2021-07-14 18:15:07.946587: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
[18:15:09] - INFO - __main__ - Training/evaluation parameters TrainingArguments(
_n_gpu=0,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_pin_memory=True,
ddp_find_unused_parameters=None,
debug=[],
deepspeed=None,
disable_tqdm=False,
do_eval=False,
do_predict=False,
do_train=False,
eval_accumulation_steps=None,
eval_steps=500,
evaluation_strategy=IntervalStrategy.NO,
fp16=False,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
gradient_accumulation_steps=1,
greater_is_better=None,
group_by_length=False,
ignore_data_skip=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=0.0002,
length_column_name=length,
load_best_model_at_end=False,
local_rank=-1,
log_level=-1,
log_level_replica=-1,
log_on_each_node=True,
logging_dir=./runs/Jul14_18-15-09_t1v-n-b95d739e-w-0,
logging_first_step=False,
logging_steps=500,
logging_strategy=IntervalStrategy.STEPS,
lr_scheduler_type=SchedulerType.LINEAR,
max_grad_norm=1.0,
max_steps=-1,
metric_for_best_model=None,
mp_parameters=,
no_cuda=False,
num_train_epochs=50.0,
output_dir=./,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=128,
per_device_train_batch_size=128,
prediction_loss_only=False,
push_to_hub=True,
push_to_hub_model_id=,
push_to_hub_organization=None,
push_to_hub_token=None,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=./,
save_on_each_node=False,
save_steps=500,
save_strategy=IntervalStrategy.STEPS,
save_total_limit=None,
seed=42,
sharded_ddp=[],
skip_memory_metrics=True,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_legacy_prediction_loop=False,
warmup_ratio=0.0,
warmup_steps=1000,
weight_decay=0.0,
)
[18:15:09] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): s3.amazonaws.com:443
[18:15:09] - DEBUG - urllib3.connectionpool - https://s3.amazonaws.com:443 "HEAD /datasets.huggingface.co/datasets/datasets/oscar/oscar.py HTTP/1.1" 404 0
[18:15:09] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): raw.githubusercontent.com:443
[18:15:09] - DEBUG - urllib3.connectionpool - https://raw.githubusercontent.com:443 "HEAD /huggingface/datasets/master/datasets/oscar/oscar.py HTTP/1.1" 200 0
[18:15:09] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): raw.githubusercontent.com:443
[18:15:09] - DEBUG - urllib3.connectionpool - https://raw.githubusercontent.com:443 "HEAD /huggingface/datasets/master/datasets/oscar/dataset_infos.json HTTP/1.1" 200 0
[18:15:09] - WARNING - datasets.builder - Reusing dataset oscar (/home/wilso/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_su/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2)
[18:15:09] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): s3.amazonaws.com:443
[18:15:10] - DEBUG - urllib3.connectionpool - https://s3.amazonaws.com:443 "HEAD /datasets.huggingface.co/datasets/datasets/cc100/cc100.py HTTP/1.1" 404 0
[18:15:10] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): raw.githubusercontent.com:443
[18:15:10] - DEBUG - urllib3.connectionpool - https://raw.githubusercontent.com:443 "HEAD /huggingface/datasets/master/datasets/cc100/cc100.py HTTP/1.1" 200 0
[18:15:10] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): raw.githubusercontent.com:443
[18:15:10] - DEBUG - urllib3.connectionpool - https://raw.githubusercontent.com:443 "HEAD /huggingface/datasets/master/datasets/cc100/dataset_infos.json HTTP/1.1" 200 0
[18:15:10] - WARNING - datasets.builder - Using custom data configuration su-lang=su
[18:15:10] - WARNING - datasets.builder - Reusing dataset cc100 (/home/wilso/.cache/huggingface/datasets/cc100/su-lang=su/0.0.0/b583dd47b0dd43a3c3773075abd993be12d0eee93dbd2cfe15a0e4e94d481e80)
[18:15:10] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): s3.amazonaws.com:443
[18:15:11] - DEBUG - urllib3.connectionpool - https://s3.amazonaws.com:443 "HEAD /datasets.huggingface.co/datasets/datasets/mc4/mc4.py HTTP/1.1" 404 0
[18:15:11] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): raw.githubusercontent.com:443
[18:15:11] - DEBUG - urllib3.connectionpool - https://raw.githubusercontent.com:443 "HEAD /huggingface/datasets/master/datasets/mc4/mc4.py HTTP/1.1" 200 0
[18:15:11] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): raw.githubusercontent.com:443
[18:15:11] - DEBUG - urllib3.connectionpool - https://raw.githubusercontent.com:443 "HEAD /huggingface/datasets/master/datasets/mc4/dataset_infos.json HTTP/1.1" 404 0
[18:15:11] - WARNING - datasets.builder - Reusing dataset mc4 (/home/wilso/.cache/huggingface/datasets/mc4/su/0.0.0/a2bc8f2c4d913b8b16fac4d1a63d673fa6cb22859520dcac7f193feec1f00cae)
[18:15:11] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): s3.amazonaws.com:443
[18:15:12] - DEBUG - urllib3.connectionpool - https://s3.amazonaws.com:443 "HEAD /datasets.huggingface.co/datasets/datasets/text/text.py HTTP/1.1" 200 0
[18:15:15] - WARNING - datasets.builder - Using custom data configuration default-4435ed1b47132023
[18:15:15] - WARNING - datasets.builder - Reusing dataset text (/home/wilso/.cache/huggingface/datasets/text/default-4435ed1b47132023/0.0.0/e16f44aa1b321ece1f87b07977cc5d70be93d69b20486d6dacd62e12cf25c9a5)
[18:15:17] - WARNING - datasets.arrow_dataset - Loading cached split indices for dataset at /home/wilso/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_su/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-72fb5b88b494cae1.arrow and /home/wilso/.cache/huggingface/datasets/oscar/unshuffled_deduplicated_su/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2/cache-33ca85d513d1dc28.arrow



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https://symbolize.stripped_domain/r/?trace=7f9cd4f59b61,7f9ef258a20f,7f9cd4f5cd3c,7f9cd3cd7a70,5d1b17,90beff&map= 
*** SIGTERM received by PID 590781 (TID 590781) on cpu 1 from PID 590614; stack trace: ***
https://symbolize.stripped_domain/r/?trace=56a4dd,7f9ef258a20f,7f9ccb3f646f,fffffffffffffffe&map= 
*** SIGTERM received by PID 590817 (TID 590817) on cpu 50 from PID 590614; stack trace: ***
https://symbolize.stripped_domain/r/?trace=7f9ef25343f4,7f9ef258a20f,7f&map= 
*** SIGTERM received by PID 590836 (TID 590836) on cpu 34 from PID 590614; stack trace: ***
https://symbolize.stripped_domain/r/?trace=7f9cd4f5aaf8,7f9ef258a20f,7f9cd3789679&map= 
*** SIGTERM received by PID 590829 (TID 590829) on cpu 71 from PID 590614; stack trace: ***
https://symbolize.stripped_domain/r/?trace=7f9ef2775f99,7f9ef258a20f&map= 
*** SIGTERM received by PID 590832 (TID 590832) on cpu 38 from PID 590614; stack trace: ***
PC: @     0x7f9ef25343f4  (unknown)  do_futex_wait.constprop.0
    @     0x7f9cc9b95800        976  (unknown)
https://symbolize.stripped_domain/r/?trace=7f9ef2775f99,7f9ef258a20f&map=PC: @           0x56a4dd  (unknown)  _PyEval_EvalFrameDefault
    @     0x7f9ef258a210  (unknown)  (unknown)
    @     0x7f9cc9b95800        976  (unknown)
    @     0x7f9ef258a210  (unknown)  (unknown)
PC: @     0x7f9ef2775f99  (unknown)  munmap
    @     0x7f9cc9b95800        976  (unknown)
    @     0x7f9ef258a210  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=7f9ef2775f99,7f9cc9b957ff,7f9ef258a20f&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:15:42.701646  590832 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
    @               0x80  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=7f9ef25343f4,7f9cc9b957ff,7f9ef258a20f,7f&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:15:42.704219  590836 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
 
*** SIGTERM received by PID 590826 (TID 590826) on cpu 45 from PID 590614; stack trace: ***
    @     0x7f9ccb3f6470  1002236744  (unknown)
PC: @     0x7f9ef2775f99  (unknown)  munmap
    @     0x7f9cc9b95800        976  (unknown)
    @     0x7f9ef258a210  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=7f9ef2775f99,7f9cc9b957ff,7f9ef258a20f&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:15:42.707678  590826 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
    @ 0xffffffffffffffff  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=56a4dd,7f9cc9b957ff,7f9ef258a20f,7f9ccb3f646f,fffffffffffffffe&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:15:42.710157  590817 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
E0714 18:15:42.710530  590832 process_state.cc:771] RAW: Raising signal 15 with default behavior
E0714 18:15:42.712220  590826 process_state.cc:771] RAW: Raising signal 15 with default behavior
PC: @     0x7f9cd4f59b61  (unknown)  std::_Sp_counted_ptr_inplace<>::_M_dispose()
    @     0x7f9cc9b95800        976  (unknown)
    @     0x7f9ef258a210  1363223696  (unknown)
E0714 18:15:42.718146  590836 process_state.cc:771] RAW: Raising signal 15 with default behavior
    @     0x7f9cd4f5cd3d         48  std::vector<>::~vector()
PC: @     0x7f9cd4f5aaf8  (unknown)  std::vector<>::~vector()
    @     0x7f9cc9b95800        976  (unknown)
    @     0x7f9ef258a210  1363223568  (unknown)
E0714 18:15:42.727687  590817 process_state.cc:771] RAW: Raising signal 15 with default behavior
    @     0x7f9cd3cd7a71         80  arrow::SimpleTable::~SimpleTable()
    @           0x5d1b18  (unknown)  (unknown)
    @           0x90bf00  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=7f9cd4f59b61,7f9cc9b957ff,7f9ef258a20f,7f9cd4f5cd3c,7f9cd3cd7a70,5d1b17,90beff&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:15:42.735483  590781 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
    @     0x7f9cd378967a  (unknown)  std::_Sp_counted_ptr_inplace<>::_M_dispose()
https://symbolize.stripped_domain/r/?trace=7f9cd4f5aaf8,7f9cc9b957ff,7f9ef258a20f,7f9cd3789679&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:15:42.748057  590829 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
E0714 18:15:42.748956  590781 process_state.cc:771] RAW: Raising signal 15 with default behavior
E0714 18:15:42.753471  590829 process_state.cc:771] RAW: Raising signal 15 with default behavior






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https://symbolize.stripped_domain/r/?trace=7f9ef25343f4,7f9ef258a20f,7f&map= 
*** SIGTERM received by PID 590864 (TID 590864) on cpu 47 from PID 590614; stack trace: ***
PC: @     0x7f9ef25343f4  (unknown)  do_futex_wait.constprop.0
    @     0x7f9cc9b95800        976  (unknown)
    @     0x7f9ef258a210  (unknown)  (unknown)
    @               0x80  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=7f9ef25343f4,7f9cc9b957ff,7f9ef258a20f,7f&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:16:01.753286  590864 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
E0714 18:16:01.765921  590864 process_state.cc:771] RAW: Raising signal 15 with default behavior

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https://symbolize.stripped_domain/r/?trace=https://symbolize.stripped_domain/r/?trace=568fcf,7f9ef258a20f,5ccccb,90641f7f9ef258a20f,&map=90b85f&map= 
 
*** SIGTERM received by PID 590961 (TID 590961) on cpu 52 from PID 590614; stack trace: ***
*** SIGTERM received by PID 590964 (TID 590964) on cpu 50 from PID 590614; stack trace: ***
https://symbolize.stripped_domain/r/?trace=56a682,7f9ef258a20f,90ba0f,90997f&map= 
*** SIGTERM received by PID 590984 (TID 590984) on cpu 53 from PID 590614; stack trace: ***
https://symbolize.stripped_domain/r/?trace=56f77e,7f9ef258a20f,90ba0f&map= 
*** SIGTERM received by PID 590994 (TID 590994) on cpu 51 from PID 590614; stack trace: ***
PC: @           0x568fcf  (unknown)  _PyEval_EvalCodeWithName
PC: @           0x56a682  (unknown)  _PyEval_EvalFrameDefault
PC: @           0x5ccccb  (unknown)  (unknown)
    @     0x7f9cc9b95800        976  (unknown)
    @     0x7f9cc9b95800        976  (unknown)
    @     0x7f9cc9b95800        976  (unknown)
PC: @           0x56f77e  (unknown)  _PyEval_EvalFrameDefault
    @     0x7f9cc9b95800        976  (unknown)
    @     0x7f9ef258a210  (unknown)  (unknown)
    @     0x7f9ef258a210  (unknown)  (unknown)
    @     0x7f9ef258a210  (unknown)  (unknown)
    @     0x7f9ef258a210  (unknown)  (unknown)
    @           0x90b860  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=5ccccb,7f9cc9b957ff,7f9ef258a20f,90b85f&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:16:32.663727  590964 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
    @           0x90ba10  (unknown)  (unknown)
    @           0x906420  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=568fcf,7f9cc9b957ff,7f9ef258a20f,90641f&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:16:32.663883  590961 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
    @           0x90ba10  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=56f77e,7f9cc9b957ff,7f9ef258a20f,90ba0f&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:16:32.663970  590994 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
    @           0x909980  (unknown)  (unknown)
https://symbolize.stripped_domain/r/?trace=56a682,7f9cc9b957ff,7f9ef258a20f,90ba0f,90997f&map=2a762cd764e70bc90ae4c7f9747c08d7:7f9cbcc53000-7f9cc9ed4280 
E0714 18:16:32.670103  590984 coredump_hook.cc:250] RAW: Remote crash gathering disabled for SIGTERM.
E0714 18:16:32.678081  590961 process_state.cc:771] RAW: Raising signal 15 with default behavior
E0714 18:16:32.678305  590964 process_state.cc:771] RAW: Raising signal 15 with default behavior
E0714 18:16:32.678532  590994 process_state.cc:771] RAW: Raising signal 15 with default behavior
E0714 18:16:32.691196  590984 process_state.cc:771] RAW: Raising signal 15 with default behavior

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[18:16:40] - INFO - absl - Starting the local TPU driver.
[18:16:40] - INFO - absl - Unable to initialize backend 'tpu_driver': Not found: Unable to find driver in registry given worker: local://
[18:16:40] - INFO - absl - Unable to initialize backend 'gpu': Not found: Could not find registered platform with name: "cuda". Available platform names are: TPU Interpreter Host
2021-07-14 18:16:43.664949: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
2021-07-14 18:16:43.664981: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303)
/home/wilso/hf/lib/python3.8/site-packages/jax/lib/xla_bridge.py:382: UserWarning: jax.host_count has been renamed to jax.process_count. This alias will eventually be removed; please update your code.
  warnings.warn(
/home/wilso/hf/lib/python3.8/site-packages/jax/lib/xla_bridge.py:369: UserWarning: jax.host_id has been renamed to jax.process_index. This alias will eventually be removed; please update your code.
  warnings.warn(

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Step... (500 | Loss: 7.308252811431885, Acc: 0.13294078409671783):   2%|▏         | 1/50 [08:52<6:33:33, 481.90s/it]

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Step... (1000 | Loss: 6.6811442375183105, Acc: 0.1478128731250763):   2%|▏         | 1/50 [12:42<6:33:33, 481.90s/it]

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Step... (1500 | Loss: 6.443270683288574, Acc: 0.14933420717716217):   4%|▍         | 2/50 [16:33<5:58:55, 448.66s/it]

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Step... (2000 | Loss: 6.31705904006958, Acc: 0.15099936723709106):   4%|▍         | 2/50 [20:23<5:58:55, 448.66s/it]

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Step... (2500 | Loss: 6.2420878410339355, Acc: 0.15146534144878387):   6%|▌         | 3/50 [22:12<5:43:08, 438.06s/it]

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Step... (2500 | Loss: 6.2420878410339355, Acc: 0.15146534144878387):   6%|▌         | 3/50 [24:14<5:43:08, 438.06s/it]

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Step... (3000 | Loss: 5.865626811981201, Acc: 0.1647227257490158):   6%|▌         | 3/50 [28:04<5:43:08, 438.06s/it]

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Step... (3500 | Loss: 4.433885097503662, Acc: 0.3244388997554779):   8%|▊         | 4/50 [29:18<5:32:08, 433.22s/it]

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Step... (3500 | Loss: 4.433885097503662, Acc: 0.3244388997554779):   8%|▊         | 4/50 [31:56<5:32:08, 433.22s/it]

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Step... (4000 | Loss: 3.6304075717926025, Acc: 0.43112561106681824):   8%|▊         | 4/50 [35:46<5:32:08, 433.22s/it]

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Step... (4500 | Loss: 3.3671603202819824, Acc: 0.45903438329696655):  10%|█         | 5/50 [36:26<5:23:37, 431.50s/it]

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Step... (4500 | Loss: 3.3671603202819824, Acc: 0.45903438329696655):  10%|█         | 5/50 [39:37<5:23:37, 431.50s/it]

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Step... (5000 | Loss: 3.2219347953796387, Acc: 0.47640061378479004):  12%|█▏        | 6/50 [43:28<5:08:39, 420.90s/it]

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Step... (5500 | Loss: 3.0984456539154053, Acc: 0.48910969495773315):  12%|█▏        | 6/50 [47:19<5:08:39, 420.90s/it]

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Step... (6000 | Loss: 3.0178749561309814, Acc: 0.4992159307003021):  14%|█▍        | 7/50 [50:13<5:02:47, 422.51s/it] 

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Step... (6000 | Loss: 3.0178749561309814, Acc: 0.4992159307003021):  14%|█▍        | 7/50 [51:10<5:02:47, 422.51s/it]

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Step... (6500 | Loss: 2.937779188156128, Acc: 0.5076987147331238):  14%|█▍        | 7/50 [55:00<5:02:47, 422.51s/it]

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Step... (7000 | Loss: 2.8713366985321045, Acc: 0.5164998769760132):  16%|█▌        | 8/50 [58:52<4:56:32, 423.64s/it]

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Step... (7500 | Loss: 2.8156516551971436, Acc: 0.5230603814125061):  16%|█▌        | 8/50 [1:02:42<4:56:32, 423.64s/it]

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Step... (8000 | Loss: 2.7720258235931396, Acc: 0.5280486345291138):  18%|█▊        | 9/50 [1:04:25<4:49:58, 424.36s/it]

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Step... (8000 | Loss: 2.7720258235931396, Acc: 0.5280486345291138):  18%|█▊        | 9/50 [1:06:33<4:49:58, 424.36s/it]

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Step... (8500 | Loss: 2.730325937271118, Acc: 0.5330091714859009):  18%|█▊        | 9/50 [1:10:24<4:49:58, 424.36s/it]

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Step... (9500 | Loss: 2.6540427207946777, Acc: 0.5432221293449402):  20%|██        | 10/50 [1:18:05<4:43:16, 424.92s/it]

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Step... (10000 | Loss: 2.627113103866577, Acc: 0.546510636806488):  22%|██▏       | 11/50 [1:18:42<4:37:25, 426.80s/it] 

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Step... (10000 | Loss: 2.627113103866577, Acc: 0.546510636806488):  22%|██▏       | 11/50 [1:21:57<4:37:25, 426.80s/it]

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Step... (10500 | Loss: 2.5918710231781006, Acc: 0.5506728291511536):  24%|██▍       | 12/50 [1:25:48<4:24:43, 418.00s/it]

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Step... (11000 | Loss: 2.5672497749328613, Acc: 0.5543049573898315):  24%|██▍       | 12/50 [1:29:38<4:24:43, 418.00s/it]

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Step... (11500 | Loss: 2.540761947631836, Acc: 0.5580623149871826):  26%|██▌       | 13/50 [1:32:25<4:19:12, 420.34s/it] 

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Step... (11500 | Loss: 2.540761947631836, Acc: 0.5580623149871826):  26%|██▌       | 13/50 [1:33:29<4:19:12, 420.34s/it]

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Step... (12000 | Loss: 2.5218138694763184, Acc: 0.5607538223266602):  26%|██▌       | 13/50 [1:37:19<4:19:12, 420.34s/it]

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Step... (12500 | Loss: 2.4926578998565674, Acc: 0.5644346475601196):  28%|██▊       | 14/50 [1:41:11<4:13:09, 421.93s/it]

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Step... (13000 | Loss: 2.4719138145446777, Acc: 0.5668349266052246):  28%|██▊       | 14/50 [1:45:01<4:13:09, 421.93s/it]

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Step... (13500 | Loss: 2.4570465087890625, Acc: 0.5687853097915649):  30%|███       | 15/50 [1:48:52<4:06:48, 423.09s/it]

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Step... (14000 | Loss: 2.440541982650757, Acc: 0.5712505578994751):  30%|███       | 15/50 [1:52:42<4:06:48, 423.09s/it]

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Step... (14500 | Loss: 2.421828508377075, Acc: 0.5743478536605835):  32%|███▏      | 16/50 [1:56:34<4:00:12, 423.90s/it]

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Evaluating ...:   0%|          | 0/98 [00:00<?, ?it/s]


Evaluating ...:   1%|          | 1/98 [00:00<00:23,  4.19it/s]


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Step... (15500 | Loss: 2.388855457305908, Acc: 0.5778716206550598):  34%|███▍      | 17/50 [2:00:56<3:54:41, 426.72s/it]

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Step... (16000 | Loss: 2.376758098602295, Acc: 0.5795791745185852):  36%|███▌      | 18/50 [2:07:31<3:42:33, 417.30s/it]

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Step... (16000 | Loss: 2.376758098602295, Acc: 0.5795791745185852):  36%|███▌      | 18/50 [2:08:06<3:42:33, 417.30s/it]

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Step... (17000 | Loss: 2.351250648498535, Acc: 0.5831778645515442):  38%|███▊      | 19/50 [2:15:47<3:36:53, 419.80s/it]

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Step... (18000 | Loss: 2.3200247287750244, Acc: 0.5872039794921875):  40%|████      | 20/50 [2:21:42<3:30:45, 421.51s/it]

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Step... (18000 | Loss: 2.3200247287750244, Acc: 0.5872039794921875):  40%|████      | 20/50 [2:23:29<3:30:45, 421.51s/it]

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Evaluating ...:   0%|          | 0/98 [00:00<?, ?it/s]


Evaluating ...:   1%|          | 1/98 [00:00<00:22,  4.29it/s]


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Step... (18500 | Loss: 2.308305263519287, Acc: 0.5893028378486633):  40%|████      | 20/50 [2:27:19<3:30:45, 421.51s/it]

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Step... (19000 | Loss: 2.301945686340332, Acc: 0.5901749134063721):  42%|████▏     | 21/50 [2:28:48<3:24:20, 422.76s/it]

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Step... (19000 | Loss: 2.301945686340332, Acc: 0.5901749134063721):  42%|████▏     | 21/50 [2:31:10<3:24:20, 422.76s/it]

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Step... (19500 | Loss: 2.2847065925598145, Acc: 0.5922338366508484):  42%|████▏     | 21/50 [2:35:00<3:24:20, 422.76s/it]

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Step... (20000 | Loss: 2.2790822982788086, Acc: 0.5932071805000305):  44%|████▍     | 22/50 [2:38:51<3:17:41, 423.62s/it]

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Evaluating ...:  98%|█████████▊| 96/98 [00:21<00:00,  4.50it/s]


Evaluating ...:  99%|█████████▉| 97/98 [00:22<00:00,  4.52it/s]


Evaluating ...: 100%|██████████| 98/98 [00:22<00:00,  4.53it/s]
Evaluating ...: 100%|██████████| 98/98 [00:22<00:00,  4.38it/s]


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Training...: 100%|██████████| 914/914 [07:01<00:00,  2.17it/s]

Step... (21000 | Loss: 2.2579264640808105, Acc: 0.5958403944969177):  46%|████▌     | 23/50 [2:43:10<3:12:16, 427.27s/it]

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Step... (21000 | Loss: 2.2579264640808105, Acc: 0.5958403944969177):  46%|████▌     | 23/50 [2:46:33<3:12:16, 427.27s/it]

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Step... (21500 | Loss: 2.2523722648620605, Acc: 0.5970814228057861):  48%|████▊     | 24/50 [2:49:43<3:00:42, 417.01s/it]

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Step... (21500 | Loss: 2.2523722648620605, Acc: 0.5970814228057861):  48%|████▊     | 24/50 [2:50:24<3:00:42, 417.01s/it]

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Step... (22000 | Loss: 2.2409231662750244, Acc: 0.5982505679130554):  48%|████▊     | 24/50 [2:54:14<3:00:42, 417.01s/it]

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Step... (22500 | Loss: 2.229079484939575, Acc: 0.6001100540161133):  50%|█████     | 25/50 [2:56:49<2:54:52, 419.72s/it] 

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Step... (22500 | Loss: 2.229079484939575, Acc: 0.6001100540161133):  50%|█████     | 25/50 [2:58:05<2:54:52, 419.72s/it]

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Step... (23000 | Loss: 2.2273411750793457, Acc: 0.6002649068832397):  50%|█████     | 25/50 [3:01:56<2:54:52, 419.72s/it]

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Step... (23500 | Loss: 2.2214791774749756, Acc: 0.6014816761016846):  52%|█████▏    | 26/50 [3:05:47<2:48:38, 421.60s/it]

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Step... (24000 | Loss: 2.2101051807403564, Acc: 0.6027939915657043):  52%|█████▏    | 26/50 [3:09:38<2:48:38, 421.60s/it]

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Step... (24500 | Loss: 2.2011260986328125, Acc: 0.6044668555259705):  54%|█████▍    | 27/50 [3:13:29<2:42:06, 422.91s/it]

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Step... (25000 | Loss: 2.1930010318756104, Acc: 0.6050849556922913):  54%|█████▍    | 27/50 [3:17:19<2:42:06, 422.91s/it]

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Step... (25500 | Loss: 2.1894824504852295, Acc: 0.6055296659469604):  56%|█████▌    | 28/50 [3:18:07<2:35:24, 423.82s/it]

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Step... (25500 | Loss: 2.1894824504852295, Acc: 0.6055296659469604):  56%|█████▌    | 28/50 [3:21:11<2:35:24, 423.82s/it]

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Step... (26000 | Loss: 2.178720712661743, Acc: 0.6068299412727356):  56%|█████▌    | 28/50 [3:25:01<2:35:24, 423.82s/it]

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Step... (26500 | Loss: 2.1727280616760254, Acc: 0.6076764464378357):  58%|█████▊    | 29/50 [3:25:25<2:29:49, 428.08s/it]

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Step... (26500 | Loss: 2.1727280616760254, Acc: 0.6076764464378357):  58%|█████▊    | 29/50 [3:28:52<2:29:49, 428.08s/it]

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Step... (27000 | Loss: 2.166923999786377, Acc: 0.6095392107963562):  60%|██████    | 30/50 [3:31:55<2:18:56, 416.84s/it] 

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Step... (27000 | Loss: 2.166923999786377, Acc: 0.6095392107963562):  60%|██████    | 30/50 [3:32:43<2:18:56, 416.84s/it]

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Step... (27500 | Loss: 2.156874656677246, Acc: 0.6097507476806641):  60%|██████    | 30/50 [3:36:33<2:18:56, 416.84s/it]

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Step... (28000 | Loss: 2.1525864601135254, Acc: 0.6110272407531738):  62%|██████▏   | 31/50 [3:40:25<2:12:50, 419.51s/it]

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Step... (28500 | Loss: 2.149479627609253, Acc: 0.6111018061637878):  62%|██████▏   | 31/50 [3:44:15<2:12:50, 419.51s/it]

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Step... (29000 | Loss: 2.1383345127105713, Acc: 0.6127473711967468):  64%|██████▍   | 32/50 [3:48:06<2:06:24, 421.36s/it]

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Step... (29500 | Loss: 2.1383988857269287, Acc: 0.6129053235054016):  64%|██████▍   | 32/50 [3:51:56<2:06:24, 421.36s/it]

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Step... (30000 | Loss: 2.128844738006592, Acc: 0.6144805550575256):  66%|██████▌   | 33/50 [3:55:47<1:59:44, 422.64s/it]

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Step... (31000 | Loss: 2.119328260421753, Acc: 0.615607500076294):  68%|██████▊   | 34/50 [4:00:19<1:53:04, 424.01s/it]  

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Step... (31500 | Loss: 2.11269211769104, Acc: 0.6166918873786926):  70%|███████   | 35/50 [4:07:00<1:44:16, 417.13s/it]

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Step... (32000 | Loss: 2.1114912033081055, Acc: 0.6170355677604675):  70%|███████   | 35/50 [4:11:10<1:44:16, 417.13s/it]

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Step... (32500 | Loss: 2.1033527851104736, Acc: 0.6181226372718811):  72%|███████▏  | 36/50 [4:14:06<1:37:55, 419.70s/it]

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Step... (32500 | Loss: 2.1033527851104736, Acc: 0.6181226372718811):  72%|███████▏  | 36/50 [4:15:01<1:37:55, 419.70s/it]

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Step... (33000 | Loss: 2.098708152770996, Acc: 0.6186264753341675):  72%|███████▏  | 36/50 [4:18:51<1:37:55, 419.70s/it]

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Step... (33500 | Loss: 2.091606616973877, Acc: 0.6197751760482788):  74%|███████▍  | 37/50 [4:22:42<1:31:19, 421.53s/it]

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Step... (35000 | Loss: 2.081757068634033, Acc: 0.6210448741912842):  76%|███████▌  | 38/50 [4:34:14<1:24:34, 422.84s/it]

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Step... (35500 | Loss: 2.079017162322998, Acc: 0.6214006543159485):  78%|███████▊  | 39/50 [4:38:06<1:17:42, 423.83s/it]

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Step... (36500 | Loss: 2.071117401123047, Acc: 0.6226693391799927):  80%|████████  | 40/50 [4:42:34<1:10:57, 425.72s/it]

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Step... (37000 | Loss: 2.060844898223877, Acc: 0.6237843632698059):  82%|████████▏ | 41/50 [4:49:13<1:02:37, 417.53s/it]

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Step... (37000 | Loss: 2.060844898223877, Acc: 0.6237843632698059):  82%|████████▏ | 41/50 [4:49:38<1:02:37, 417.53s/it]

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Step... (38000 | Loss: 2.055846691131592, Acc: 0.624713659286499):  84%|████████▍ | 42/50 [4:56:18<55:58, 419.86s/it]    

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Step... (38000 | Loss: 2.055846691131592, Acc: 0.624713659286499):  84%|████████▍ | 42/50 [4:57:19<55:58, 419.86s/it]

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Step... (39000 | Loss: 2.050575017929077, Acc: 0.6253854632377625):  86%|████████▌ | 43/50 [5:05:00<49:10, 421.56s/it]

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Step... (40000 | Loss: 2.046347141265869, Acc: 0.6259589195251465):  88%|████████▊ | 44/50 [5:10:29<42:16, 422.71s/it] 

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Step... (40000 | Loss: 2.046347141265869, Acc: 0.6259589195251465):  88%|████████▊ | 44/50 [5:12:41<42:16, 422.71s/it]

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Step... (40500 | Loss: 2.03965425491333, Acc: 0.6271694302558899):  88%|████████▊ | 44/50 [5:16:32<42:16, 422.71s/it]

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Step... (41000 | Loss: 2.0386557579040527, Acc: 0.6274077296257019):  90%|█████████ | 45/50 [5:20:23<35:18, 423.63s/it]

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Step... (42000 | Loss: 2.0354502201080322, Acc: 0.6275956630706787):  92%|█████████▏| 46/50 [5:28:05<28:24, 426.23s/it]

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Step... (42500 | Loss: 2.0317249298095703, Acc: 0.6282978653907776):  94%|█████████▍| 47/50 [5:31:56<20:51, 417.31s/it]

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Step... (43000 | Loss: 2.0281360149383545, Acc: 0.6288344860076904):  94%|█████████▍| 47/50 [5:35:46<20:51, 417.31s/it]

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Step... (43500 | Loss: 2.0253467559814453, Acc: 0.6288482546806335):  96%|█████████▌| 48/50 [5:39:37<13:59, 419.72s/it]

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Step... (44000 | Loss: 2.025465250015259, Acc: 0.6294309496879578):  96%|█████████▌| 48/50 [5:43:27<13:59, 419.72s/it]

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Step... (45000 | Loss: 2.0216524600982666, Acc: 0.6295080780982971):  98%|█████████▊| 49/50 [5:51:09<07:01, 421.64s/it]

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