningAvgSamplesPerSec=10.943567028180023, CurrSamplesPerSec=10.851289940428465, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1488/20000 [1:20:40<49:30:01,  9.63s/it][2022-12-20 22:57:15,365] [INFO] [timer.py:197:stop] 0/489, RunningAvgSamplesPerSec=10.943661583748497, CurrSamplesPerSec=10.989809771622696, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1489/20000 [1:20:49<49:52:37,  9.70s/it][2022-12-20 22:57:25,373] [INFO] [logging.py:68:log_dist] [Rank 0] step=1490, skipped=4, lr=[9.494871794871796e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:57:25,374] [INFO] [timer.py:197:stop] 0/490, RunningAvgSamplesPerSec=10.943908844096752, CurrSamplesPerSec=11.065667090176202, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1490/20000 [1:20:59<50:21:02,  9.79s/it][2022-12-20 22:57:34,929] [INFO] [timer.py:197:stop] 0/491, RunningAvgSamplesPerSec=10.943159419236755, CurrSamplesPerSec=10.589290584022832, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1491/20000 [1:21:09<49:58:52,  9.72s/it][2022-12-20 22:57:44,195] [INFO] [timer.py:197:stop] 0/492, RunningAvgSamplesPerSec=10.943108593147814, CurrSamplesPerSec=10.91831107089278, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1492/20000 [1:21:18<49:16:35,  9.58s/it][2022-12-20 22:57:54,110] [INFO] [timer.py:197:stop] 0/493, RunningAvgSamplesPerSec=10.942713634695629, CurrSamplesPerSec=10.752553965063381, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1493/20000 [1:21:28<49:46:58,  9.68s/it][2022-12-20 22:58:03,375] [INFO] [timer.py:197:stop] 0/494, RunningAvgSamplesPerSec=10.942547290218544, CurrSamplesPerSec=10.861478481676853, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1494/20000 [1:21:37<49:08:06,  9.56s/it][2022-12-20 22:58:12,642] [INFO] [timer.py:197:stop] 0/495, RunningAvgSamplesPerSec=10.942720276918697, CurrSamplesPerSec=11.028498246766127, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1495/20000 [1:21:47<48:40:53,  9.47s/it][2022-12-20 22:58:22,058] [INFO] [timer.py:197:stop] 0/496, RunningAvgSamplesPerSec=10.94272772395509, CurrSamplesPerSec=10.946400347596096, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1496/20000 [1:21:56<48:35:46,  9.45s/it][2022-12-20 22:58:31,134] [INFO] [timer.py:197:stop] 0/497, RunningAvgSamplesPerSec=10.942411666512461, CurrSamplesPerSec=10.788480116390877, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1497/20000 [1:22:05<48:00:32,  9.34s/it][2022-12-20 22:58:41,825] [INFO] [timer.py:197:stop] 0/498, RunningAvgSamplesPerSec=10.942825692794678, CurrSamplesPerSec=11.151688293819308, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1498/20000 [1:22:16<50:05:19,  9.75s/it][2022-12-20 22:58:52,964] [INFO] [timer.py:197:stop] 0/499, RunningAvgSamplesPerSec=10.942290557648054, CurrSamplesPerSec=10.683161879426196, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  7%|▋         | 1499/20000 [1:22:27<52:14:00, 10.16s/it][2022-12-20 22:59:05,895] [INFO] [logging.py:68:log_dist] [Rank 0] step=1500, skipped=4, lr=[9.48974358974359e-06], mom=[[0.9, 0.999]]
[2022-12-20 22:59:05,896] [INFO] [timer.py:197:stop] 0/500, RunningAvgSamplesPerSec=10.942063602153704, CurrSamplesPerSec=10.830419922306438, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1500/20000 [1:22:40<56:29:55, 10.99s/it]
                                                         
{'loss': 0.1655, 'learning_rate': 9.48974358974359e-06, 'epoch': 0.03}

  8%|▊         | 1500/20000 [1:22:40<56:29:55, 10.99s/it][2022-12-20 22:59:15,464] [INFO] [timer.py:197:stop] 0/501, RunningAvgSamplesPerSec=10.942137074446281, CurrSamplesPerSec=10.978849283908753, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1501/20000 [1:22:50<54:17:49, 10.57s/it][2022-12-20 22:59:25,519] [INFO] [timer.py:197:stop] 0/502, RunningAvgSamplesPerSec=10.941725496262942, CurrSamplesPerSec=10.740139361708682, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1502/20000 [1:23:00<53:30:17, 10.41s/it][2022-12-20 22:59:35,178] [INFO] [timer.py:197:stop] 0/503, RunningAvgSamplesPerSec=10.941700743342915, CurrSamplesPerSec=10.929338294803818, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1503/20000 [1:23:09<52:20:27, 10.19s/it][2022-12-20 22:59:44,712] [INFO] [timer.py:197:stop] 0/504, RunningAvgSamplesPerSec=10.94060151645145, CurrSamplesPerSec=10.416331488636697, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1504/20000 [1:23:19<51:19:51,  9.99s/it][2022-12-20 22:59:54,635] [INFO] [timer.py:197:stop] 0/505, RunningAvgSamplesPerSec=10.939281017933979, CurrSamplesPerSec=10.314336136318147, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1505/20000 [1:23:29<51:13:26,  9.97s/it][2022-12-20 23:00:04,336] [INFO] [timer.py:197:stop] 0/506, RunningAvgSamplesPerSec=10.938794058401822, CurrSamplesPerSec=10.699228414098716, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1506/20000 [1:23:38<50:48:17,  9.89s/it][2022-12-20 23:00:14,072] [INFO] [timer.py:197:stop] 0/507, RunningAvgSamplesPerSec=10.938976017905855, CurrSamplesPerSec=11.031460495738655, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1507/20000 [1:23:48<50:33:56,  9.84s/it][2022-12-20 23:00:26,841] [INFO] [timer.py:197:stop] 0/508, RunningAvgSamplesPerSec=10.938846442015015, CurrSamplesPerSec=10.873800490414922, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1508/20000 [1:24:01<55:04:14, 10.72s/it][2022-12-20 23:00:36,195] [INFO] [timer.py:197:stop] 0/509, RunningAvgSamplesPerSec=10.938965337257558, CurrSamplesPerSec=10.999459688084396, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1509/20000 [1:24:10<52:57:42, 10.31s/it][2022-12-20 23:00:45,777] [INFO] [logging.py:68:log_dist] [Rank 0] step=1510, skipped=4, lr=[9.484615384615386e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:00:45,777] [INFO] [timer.py:197:stop] 0/510, RunningAvgSamplesPerSec=10.938781973347592, CurrSamplesPerSec=10.846601431602684, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1510/20000 [1:24:20<51:50:08, 10.09s/it][2022-12-20 23:00:56,226] [INFO] [timer.py:197:stop] 0/511, RunningAvgSamplesPerSec=10.938826393313354, CurrSamplesPerSec=10.961438473454608, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1511/20000 [1:24:30<52:22:52, 10.20s/it][2022-12-20 23:01:05,763] [INFO] [timer.py:197:stop] 0/512, RunningAvgSamplesPerSec=10.939212774093209, CurrSamplesPerSec=11.13948826621952, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1512/20000 [1:24:40<51:21:32, 10.00s/it][2022-12-20 23:01:15,209] [INFO] [timer.py:197:stop] 0/513, RunningAvgSamplesPerSec=10.938737210236837, CurrSamplesPerSec=10.701470715689513, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1513/20000 [1:24:49<50:30:04,  9.83s/it][2022-12-20 23:01:24,552] [INFO] [timer.py:197:stop] 0/514, RunningAvgSamplesPerSec=10.938447092998103, CurrSamplesPerSec=10.79218339045855, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1514/20000 [1:24:59<49:44:30,  9.69s/it][2022-12-20 23:01:33,869] [INFO] [timer.py:197:stop] 0/515, RunningAvgSamplesPerSec=10.938649282685287, CurrSamplesPerSec=11.043161415584146, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1515/20000 [1:25:08<49:10:13,  9.58s/it][2022-12-20 23:01:43,185] [INFO] [timer.py:197:stop] 0/516, RunningAvgSamplesPerSec=10.938901248322596, CurrSamplesPerSec=11.06970830099081, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1516/20000 [1:25:17<48:45:59,  9.50s/it][2022-12-20 23:01:53,364] [INFO] [timer.py:197:stop] 0/517, RunningAvgSamplesPerSec=10.938939551841381, CurrSamplesPerSec=10.958663128242616, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1517/20000 [1:25:27<49:48:46,  9.70s/it][2022-12-20 23:02:02,632] [INFO] [timer.py:197:stop] 0/518, RunningAvgSamplesPerSec=10.938571945400744, CurrSamplesPerSec=10.752481606532223, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1518/20000 [1:25:37<49:08:30,  9.57s/it][2022-12-20 23:02:13,471] [INFO] [timer.py:197:stop] 0/519, RunningAvgSamplesPerSec=10.93825773820729, CurrSamplesPerSec=10.778499412661418, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1519/20000 [1:25:48<51:05:24,  9.95s/it][2022-12-20 23:02:22,539] [INFO] [logging.py:68:log_dist] [Rank 0] step=1520, skipped=4, lr=[9.47948717948718e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:02:22,540] [INFO] [timer.py:197:stop] 0/520, RunningAvgSamplesPerSec=10.938384844016355, CurrSamplesPerSec=11.004496489438964, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1520/20000 [1:25:57<49:43:36,  9.69s/it][2022-12-20 23:02:32,344] [INFO] [timer.py:197:stop] 0/521, RunningAvgSamplesPerSec=10.938099829013245, CurrSamplesPerSec=10.792432014648751, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1521/20000 [1:26:06<49:54:18,  9.72s/it][2022-12-20 23:02:43,096] [INFO] [timer.py:197:stop] 0/522, RunningAvgSamplesPerSec=10.937442229771863, CurrSamplesPerSec=10.606495059069267, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1522/20000 [1:26:17<51:29:17, 10.03s/it][2022-12-20 23:02:52,123] [INFO] [timer.py:197:stop] 0/523, RunningAvgSamplesPerSec=10.937248287414143, CurrSamplesPerSec=10.837321437431678, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1523/20000 [1:26:26<49:56:19,  9.73s/it][2022-12-20 23:03:01,615] [INFO] [timer.py:197:stop] 0/524, RunningAvgSamplesPerSec=10.937185245458025, CurrSamplesPerSec=10.904438913776982, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1524/20000 [1:26:36<49:34:08,  9.66s/it][2022-12-20 23:03:11,198] [INFO] [timer.py:197:stop] 0/525, RunningAvgSamplesPerSec=10.936716515246763, CurrSamplesPerSec=10.697403532346904, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1525/20000 [1:26:45<49:26:59,  9.64s/it]
                                                         
{'loss': 0.1643, 'learning_rate': 9.476923076923079e-06, 'epoch': 0.03}

  8%|▊         | 1525/20000 [1:26:45<49:26:59,  9.64s/it][2022-12-20 23:03:21,483] [INFO] [timer.py:197:stop] 0/526, RunningAvgSamplesPerSec=10.936670829388229, CurrSamplesPerSec=10.912829312313436, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1526/20000 [1:26:56<50:26:48,  9.83s/it][2022-12-20 23:03:30,466] [INFO] [timer.py:197:stop] 0/527, RunningAvgSamplesPerSec=10.937110385500201, CurrSamplesPerSec=11.172402317342968, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1527/20000 [1:27:05<49:08:23,  9.58s/it][2022-12-20 23:03:40,388] [INFO] [timer.py:197:stop] 0/528, RunningAvgSamplesPerSec=10.937659663034191, CurrSamplesPerSec=11.233854398429344, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1528/20000 [1:27:14<49:40:08,  9.68s/it][2022-12-20 23:03:49,519] [INFO] [timer.py:197:stop] 0/529, RunningAvgSamplesPerSec=10.937236819012734, CurrSamplesPerSec=10.719261954102143, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1529/20000 [1:27:24<48:49:19,  9.52s/it][2022-12-20 23:03:59,103] [INFO] [logging.py:68:log_dist] [Rank 0] step=1530, skipped=4, lr=[9.474358974358974e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:03:59,104] [INFO] [timer.py:197:stop] 0/530, RunningAvgSamplesPerSec=10.937124283017834, CurrSamplesPerSec=10.87813827180966, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1530/20000 [1:27:33<48:55:38,  9.54s/it][2022-12-20 23:04:08,506] [INFO] [timer.py:197:stop] 0/531, RunningAvgSamplesPerSec=10.937397165664937, CurrSamplesPerSec=11.083406273626286, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1531/20000 [1:27:43<48:42:58,  9.50s/it][2022-12-20 23:04:18,006] [INFO] [timer.py:197:stop] 0/532, RunningAvgSamplesPerSec=10.937566244793189, CurrSamplesPerSec=11.027747966257248, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1532/20000 [1:27:52<48:43:21,  9.50s/it][2022-12-20 23:04:27,742] [INFO] [timer.py:197:stop] 0/533, RunningAvgSamplesPerSec=10.937885390091266, CurrSamplesPerSec=11.109694320136782, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1533/20000 [1:28:02<49:05:08,  9.57s/it][2022-12-20 23:04:37,097] [INFO] [timer.py:197:stop] 0/534, RunningAvgSamplesPerSec=10.937398087985105, CurrSamplesPerSec=10.684631884637138, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1534/20000 [1:28:11<48:45:11,  9.50s/it][2022-12-20 23:04:46,957] [INFO] [timer.py:197:stop] 0/535, RunningAvgSamplesPerSec=10.937351593996349, CurrSamplesPerSec=10.912672708144441, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1535/20000 [1:28:21<49:17:48,  9.61s/it][2022-12-20 23:04:57,339] [INFO] [timer.py:197:stop] 0/536, RunningAvgSamplesPerSec=10.937400352834825, CurrSamplesPerSec=10.963450828658383, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1536/20000 [1:28:31<50:28:51,  9.84s/it][2022-12-20 23:05:06,596] [INFO] [timer.py:197:stop] 0/537, RunningAvgSamplesPerSec=10.93693154836578, CurrSamplesPerSec=10.692202199960631, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1537/20000 [1:28:41<49:34:39,  9.67s/it][2022-12-20 23:05:16,667] [INFO] [timer.py:197:stop] 0/538, RunningAvgSamplesPerSec=10.936769698383854, CurrSamplesPerSec=10.850861391642892, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1538/20000 [1:28:51<50:11:48,  9.79s/it][2022-12-20 23:05:26,306] [INFO] [timer.py:197:stop] 0/539, RunningAvgSamplesPerSec=10.93642269633345, CurrSamplesPerSec=10.753545547328239, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1539/20000 [1:29:00<49:57:48,  9.74s/it][2022-12-20 23:05:36,048] [INFO] [logging.py:68:log_dist] [Rank 0] step=1540, skipped=4, lr=[9.46923076923077e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:05:36,049] [INFO] [timer.py:197:stop] 0/540, RunningAvgSamplesPerSec=10.937093999569722, CurrSamplesPerSec=11.30989432796923, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1540/20000 [1:29:10<49:57:37,  9.74s/it][2022-12-20 23:05:47,066] [INFO] [timer.py:197:stop] 0/541, RunningAvgSamplesPerSec=10.937128449872494, CurrSamplesPerSec=10.955694233168416, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1541/20000 [1:29:21<51:55:05, 10.13s/it][2022-12-20 23:05:58,213] [INFO] [timer.py:197:stop] 0/542, RunningAvgSamplesPerSec=10.936687226682848, CurrSamplesPerSec=10.703938461280806, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1542/20000 [1:29:32<53:29:10, 10.43s/it][2022-12-20 23:06:07,042] [INFO] [timer.py:197:stop] 0/543, RunningAvgSamplesPerSec=10.936831573948428, CurrSamplesPerSec=11.015339665906692, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1543/20000 [1:29:41<51:01:05,  9.95s/it][2022-12-20 23:06:18,128] [INFO] [timer.py:197:stop] 0/544, RunningAvgSamplesPerSec=10.936630805539767, CurrSamplesPerSec=10.829085146272984, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1544/20000 [1:29:52<52:45:41, 10.29s/it][2022-12-20 23:06:28,597] [INFO] [timer.py:197:stop] 0/545, RunningAvgSamplesPerSec=10.936341590376223, CurrSamplesPerSec=10.781806073058295, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1545/20000 [1:30:03<53:01:49, 10.34s/it][2022-12-20 23:06:37,560] [INFO] [timer.py:197:stop] 0/546, RunningAvgSamplesPerSec=10.93648833318576, CurrSamplesPerSec=11.01675556884177, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1546/20000 [1:30:12<50:54:12,  9.93s/it][2022-12-20 23:06:48,447] [INFO] [timer.py:197:stop] 0/547, RunningAvgSamplesPerSec=10.936516703846396, CurrSamplesPerSec=10.951972194151187, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1547/20000 [1:30:23<52:22:22, 10.22s/it][2022-12-20 23:07:00,499] [INFO] [timer.py:197:stop] 0/548, RunningAvgSamplesPerSec=10.936318705948711, CurrSamplesPerSec=10.829466102801952, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1548/20000 [1:30:35<55:11:27, 10.77s/it][2022-12-20 23:07:09,514] [INFO] [timer.py:197:stop] 0/549, RunningAvgSamplesPerSec=10.936238655699238, CurrSamplesPerSec=10.892705521328502, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1549/20000 [1:30:44<52:29:32, 10.24s/it][2022-12-20 23:07:19,252] [INFO] [logging.py:68:log_dist] [Rank 0] step=1550, skipped=4, lr=[9.464102564102566e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:07:19,252] [INFO] [timer.py:197:stop] 0/550, RunningAvgSamplesPerSec=10.935956890159307, CurrSamplesPerSec=10.78397698222305, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1550/20000 [1:30:53<51:42:54, 10.09s/it]
                                                         
{'loss': 0.151, 'learning_rate': 9.464102564102566e-06, 'epoch': 0.03}

  8%|▊         | 1550/20000 [1:30:53<51:42:54, 10.09s/it][2022-12-20 23:07:32,247] [INFO] [timer.py:197:stop] 0/551, RunningAvgSamplesPerSec=10.935724595006072, CurrSamplesPerSec=10.809894257035722, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1551/20000 [1:31:06<56:10:37, 10.96s/it][2022-12-20 23:07:43,532] [INFO] [timer.py:197:stop] 0/552, RunningAvgSamplesPerSec=10.935584743607896, CurrSamplesPerSec=10.85934259491871, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1552/20000 [1:31:18<56:40:15, 11.06s/it][2022-12-20 23:07:52,865] [INFO] [timer.py:197:stop] 0/553, RunningAvgSamplesPerSec=10.936170866015805, CurrSamplesPerSec=11.268347622738872, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1553/20000 [1:31:27<54:00:53, 10.54s/it][2022-12-20 23:08:02,811] [INFO] [timer.py:197:stop] 0/554, RunningAvgSamplesPerSec=10.935900108686482, CurrSamplesPerSec=10.788724233868647, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1554/20000 [1:31:37<53:05:49, 10.36s/it][2022-12-20 23:08:13,050] [INFO] [timer.py:197:stop] 0/555, RunningAvgSamplesPerSec=10.936137094313768, CurrSamplesPerSec=11.068539806699714, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1555/20000 [1:31:47<52:54:11, 10.33s/it][2022-12-20 23:08:22,226] [INFO] [timer.py:197:stop] 0/556, RunningAvgSamplesPerSec=10.936202844926266, CurrSamplesPerSec=10.972684445, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1556/20000 [1:31:56<51:08:05,  9.98s/it][2022-12-20 23:08:31,887] [INFO] [timer.py:197:stop] 0/557, RunningAvgSamplesPerSec=10.936312705240136, CurrSamplesPerSec=10.997516544692568, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1557/20000 [1:32:06<50:38:25,  9.88s/it][2022-12-20 23:08:41,823] [INFO] [timer.py:197:stop] 0/558, RunningAvgSamplesPerSec=10.936576713535983, CurrSamplesPerSec=11.085094697316952, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1558/20000 [1:32:16<50:42:56,  9.90s/it][2022-12-20 23:08:51,069] [INFO] [timer.py:197:stop] 0/559, RunningAvgSamplesPerSec=10.936564453539104, CurrSamplesPerSec=10.929752148894702, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1559/20000 [1:32:25<49:42:36,  9.70s/it][2022-12-20 23:09:00,679] [INFO] [logging.py:68:log_dist] [Rank 0] step=1560, skipped=4, lr=[9.45897435897436e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:09:00,679] [INFO] [timer.py:197:stop] 0/560, RunningAvgSamplesPerSec=10.936687642935945, CurrSamplesPerSec=11.005738135749574, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1560/20000 [1:32:35<49:33:38,  9.68s/it][2022-12-20 23:09:10,236] [INFO] [timer.py:197:stop] 0/561, RunningAvgSamplesPerSec=10.936081869159946, CurrSamplesPerSec=10.608212335397328, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1561/20000 [1:32:44<49:22:37,  9.64s/it][2022-12-20 23:09:19,754] [INFO] [timer.py:197:stop] 0/562, RunningAvgSamplesPerSec=10.936463865762722, CurrSamplesPerSec=11.154260077835149, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1562/20000 [1:32:54<49:11:03,  9.60s/it][2022-12-20 23:09:29,047] [INFO] [timer.py:197:stop] 0/563, RunningAvgSamplesPerSec=10.936596598551063, CurrSamplesPerSec=11.011436516336655, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1563/20000 [1:33:03<48:42:21,  9.51s/it][2022-12-20 23:09:38,513] [INFO] [timer.py:197:stop] 0/564, RunningAvgSamplesPerSec=10.936523277208874, CurrSamplesPerSec=10.895544404295995, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1564/20000 [1:33:13<48:38:03,  9.50s/it][2022-12-20 23:09:47,505] [INFO] [timer.py:197:stop] 0/565, RunningAvgSamplesPerSec=10.93699859119959, CurrSamplesPerSec=11.210824918772975, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1565/20000 [1:33:22<47:51:26,  9.35s/it][2022-12-20 23:09:57,216] [INFO] [timer.py:197:stop] 0/566, RunningAvgSamplesPerSec=10.937251372107529, CurrSamplesPerSec=11.081446626351601, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1566/20000 [1:33:31<48:24:53,  9.45s/it][2022-12-20 23:10:06,305] [INFO] [timer.py:197:stop] 0/567, RunningAvgSamplesPerSec=10.937324684348889, CurrSamplesPerSec=10.978829975723386, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1567/20000 [1:33:40<47:51:05,  9.35s/it][2022-12-20 23:10:15,812] [INFO] [timer.py:197:stop] 0/568, RunningAvgSamplesPerSec=10.937691962848639, CurrSamplesPerSec=11.149224664293381, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1568/20000 [1:33:50<48:05:44,  9.39s/it][2022-12-20 23:10:25,701] [INFO] [timer.py:197:stop] 0/569, RunningAvgSamplesPerSec=10.937772306717413, CurrSamplesPerSec=10.983437126879954, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1569/20000 [1:34:00<48:51:17,  9.54s/it][2022-12-20 23:10:35,087] [INFO] [logging.py:68:log_dist] [Rank 0] step=1570, skipped=4, lr=[9.453846153846154e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:10:35,088] [INFO] [timer.py:197:stop] 0/570, RunningAvgSamplesPerSec=10.937988352724233, CurrSamplesPerSec=11.06187634752451, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1570/20000 [1:34:09<48:36:43,  9.50s/it][2022-12-20 23:10:45,040] [INFO] [timer.py:197:stop] 0/571, RunningAvgSamplesPerSec=10.93772416428028, CurrSamplesPerSec=10.789699513197206, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1571/20000 [1:34:19<49:18:41,  9.63s/it][2022-12-20 23:10:55,124] [INFO] [timer.py:197:stop] 0/572, RunningAvgSamplesPerSec=10.937878570448506, CurrSamplesPerSec=11.026448355943261, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1572/20000 [1:34:29<50:00:05,  9.77s/it][2022-12-20 23:11:05,156] [INFO] [timer.py:197:stop] 0/573, RunningAvgSamplesPerSec=10.937936395477323, CurrSamplesPerSec=10.970996459541803, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1573/20000 [1:34:39<50:24:15,  9.85s/it][2022-12-20 23:11:14,952] [INFO] [timer.py:197:stop] 0/574, RunningAvgSamplesPerSec=10.938441132396981, CurrSamplesPerSec=11.234459017783465, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1574/20000 [1:34:49<50:19:24,  9.83s/it][2022-12-20 23:11:24,619] [INFO] [timer.py:197:stop] 0/575, RunningAvgSamplesPerSec=10.939004355000634, CurrSamplesPerSec=11.27096119782904, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1575/20000 [1:34:59<50:04:00,  9.78s/it]
                                                         
{'loss': 0.1431, 'learning_rate': 9.451282051282052e-06, 'epoch': 0.03}

  8%|▊         | 1575/20000 [1:34:59<50:04:00,  9.78s/it][2022-12-20 23:11:35,434] [INFO] [timer.py:197:stop] 0/576, RunningAvgSamplesPerSec=10.93934495021328, CurrSamplesPerSec=11.138057278980984, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1576/20000 [1:35:10<51:38:56, 10.09s/it][2022-12-20 23:11:48,025] [INFO] [timer.py:197:stop] 0/577, RunningAvgSamplesPerSec=10.93854943316736, CurrSamplesPerSec=10.500251166942503, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1577/20000 [1:35:22<55:29:00, 10.84s/it][2022-12-20 23:11:59,413] [INFO] [timer.py:197:stop] 0/578, RunningAvgSamplesPerSec=10.938589273975357, CurrSamplesPerSec=10.96154589977995, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1578/20000 [1:35:33<56:19:07, 11.01s/it][2022-12-20 23:12:08,645] [INFO] [timer.py:197:stop] 0/579, RunningAvgSamplesPerSec=10.938186003768942, CurrSamplesPerSec=10.710740783715185, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1579/20000 [1:35:43<53:35:34, 10.47s/it][2022-12-20 23:12:18,649] [INFO] [logging.py:68:log_dist] [Rank 0] step=1580, skipped=4, lr=[9.44871794871795e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:12:18,650] [INFO] [timer.py:197:stop] 0/580, RunningAvgSamplesPerSec=10.938071542010416, CurrSamplesPerSec=10.87242417526301, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1580/20000 [1:35:53<52:52:11, 10.33s/it][2022-12-20 23:12:28,882] [INFO] [timer.py:197:stop] 0/581, RunningAvgSamplesPerSec=10.9377829790442, CurrSamplesPerSec=10.773503010984992, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1581/20000 [1:36:03<52:42:44, 10.30s/it][2022-12-20 23:12:39,264] [INFO] [timer.py:197:stop] 0/582, RunningAvgSamplesPerSec=10.937705758863366, CurrSamplesPerSec=10.893177607980999, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1582/20000 [1:36:13<52:49:55, 10.33s/it][2022-12-20 23:12:48,974] [INFO] [timer.py:197:stop] 0/583, RunningAvgSamplesPerSec=10.93729220008267, CurrSamplesPerSec=10.70258432474656, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1583/20000 [1:36:23<51:52:55, 10.14s/it][2022-12-20 23:13:02,768] [INFO] [timer.py:197:stop] 0/584, RunningAvgSamplesPerSec=10.937379391083546, CurrSamplesPerSec=10.98827349131161, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1584/20000 [1:36:37<57:29:06, 11.24s/it][2022-12-20 23:13:12,116] [INFO] [timer.py:197:stop] 0/585, RunningAvgSamplesPerSec=10.93755732682856, CurrSamplesPerSec=11.042107529915985, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1585/20000 [1:36:46<54:34:56, 10.67s/it][2022-12-20 23:13:22,151] [INFO] [timer.py:197:stop] 0/586, RunningAvgSamplesPerSec=10.937800225728347, CurrSamplesPerSec=11.081270964531077, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1586/20000 [1:36:56<53:36:17, 10.48s/it][2022-12-20 23:13:33,285] [INFO] [timer.py:197:stop] 0/587, RunningAvgSamplesPerSec=10.937623437031412, CurrSamplesPerSec=10.835345929441102, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1587/20000 [1:37:07<54:36:20, 10.68s/it][2022-12-20 23:13:42,808] [INFO] [timer.py:197:stop] 0/588, RunningAvgSamplesPerSec=10.937570294159315, CurrSamplesPerSec=10.90656997885323, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1588/20000 [1:37:17<52:49:57, 10.33s/it][2022-12-20 23:13:52,428] [INFO] [timer.py:197:stop] 0/589, RunningAvgSamplesPerSec=10.936662221180036, CurrSamplesPerSec=10.429261512719979, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1589/20000 [1:37:27<51:44:26, 10.12s/it][2022-12-20 23:14:02,214] [INFO] [logging.py:68:log_dist] [Rank 0] step=1590, skipped=4, lr=[9.443589743589744e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:14:02,214] [INFO] [timer.py:197:stop] 0/590, RunningAvgSamplesPerSec=10.936087465508836, CurrSamplesPerSec=10.60881940424013, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1590/20000 [1:37:36<51:13:48, 10.02s/it][2022-12-20 23:14:11,992] [INFO] [timer.py:197:stop] 0/591, RunningAvgSamplesPerSec=10.935995639650073, CurrSamplesPerSec=10.882267753155148, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1591/20000 [1:37:46<50:51:29,  9.95s/it][2022-12-20 23:14:22,867] [INFO] [timer.py:197:stop] 0/592, RunningAvgSamplesPerSec=10.936383956360439, CurrSamplesPerSec=11.1699964588631, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1592/20000 [1:37:57<52:16:58, 10.22s/it][2022-12-20 23:14:32,245] [INFO] [timer.py:197:stop] 0/593, RunningAvgSamplesPerSec=10.936369105696603, CurrSamplesPerSec=10.927614240057338, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1593/20000 [1:38:06<50:58:47,  9.97s/it][2022-12-20 23:14:42,218] [INFO] [timer.py:197:stop] 0/594, RunningAvgSamplesPerSec=10.936336972121504, CurrSamplesPerSec=10.917379005440196, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1594/20000 [1:38:16<50:58:52,  9.97s/it][2022-12-20 23:14:51,325] [INFO] [timer.py:197:stop] 0/595, RunningAvgSamplesPerSec=10.936749904123753, CurrSamplesPerSec=11.186804248407102, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1595/20000 [1:38:25<49:39:13,  9.71s/it][2022-12-20 23:15:00,750] [INFO] [timer.py:197:stop] 0/596, RunningAvgSamplesPerSec=10.93634723384869, CurrSamplesPerSec=10.702674362271246, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1596/20000 [1:38:35<49:12:31,  9.63s/it][2022-12-20 23:15:10,908] [INFO] [timer.py:197:stop] 0/597, RunningAvgSamplesPerSec=10.935809886207487, CurrSamplesPerSec=10.625692063149758, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1597/20000 [1:38:45<50:01:21,  9.79s/it][2022-12-20 23:15:21,051] [INFO] [timer.py:197:stop] 0/598, RunningAvgSamplesPerSec=10.935798739603975, CurrSamplesPerSec=10.929170537072945, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1598/20000 [1:38:55<50:34:06,  9.89s/it][2022-12-20 23:15:32,530] [INFO] [timer.py:197:stop] 0/599, RunningAvgSamplesPerSec=10.935481737246395, CurrSamplesPerSec=10.749762407167399, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1599/20000 [1:39:07<52:59:52, 10.37s/it][2022-12-20 23:15:41,842] [INFO] [logging.py:68:log_dist] [Rank 0] step=1600, skipped=4, lr=[9.43846153846154e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:15:41,843] [INFO] [timer.py:197:stop] 0/600, RunningAvgSamplesPerSec=10.935792131129432, CurrSamplesPerSec=11.124296809584363, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1600/20000 [1:39:16<51:22:37, 10.05s/it]
                                                         
{'loss': 0.1503, 'learning_rate': 9.43846153846154e-06, 'epoch': 0.03}

  8%|▊         | 1600/20000 [1:39:16<51:22:37, 10.05s/it][2022-12-20 23:15:51,800] [INFO] [timer.py:197:stop] 0/601, RunningAvgSamplesPerSec=10.935587149905292, CurrSamplesPerSec=10.814369399473671, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1601/20000 [1:39:26<51:13:41, 10.02s/it][2022-12-20 23:16:01,214] [INFO] [timer.py:197:stop] 0/602, RunningAvgSamplesPerSec=10.935631317546319, CurrSamplesPerSec=10.962152002750141, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1602/20000 [1:39:35<50:17:26,  9.84s/it][2022-12-20 23:16:12,306] [INFO] [timer.py:197:stop] 0/603, RunningAvgSamplesPerSec=10.93572163704662, CurrSamplesPerSec=10.990183672316338, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1603/20000 [1:39:46<52:12:22, 10.22s/it][2022-12-20 23:16:21,949] [INFO] [timer.py:197:stop] 0/604, RunningAvgSamplesPerSec=10.935590120954556, CurrSamplesPerSec=10.857117087318317, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1604/20000 [1:39:56<51:19:32, 10.04s/it][2022-12-20 23:16:31,187] [INFO] [timer.py:197:stop] 0/605, RunningAvgSamplesPerSec=10.935636209446612, CurrSamplesPerSec=10.96345217196754, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1605/20000 [1:40:05<50:05:10,  9.80s/it][2022-12-20 23:16:41,014] [INFO] [timer.py:197:stop] 0/606, RunningAvgSamplesPerSec=10.935703951126953, CurrSamplesPerSec=10.976705592158597, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1606/20000 [1:40:15<50:07:18,  9.81s/it][2022-12-20 23:16:50,343] [INFO] [timer.py:197:stop] 0/607, RunningAvgSamplesPerSec=10.935772747327167, CurrSamplesPerSec=10.97748440740619, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1607/20000 [1:40:24<49:22:57,  9.67s/it][2022-12-20 23:16:59,743] [INFO] [timer.py:197:stop] 0/608, RunningAvgSamplesPerSec=10.935490991736822, CurrSamplesPerSec=10.76764949271575, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1608/20000 [1:40:34<48:58:21,  9.59s/it][2022-12-20 23:17:08,920] [INFO] [timer.py:197:stop] 0/609, RunningAvgSamplesPerSec=10.935621170742117, CurrSamplesPerSec=11.01508382955531, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1609/20000 [1:40:43<48:20:37,  9.46s/it][2022-12-20 23:17:18,843] [INFO] [logging.py:68:log_dist] [Rank 0] step=1610, skipped=4, lr=[9.433333333333335e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:17:18,844] [INFO] [timer.py:197:stop] 0/610, RunningAvgSamplesPerSec=10.935609320982241, CurrSamplesPerSec=10.928421252418113, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1610/20000 [1:40:53<49:02:50,  9.60s/it][2022-12-20 23:17:28,012] [INFO] [timer.py:197:stop] 0/611, RunningAvgSamplesPerSec=10.93566057949641, CurrSamplesPerSec=10.966914973471047, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1611/20000 [1:41:02<48:22:50,  9.47s/it][2022-12-20 23:17:37,835] [INFO] [timer.py:197:stop] 0/612, RunningAvgSamplesPerSec=10.93577874150544, CurrSamplesPerSec=11.008216851928037, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1612/20000 [1:41:12<48:55:00,  9.58s/it][2022-12-20 23:17:48,463] [INFO] [timer.py:197:stop] 0/613, RunningAvgSamplesPerSec=10.935451518034002, CurrSamplesPerSec=10.739429090702943, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1613/20000 [1:41:23<50:31:28,  9.89s/it][2022-12-20 23:17:57,795] [INFO] [timer.py:197:stop] 0/614, RunningAvgSamplesPerSec=10.935717487866293, CurrSamplesPerSec=11.100680459576942, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1614/20000 [1:41:32<49:39:49,  9.72s/it][2022-12-20 23:18:07,125] [INFO] [timer.py:197:stop] 0/615, RunningAvgSamplesPerSec=10.93616477986383, CurrSamplesPerSec=11.216947220453266, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1615/20000 [1:41:41<49:03:21,  9.61s/it][2022-12-20 23:18:16,675] [INFO] [timer.py:197:stop] 0/616, RunningAvgSamplesPerSec=10.93600356637378, CurrSamplesPerSec=10.83806615813888, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1616/20000 [1:41:51<48:58:08,  9.59s/it][2022-12-20 23:18:25,957] [INFO] [timer.py:197:stop] 0/617, RunningAvgSamplesPerSec=10.936120195592435, CurrSamplesPerSec=11.008203308930664, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1617/20000 [1:42:00<48:29:44,  9.50s/it][2022-12-20 23:18:35,217] [INFO] [timer.py:197:stop] 0/618, RunningAvgSamplesPerSec=10.936211686687539, CurrSamplesPerSec=10.992770177883674, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1618/20000 [1:42:09<48:07:47,  9.43s/it][2022-12-20 23:18:44,474] [INFO] [timer.py:197:stop] 0/619, RunningAvgSamplesPerSec=10.936358452449067, CurrSamplesPerSec=11.027520999332808, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1619/20000 [1:42:19<47:52:07,  9.38s/it][2022-12-20 23:18:54,203] [INFO] [logging.py:68:log_dist] [Rank 0] step=1620, skipped=4, lr=[9.428205128205129e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:18:54,203] [INFO] [timer.py:197:stop] 0/620, RunningAvgSamplesPerSec=10.936483363384866, CurrSamplesPerSec=11.014101275316984, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1620/20000 [1:42:28<48:24:27,  9.48s/it][2022-12-20 23:19:03,466] [INFO] [timer.py:197:stop] 0/621, RunningAvgSamplesPerSec=10.936824465589577, CurrSamplesPerSec=11.151775390700946, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1621/20000 [1:42:38<48:04:10,  9.42s/it][2022-12-20 23:19:12,895] [INFO] [timer.py:197:stop] 0/622, RunningAvgSamplesPerSec=10.936655535908816, CurrSamplesPerSec=10.833079969330775, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1622/20000 [1:42:47<48:05:15,  9.42s/it][2022-12-20 23:19:25,204] [INFO] [timer.py:197:stop] 0/623, RunningAvgSamplesPerSec=10.936644562296122, CurrSamplesPerSec=10.92984515912734, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1623/20000 [1:42:59<52:30:36, 10.29s/it][2022-12-20 23:19:35,209] [INFO] [timer.py:197:stop] 0/624, RunningAvgSamplesPerSec=10.936376182626082, CurrSamplesPerSec=10.772218106035911, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1624/20000 [1:43:09<52:04:32, 10.20s/it][2022-12-20 23:19:44,471] [INFO] [timer.py:197:stop] 0/625, RunningAvgSamplesPerSec=10.93652669718866, CurrSamplesPerSec=11.030956402246336, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1625/20000 [1:43:19<50:38:06,  9.92s/it]
                                                         
{'loss': 0.1491, 'learning_rate': 9.425641025641026e-06, 'epoch': 0.03}

  8%|▊         | 1625/20000 [1:43:19<50:38:06,  9.92s/it][2022-12-20 23:19:53,604] [INFO] [timer.py:197:stop] 0/626, RunningAvgSamplesPerSec=10.936415310371702, CurrSamplesPerSec=10.867459565252965, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1626/20000 [1:43:28<49:25:35,  9.68s/it][2022-12-20 23:20:03,906] [INFO] [timer.py:197:stop] 0/627, RunningAvgSamplesPerSec=10.936780692515006, CurrSamplesPerSec=11.169641362892412, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1627/20000 [1:43:38<50:22:06,  9.87s/it][2022-12-20 23:20:12,923] [INFO] [timer.py:197:stop] 0/628, RunningAvgSamplesPerSec=10.936880791466143, CurrSamplesPerSec=10.999803144282456, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1628/20000 [1:43:47<49:03:44,  9.61s/it][2022-12-20 23:20:21,979] [INFO] [timer.py:197:stop] 0/629, RunningAvgSamplesPerSec=10.93685607360851, CurrSamplesPerSec=10.921404590289859, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1629/20000 [1:43:56<48:12:20,  9.45s/it][2022-12-20 23:20:32,123] [INFO] [logging.py:68:log_dist] [Rank 0] step=1630, skipped=4, lr=[9.423076923076923e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:20:32,124] [INFO] [timer.py:197:stop] 0/630, RunningAvgSamplesPerSec=10.936931815659142, CurrSamplesPerSec=10.984629524371895, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1630/20000 [1:44:06<49:16:20,  9.66s/it][2022-12-20 23:20:41,732] [INFO] [timer.py:197:stop] 0/631, RunningAvgSamplesPerSec=10.93718517819558, CurrSamplesPerSec=11.098649538083867, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1631/20000 [1:44:16<49:11:46,  9.64s/it][2022-12-20 23:20:52,190] [INFO] [timer.py:197:stop] 0/632, RunningAvgSamplesPerSec=10.936670187164083, CurrSamplesPerSec=10.622073568007945, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1632/20000 [1:44:26<50:26:33,  9.89s/it][2022-12-20 23:21:02,433] [INFO] [timer.py:197:stop] 0/633, RunningAvgSamplesPerSec=10.937066459450742, CurrSamplesPerSec=11.19255918211712, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1633/20000 [1:44:37<50:59:08,  9.99s/it][2022-12-20 23:21:11,997] [INFO] [timer.py:197:stop] 0/634, RunningAvgSamplesPerSec=10.937278664108911, CurrSamplesPerSec=11.072842087478088, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1634/20000 [1:44:46<50:19:29,  9.86s/it][2022-12-20 23:21:28,368] [INFO] [timer.py:197:stop] 0/635, RunningAvgSamplesPerSec=10.937445088851156, CurrSamplesPerSec=11.043648451400768, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1635/20000 [1:45:02<60:16:51, 11.82s/it][2022-12-20 23:21:37,714] [INFO] [timer.py:197:stop] 0/636, RunningAvgSamplesPerSec=10.937416559359598, CurrSamplesPerSec=10.919387207154296, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1636/20000 [1:45:12<56:29:47, 11.08s/it][2022-12-20 23:21:47,352] [INFO] [timer.py:197:stop] 0/637, RunningAvgSamplesPerSec=10.937189540618942, CurrSamplesPerSec=10.795132038514872, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1637/20000 [1:45:21<54:17:38, 10.64s/it][2022-12-20 23:21:56,687] [INFO] [timer.py:197:stop] 0/638, RunningAvgSamplesPerSec=10.937251759851634, CurrSamplesPerSec=10.97690443764944, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1638/20000 [1:45:31<52:17:14, 10.25s/it][2022-12-20 23:22:05,891] [INFO] [timer.py:197:stop] 0/639, RunningAvgSamplesPerSec=10.937331110449241, CurrSamplesPerSec=10.98803240402849, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1639/20000 [1:45:40<50:40:57,  9.94s/it][2022-12-20 23:22:15,586] [INFO] [logging.py:68:log_dist] [Rank 0] step=1640, skipped=4, lr=[9.417948717948719e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:22:15,587] [INFO] [timer.py:197:stop] 0/640, RunningAvgSamplesPerSec=10.9374778436483, CurrSamplesPerSec=11.031753815942238, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1640/20000 [1:45:50<50:18:36,  9.86s/it][2022-12-20 23:22:25,111] [INFO] [timer.py:197:stop] 0/641, RunningAvgSamplesPerSec=10.937297602906023, CurrSamplesPerSec=10.823502316262253, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1641/20000 [1:45:59<49:47:11,  9.76s/it][2022-12-20 23:22:35,696] [INFO] [timer.py:197:stop] 0/642, RunningAvgSamplesPerSec=10.93668762920602, CurrSamplesPerSec=10.560347819149369, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1642/20000 [1:46:10<51:02:30, 10.01s/it][2022-12-20 23:22:44,690] [INFO] [timer.py:197:stop] 0/643, RunningAvgSamplesPerSec=10.936341260699942, CurrSamplesPerSec=10.71907618559426, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1643/20000 [1:46:19<49:29:09,  9.70s/it][2022-12-20 23:22:55,209] [INFO] [timer.py:197:stop] 0/644, RunningAvgSamplesPerSec=10.936442221208535, CurrSamplesPerSec=11.00154374222509, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1644/20000 [1:46:29<50:43:46,  9.95s/it][2022-12-20 23:23:04,450] [INFO] [timer.py:197:stop] 0/645, RunningAvgSamplesPerSec=10.936757553309546, CurrSamplesPerSec=11.14302478800435, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1645/20000 [1:46:39<49:38:37,  9.74s/it][2022-12-20 23:23:13,795] [INFO] [timer.py:197:stop] 0/646, RunningAvgSamplesPerSec=10.936760538466851, CurrSamplesPerSec=10.938680332071423, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1646/20000 [1:46:48<49:02:28,  9.62s/it][2022-12-20 23:23:22,978] [INFO] [timer.py:197:stop] 0/647, RunningAvgSamplesPerSec=10.937172606972945, CurrSamplesPerSec=11.209154147185817, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1647/20000 [1:46:57<48:22:19,  9.49s/it][2022-12-20 23:23:33,088] [INFO] [timer.py:197:stop] 0/648, RunningAvgSamplesPerSec=10.936707634869098, CurrSamplesPerSec=10.644817271385454, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1648/20000 [1:47:07<49:19:08,  9.67s/it][2022-12-20 23:23:42,625] [INFO] [timer.py:197:stop] 0/649, RunningAvgSamplesPerSec=10.936956136918166, CurrSamplesPerSec=11.099883607207323, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1649/20000 [1:47:17<49:06:22,  9.63s/it][2022-12-20 23:23:51,483] [INFO] [logging.py:68:log_dist] [Rank 0] step=1650, skipped=4, lr=[9.412820512820515e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:23:51,484] [INFO] [timer.py:197:stop] 0/650, RunningAvgSamplesPerSec=10.937426029306513, CurrSamplesPerSec=11.250152489840367, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1650/20000 [1:47:26<47:55:10,  9.40s/it]
                                                         
{'loss': 0.1408, 'learning_rate': 9.412820512820515e-06, 'epoch': 0.03}

  8%|▊         | 1650/20000 [1:47:26<47:55:10,  9.40s/it][2022-12-20 23:24:02,335] [INFO] [timer.py:197:stop] 0/651, RunningAvgSamplesPerSec=10.93718769419849, CurrSamplesPerSec=10.784900273339415, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1651/20000 [1:47:36<50:08:03,  9.84s/it][2022-12-20 23:24:11,495] [INFO] [timer.py:197:stop] 0/652, RunningAvgSamplesPerSec=10.937597886614558, CurrSamplesPerSec=11.21046441316815, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1652/20000 [1:47:46<49:05:49,  9.63s/it][2022-12-20 23:24:21,228] [INFO] [timer.py:197:stop] 0/653, RunningAvgSamplesPerSec=10.937613125767916, CurrSamplesPerSec=10.947527568097964, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1653/20000 [1:47:55<49:14:58,  9.66s/it][2022-12-20 23:24:31,183] [INFO] [timer.py:197:stop] 0/654, RunningAvgSamplesPerSec=10.936774057441623, CurrSamplesPerSec=10.416562288441526, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1654/20000 [1:48:05<49:41:25,  9.75s/it][2022-12-20 23:24:40,792] [INFO] [timer.py:197:stop] 0/655, RunningAvgSamplesPerSec=10.936646241443192, CurrSamplesPerSec=10.853941378909768, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1655/20000 [1:48:15<49:28:17,  9.71s/it][2022-12-20 23:24:51,894] [INFO] [timer.py:197:stop] 0/656, RunningAvgSamplesPerSec=10.936826240903903, CurrSamplesPerSec=11.05564480450444, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1656/20000 [1:48:26<51:35:58, 10.13s/it][2022-12-20 23:25:01,118] [INFO] [timer.py:197:stop] 0/657, RunningAvgSamplesPerSec=10.937295564469613, CurrSamplesPerSec=11.253109539498396, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1657/20000 [1:48:35<50:13:02,  9.86s/it][2022-12-20 23:25:10,315] [INFO] [timer.py:197:stop] 0/658, RunningAvgSamplesPerSec=10.93731700122442, CurrSamplesPerSec=10.951376151991552, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1658/20000 [1:48:44<49:12:26,  9.66s/it][2022-12-20 23:25:19,550] [INFO] [timer.py:197:stop] 0/659, RunningAvgSamplesPerSec=10.937319538646165, CurrSamplesPerSec=10.938984341062147, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1659/20000 [1:48:54<48:33:29,  9.53s/it][2022-12-20 23:25:30,773] [INFO] [logging.py:68:log_dist] [Rank 0] step=1660, skipped=4, lr=[9.407692307692309e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:25:30,774] [INFO] [timer.py:197:stop] 0/660, RunningAvgSamplesPerSec=10.937077495824001, CurrSamplesPerSec=10.780337783209536, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1660/20000 [1:49:05<51:08:36, 10.04s/it][2022-12-20 23:25:40,218] [INFO] [timer.py:197:stop] 0/661, RunningAvgSamplesPerSec=10.93735213414115, CurrSamplesPerSec=11.12110480791264, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1661/20000 [1:49:14<50:13:49,  9.86s/it][2022-12-20 23:25:49,837] [INFO] [timer.py:197:stop] 0/662, RunningAvgSamplesPerSec=10.937467758146825, CurrSamplesPerSec=11.014199342082884, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1662/20000 [1:49:24<49:51:34,  9.79s/it][2022-12-20 23:25:59,129] [INFO] [timer.py:197:stop] 0/663, RunningAvgSamplesPerSec=10.937832442356422, CurrSamplesPerSec=11.183948104669094, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1663/20000 [1:49:33<49:05:55,  9.64s/it][2022-12-20 23:26:09,664] [INFO] [timer.py:197:stop] 0/664, RunningAvgSamplesPerSec=10.93776543621318, CurrSamplesPerSec=10.893653272246029, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1664/20000 [1:49:44<50:27:51,  9.91s/it][2022-12-20 23:26:18,732] [INFO] [timer.py:197:stop] 0/665, RunningAvgSamplesPerSec=10.937797895673508, CurrSamplesPerSec=10.959328420713383, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1665/20000 [1:49:53<49:10:40,  9.66s/it][2022-12-20 23:26:28,546] [INFO] [timer.py:197:stop] 0/666, RunningAvgSamplesPerSec=10.93805746677269, CurrSamplesPerSec=11.112908297828334, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1666/20000 [1:50:03<49:25:03,  9.70s/it][2022-12-20 23:26:39,442] [INFO] [timer.py:197:stop] 0/667, RunningAvgSamplesPerSec=10.938156300943271, CurrSamplesPerSec=11.004178903987528, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1667/20000 [1:50:14<51:14:08, 10.06s/it][2022-12-20 23:26:49,255] [INFO] [timer.py:197:stop] 0/668, RunningAvgSamplesPerSec=10.938467870063333, CurrSamplesPerSec=11.149667842765258, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1668/20000 [1:50:23<50:51:14,  9.99s/it][2022-12-20 23:26:59,385] [INFO] [timer.py:197:stop] 0/669, RunningAvgSamplesPerSec=10.938305035323456, CurrSamplesPerSec=10.83092333409094, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1669/20000 [1:50:33<51:04:14, 10.03s/it][2022-12-20 23:27:08,846] [INFO] [logging.py:68:log_dist] [Rank 0] step=1670, skipped=4, lr=[9.402564102564103e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:27:08,846] [INFO] [timer.py:197:stop] 0/670, RunningAvgSamplesPerSec=10.93834940244487, CurrSamplesPerSec=10.96802267155303, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1670/20000 [1:50:43<50:11:59,  9.86s/it][2022-12-20 23:27:18,655] [INFO] [timer.py:197:stop] 0/671, RunningAvgSamplesPerSec=10.938574145659237, CurrSamplesPerSec=11.090794922342877, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1671/20000 [1:50:53<50:07:13,  9.84s/it][2022-12-20 23:27:27,799] [INFO] [timer.py:197:stop] 0/672, RunningAvgSamplesPerSec=10.93803477850983, CurrSamplesPerSec=10.588738376065386, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1672/20000 [1:51:02<49:02:51,  9.63s/it][2022-12-20 23:27:37,604] [INFO] [timer.py:197:stop] 0/673, RunningAvgSamplesPerSec=10.937770230354033, CurrSamplesPerSec=10.763353616875223, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1673/20000 [1:51:12<49:18:21,  9.69s/it][2022-12-20 23:27:46,876] [INFO] [timer.py:197:stop] 0/674, RunningAvgSamplesPerSec=10.937616171037613, CurrSamplesPerSec=10.835211659537388, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1674/20000 [1:51:21<48:40:21,  9.56s/it][2022-12-20 23:27:57,166] [INFO] [timer.py:197:stop] 0/675, RunningAvgSamplesPerSec=10.937673882626907, CurrSamplesPerSec=10.97659427773797, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1675/20000 [1:51:31<49:46:55,  9.78s/it]
                                                         
{'loss': 0.1294, 'learning_rate': 9.4e-06, 'epoch': 0.03}

  8%|▊         | 1675/20000 [1:51:31<49:46:55,  9.78s/it][2022-12-20 23:28:08,430] [INFO] [timer.py:197:stop] 0/676, RunningAvgSamplesPerSec=10.937634982218547, CurrSamplesPerSec=10.91151761398093, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1676/20000 [1:51:43<52:02:47, 10.23s/it][2022-12-20 23:28:18,808] [INFO] [timer.py:197:stop] 0/677, RunningAvgSamplesPerSec=10.937544988252888, CurrSamplesPerSec=10.877224071164605, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1677/20000 [1:51:53<52:16:36, 10.27s/it][2022-12-20 23:28:28,894] [INFO] [timer.py:197:stop] 0/678, RunningAvgSamplesPerSec=10.937684804291097, CurrSamplesPerSec=11.032883267044765, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1678/20000 [1:52:03<51:59:31, 10.22s/it][2022-12-20 23:28:38,790] [INFO] [timer.py:197:stop] 0/679, RunningAvgSamplesPerSec=10.937620817210352, CurrSamplesPerSec=10.894536190468807, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1679/20000 [1:52:13<51:30:02, 10.12s/it][2022-12-20 23:28:51,513] [INFO] [logging.py:68:log_dist] [Rank 0] step=1680, skipped=4, lr=[9.397435897435899e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:28:51,514] [INFO] [timer.py:197:stop] 0/680, RunningAvgSamplesPerSec=10.937347481349514, CurrSamplesPerSec=10.755382309749034, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1680/20000 [1:52:26<55:28:20, 10.90s/it][2022-12-20 23:29:02,016] [INFO] [timer.py:197:stop] 0/681, RunningAvgSamplesPerSec=10.936943734954045, CurrSamplesPerSec=10.669897421930436, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1681/20000 [1:52:36<54:51:44, 10.78s/it][2022-12-20 23:29:12,264] [INFO] [timer.py:197:stop] 0/682, RunningAvgSamplesPerSec=10.937004080006599, CurrSamplesPerSec=10.978132681428532, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1682/20000 [1:52:46<54:02:38, 10.62s/it][2022-12-20 23:29:21,298] [INFO] [timer.py:197:stop] 0/683, RunningAvgSamplesPerSec=10.937305024335929, CurrSamplesPerSec=11.145854974708811, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1683/20000 [1:52:55<51:37:07, 10.15s/it][2022-12-20 23:29:30,879] [INFO] [timer.py:197:stop] 0/684, RunningAvgSamplesPerSec=10.93714974951283, CurrSamplesPerSec=10.83242161060304, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1684/20000 [1:53:05<50:45:16,  9.98s/it][2022-12-20 23:29:40,034] [INFO] [timer.py:197:stop] 0/685, RunningAvgSamplesPerSec=10.937296846653346, CurrSamplesPerSec=11.038547157197018, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1685/20000 [1:53:14<49:29:57,  9.73s/it][2022-12-20 23:29:49,411] [INFO] [timer.py:197:stop] 0/686, RunningAvgSamplesPerSec=10.937100846702448, CurrSamplesPerSec=10.804853926520355, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1686/20000 [1:53:23<48:57:32,  9.62s/it][2022-12-20 23:30:00,027] [INFO] [timer.py:197:stop] 0/687, RunningAvgSamplesPerSec=10.936924886900897, CurrSamplesPerSec=10.81788033579198, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1687/20000 [1:53:34<50:28:13,  9.92s/it][2022-12-20 23:30:11,664] [INFO] [timer.py:197:stop] 0/688, RunningAvgSamplesPerSec=10.936340320593816, CurrSamplesPerSec=10.550075900206634, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1688/20000 [1:53:46<53:05:03, 10.44s/it][2022-12-20 23:30:25,730] [INFO] [timer.py:197:stop] 0/689, RunningAvgSamplesPerSec=10.936174887993886, CurrSamplesPerSec=10.823855384328168, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1689/20000 [1:54:00<58:37:13, 11.52s/it][2022-12-20 23:30:38,223] [INFO] [logging.py:68:log_dist] [Rank 0] step=1690, skipped=4, lr=[9.392307692307693e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:30:38,224] [INFO] [timer.py:197:stop] 0/690, RunningAvgSamplesPerSec=10.9361516906195, CurrSamplesPerSec=10.920238317773167, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1690/20000 [1:54:12<60:05:48, 11.82s/it][2022-12-20 23:30:47,550] [INFO] [timer.py:197:stop] 0/691, RunningAvgSamplesPerSec=10.936447946995889, CurrSamplesPerSec=11.144148917642955, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1691/20000 [1:54:22<56:17:39, 11.07s/it][2022-12-20 23:30:56,885] [INFO] [timer.py:197:stop] 0/692, RunningAvgSamplesPerSec=10.936300035191257, CurrSamplesPerSec=10.835331058994742, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1692/20000 [1:54:31<53:38:47, 10.55s/it][2022-12-20 23:31:05,982] [INFO] [timer.py:197:stop] 0/693, RunningAvgSamplesPerSec=10.936802028815045, CurrSamplesPerSec=11.294523313104474, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1693/20000 [1:54:40<51:25:41, 10.11s/it][2022-12-20 23:31:15,136] [INFO] [timer.py:197:stop] 0/694, RunningAvgSamplesPerSec=10.936667017961108, CurrSamplesPerSec=10.844164727444248, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1694/20000 [1:54:49<49:57:43,  9.83s/it][2022-12-20 23:31:24,966] [INFO] [timer.py:197:stop] 0/695, RunningAvgSamplesPerSec=10.936502186663462, CurrSamplesPerSec=10.823617966429362, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1695/20000 [1:54:59<49:57:56,  9.83s/it][2022-12-20 23:31:35,221] [INFO] [timer.py:197:stop] 0/696, RunningAvgSamplesPerSec=10.936581204492484, CurrSamplesPerSec=10.991616518921838, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1696/20000 [1:55:09<50:36:59,  9.96s/it][2022-12-20 23:31:44,786] [INFO] [timer.py:197:stop] 0/697, RunningAvgSamplesPerSec=10.936032734468737, CurrSamplesPerSec=10.56821519650347, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1697/20000 [1:55:19<50:01:07,  9.84s/it][2022-12-20 23:31:54,578] [INFO] [timer.py:197:stop] 0/698, RunningAvgSamplesPerSec=10.936242285577222, CurrSamplesPerSec=11.083848811496809, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1698/20000 [1:55:29<49:56:45,  9.82s/it][2022-12-20 23:32:05,061] [INFO] [timer.py:197:stop] 0/699, RunningAvgSamplesPerSec=10.93590784556477, CurrSamplesPerSec=10.70799566614821, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1699/20000 [1:55:39<50:56:57, 10.02s/it][2022-12-20 23:32:14,269] [INFO] [logging.py:68:log_dist] [Rank 0] step=1700, skipped=4, lr=[9.387179487179488e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:32:14,270] [INFO] [timer.py:197:stop] 0/700, RunningAvgSamplesPerSec=10.935947486005059, CurrSamplesPerSec=10.963646955279906, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  8%|▊         | 1700/20000 [1:55:48<49:42:21,  9.78s/it]
                                                         
{'loss': 0.1618, 'learning_rate': 9.387179487179488e-06, 'epoch': 0.04}

  8%|▊         | 1700/20000 [1:55:48<49:42:21,  9.78s/it][2022-12-20 23:32:24,087] [INFO] [timer.py:197:stop] 0/701, RunningAvgSamplesPerSec=10.935167314563428, CurrSamplesPerSec=10.416474979431731, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1701/20000 [1:55:58<49:45:43,  9.79s/it][2022-12-20 23:32:34,164] [INFO] [timer.py:197:stop] 0/702, RunningAvgSamplesPerSec=10.935541709004191, CurrSamplesPerSec=11.203669242919812, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1702/20000 [1:56:08<50:11:45,  9.88s/it][2022-12-20 23:32:43,867] [INFO] [timer.py:197:stop] 0/703, RunningAvgSamplesPerSec=10.935881740084334, CurrSamplesPerSec=11.179207089113248, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1703/20000 [1:56:18<49:55:50,  9.82s/it][2022-12-20 23:32:55,055] [INFO] [timer.py:197:stop] 0/704, RunningAvgSamplesPerSec=10.936088530903673, CurrSamplesPerSec=11.082999005262945, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1704/20000 [1:56:29<52:00:30, 10.23s/it][2022-12-20 23:33:06,185] [INFO] [timer.py:197:stop] 0/705, RunningAvgSamplesPerSec=10.935878277973439, CurrSamplesPerSec=10.790249025669523, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1705/20000 [1:56:40<53:22:17, 10.50s/it][2022-12-20 23:33:17,259] [INFO] [timer.py:197:stop] 0/706, RunningAvgSamplesPerSec=10.935442555503322, CurrSamplesPerSec=10.637487554416303, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1706/20000 [1:56:51<54:14:24, 10.67s/it][2022-12-20 23:33:26,714] [INFO] [timer.py:197:stop] 0/707, RunningAvgSamplesPerSec=10.935484843123403, CurrSamplesPerSec=10.96533671106061, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1707/20000 [1:57:01<52:22:45, 10.31s/it][2022-12-20 23:33:35,901] [INFO] [timer.py:197:stop] 0/708, RunningAvgSamplesPerSec=10.93527071193353, CurrSamplesPerSec=10.786366772413212, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1708/20000 [1:57:10<50:40:05,  9.97s/it][2022-12-20 23:33:47,031] [INFO] [timer.py:197:stop] 0/709, RunningAvgSamplesPerSec=10.93538312519912, CurrSamplesPerSec=11.015327913446388, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1709/20000 [1:57:21<52:25:47, 10.32s/it][2022-12-20 23:33:56,675] [INFO] [logging.py:68:log_dist] [Rank 0] step=1710, skipped=4, lr=[9.382051282051284e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:33:56,676] [INFO] [timer.py:197:stop] 0/710, RunningAvgSamplesPerSec=10.935406501140948, CurrSamplesPerSec=10.951958342360161, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1710/20000 [1:57:31<51:23:58, 10.12s/it][2022-12-20 23:34:05,843] [INFO] [timer.py:197:stop] 0/711, RunningAvgSamplesPerSec=10.935227807270826, CurrSamplesPerSec=10.810161546673413, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1711/20000 [1:57:40<49:56:57,  9.83s/it][2022-12-20 23:34:16,845] [INFO] [timer.py:197:stop] 0/712, RunningAvgSamplesPerSec=10.934629015299656, CurrSamplesPerSec=10.525974155323722, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1712/20000 [1:57:51<51:43:45, 10.18s/it][2022-12-20 23:34:28,936] [INFO] [timer.py:197:stop] 0/713, RunningAvgSamplesPerSec=10.935012336181373, CurrSamplesPerSec=11.214126730215852, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1713/20000 [1:58:03<54:38:03, 10.76s/it][2022-12-20 23:34:38,904] [INFO] [timer.py:197:stop] 0/714, RunningAvgSamplesPerSec=10.93482698695293, CurrSamplesPerSec=10.80461516701592, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1714/20000 [1:58:13<53:25:53, 10.52s/it][2022-12-20 23:34:48,348] [INFO] [timer.py:197:stop] 0/715, RunningAvgSamplesPerSec=10.934879465840007, CurrSamplesPerSec=10.972372729521611, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1715/20000 [1:58:22<51:47:24, 10.20s/it][2022-12-20 23:34:59,643] [INFO] [timer.py:197:stop] 0/716, RunningAvgSamplesPerSec=10.934672257022104, CurrSamplesPerSec=10.788904619066926, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1716/20000 [1:58:34<53:27:40, 10.53s/it][2022-12-20 23:35:08,830] [INFO] [timer.py:197:stop] 0/717, RunningAvgSamplesPerSec=10.934699240367033, CurrSamplesPerSec=10.953999401690293, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1717/20000 [1:58:43<51:25:03, 10.12s/it][2022-12-20 23:35:17,649] [INFO] [timer.py:197:stop] 0/718, RunningAvgSamplesPerSec=10.935080023195669, CurrSamplesPerSec=11.214301475973107, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1718/20000 [1:58:52<49:25:37,  9.73s/it][2022-12-20 23:35:29,407] [INFO] [timer.py:197:stop] 0/719, RunningAvgSamplesPerSec=10.935387888421888, CurrSamplesPerSec=11.160360641576107, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1719/20000 [1:59:03<52:30:31, 10.34s/it][2022-12-20 23:35:38,920] [INFO] [logging.py:68:log_dist] [Rank 0] step=1720, skipped=4, lr=[9.376923076923078e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:35:38,921] [INFO] [timer.py:197:stop] 0/720, RunningAvgSamplesPerSec=10.935481465864644, CurrSamplesPerSec=11.002991278821806, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1720/20000 [1:59:13<51:14:48, 10.09s/it][2022-12-20 23:35:48,003] [INFO] [timer.py:197:stop] 0/721, RunningAvgSamplesPerSec=10.93523535418812, CurrSamplesPerSec=10.761341131789614, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1721/20000 [1:59:22<49:42:19,  9.79s/it][2022-12-20 23:35:58,975] [INFO] [timer.py:197:stop] 0/722, RunningAvgSamplesPerSec=10.935639157859343, CurrSamplesPerSec=11.233903762266419, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1722/20000 [1:59:33<51:30:13, 10.14s/it][2022-12-20 23:36:09,405] [INFO] [timer.py:197:stop] 0/723, RunningAvgSamplesPerSec=10.935729235348122, CurrSamplesPerSec=11.000972498496582, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1723/20000 [1:59:43<51:56:14, 10.23s/it][2022-12-20 23:36:18,505] [INFO] [timer.py:197:stop] 0/724, RunningAvgSamplesPerSec=10.93569638405318, CurrSamplesPerSec=10.91206186175512, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1724/20000 [1:59:53<50:12:46,  9.89s/it][2022-12-20 23:36:28,245] [INFO] [timer.py:197:stop] 0/725, RunningAvgSamplesPerSec=10.935462575761944, CurrSamplesPerSec=10.769222770222843, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1725/20000 [2:00:02<49:58:50,  9.85s/it]
                                                         
{'loss': 0.1484, 'learning_rate': 9.374358974358975e-06, 'epoch': 0.04}

  9%|▊         | 1725/20000 [2:00:02<49:58:50,  9.85s/it][2022-12-20 23:36:37,712] [INFO] [timer.py:197:stop] 0/726, RunningAvgSamplesPerSec=10.935835008232086, CurrSamplesPerSec=11.211910789370474, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1726/20000 [2:00:12<49:24:02,  9.73s/it][2022-12-20 23:36:47,334] [INFO] [timer.py:197:stop] 0/727, RunningAvgSamplesPerSec=10.935454486833164, CurrSamplesPerSec=10.66673617938095, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1727/20000 [2:00:21<49:13:50,  9.70s/it][2022-12-20 23:36:56,810] [INFO] [timer.py:197:stop] 0/728, RunningAvgSamplesPerSec=10.935605670611558, CurrSamplesPerSec=11.046325189088808, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1728/20000 [2:00:31<48:53:17,  9.63s/it][2022-12-20 23:37:06,107] [INFO] [timer.py:197:stop] 0/729, RunningAvgSamplesPerSec=10.935997807327261, CurrSamplesPerSec=11.22830913626054, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1729/20000 [2:00:40<48:22:33,  9.53s/it][2022-12-20 23:37:16,126] [INFO] [logging.py:68:log_dist] [Rank 0] step=1730, skipped=4, lr=[9.371794871794872e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:37:16,127] [INFO] [timer.py:197:stop] 0/730, RunningAvgSamplesPerSec=10.936064982095598, CurrSamplesPerSec=10.985120401724027, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1730/20000 [2:00:50<49:06:58,  9.68s/it][2022-12-20 23:37:27,121] [INFO] [timer.py:197:stop] 0/731, RunningAvgSamplesPerSec=10.935895524616853, CurrSamplesPerSec=10.81390847509506, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1731/20000 [2:01:01<51:07:05, 10.07s/it][2022-12-20 23:37:37,583] [INFO] [timer.py:197:stop] 0/732, RunningAvgSamplesPerSec=10.936093289202638, CurrSamplesPerSec=11.082192336181707, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1732/20000 [2:01:12<51:42:22, 10.19s/it][2022-12-20 23:37:47,146] [INFO] [timer.py:197:stop] 0/733, RunningAvgSamplesPerSec=10.936246284011231, CurrSamplesPerSec=11.049086450974508, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1733/20000 [2:01:21<50:44:59, 10.00s/it][2022-12-20 23:37:57,406] [INFO] [timer.py:197:stop] 0/734, RunningAvgSamplesPerSec=10.936291077089479, CurrSamplesPerSec=10.969133282823687, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1734/20000 [2:01:31<51:08:25, 10.08s/it][2022-12-20 23:38:06,954] [INFO] [timer.py:197:stop] 0/735, RunningAvgSamplesPerSec=10.936316215544949, CurrSamplesPerSec=10.954748621522494, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1735/20000 [2:01:41<50:19:42,  9.92s/it][2022-12-20 23:38:16,544] [INFO] [timer.py:197:stop] 0/736, RunningAvgSamplesPerSec=10.936078840052943, CurrSamplesPerSec=10.764811239865862, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1736/20000 [2:01:51<49:49:27,  9.82s/it][2022-12-20 23:38:25,710] [INFO] [timer.py:197:stop] 0/737, RunningAvgSamplesPerSec=10.936201163718914, CurrSamplesPerSec=11.026730991722212, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1737/20000 [2:02:00<48:49:30,  9.62s/it][2022-12-20 23:38:34,752] [INFO] [timer.py:197:stop] 0/738, RunningAvgSamplesPerSec=10.936050706087014, CurrSamplesPerSec=10.82657290253782, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1738/20000 [2:02:09<47:56:12,  9.45s/it][2022-12-20 23:38:45,283] [INFO] [timer.py:197:stop] 0/739, RunningAvgSamplesPerSec=10.935852929770439, CurrSamplesPerSec=10.792204217176241, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1739/20000 [2:02:19<49:34:42,  9.77s/it][2022-12-20 23:38:55,014] [INFO] [logging.py:68:log_dist] [Rank 0] step=1740, skipped=4, lr=[9.366666666666668e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:38:55,015] [INFO] [timer.py:197:stop] 0/740, RunningAvgSamplesPerSec=10.935403184782412, CurrSamplesPerSec=10.613705315392004, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1740/20000 [2:02:29<49:30:42,  9.76s/it][2022-12-20 23:39:04,342] [INFO] [timer.py:197:stop] 0/741, RunningAvgSamplesPerSec=10.935319521824264, CurrSamplesPerSec=10.873923384775374, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1741/20000 [2:02:38<48:50:54,  9.63s/it][2022-12-20 23:39:13,984] [INFO] [timer.py:197:stop] 0/742, RunningAvgSamplesPerSec=10.935220641785287, CurrSamplesPerSec=10.86263399458235, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1742/20000 [2:02:48<48:51:45,  9.63s/it][2022-12-20 23:39:23,433] [INFO] [timer.py:197:stop] 0/743, RunningAvgSamplesPerSec=10.935108119613906, CurrSamplesPerSec=10.852471805088829, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1743/20000 [2:02:58<48:34:40,  9.58s/it][2022-12-20 23:39:33,201] [INFO] [timer.py:197:stop] 0/744, RunningAvgSamplesPerSec=10.935436468026344, CurrSamplesPerSec=11.184286869231624, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1744/20000 [2:03:07<48:51:47,  9.64s/it][2022-12-20 23:39:42,135] [INFO] [timer.py:197:stop] 0/745, RunningAvgSamplesPerSec=10.935522159063579, CurrSamplesPerSec=10.99947726603045, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1745/20000 [2:03:16<47:47:32,  9.42s/it][2022-12-20 23:39:51,201] [INFO] [timer.py:197:stop] 0/746, RunningAvgSamplesPerSec=10.935219222719722, CurrSamplesPerSec=10.714682968502792, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1746/20000 [2:03:25<47:14:41,  9.32s/it][2022-12-20 23:40:00,437] [INFO] [timer.py:197:stop] 0/747, RunningAvgSamplesPerSec=10.935727939401499, CurrSamplesPerSec=11.327801027039275, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1747/20000 [2:03:35<47:07:01,  9.29s/it][2022-12-20 23:40:11,161] [INFO] [timer.py:197:stop] 0/748, RunningAvgSamplesPerSec=10.935768270110055, CurrSamplesPerSec=10.965897540245942, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1748/20000 [2:03:45<49:17:32,  9.72s/it][2022-12-20 23:40:21,226] [INFO] [timer.py:197:stop] 0/749, RunningAvgSamplesPerSec=10.935783981538204, CurrSamplesPerSec=10.947517299299154, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▊         | 1749/20000 [2:03:55<49:48:35,  9.82s/it][2022-12-20 23:40:30,849] [INFO] [logging.py:68:log_dist] [Rank 0] step=1750, skipped=4, lr=[9.361538461538462e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:40:30,850] [INFO] [timer.py:197:stop] 0/750, RunningAvgSamplesPerSec=10.935765319145423, CurrSamplesPerSec=10.92184228444671, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1750/20000 [2:04:05<49:30:07,  9.76s/it]
                                                         
{'loss': 0.1298, 'learning_rate': 9.361538461538462e-06, 'epoch': 0.04}

  9%|▉         | 1750/20000 [2:04:05<49:30:07,  9.76s/it][2022-12-20 23:40:40,821] [INFO] [timer.py:197:stop] 0/751, RunningAvgSamplesPerSec=10.936052681524604, CurrSamplesPerSec=11.155315083975045, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1751/20000 [2:04:15<49:48:46,  9.83s/it][2022-12-20 23:40:49,835] [INFO] [timer.py:197:stop] 0/752, RunningAvgSamplesPerSec=10.936266329178295, CurrSamplesPerSec=11.098667893367796, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1752/20000 [2:04:24<48:34:30,  9.58s/it][2022-12-20 23:40:59,183] [INFO] [timer.py:197:stop] 0/753, RunningAvgSamplesPerSec=10.936268031181193, CurrSamplesPerSec=10.937544682565843, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1753/20000 [2:04:33<48:12:53,  9.51s/it][2022-12-20 23:41:08,282] [INFO] [timer.py:197:stop] 0/754, RunningAvgSamplesPerSec=10.936250177129772, CurrSamplesPerSec=10.922858225581674, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1754/20000 [2:04:42<47:34:57,  9.39s/it][2022-12-20 23:41:17,362] [INFO] [timer.py:197:stop] 0/755, RunningAvgSamplesPerSec=10.936203641295052, CurrSamplesPerSec=10.901320465301444, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1755/20000 [2:04:51<47:06:40,  9.30s/it][2022-12-20 23:41:30,466] [INFO] [timer.py:197:stop] 0/756, RunningAvgSamplesPerSec=10.936116835119464, CurrSamplesPerSec=10.871140662524704, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1756/20000 [2:05:05<52:53:57, 10.44s/it][2022-12-20 23:41:39,541] [INFO] [timer.py:197:stop] 0/757, RunningAvgSamplesPerSec=10.936046218029862, CurrSamplesPerSec=10.883059256876859, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1757/20000 [2:05:14<50:49:25, 10.03s/it][2022-12-20 23:41:48,777] [INFO] [timer.py:197:stop] 0/758, RunningAvgSamplesPerSec=10.936017225303532, CurrSamplesPerSec=10.914171501194403, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1758/20000 [2:05:23<49:36:51,  9.79s/it][2022-12-20 23:41:58,316] [INFO] [timer.py:197:stop] 0/759, RunningAvgSamplesPerSec=10.935547574506913, CurrSamplesPerSec=10.591671334764547, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1759/20000 [2:05:32<49:13:44,  9.72s/it][2022-12-20 23:42:09,003] [INFO] [logging.py:68:log_dist] [Rank 0] step=1760, skipped=4, lr=[9.356410256410258e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:42:09,004] [INFO] [timer.py:197:stop] 0/760, RunningAvgSamplesPerSec=10.935654117266234, CurrSamplesPerSec=11.016907035947515, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1760/20000 [2:05:43<50:42:12, 10.01s/it][2022-12-20 23:42:17,866] [INFO] [timer.py:197:stop] 0/761, RunningAvgSamplesPerSec=10.936200103955283, CurrSamplesPerSec=11.366357924218255, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1761/20000 [2:05:52<48:57:35,  9.66s/it][2022-12-20 23:42:28,597] [INFO] [timer.py:197:stop] 0/762, RunningAvgSamplesPerSec=10.935788137562682, CurrSamplesPerSec=10.63180865715734, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1762/20000 [2:06:03<50:34:49,  9.98s/it][2022-12-20 23:42:39,961] [INFO] [timer.py:197:stop] 0/763, RunningAvgSamplesPerSec=10.935793167068862, CurrSamplesPerSec=10.939616930056951, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1763/20000 [2:06:14<52:40:29, 10.40s/it][2022-12-20 23:42:49,241] [INFO] [timer.py:197:stop] 0/764, RunningAvgSamplesPerSec=10.93514124151805, CurrSamplesPerSec=10.46058431559171, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1764/20000 [2:06:23<50:58:27, 10.06s/it][2022-12-20 23:42:59,029] [INFO] [timer.py:197:stop] 0/765, RunningAvgSamplesPerSec=10.93503213943331, CurrSamplesPerSec=10.85252445538358, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1765/20000 [2:06:33<50:33:05,  9.98s/it][2022-12-20 23:43:08,205] [INFO] [timer.py:197:stop] 0/766, RunningAvgSamplesPerSec=10.93544516895334, CurrSamplesPerSec=11.259950663265693, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1766/20000 [2:06:42<49:19:37,  9.74s/it][2022-12-20 23:43:18,725] [INFO] [timer.py:197:stop] 0/767, RunningAvgSamplesPerSec=10.935435644881554, CurrSamplesPerSec=10.928164098826244, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1767/20000 [2:06:53<50:30:40,  9.97s/it][2022-12-20 23:43:27,947] [INFO] [timer.py:197:stop] 0/768, RunningAvgSamplesPerSec=10.935612573796073, CurrSamplesPerSec=11.072661674259829, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1768/20000 [2:07:02<49:22:03,  9.75s/it][2022-12-20 23:43:36,984] [INFO] [timer.py:197:stop] 0/769, RunningAvgSamplesPerSec=10.935717549373093, CurrSamplesPerSec=11.01672527592041, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1769/20000 [2:07:11<48:17:05,  9.53s/it][2022-12-20 23:43:46,206] [INFO] [logging.py:68:log_dist] [Rank 0] step=1770, skipped=4, lr=[9.351282051282052e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:43:46,207] [INFO] [timer.py:197:stop] 0/770, RunningAvgSamplesPerSec=10.93594107588263, CurrSamplesPerSec=11.11012010671922, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1770/20000 [2:07:20<47:48:31,  9.44s/it][2022-12-20 23:43:55,390] [INFO] [timer.py:197:stop] 0/771, RunningAvgSamplesPerSec=10.936340201137096, CurrSamplesPerSec=11.251719485408293, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1771/20000 [2:07:29<47:24:52,  9.36s/it][2022-12-20 23:44:04,451] [INFO] [timer.py:197:stop] 0/772, RunningAvgSamplesPerSec=10.936140376708602, CurrSamplesPerSec=10.784607367999419, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1772/20000 [2:07:39<46:57:05,  9.27s/it][2022-12-20 23:44:14,967] [INFO] [timer.py:197:stop] 0/773, RunningAvgSamplesPerSec=10.93630525819796, CurrSamplesPerSec=11.06475712974583, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1773/20000 [2:07:49<48:50:12,  9.65s/it][2022-12-20 23:44:24,462] [INFO] [timer.py:197:stop] 0/774, RunningAvgSamplesPerSec=10.936578449965944, CurrSamplesPerSec=11.151351037877514, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1774/20000 [2:07:59<48:36:19,  9.60s/it][2022-12-20 23:44:35,013] [INFO] [timer.py:197:stop] 0/775, RunningAvgSamplesPerSec=10.936721760172896, CurrSamplesPerSec=11.04848934128297, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1775/20000 [2:08:09<50:02:48,  9.89s/it]
                                                         
{'loss': 0.1231, 'learning_rate': 9.348717948717949e-06, 'epoch': 0.04}

  9%|▉         | 1775/20000 [2:08:09<50:02:48,  9.89s/it][2022-12-20 23:44:45,199] [INFO] [timer.py:197:stop] 0/776, RunningAvgSamplesPerSec=10.936864371625067, CurrSamplesPerSec=11.048226960862998, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1776/20000 [2:08:19<50:29:58,  9.98s/it][2022-12-20 23:44:55,478] [INFO] [timer.py:197:stop] 0/777, RunningAvgSamplesPerSec=10.936583591593143, CurrSamplesPerSec=10.723499566502662, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1777/20000 [2:08:30<50:57:26, 10.07s/it][2022-12-20 23:45:04,684] [INFO] [timer.py:197:stop] 0/778, RunningAvgSamplesPerSec=10.936675506417975, CurrSamplesPerSec=11.008377113260542, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1778/20000 [2:08:39<49:38:49,  9.81s/it][2022-12-20 23:45:14,247] [INFO] [timer.py:197:stop] 0/779, RunningAvgSamplesPerSec=10.936567176654885, CurrSamplesPerSec=10.85314532863928, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1779/20000 [2:08:48<49:16:20,  9.73s/it][2022-12-20 23:45:23,565] [INFO] [logging.py:68:log_dist] [Rank 0] step=1780, skipped=4, lr=[9.346153846153847e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:45:23,566] [INFO] [timer.py:197:stop] 0/780, RunningAvgSamplesPerSec=10.93674918996795, CurrSamplesPerSec=11.080028682091573, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1780/20000 [2:08:58<48:38:15,  9.61s/it][2022-12-20 23:45:33,198] [INFO] [timer.py:197:stop] 0/781, RunningAvgSamplesPerSec=10.936709942686852, CurrSamplesPerSec=10.906260679075329, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1781/20000 [2:09:07<48:40:06,  9.62s/it][2022-12-20 23:45:42,252] [INFO] [timer.py:197:stop] 0/782, RunningAvgSamplesPerSec=10.936585674284284, CurrSamplesPerSec=10.84063102069758, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1782/20000 [2:09:16<47:48:42,  9.45s/it][2022-12-20 23:45:51,307] [INFO] [timer.py:197:stop] 0/783, RunningAvgSamplesPerSec=10.936537514480845, CurrSamplesPerSec=10.89910161688173, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1783/20000 [2:09:25<47:12:44,  9.33s/it][2022-12-20 23:46:02,313] [INFO] [timer.py:197:stop] 0/784, RunningAvgSamplesPerSec=10.936419068398594, CurrSamplesPerSec=10.844689571364105, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1784/20000 [2:09:36<49:45:14,  9.83s/it][2022-12-20 23:46:12,057] [INFO] [timer.py:197:stop] 0/785, RunningAvgSamplesPerSec=10.936310674431946, CurrSamplesPerSec=10.852199347975695, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1785/20000 [2:09:46<49:36:57,  9.81s/it][2022-12-20 23:46:21,356] [INFO] [timer.py:197:stop] 0/786, RunningAvgSamplesPerSec=10.93601810704276, CurrSamplesPerSec=10.711643882489952, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1786/20000 [2:09:55<48:50:36,  9.65s/it][2022-12-20 23:46:31,642] [INFO] [timer.py:197:stop] 0/787, RunningAvgSamplesPerSec=10.935500168925126, CurrSamplesPerSec=10.54399290770531, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1787/20000 [2:10:06<49:48:04,  9.84s/it][2022-12-20 23:46:40,708] [INFO] [timer.py:197:stop] 0/788, RunningAvgSamplesPerSec=10.935562807315153, CurrSamplesPerSec=10.984956321537291, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1788/20000 [2:10:15<48:37:04,  9.61s/it][2022-12-20 23:46:50,046] [INFO] [timer.py:197:stop] 0/789, RunningAvgSamplesPerSec=10.935045298406216, CurrSamplesPerSec=10.542889281293007, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1789/20000 [2:10:24<48:12:02,  9.53s/it][2022-12-20 23:46:59,305] [INFO] [logging.py:68:log_dist] [Rank 0] step=1790, skipped=4, lr=[9.341025641025642e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:46:59,306] [INFO] [timer.py:197:stop] 0/790, RunningAvgSamplesPerSec=10.934974425359277, CurrSamplesPerSec=10.879480759034552, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1790/20000 [2:10:33<47:47:27,  9.45s/it][2022-12-20 23:47:08,644] [INFO] [timer.py:197:stop] 0/791, RunningAvgSamplesPerSec=10.93498409743769, CurrSamplesPerSec=10.942611017876128, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1791/20000 [2:10:43<47:37:20,  9.42s/it][2022-12-20 23:47:18,725] [INFO] [timer.py:197:stop] 0/792, RunningAvgSamplesPerSec=10.934829344432396, CurrSamplesPerSec=10.814079247787566, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1792/20000 [2:10:53<48:37:48,  9.61s/it][2022-12-20 23:47:28,822] [INFO] [timer.py:197:stop] 0/793, RunningAvgSamplesPerSec=10.934876420737572, CurrSamplesPerSec=10.972193781443558, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1793/20000 [2:11:03<49:21:32,  9.76s/it][2022-12-20 23:47:37,785] [INFO] [timer.py:197:stop] 0/794, RunningAvgSamplesPerSec=10.934900984443237, CurrSamplesPerSec=10.954365505260094, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1794/20000 [2:11:12<48:08:47,  9.52s/it][2022-12-20 23:47:49,301] [INFO] [timer.py:197:stop] 0/795, RunningAvgSamplesPerSec=10.934884524837447, CurrSamplesPerSec=10.921864058980692, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1795/20000 [2:11:23<51:10:22, 10.12s/it][2022-12-20 23:47:58,987] [INFO] [timer.py:197:stop] 0/796, RunningAvgSamplesPerSec=10.934528056292935, CurrSamplesPerSec=10.658980931124045, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1796/20000 [2:11:33<50:30:40,  9.99s/it][2022-12-20 23:48:08,030] [INFO] [timer.py:197:stop] 0/797, RunningAvgSamplesPerSec=10.93463044100196, CurrSamplesPerSec=11.016533575325797, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1797/20000 [2:11:42<49:04:28,  9.71s/it][2022-12-20 23:48:17,762] [INFO] [timer.py:197:stop] 0/798, RunningAvgSamplesPerSec=10.93501176728531, CurrSamplesPerSec=11.246821422431923, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1798/20000 [2:11:52<49:06:43,  9.71s/it][2022-12-20 23:48:26,825] [INFO] [timer.py:197:stop] 0/799, RunningAvgSamplesPerSec=10.934874975084933, CurrSamplesPerSec=10.827063292484047, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1799/20000 [2:12:01<48:07:19,  9.52s/it][2022-12-20 23:48:35,991] [INFO] [logging.py:68:log_dist] [Rank 0] step=1800, skipped=4, lr=[9.335897435897436e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:48:35,992] [INFO] [timer.py:197:stop] 0/800, RunningAvgSamplesPerSec=10.935229081129776, CurrSamplesPerSec=11.224937949011391, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1800/20000 [2:12:10<47:35:14,  9.41s/it]
                                                         
{'loss': 0.1241, 'learning_rate': 9.335897435897436e-06, 'epoch': 0.04}

  9%|▉         | 1800/20000 [2:12:10<47:35:14,  9.41s/it][2022-12-20 23:48:45,092] [INFO] [timer.py:197:stop] 0/801, RunningAvgSamplesPerSec=10.934965285533352, CurrSamplesPerSec=10.72843725060877, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1801/20000 [2:12:19<47:06:34,  9.32s/it][2022-12-20 23:48:55,606] [INFO] [timer.py:197:stop] 0/802, RunningAvgSamplesPerSec=10.934750993090585, CurrSamplesPerSec=10.766174260803636, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1802/20000 [2:12:30<48:55:08,  9.68s/it][2022-12-20 23:49:06,114] [INFO] [timer.py:197:stop] 0/803, RunningAvgSamplesPerSec=10.934461038178597, CurrSamplesPerSec=10.707321671951611, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1803/20000 [2:12:40<50:10:38,  9.93s/it][2022-12-20 23:49:15,248] [INFO] [timer.py:197:stop] 0/804, RunningAvgSamplesPerSec=10.934097088650043, CurrSamplesPerSec=10.650153438759629, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1804/20000 [2:12:49<48:58:16,  9.69s/it][2022-12-20 23:49:25,970] [INFO] [timer.py:197:stop] 0/805, RunningAvgSamplesPerSec=10.934192238045723, CurrSamplesPerSec=11.011039036525158, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1805/20000 [2:13:00<50:32:11, 10.00s/it][2022-12-20 23:49:36,854] [INFO] [timer.py:197:stop] 0/806, RunningAvgSamplesPerSec=10.934150201485034, CurrSamplesPerSec=10.900498859354993, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1806/20000 [2:13:11<51:52:27, 10.26s/it][2022-12-20 23:49:45,959] [INFO] [timer.py:197:stop] 0/807, RunningAvgSamplesPerSec=10.933888840350733, CurrSamplesPerSec=10.727721666939686, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1807/20000 [2:13:20<50:06:50,  9.92s/it][2022-12-20 23:49:56,015] [INFO] [timer.py:197:stop] 0/808, RunningAvgSamplesPerSec=10.933446632499495, CurrSamplesPerSec=10.5887074674885, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1808/20000 [2:13:30<50:19:23,  9.96s/it][2022-12-20 23:50:05,797] [INFO] [timer.py:197:stop] 0/809, RunningAvgSamplesPerSec=10.933540409204937, CurrSamplesPerSec=11.00965124399394, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1809/20000 [2:13:40<50:03:09,  9.91s/it][2022-12-20 23:50:14,862] [INFO] [logging.py:68:log_dist] [Rank 0] step=1810, skipped=4, lr=[9.330769230769231e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:50:14,863] [INFO] [timer.py:197:stop] 0/810, RunningAvgSamplesPerSec=10.933944206189626, CurrSamplesPerSec=11.269831212486265, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1810/20000 [2:13:49<48:46:37,  9.65s/it][2022-12-20 23:50:25,202] [INFO] [timer.py:197:stop] 0/811, RunningAvgSamplesPerSec=10.934060580152122, CurrSamplesPerSec=11.028907410130488, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1811/20000 [2:13:59<49:48:49,  9.86s/it][2022-12-20 23:50:35,443] [INFO] [timer.py:197:stop] 0/812, RunningAvgSamplesPerSec=10.934134027139544, CurrSamplesPerSec=10.993877702221006, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1812/20000 [2:14:10<50:23:22,  9.97s/it][2022-12-20 23:50:44,484] [INFO] [timer.py:197:stop] 0/813, RunningAvgSamplesPerSec=10.934174312592223, CurrSamplesPerSec=10.966903324113881, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1813/20000 [2:14:19<48:58:24,  9.69s/it][2022-12-20 23:50:54,301] [INFO] [timer.py:197:stop] 0/814, RunningAvgSamplesPerSec=10.933984922380764, CurrSamplesPerSec=10.782519795099734, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1814/20000 [2:14:28<49:09:25,  9.73s/it][2022-12-20 23:51:03,505] [INFO] [timer.py:197:stop] 0/815, RunningAvgSamplesPerSec=10.934335394086789, CurrSamplesPerSec=11.226532672025666, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1815/20000 [2:14:38<48:21:21,  9.57s/it][2022-12-20 23:51:12,958] [INFO] [timer.py:197:stop] 0/816, RunningAvgSamplesPerSec=10.934493568556046, CurrSamplesPerSec=11.064621674750592, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1816/20000 [2:14:47<48:10:20,  9.54s/it][2022-12-20 23:51:22,460] [INFO] [timer.py:197:stop] 0/817, RunningAvgSamplesPerSec=10.934421371084131, CurrSamplesPerSec=10.875967185982228, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1817/20000 [2:14:57<48:06:59,  9.53s/it][2022-12-20 23:51:31,856] [INFO] [timer.py:197:stop] 0/818, RunningAvgSamplesPerSec=10.933656355922167, CurrSamplesPerSec=10.343844075509644, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1818/20000 [2:15:06<47:54:58,  9.49s/it][2022-12-20 23:51:41,745] [INFO] [timer.py:197:stop] 0/819, RunningAvgSamplesPerSec=10.933320246357672, CurrSamplesPerSec=10.665774525985034, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1819/20000 [2:15:16<48:31:25,  9.61s/it][2022-12-20 23:51:51,945] [INFO] [logging.py:68:log_dist] [Rank 0] step=1820, skipped=4, lr=[9.325641025641027e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:51:51,946] [INFO] [timer.py:197:stop] 0/820, RunningAvgSamplesPerSec=10.933200484803274, CurrSamplesPerSec=10.836224232902513, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1820/20000 [2:15:26<49:25:04,  9.79s/it][2022-12-20 23:52:01,321] [INFO] [timer.py:197:stop] 0/821, RunningAvgSamplesPerSec=10.933523328434418, CurrSamplesPerSec=11.204154172004875, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1821/20000 [2:15:35<48:47:30,  9.66s/it][2022-12-20 23:52:10,485] [INFO] [timer.py:197:stop] 0/822, RunningAvgSamplesPerSec=10.933131703704397, CurrSamplesPerSec=10.621543152272869, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1822/20000 [2:15:45<48:02:04,  9.51s/it][2022-12-20 23:52:20,073] [INFO] [timer.py:197:stop] 0/823, RunningAvgSamplesPerSec=10.933232351513793, CurrSamplesPerSec=11.016392064780305, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1823/20000 [2:15:54<48:08:45,  9.54s/it][2022-12-20 23:52:29,328] [INFO] [timer.py:197:stop] 0/824, RunningAvgSamplesPerSec=10.933191772153881, CurrSamplesPerSec=10.899977451721284, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1824/20000 [2:16:03<47:43:07,  9.45s/it][2022-12-20 23:52:38,646] [INFO] [timer.py:197:stop] 0/825, RunningAvgSamplesPerSec=10.932985941985747, CurrSamplesPerSec=10.766375051684006, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1825/20000 [2:16:13<47:30:51,  9.41s/it]
                                                         
{'loss': 0.1215, 'learning_rate': 9.323076923076924e-06, 'epoch': 0.04}

  9%|▉         | 1825/20000 [2:16:13<47:30:51,  9.41s/it][2022-12-20 23:52:47,837] [INFO] [timer.py:197:stop] 0/826, RunningAvgSamplesPerSec=10.933133157845985, CurrSamplesPerSec=11.055651179157628, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1826/20000 [2:16:22<47:10:38,  9.35s/it][2022-12-20 23:52:57,489] [INFO] [timer.py:197:stop] 0/827, RunningAvgSamplesPerSec=10.932957029375828, CurrSamplesPerSec=10.789730738925376, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1827/20000 [2:16:32<47:38:25,  9.44s/it][2022-12-20 23:53:06,906] [INFO] [timer.py:197:stop] 0/828, RunningAvgSamplesPerSec=10.93304304903283, CurrSamplesPerSec=11.004473481922476, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1828/20000 [2:16:41<47:36:22,  9.43s/it][2022-12-20 23:53:17,319] [INFO] [timer.py:197:stop] 0/829, RunningAvgSamplesPerSec=10.933042833817483, CurrSamplesPerSec=10.932865068835573, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1829/20000 [2:16:51<49:05:23,  9.73s/it][2022-12-20 23:53:26,736] [INFO] [logging.py:68:log_dist] [Rank 0] step=1830, skipped=4, lr=[9.320512820512821e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:53:26,737] [INFO] [timer.py:197:stop] 0/830, RunningAvgSamplesPerSec=10.932912909195188, CurrSamplesPerSec=10.826512207316942, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1830/20000 [2:17:01<48:37:17,  9.63s/it][2022-12-20 23:53:35,695] [INFO] [timer.py:197:stop] 0/831, RunningAvgSamplesPerSec=10.93324773117882, CurrSamplesPerSec=11.217701903456092, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1831/20000 [2:17:10<47:35:50,  9.43s/it][2022-12-20 23:53:45,481] [INFO] [timer.py:197:stop] 0/832, RunningAvgSamplesPerSec=10.93327391772374, CurrSamplesPerSec=10.95502580518701, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1832/20000 [2:17:20<48:07:52,  9.54s/it][2022-12-20 23:53:54,690] [INFO] [timer.py:197:stop] 0/833, RunningAvgSamplesPerSec=10.93363432040449, CurrSamplesPerSec=11.241193213142436, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1833/20000 [2:17:29<47:37:55,  9.44s/it][2022-12-20 23:54:04,278] [INFO] [timer.py:197:stop] 0/834, RunningAvgSamplesPerSec=10.933690874020197, CurrSamplesPerSec=10.98089004802973, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1834/20000 [2:17:38<47:51:22,  9.48s/it][2022-12-20 23:54:13,941] [INFO] [timer.py:197:stop] 0/835, RunningAvgSamplesPerSec=10.933667377622752, CurrSamplesPerSec=10.91415330733636, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1835/20000 [2:17:48<48:07:30,  9.54s/it][2022-12-20 23:54:23,304] [INFO] [timer.py:197:stop] 0/836, RunningAvgSamplesPerSec=10.933876160324216, CurrSamplesPerSec=11.110606628530256, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1836/20000 [2:17:57<47:51:24,  9.48s/it][2022-12-20 23:54:32,795] [INFO] [timer.py:197:stop] 0/837, RunningAvgSamplesPerSec=10.934197886988718, CurrSamplesPerSec=11.209276313380158, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1837/20000 [2:18:07<47:51:49,  9.49s/it][2022-12-20 23:54:41,970] [INFO] [timer.py:197:stop] 0/838, RunningAvgSamplesPerSec=10.934445925387763, CurrSamplesPerSec=11.145561571592305, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1838/20000 [2:18:16<47:23:21,  9.39s/it][2022-12-20 23:54:50,901] [INFO] [timer.py:197:stop] 0/839, RunningAvgSamplesPerSec=10.934584177430798, CurrSamplesPerSec=11.051399097709048, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1839/20000 [2:18:25<46:41:14,  9.25s/it][2022-12-20 23:55:00,066] [INFO] [logging.py:68:log_dist] [Rank 0] step=1840, skipped=4, lr=[9.315384615384617e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:55:00,067] [INFO] [timer.py:197:stop] 0/840, RunningAvgSamplesPerSec=10.934473707605216, CurrSamplesPerSec=10.842786706366597, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1840/20000 [2:18:34<46:32:58,  9.23s/it][2022-12-20 23:55:09,092] [INFO] [timer.py:197:stop] 0/841, RunningAvgSamplesPerSec=10.934650706910661, CurrSamplesPerSec=11.085018251731217, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1841/20000 [2:18:43<46:14:25,  9.17s/it][2022-12-20 23:55:18,801] [INFO] [timer.py:197:stop] 0/842, RunningAvgSamplesPerSec=10.934630427845503, CurrSamplesPerSec=10.917642756269098, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1842/20000 [2:18:53<47:03:30,  9.33s/it][2022-12-20 23:55:28,223] [INFO] [timer.py:197:stop] 0/843, RunningAvgSamplesPerSec=10.934834782929212, CurrSamplesPerSec=11.109234084306378, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1843/20000 [2:19:02<47:11:43,  9.36s/it][2022-12-20 23:55:37,466] [INFO] [timer.py:197:stop] 0/844, RunningAvgSamplesPerSec=10.9344261511524, CurrSamplesPerSec=10.60125068756854, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1844/20000 [2:19:12<47:01:08,  9.32s/it][2022-12-20 23:55:46,793] [INFO] [timer.py:197:stop] 0/845, RunningAvgSamplesPerSec=10.934494570505759, CurrSamplesPerSec=10.992409155172536, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1845/20000 [2:19:21<47:01:18,  9.32s/it][2022-12-20 23:55:56,219] [INFO] [timer.py:197:stop] 0/846, RunningAvgSamplesPerSec=10.934577944148897, CurrSamplesPerSec=11.005317153772802, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1846/20000 [2:19:30<47:10:28,  9.35s/it][2022-12-20 23:56:05,530] [INFO] [timer.py:197:stop] 0/847, RunningAvgSamplesPerSec=10.934350062715842, CurrSamplesPerSec=10.745346586525402, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1847/20000 [2:19:40<47:06:19,  9.34s/it][2022-12-20 23:56:15,281] [INFO] [timer.py:197:stop] 0/848, RunningAvgSamplesPerSec=10.933990247146808, CurrSamplesPerSec=10.638181453654983, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1848/20000 [2:19:49<47:43:17,  9.46s/it][2022-12-20 23:56:24,297] [INFO] [timer.py:197:stop] 0/849, RunningAvgSamplesPerSec=10.934070525341427, CurrSamplesPerSec=11.002410865601579, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1849/20000 [2:19:58<47:02:27,  9.33s/it][2022-12-20 23:56:33,693] [INFO] [logging.py:68:log_dist] [Rank 0] step=1850, skipped=4, lr=[9.310256410256411e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:56:33,694] [INFO] [timer.py:197:stop] 0/850, RunningAvgSamplesPerSec=10.934336508805286, CurrSamplesPerSec=11.164369636226871, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1850/20000 [2:20:08<47:08:23,  9.35s/it]
                                                         
{'loss': 0.1225, 'learning_rate': 9.310256410256411e-06, 'epoch': 0.04}

  9%|▉         | 1850/20000 [2:20:08<47:08:23,  9.35s/it][2022-12-20 23:56:43,972] [INFO] [timer.py:197:stop] 0/851, RunningAvgSamplesPerSec=10.93446620458424, CurrSamplesPerSec=11.045567027099336, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1851/20000 [2:20:18<48:32:28,  9.63s/it][2022-12-20 23:56:52,779] [INFO] [timer.py:197:stop] 0/852, RunningAvgSamplesPerSec=10.934957867944732, CurrSamplesPerSec=11.368967090425222, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1852/20000 [2:20:27<47:17:41,  9.38s/it][2022-12-20 23:57:01,881] [INFO] [timer.py:197:stop] 0/853, RunningAvgSamplesPerSec=10.934790195119508, CurrSamplesPerSec=10.794104125461107, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1853/20000 [2:20:36<46:52:13,  9.30s/it][2022-12-20 23:57:12,753] [INFO] [timer.py:197:stop] 0/854, RunningAvgSamplesPerSec=10.935029807182907, CurrSamplesPerSec=11.142818953440626, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1854/20000 [2:20:47<49:14:51,  9.77s/it][2022-12-20 23:57:22,048] [INFO] [timer.py:197:stop] 0/855, RunningAvgSamplesPerSec=10.935186306056742, CurrSamplesPerSec=11.070171202493578, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1855/20000 [2:20:56<48:31:29,  9.63s/it][2022-12-20 23:57:31,842] [INFO] [timer.py:197:stop] 0/856, RunningAvgSamplesPerSec=10.935244109766806, CurrSamplesPerSec=10.984774265696904, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1856/20000 [2:21:06<48:46:30,  9.68s/it][2022-12-20 23:57:41,471] [INFO] [timer.py:197:stop] 0/857, RunningAvgSamplesPerSec=10.935217381874216, CurrSamplesPerSec=10.912439362961951, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1857/20000 [2:21:16<48:41:56,  9.66s/it][2022-12-20 23:57:51,878] [INFO] [timer.py:197:stop] 0/858, RunningAvgSamplesPerSec=10.935559668110828, CurrSamplesPerSec=11.236271385076394, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1858/20000 [2:21:26<49:49:17,  9.89s/it][2022-12-20 23:58:00,897] [INFO] [timer.py:197:stop] 0/859, RunningAvgSamplesPerSec=10.935813755968912, CurrSamplesPerSec=11.157731781444083, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1859/20000 [2:21:35<48:30:25,  9.63s/it][2022-12-20 23:58:10,512] [INFO] [logging.py:68:log_dist] [Rank 0] step=1860, skipped=4, lr=[9.305128205128205e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:58:10,513] [INFO] [timer.py:197:stop] 0/860, RunningAvgSamplesPerSec=10.935742801472978, CurrSamplesPerSec=10.875271440739382, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1860/20000 [2:21:45<48:29:18,  9.62s/it][2022-12-20 23:58:20,113] [INFO] [timer.py:197:stop] 0/861, RunningAvgSamplesPerSec=10.935349350535171, CurrSamplesPerSec=10.60788912473791, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1861/20000 [2:21:54<48:27:08,  9.62s/it][2022-12-20 23:58:29,104] [INFO] [timer.py:197:stop] 0/862, RunningAvgSamplesPerSec=10.935424335763383, CurrSamplesPerSec=11.00021874594564, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1862/20000 [2:22:03<47:30:16,  9.43s/it][2022-12-20 23:58:39,299] [INFO] [timer.py:197:stop] 0/863, RunningAvgSamplesPerSec=10.935464083639358, CurrSamplesPerSec=10.969754570266975, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1863/20000 [2:22:13<48:39:36,  9.66s/it][2022-12-20 23:58:48,869] [INFO] [timer.py:197:stop] 0/864, RunningAvgSamplesPerSec=10.935753868670117, CurrSamplesPerSec=11.191091200307373, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1864/20000 [2:22:23<48:31:25,  9.63s/it][2022-12-20 23:58:58,132] [INFO] [timer.py:197:stop] 0/865, RunningAvgSamplesPerSec=10.935604161268468, CurrSamplesPerSec=10.808063199653157, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1865/20000 [2:22:32<47:57:47,  9.52s/it][2022-12-20 23:59:07,618] [INFO] [timer.py:197:stop] 0/866, RunningAvgSamplesPerSec=10.935867390401057, CurrSamplesPerSec=11.167858787681865, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1866/20000 [2:22:42<47:54:27,  9.51s/it][2022-12-20 23:59:18,341] [INFO] [timer.py:197:stop] 0/867, RunningAvgSamplesPerSec=10.935924156159876, CurrSamplesPerSec=10.985190980188714, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1867/20000 [2:22:52<49:44:12,  9.87s/it][2022-12-20 23:59:27,310] [INFO] [timer.py:197:stop] 0/868, RunningAvgSamplesPerSec=10.936043002166091, CurrSamplesPerSec=11.039821471335687, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1868/20000 [2:23:01<48:21:58,  9.60s/it][2022-12-20 23:59:37,352] [INFO] [timer.py:197:stop] 0/869, RunningAvgSamplesPerSec=10.936066925916458, CurrSamplesPerSec=10.956824263139666, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1869/20000 [2:23:11<49:01:36,  9.73s/it][2022-12-20 23:59:48,051] [INFO] [logging.py:68:log_dist] [Rank 0] step=1870, skipped=4, lr=[9.3e-06], mom=[[0.9, 0.999]]
[2022-12-20 23:59:48,052] [INFO] [timer.py:197:stop] 0/870, RunningAvgSamplesPerSec=10.93632514268042, CurrSamplesPerSec=11.164883210948991, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1870/20000 [2:23:22<50:28:56, 10.02s/it][2022-12-20 23:59:57,644] [INFO] [timer.py:197:stop] 0/871, RunningAvgSamplesPerSec=10.936159602071791, CurrSamplesPerSec=10.794335909705001, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1871/20000 [2:23:32<49:49:35,  9.89s/it][2022-12-21 00:00:09,553] [INFO] [timer.py:197:stop] 0/872, RunningAvgSamplesPerSec=10.935996957852668, CurrSamplesPerSec=10.796464536408198, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1872/20000 [2:23:44<52:52:07, 10.50s/it][2022-12-21 00:00:19,232] [INFO] [timer.py:197:stop] 0/873, RunningAvgSamplesPerSec=10.936286954581224, CurrSamplesPerSec=11.19454899141011, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1873/20000 [2:23:53<51:37:35, 10.25s/it][2022-12-21 00:00:28,416] [INFO] [timer.py:197:stop] 0/874, RunningAvgSamplesPerSec=10.936175774524461, CurrSamplesPerSec=10.84018886736079, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1874/20000 [2:24:02<50:00:31,  9.93s/it][2022-12-21 00:00:38,113] [INFO] [timer.py:197:stop] 0/875, RunningAvgSamplesPerSec=10.935959774966726, CurrSamplesPerSec=10.75080083688175, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1875/20000 [2:24:12<49:39:00,  9.86s/it]
                                                         
{'loss': 0.1122, 'learning_rate': 9.297435897435898e-06, 'epoch': 0.04}

  9%|▉         | 1875/20000 [2:24:12<49:39:00,  9.86s/it][2022-12-21 00:00:47,576] [INFO] [timer.py:197:stop] 0/876, RunningAvgSamplesPerSec=10.935461491567656, CurrSamplesPerSec=10.517120327351106, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1876/20000 [2:24:22<49:02:46,  9.74s/it][2022-12-21 00:00:57,322] [INFO] [timer.py:197:stop] 0/877, RunningAvgSamplesPerSec=10.93581212869676, CurrSamplesPerSec=11.25111489312119, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1877/20000 [2:24:31<49:02:55,  9.74s/it][2022-12-21 00:01:06,973] [INFO] [timer.py:197:stop] 0/878, RunningAvgSamplesPerSec=10.936233300529624, CurrSamplesPerSec=11.31762535808238, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1878/20000 [2:24:41<48:54:26,  9.72s/it][2022-12-21 00:01:16,621] [INFO] [timer.py:197:stop] 0/879, RunningAvgSamplesPerSec=10.935972375442171, CurrSamplesPerSec=10.712086725794311, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1879/20000 [2:24:51<48:48:07,  9.70s/it][2022-12-21 00:01:27,676] [INFO] [logging.py:68:log_dist] [Rank 0] step=1880, skipped=4, lr=[9.294871794871796e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:01:27,677] [INFO] [timer.py:197:stop] 0/880, RunningAvgSamplesPerSec=10.93608741499728, CurrSamplesPerSec=11.037917599341398, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1880/20000 [2:25:02<50:51:13, 10.10s/it][2022-12-21 00:01:38,700] [INFO] [timer.py:197:stop] 0/881, RunningAvgSamplesPerSec=10.935862037261899, CurrSamplesPerSec=10.741501299473956, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1881/20000 [2:25:13<52:14:24, 10.38s/it][2022-12-21 00:01:51,736] [INFO] [timer.py:197:stop] 0/882, RunningAvgSamplesPerSec=10.935373866108561, CurrSamplesPerSec=10.522491304313569, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1882/20000 [2:25:26<56:14:50, 11.18s/it][2022-12-21 00:02:01,454] [INFO] [timer.py:197:stop] 0/883, RunningAvgSamplesPerSec=10.935202140899616, CurrSamplesPerSec=10.786146165362489, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1883/20000 [2:25:36<54:02:35, 10.74s/it][2022-12-21 00:02:10,547] [INFO] [timer.py:197:stop] 0/884, RunningAvgSamplesPerSec=10.935094471975424, CurrSamplesPerSec=10.841054821312007, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1884/20000 [2:25:45<51:33:18, 10.24s/it][2022-12-21 00:02:20,314] [INFO] [timer.py:197:stop] 0/885, RunningAvgSamplesPerSec=10.935383589507095, CurrSamplesPerSec=11.196480665159957, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1885/20000 [2:25:54<50:49:54, 10.10s/it][2022-12-21 00:02:29,832] [INFO] [timer.py:197:stop] 0/886, RunningAvgSamplesPerSec=10.935007937935342, CurrSamplesPerSec=10.613083840195344, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1886/20000 [2:26:04<49:56:46,  9.93s/it][2022-12-21 00:02:39,268] [INFO] [timer.py:197:stop] 0/887, RunningAvgSamplesPerSec=10.935107609005241, CurrSamplesPerSec=11.023933354587056, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1887/20000 [2:26:13<49:12:12,  9.78s/it][2022-12-21 00:02:48,926] [INFO] [timer.py:197:stop] 0/888, RunningAvgSamplesPerSec=10.935076679827668, CurrSamplesPerSec=10.90777278111914, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1888/20000 [2:26:23<49:01:03,  9.74s/it][2022-12-21 00:02:57,983] [INFO] [timer.py:197:stop] 0/889, RunningAvgSamplesPerSec=10.935061172874482, CurrSamplesPerSec=10.921339272444385, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1889/20000 [2:26:32<47:58:51,  9.54s/it][2022-12-21 00:03:09,855] [INFO] [logging.py:68:log_dist] [Rank 0] step=1890, skipped=4, lr=[9.28974358974359e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:03:09,856] [INFO] [timer.py:197:stop] 0/890, RunningAvgSamplesPerSec=10.934826980601011, CurrSamplesPerSec=10.73097536239242, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1890/20000 [2:26:44<51:30:08, 10.24s/it][2022-12-21 00:03:20,784] [INFO] [timer.py:197:stop] 0/891, RunningAvgSamplesPerSec=10.934878944738166, CurrSamplesPerSec=10.981218868838402, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1891/20000 [2:26:55<52:32:27, 10.44s/it][2022-12-21 00:03:29,941] [INFO] [timer.py:197:stop] 0/892, RunningAvgSamplesPerSec=10.935044588464804, CurrSamplesPerSec=11.084314269495854, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1892/20000 [2:27:04<50:35:44, 10.06s/it][2022-12-21 00:03:39,550] [INFO] [timer.py:197:stop] 0/893, RunningAvgSamplesPerSec=10.935087474644417, CurrSamplesPerSec=10.973390018967885, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1893/20000 [2:27:14<49:54:46,  9.92s/it][2022-12-21 00:03:48,966] [INFO] [timer.py:197:stop] 0/894, RunningAvgSamplesPerSec=10.935403594082509, CurrSamplesPerSec=11.224521151748025, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1894/20000 [2:27:23<49:08:40,  9.77s/it][2022-12-21 00:03:58,410] [INFO] [timer.py:197:stop] 0/895, RunningAvgSamplesPerSec=10.93532264538657, CurrSamplesPerSec=10.863590588354896, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1895/20000 [2:27:32<48:38:52,  9.67s/it][2022-12-21 00:04:08,555] [INFO] [timer.py:197:stop] 0/896, RunningAvgSamplesPerSec=10.935190927894674, CurrSamplesPerSec=10.818820342515528, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1896/20000 [2:27:43<49:21:26,  9.81s/it][2022-12-21 00:04:17,798] [INFO] [timer.py:197:stop] 0/897, RunningAvgSamplesPerSec=10.935102772317567, CurrSamplesPerSec=10.85685625273332, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1897/20000 [2:27:52<48:29:31,  9.64s/it][2022-12-21 00:04:26,701] [INFO] [timer.py:197:stop] 0/898, RunningAvgSamplesPerSec=10.935051202743283, CurrSamplesPerSec=10.889090641287998, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1898/20000 [2:28:01<47:22:22,  9.42s/it][2022-12-21 00:04:40,606] [INFO] [timer.py:197:stop] 0/899, RunningAvgSamplesPerSec=10.935025388066721, CurrSamplesPerSec=10.91194431383322, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

  9%|▉         | 1899/20000 [2:28:15<54:07:58, 10.77s/it][2022-12-21 00:04:49,882] [INFO] [logging.py:68:log_dist] [Rank 0] step=1900, skipped=4, lr=[9.284615384615385e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:04:49,883] [INFO] [timer.py:197:stop] 0/900, RunningAvgSamplesPerSec=10.935143912642046, CurrSamplesPerSec=11.042505438970263, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1900/20000 [2:28:24<51:53:00, 10.32s/it]
                                                         
{'loss': 0.1191, 'learning_rate': 9.284615384615385e-06, 'epoch': 0.04}

 10%|▉         | 1900/20000 [2:28:24<51:53:00, 10.32s/it][2022-12-21 00:04:59,216] [INFO] [timer.py:197:stop] 0/901, RunningAvgSamplesPerSec=10.935035816583921, CurrSamplesPerSec=10.838820609435158, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1901/20000 [2:28:33<50:23:38, 10.02s/it][2022-12-21 00:05:09,758] [INFO] [timer.py:197:stop] 0/902, RunningAvgSamplesPerSec=10.93486660494831, CurrSamplesPerSec=10.784834844878995, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1902/20000 [2:28:44<51:10:23, 10.18s/it][2022-12-21 00:05:18,824] [INFO] [timer.py:197:stop] 0/903, RunningAvgSamplesPerSec=10.934989982121463, CurrSamplesPerSec=11.047169835003668, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1903/20000 [2:28:53<49:29:27,  9.85s/it][2022-12-21 00:05:27,974] [INFO] [timer.py:197:stop] 0/904, RunningAvgSamplesPerSec=10.935147844210796, CurrSamplesPerSec=11.079258112988471, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1904/20000 [2:29:02<48:26:24,  9.64s/it][2022-12-21 00:05:37,363] [INFO] [timer.py:197:stop] 0/905, RunningAvgSamplesPerSec=10.935248601356543, CurrSamplesPerSec=11.026894057416486, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1905/20000 [2:29:11<48:03:51,  9.56s/it][2022-12-21 00:05:47,150] [INFO] [timer.py:197:stop] 0/906, RunningAvgSamplesPerSec=10.935024179402436, CurrSamplesPerSec=10.73606249002876, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1906/20000 [2:29:21<48:24:02,  9.63s/it][2022-12-21 00:05:56,362] [INFO] [timer.py:197:stop] 0/907, RunningAvgSamplesPerSec=10.934576476503619, CurrSamplesPerSec=10.544313893087551, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1907/20000 [2:29:30<47:45:59,  9.50s/it][2022-12-21 00:06:08,401] [INFO] [timer.py:197:stop] 0/908, RunningAvgSamplesPerSec=10.934514590393414, CurrSamplesPerSec=10.878793381817543, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1908/20000 [2:29:42<51:35:10, 10.26s/it][2022-12-21 00:06:17,890] [INFO] [timer.py:197:stop] 0/909, RunningAvgSamplesPerSec=10.934579059233696, CurrSamplesPerSec=10.993301851758114, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1909/20000 [2:29:52<50:24:50, 10.03s/it][2022-12-21 00:06:27,257] [INFO] [logging.py:68:log_dist] [Rank 0] step=1910, skipped=4, lr=[9.27948717948718e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:06:27,258] [INFO] [timer.py:197:stop] 0/910, RunningAvgSamplesPerSec=10.934629552839112, CurrSamplesPerSec=10.98062008828905, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1910/20000 [2:30:01<49:24:35,  9.83s/it][2022-12-21 00:06:37,489] [INFO] [timer.py:197:stop] 0/911, RunningAvgSamplesPerSec=10.934667001911007, CurrSamplesPerSec=10.968776948408774, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1911/20000 [2:30:12<50:00:24,  9.95s/it][2022-12-21 00:06:48,985] [INFO] [timer.py:197:stop] 0/912, RunningAvgSamplesPerSec=10.934740171889114, CurrSamplesPerSec=11.001659170419709, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1912/20000 [2:30:23<52:19:51, 10.42s/it][2022-12-21 00:06:58,916] [INFO] [timer.py:197:stop] 0/913, RunningAvgSamplesPerSec=10.934816193650716, CurrSamplesPerSec=11.004436940770498, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1913/20000 [2:30:33<51:35:56, 10.27s/it][2022-12-21 00:07:09,294] [INFO] [timer.py:197:stop] 0/914, RunningAvgSamplesPerSec=10.934877629142017, CurrSamplesPerSec=10.991133611479288, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1914/20000 [2:30:43<51:45:31, 10.30s/it][2022-12-21 00:07:18,502] [INFO] [timer.py:197:stop] 0/915, RunningAvgSamplesPerSec=10.935214813247065, CurrSamplesPerSec=11.25163459333459, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1915/20000 [2:30:53<50:06:22,  9.97s/it][2022-12-21 00:07:27,598] [INFO] [timer.py:197:stop] 0/916, RunningAvgSamplesPerSec=10.935062894844965, CurrSamplesPerSec=10.798100541575502, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1916/20000 [2:31:02<48:46:47,  9.71s/it][2022-12-21 00:07:39,083] [INFO] [timer.py:197:stop] 0/917, RunningAvgSamplesPerSec=10.9352502618271, CurrSamplesPerSec=11.109231325765018, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1917/20000 [2:31:13<51:27:06, 10.24s/it][2022-12-21 00:07:48,885] [INFO] [timer.py:197:stop] 0/918, RunningAvgSamplesPerSec=10.93524076084133, CurrSamplesPerSec=10.92655427207662, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1918/20000 [2:31:23<50:47:00, 10.11s/it][2022-12-21 00:07:58,423] [INFO] [timer.py:197:stop] 0/919, RunningAvgSamplesPerSec=10.93475300102043, CurrSamplesPerSec=10.505522282678395, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1919/20000 [2:31:32<49:55:06,  9.94s/it][2022-12-21 00:08:08,339] [INFO] [logging.py:68:log_dist] [Rank 0] step=1920, skipped=4, lr=[9.274358974358974e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:08:08,340] [INFO] [timer.py:197:stop] 0/920, RunningAvgSamplesPerSec=10.935020820204544, CurrSamplesPerSec=11.186259753398888, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1920/20000 [2:31:42<49:52:53,  9.93s/it][2022-12-21 00:08:19,093] [INFO] [timer.py:197:stop] 0/921, RunningAvgSamplesPerSec=10.935079465134413, CurrSamplesPerSec=10.9891821615912, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1921/20000 [2:31:53<51:06:59, 10.18s/it][2022-12-21 00:08:28,234] [INFO] [timer.py:197:stop] 0/922, RunningAvgSamplesPerSec=10.935109919297954, CurrSamplesPerSec=10.963169188774643, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1922/20000 [2:32:02<49:32:57,  9.87s/it][2022-12-21 00:08:39,127] [INFO] [timer.py:197:stop] 0/923, RunningAvgSamplesPerSec=10.935110053535105, CurrSamplesPerSec=10.935233553110372, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1923/20000 [2:32:13<51:05:33, 10.17s/it][2022-12-21 00:08:48,114] [INFO] [timer.py:197:stop] 0/924, RunningAvgSamplesPerSec=10.935322570076124, CurrSamplesPerSec=11.13462136088249, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1924/20000 [2:32:22<49:17:58,  9.82s/it][2022-12-21 00:08:57,608] [INFO] [timer.py:197:stop] 0/925, RunningAvgSamplesPerSec=10.935618860556962, CurrSamplesPerSec=11.21580554529108, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1925/20000 [2:32:32<48:48:31,  9.72s/it]
                                                         
{'loss': 0.0995, 'learning_rate': 9.271794871794873e-06, 'epoch': 0.05}

 10%|▉         | 1925/20000 [2:32:32<48:48:31,  9.72s/it][2022-12-21 00:09:08,667] [INFO] [timer.py:197:stop] 0/926, RunningAvgSamplesPerSec=10.935372589020236, CurrSamplesPerSec=10.712697618974454, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1926/20000 [2:32:43<50:49:13, 10.12s/it][2022-12-21 00:09:18,293] [INFO] [timer.py:197:stop] 0/927, RunningAvgSamplesPerSec=10.935150888409279, CurrSamplesPerSec=10.734070498093054, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1927/20000 [2:32:52<50:04:12,  9.97s/it][2022-12-21 00:09:27,509] [INFO] [timer.py:197:stop] 0/928, RunningAvgSamplesPerSec=10.935144523790289, CurrSamplesPerSec=10.929260422537636, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1928/20000 [2:33:02<48:55:39,  9.75s/it][2022-12-21 00:09:37,803] [INFO] [timer.py:197:stop] 0/929, RunningAvgSamplesPerSec=10.93520482316037, CurrSamplesPerSec=10.991328929602753, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1929/20000 [2:33:12<49:44:56,  9.91s/it][2022-12-21 00:09:46,836] [INFO] [logging.py:68:log_dist] [Rank 0] step=1930, skipped=4, lr=[9.26923076923077e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:09:46,836] [INFO] [timer.py:197:stop] 0/930, RunningAvgSamplesPerSec=10.935265326860478, CurrSamplesPerSec=10.991641723084886, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1930/20000 [2:33:21<48:25:27,  9.65s/it][2022-12-21 00:09:56,553] [INFO] [timer.py:197:stop] 0/931, RunningAvgSamplesPerSec=10.93487956829249, CurrSamplesPerSec=10.588255554579527, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1931/20000 [2:33:31<48:31:34,  9.67s/it][2022-12-21 00:10:05,972] [INFO] [timer.py:197:stop] 0/932, RunningAvgSamplesPerSec=10.934854395143748, CurrSamplesPerSec=10.911518501056193, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1932/20000 [2:33:40<48:08:55,  9.59s/it][2022-12-21 00:10:16,221] [INFO] [timer.py:197:stop] 0/933, RunningAvgSamplesPerSec=10.934445145474921, CurrSamplesPerSec=10.566658502599944, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1933/20000 [2:33:50<49:07:57,  9.79s/it][2022-12-21 00:10:26,622] [INFO] [timer.py:197:stop] 0/934, RunningAvgSamplesPerSec=10.934389534822936, CurrSamplesPerSec=10.882860267125146, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1934/20000 [2:34:01<50:02:58,  9.97s/it][2022-12-21 00:10:35,916] [INFO] [timer.py:197:stop] 0/935, RunningAvgSamplesPerSec=10.934012754519499, CurrSamplesPerSec=10.593791847646349, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1935/20000 [2:34:10<49:01:29,  9.77s/it][2022-12-21 00:10:45,368] [INFO] [timer.py:197:stop] 0/936, RunningAvgSamplesPerSec=10.934176105449843, CurrSamplesPerSec=11.088739216189998, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1936/20000 [2:34:19<48:32:35,  9.67s/it][2022-12-21 00:10:54,514] [INFO] [timer.py:197:stop] 0/937, RunningAvgSamplesPerSec=10.934109724477752, CurrSamplesPerSec=10.872459844953442, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1937/20000 [2:34:29<47:44:41,  9.52s/it][2022-12-21 00:11:04,125] [INFO] [timer.py:197:stop] 0/938, RunningAvgSamplesPerSec=10.934171240535145, CurrSamplesPerSec=10.991993243192058, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1938/20000 [2:34:38<47:53:09,  9.54s/it][2022-12-21 00:11:13,274] [INFO] [timer.py:197:stop] 0/939, RunningAvgSamplesPerSec=10.934055094220621, CurrSamplesPerSec=10.826413524453715, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1939/20000 [2:34:47<47:17:20,  9.43s/it][2022-12-21 00:11:23,675] [INFO] [logging.py:68:log_dist] [Rank 0] step=1940, skipped=4, lr=[9.264102564102564e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:11:23,676] [INFO] [timer.py:197:stop] 0/940, RunningAvgSamplesPerSec=10.934074365710558, CurrSamplesPerSec=10.952161654422932, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1940/20000 [2:34:58<48:45:17,  9.72s/it][2022-12-21 00:11:33,363] [INFO] [timer.py:197:stop] 0/941, RunningAvgSamplesPerSec=10.93407938361196, CurrSamplesPerSec=10.93878820429523, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1941/20000 [2:35:07<48:42:18,  9.71s/it][2022-12-21 00:11:43,028] [INFO] [timer.py:197:stop] 0/942, RunningAvgSamplesPerSec=10.933844314357856, CurrSamplesPerSec=10.717486715605254, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1942/20000 [2:35:17<48:38:08,  9.70s/it][2022-12-21 00:11:53,411] [INFO] [timer.py:197:stop] 0/943, RunningAvgSamplesPerSec=10.933560112186335, CurrSamplesPerSec=10.672788528697163, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1943/20000 [2:35:27<49:39:58,  9.90s/it][2022-12-21 00:12:04,559] [INFO] [timer.py:197:stop] 0/944, RunningAvgSamplesPerSec=10.933370583548497, CurrSamplesPerSec=10.757889643360143, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1944/20000 [2:35:39<51:32:18, 10.28s/it][2022-12-21 00:12:14,121] [INFO] [timer.py:197:stop] 0/945, RunningAvgSamplesPerSec=10.9333310076009, CurrSamplesPerSec=10.896177286451971, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1945/20000 [2:35:48<50:27:45, 10.06s/it][2022-12-21 00:12:24,625] [INFO] [timer.py:197:stop] 0/946, RunningAvgSamplesPerSec=10.933385386800676, CurrSamplesPerSec=10.984906873675074, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1946/20000 [2:35:59<51:07:27, 10.19s/it][2022-12-21 00:12:34,149] [INFO] [timer.py:197:stop] 0/947, RunningAvgSamplesPerSec=10.933864112649491, CurrSamplesPerSec=11.405286739855086, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1947/20000 [2:36:08<50:06:47,  9.99s/it][2022-12-21 00:12:43,564] [INFO] [timer.py:197:stop] 0/948, RunningAvgSamplesPerSec=10.933881445104644, CurrSamplesPerSec=10.950285214396745, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1948/20000 [2:36:18<49:14:28,  9.82s/it][2022-12-21 00:12:52,754] [INFO] [timer.py:197:stop] 0/949, RunningAvgSamplesPerSec=10.933679291130616, CurrSamplesPerSec=10.745732428094264, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1949/20000 [2:36:27<48:17:24,  9.63s/it][2022-12-21 00:13:01,704] [INFO] [logging.py:68:log_dist] [Rank 0] step=1950, skipped=4, lr=[9.25897435897436e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:13:01,705] [INFO] [timer.py:197:stop] 0/950, RunningAvgSamplesPerSec=10.934000312361595, CurrSamplesPerSec=11.246711159047168, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1950/20000 [2:36:36<47:15:56,  9.43s/it]
                                                         
{'loss': 0.1199, 'learning_rate': 9.25897435897436e-06, 'epoch': 0.05}

 10%|▉         | 1950/20000 [2:36:36<47:15:56,  9.43s/it][2022-12-21 00:13:14,115] [INFO] [timer.py:197:stop] 0/951, RunningAvgSamplesPerSec=10.933608205534291, CurrSamplesPerSec=10.574125405089335, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1951/20000 [2:36:48<51:44:58, 10.32s/it][2022-12-21 00:13:25,514] [INFO] [timer.py:197:stop] 0/952, RunningAvgSamplesPerSec=10.933876044335747, CurrSamplesPerSec=11.194111107311658, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1952/20000 [2:37:00<53:22:01, 10.65s/it][2022-12-21 00:13:34,835] [INFO] [timer.py:197:stop] 0/953, RunningAvgSamplesPerSec=10.933854767806212, CurrSamplesPerSec=10.913679400890494, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1953/20000 [2:37:09<51:22:23, 10.25s/it][2022-12-21 00:13:44,493] [INFO] [timer.py:197:stop] 0/954, RunningAvgSamplesPerSec=10.933902526080619, CurrSamplesPerSec=10.979510293444692, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1954/20000 [2:37:19<50:29:06, 10.07s/it][2022-12-21 00:13:55,119] [INFO] [timer.py:197:stop] 0/955, RunningAvgSamplesPerSec=10.933846734153075, CurrSamplesPerSec=10.88098985445234, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1955/20000 [2:37:29<51:18:54, 10.24s/it][2022-12-21 00:14:05,059] [INFO] [timer.py:197:stop] 0/956, RunningAvgSamplesPerSec=10.933802253277541, CurrSamplesPerSec=10.891575862100026, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1956/20000 [2:37:39<50:51:50, 10.15s/it][2022-12-21 00:14:15,906] [INFO] [timer.py:197:stop] 0/957, RunningAvgSamplesPerSec=10.93359736876163, CurrSamplesPerSec=10.741573940125956, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1957/20000 [2:37:50<51:54:43, 10.36s/it][2022-12-21 00:14:24,881] [INFO] [timer.py:197:stop] 0/958, RunningAvgSamplesPerSec=10.933679286924301, CurrSamplesPerSec=11.01247551955486, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1958/20000 [2:37:59<49:49:47,  9.94s/it][2022-12-21 00:14:34,755] [INFO] [timer.py:197:stop] 0/959, RunningAvgSamplesPerSec=10.933879945189979, CurrSamplesPerSec=11.129138542251372, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1959/20000 [2:38:09<49:43:25,  9.92s/it][2022-12-21 00:14:44,751] [INFO] [logging.py:68:log_dist] [Rank 0] step=1960, skipped=4, lr=[9.253846153846154e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:14:44,752] [INFO] [timer.py:197:stop] 0/960, RunningAvgSamplesPerSec=10.933884532651614, CurrSamplesPerSec=10.93827649875343, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1960/20000 [2:38:19<49:50:01,  9.94s/it][2022-12-21 00:14:53,863] [INFO] [timer.py:197:stop] 0/961, RunningAvgSamplesPerSec=10.93393088289364, CurrSamplesPerSec=10.978515665978037, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1961/20000 [2:38:28<48:34:43,  9.69s/it][2022-12-21 00:15:03,733] [INFO] [timer.py:197:stop] 0/962, RunningAvgSamplesPerSec=10.93398651469701, CurrSamplesPerSec=10.987599283117005, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1962/20000 [2:38:38<48:50:18,  9.75s/it][2022-12-21 00:15:14,017] [INFO] [timer.py:197:stop] 0/963, RunningAvgSamplesPerSec=10.934055652415038, CurrSamplesPerSec=11.000833641581004, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1963/20000 [2:38:48<49:38:36,  9.91s/it][2022-12-21 00:15:23,161] [INFO] [timer.py:197:stop] 0/964, RunningAvgSamplesPerSec=10.933636465077416, CurrSamplesPerSec=10.54512659119438, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1964/20000 [2:38:57<48:29:31,  9.68s/it][2022-12-21 00:15:32,648] [INFO] [timer.py:197:stop] 0/965, RunningAvgSamplesPerSec=10.933771930189089, CurrSamplesPerSec=11.065662984755477, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1965/20000 [2:39:07<48:12:01,  9.62s/it][2022-12-21 00:15:42,060] [INFO] [timer.py:197:stop] 0/966, RunningAvgSamplesPerSec=10.933452110162344, CurrSamplesPerSec=10.633911994213127, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1966/20000 [2:39:16<47:52:59,  9.56s/it][2022-12-21 00:15:51,432] [INFO] [timer.py:197:stop] 0/967, RunningAvgSamplesPerSec=10.933397995977368, CurrSamplesPerSec=10.881479893344775, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1967/20000 [2:39:26<47:36:02,  9.50s/it][2022-12-21 00:16:01,236] [INFO] [timer.py:197:stop] 0/968, RunningAvgSamplesPerSec=10.933421551428092, CurrSamplesPerSec=10.956199967666336, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1968/20000 [2:39:35<48:03:00,  9.59s/it][2022-12-21 00:16:11,524] [INFO] [timer.py:197:stop] 0/969, RunningAvgSamplesPerSec=10.93357639806065, CurrSamplesPerSec=11.085235231773257, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1969/20000 [2:39:46<49:05:32,  9.80s/it][2022-12-21 00:16:20,844] [INFO] [logging.py:68:log_dist] [Rank 0] step=1970, skipped=4, lr=[9.24871794871795e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:16:20,845] [INFO] [timer.py:197:stop] 0/970, RunningAvgSamplesPerSec=10.933650964932243, CurrSamplesPerSec=11.006236316799317, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1970/20000 [2:39:55<48:22:00,  9.66s/it][2022-12-21 00:16:33,851] [INFO] [timer.py:197:stop] 0/971, RunningAvgSamplesPerSec=10.933314821297648, CurrSamplesPerSec=10.617341207269561, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1971/20000 [2:40:08<53:23:45, 10.66s/it][2022-12-21 00:16:45,720] [INFO] [timer.py:197:stop] 0/972, RunningAvgSamplesPerSec=10.933072631876751, CurrSamplesPerSec=10.703327713100666, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1972/20000 [2:40:20<55:12:19, 11.02s/it][2022-12-21 00:16:54,550] [INFO] [timer.py:197:stop] 0/973, RunningAvgSamplesPerSec=10.93310098151336, CurrSamplesPerSec=10.960669541488862, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1973/20000 [2:40:29<51:54:22, 10.37s/it][2022-12-21 00:17:04,796] [INFO] [timer.py:197:stop] 0/974, RunningAvgSamplesPerSec=10.933082980669578, CurrSamplesPerSec=10.915632088988225, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1974/20000 [2:40:39<51:43:29, 10.33s/it][2022-12-21 00:17:13,766] [INFO] [timer.py:197:stop] 0/975, RunningAvgSamplesPerSec=10.93299831333141, CurrSamplesPerSec=10.851317137092407, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1975/20000 [2:40:48<49:40:39,  9.92s/it]
                                                         
{'loss': 0.1243, 'learning_rate': 9.246153846153847e-06, 'epoch': 0.05}

 10%|▉         | 1975/20000 [2:40:48<49:40:39,  9.92s/it][2022-12-21 00:17:23,492] [INFO] [timer.py:197:stop] 0/976, RunningAvgSamplesPerSec=10.93291979813448, CurrSamplesPerSec=10.857055170903635, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1976/20000 [2:40:58<49:22:52,  9.86s/it][2022-12-21 00:17:32,556] [INFO] [timer.py:197:stop] 0/977, RunningAvgSamplesPerSec=10.932923651326304, CurrSamplesPerSec=10.936677950246725, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1977/20000 [2:41:07<48:10:41,  9.62s/it][2022-12-21 00:17:41,485] [INFO] [timer.py:197:stop] 0/978, RunningAvgSamplesPerSec=10.933067121475796, CurrSamplesPerSec=11.074765337988632, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1978/20000 [2:41:16<47:08:01,  9.42s/it][2022-12-21 00:17:51,447] [INFO] [timer.py:197:stop] 0/979, RunningAvgSamplesPerSec=10.932833202841103, CurrSamplesPerSec=10.709203344500445, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1979/20000 [2:41:26<47:57:04,  9.58s/it][2022-12-21 00:18:00,767] [INFO] [logging.py:68:log_dist] [Rank 0] step=1980, skipped=4, lr=[9.243589743589745e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:18:00,768] [INFO] [timer.py:197:stop] 0/980, RunningAvgSamplesPerSec=10.932923361442809, CurrSamplesPerSec=11.021724505353555, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1980/20000 [2:41:35<47:33:38,  9.50s/it][2022-12-21 00:18:11,714] [INFO] [timer.py:197:stop] 0/981, RunningAvgSamplesPerSec=10.932572766720277, CurrSamplesPerSec=10.6001283457024, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1981/20000 [2:41:46<49:43:41,  9.94s/it][2022-12-21 00:18:20,750] [INFO] [timer.py:197:stop] 0/982, RunningAvgSamplesPerSec=10.93242020927011, CurrSamplesPerSec=10.785081397324078, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1982/20000 [2:41:55<48:22:29,  9.67s/it][2022-12-21 00:18:31,799] [INFO] [timer.py:197:stop] 0/983, RunningAvgSamplesPerSec=10.932608469039383, CurrSamplesPerSec=11.12027323426219, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1983/20000 [2:42:06<50:26:59, 10.08s/it][2022-12-21 00:18:40,737] [INFO] [timer.py:197:stop] 0/984, RunningAvgSamplesPerSec=10.932443097488358, CurrSamplesPerSec=10.772588154904607, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1984/20000 [2:42:15<48:43:55,  9.74s/it][2022-12-21 00:18:49,755] [INFO] [timer.py:197:stop] 0/985, RunningAvgSamplesPerSec=10.932218898720178, CurrSamplesPerSec=10.71640636770671, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1985/20000 [2:42:24<47:38:55,  9.52s/it][2022-12-21 00:19:00,255] [INFO] [timer.py:197:stop] 0/986, RunningAvgSamplesPerSec=10.932300146147817, CurrSamplesPerSec=11.012754728623145, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1986/20000 [2:42:34<49:06:51,  9.82s/it][2022-12-21 00:19:11,449] [INFO] [timer.py:197:stop] 0/987, RunningAvgSamplesPerSec=10.932014430099128, CurrSamplesPerSec=10.657925886616155, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1987/20000 [2:42:46<51:10:49, 10.23s/it][2022-12-21 00:19:21,857] [INFO] [timer.py:197:stop] 0/988, RunningAvgSamplesPerSec=10.931837534449693, CurrSamplesPerSec=10.760331720779497, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1988/20000 [2:42:56<51:26:50, 10.28s/it][2022-12-21 00:19:31,738] [INFO] [timer.py:197:stop] 0/989, RunningAvgSamplesPerSec=10.93169497406134, CurrSamplesPerSec=10.792916712887674, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1989/20000 [2:43:06<50:50:28, 10.16s/it][2022-12-21 00:19:40,670] [INFO] [logging.py:68:log_dist] [Rank 0] step=1990, skipped=4, lr=[9.23846153846154e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:19:40,671] [INFO] [timer.py:197:stop] 0/990, RunningAvgSamplesPerSec=10.931916155272276, CurrSamplesPerSec=11.154674918041213, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1990/20000 [2:43:15<48:59:37,  9.79s/it][2022-12-21 00:19:50,524] [INFO] [timer.py:197:stop] 0/991, RunningAvgSamplesPerSec=10.931994356305136, CurrSamplesPerSec=11.009807483014262, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1991/20000 [2:43:25<49:04:50,  9.81s/it][2022-12-21 00:20:00,817] [INFO] [timer.py:197:stop] 0/992, RunningAvgSamplesPerSec=10.931791024964745, CurrSamplesPerSec=10.734332334140582, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1992/20000 [2:43:35<49:48:07,  9.96s/it][2022-12-21 00:20:09,735] [INFO] [timer.py:197:stop] 0/993, RunningAvgSamplesPerSec=10.931714278236592, CurrSamplesPerSec=10.856259981010526, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1993/20000 [2:43:44<48:14:29,  9.64s/it][2022-12-21 00:20:20,020] [INFO] [timer.py:197:stop] 0/994, RunningAvgSamplesPerSec=10.931834331564692, CurrSamplesPerSec=11.052117561706128, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1994/20000 [2:43:54<49:11:58,  9.84s/it][2022-12-21 00:20:28,975] [INFO] [timer.py:197:stop] 0/995, RunningAvgSamplesPerSec=10.93191404195004, CurrSamplesPerSec=11.011563444912147, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1995/20000 [2:44:03<47:52:26,  9.57s/it][2022-12-21 00:20:38,107] [INFO] [timer.py:197:stop] 0/996, RunningAvgSamplesPerSec=10.931690067950946, CurrSamplesPerSec=10.713722913307096, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1996/20000 [2:44:12<47:12:36,  9.44s/it][2022-12-21 00:20:47,663] [INFO] [timer.py:197:stop] 0/997, RunningAvgSamplesPerSec=10.93136389435201, CurrSamplesPerSec=10.616495506857255, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1997/20000 [2:44:22<47:22:57,  9.47s/it][2022-12-21 00:20:57,045] [INFO] [timer.py:197:stop] 0/998, RunningAvgSamplesPerSec=10.931131818753846, CurrSamplesPerSec=10.70499836654688, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1998/20000 [2:44:31<47:14:25,  9.45s/it][2022-12-21 00:21:06,219] [INFO] [timer.py:197:stop] 0/999, RunningAvgSamplesPerSec=10.931319160777331, CurrSamplesPerSec=11.121155489551866, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|▉         | 1999/20000 [2:44:40<46:49:42,  9.37s/it][2022-12-21 00:21:15,262] [INFO] [logging.py:68:log_dist] [Rank 0] step=2000, skipped=4, lr=[9.233333333333334e-06], mom=[[0.9, 0.999]]
[2022-12-21 00:21:15,263] [INFO] [timer.py:197:stop] 0/1000, RunningAvgSamplesPerSec=10.931684746066335, CurrSamplesPerSec=11.3087584286306, MemAllocated=1.52GB, MaxMemAllocated=26.06GB

 10%|█         | 2000/20000 [2:44:49<46:20:37,  9.27s/it]
                                                         
{'loss': 0.1089, 'learning_rate': 9.233333333333334e-06, 'epoch': 0.05}

 10%|█         | 2000/20000 [2:44:49<46:20:37,  9.27s/it][INFO|trainer.py:2955] 2022-12-21 00:21:15,268 >> ***** Running Evaluation *****
[INFO|trainer.py:2959] 2022-12-21 00:21:15,268 >>   Num examples: Unknown
[INFO|trainer.py:2960] 2022-12-21 00:21:15,268 >>   Batch size = 32
[INFO|trainer_utils.py:689] 2022-12-21 00:21:17,809 >> The following columns in the evaluation set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: speaker_id, duration, gender, input_length, age. If speaker_id, duration, gender, input_length, age are not expected by `WhisperForConditionalGeneration.forward`,  you can safely ignore this message.
[INFO|configuration_utils.py:523] 2022-12-21 00:21:17,820 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:21:23,058 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:21:28,658 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:21:34,106 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:21:39,664 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:21:44,690 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:21:50,381 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:21:55,549 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:01,046 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:06,173 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:10,949 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:16,960 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:22,932 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:28,607 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:35,020 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:40,433 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:47,081 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:52,725 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:22:58,104 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:03,512 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:09,152 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:14,806 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:20,222 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:26,469 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:31,242 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:36,404 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:41,920 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:47,248 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:52,470 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:23:57,517 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:24:02,939 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}

[INFO|configuration_utils.py:523] 2022-12-21 00:24:06,878 >> Generate config GenerationConfig {
  "begin_suppress_tokens": [
    220,
    50257
  ],
  "bos_token_id": 50257,
  "decoder_start_token_id": 50258,
  "eos_token_id": 50257,
  "max_length": 448,
  "pad_token_id": 50257,
  "transformers_version": "4.26.0.dev0",
  "use_cache": false
}


                                                         
{'eval_loss': 0.2489013671875, 'eval_wer': 16.486554410655945, 'eval_runtime': 209.1058, 'eval_samples_per_second': 4.782, 'eval_steps_per_second': 0.153, 'epoch': 0.05}

 10%|█         | 2000/20000 [2:48:18<46:20:37,  9.27s/it][INFO|trainer.py:2700] 2022-12-21 00:24:44,376 >> Saving model checkpoint to ./checkpoint-2000
[INFO|configuration_utils.py:447] 2022-12-21 00:24:44,377 >> Configuration saved in ./checkpoint-2000/config.json
[INFO|modeling_utils.py:1693] 2022-12-21 00:24:46,166 >> Model weights saved in ./checkpoint-2000/pytorch_model.bin
[INFO|feature_extraction_utils.py:368] 2022-12-21 00:24:46,180 >> Feature extractor saved in ./checkpoint-2000/preprocessor_config.json
[2022-12-21 00:24:46,181] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step2000 is begin to save!
/home/ubuntu/whisper-medium-is/.venv/lib/python3.9/site-packages/torch/nn/modules/module.py:1432: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.
  warnings.warn(
[2022-12-21 00:24:46,190] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: ./checkpoint-2000/global_step2000/mp_rank_00_model_states.pt
[2022-12-21 00:24:46,190] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving ./checkpoint-2000/global_step2000/mp_rank_00_model_states.pt...
[2022-12-21 00:24:48,074] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved ./checkpoint-2000/global_step2000/mp_rank_00_model_states.pt.
[2022-12-21 00:24:48,075] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving ./checkpoint-2000/global_step2000/zero_pp_rank_0_mp_rank_00_optim_states.pt...
[2022-12-21 00:24:55,254] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved ./checkpoint-2000/global_step2000/zero_pp_rank_0_mp_rank_00_optim_states.pt.
[2022-12-21 00:24:55,254] [INFO] [engine.py:3269:_save_zero_checkpoint] zero checkpoint saved ./checkpoint-2000/global_step2000/zero_pp_rank_0_mp_rank_00_optim_states.pt
[2022-12-21 00:24:55,254] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
[INFO|feature_extraction_utils.py:368] 2022-12-21 00:24:56,615 >> Feature extractor saved in ./preprocessor_config.json
[2022-12-21 00:30:00,374] [INFO] [launch.py:318:sigkill_handler] Killing subprocess 648107
Traceback (most recent call last):
  File "/home/ubuntu/whisper-medium-is/.venv/bin/deepspeed", line 6, in <module>
[2022-12-21 00:30:00,474] [INFO] [launch.py:318:sigkill_handler] Killing subprocess 648107
    main()
  File "/home/ubuntu/whisper-medium-is/.venv/lib/python3.9/site-packages/deepspeed/launcher/runner.py", line 523, in main
    result.wait()
  File "/home/ubuntu/miniconda/lib/python3.9/subprocess.py", line 1189, in wait
    return self._wait(timeout=timeout)
  File "/home/ubuntu/miniconda/lib/python3.9/subprocess.py", line 1917, in _wait
    (pid, sts) = self._try_wait(0)
  File "/home/ubuntu/miniconda/lib/python3.9/subprocess.py", line 1875, in _try_wait
    (pid, sts) = os.waitpid(self.pid, wait_flags)
  File "/home/ubuntu/whisper-medium-is/.venv/lib/python3.9/site-packages/deepspeed/launcher/runner.py", line 515, in sigkill_handler
    result_kill = subprocess.Popen(kill_cmd, env=env)
NameError: free variable 'kill_cmd' referenced before assignment in enclosing scope
[2022-12-21 00:30:02,107] [INFO] [launch.py:327:sigkill_handler] Main process received SIGTERM, exiting