nipunsadvilkar commited on
Commit
0a45948
1 Parent(s): 709c83d

Saving weights and logs of step 500

Browse files
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dummy/dummy_mr_validation.csv CHANGED
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- 2021-07-10 11:09:15.922051: 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
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- [11:09:17] - INFO - __main__ - Training/evaluation parameters TrainingArguments(
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- logging_dir=./runs/Jul10_11-09-17_t1v-n-112df4a9-w-0,
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  logging_first_step=False,
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- [11:09:17] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): s3.amazonaws.com:443
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- [11:09:17] - DEBUG - urllib3.connectionpool - https://s3.amazonaws.com:443 "HEAD /datasets.huggingface.co/datasets/datasets/csv/csv.py HTTP/1.1" 200 0
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- [11:09:17] - WARNING - datasets.builder - Reusing dataset csv (/home/nipunsadvilkar/.cache/huggingface/datasets/csv/default-6ab8c94bdbe791a2/0.0.0/e138af468cb14e747fb46a19c787ffcfa5170c821476d20d5304287ce12bbc23)
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- [11:09:23] - INFO - absl - Starting the local TPU driver.
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- [11:09:23] - INFO - absl - Unable to initialize backend 'tpu_driver': Not found: Unable to find driver in registry given worker: local://
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- [11:09:23] - INFO - absl - Unable to initialize backend 'gpu': Not found: Could not find registered platform with name: "cuda". Available platform names are: TPU Interpreter Host
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- 2021-07-10 11:09:26.537094: 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
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  - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
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- [11:11:14] - DEBUG - huggingface_hub.repository - [Repository] is a valid git repo
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  huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
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- huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
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- To disable this warning, you can either:
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- - Avoid using `tokenizers` before the fork if possible
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- - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
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- huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
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- To disable this warning, you can either:
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- [11:11:31] - INFO - huggingface_hub.repository - Uploading LFS objects: 100% (2/2), 499 MB | 78 MB/s, done.
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- huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
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- huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
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  To disable this warning, you can either:
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  - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
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-
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- [11:11:51] - INFO - huggingface_hub.repository - git version 2.25.1
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- git-lfs/2.9.2 (GitHub; linux amd64; go 1.13.5)
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  huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
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  To disable this warning, you can either:
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  - Avoid using `tokenizers` before the fork if possible
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  - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
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- [11:11:51] - DEBUG - huggingface_hub.repository - [Repository] is a valid git repo
 
 
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  huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
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  To disable this warning, you can either:
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+ 2021-07-10 11:28:58.039466: 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
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+ [11:28:59] - INFO - __main__ - Training/evaluation parameters TrainingArguments(
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  _n_gpu=-1,
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  adafactor=False,
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  adam_beta1=0.9,
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  log_level=-1,
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  log_level_replica=-1,
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  log_on_each_node=True,
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  logging_steps=500,
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  logging_strategy=IntervalStrategy.STEPS,
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+ [11:28:59] - DEBUG - urllib3.connectionpool - https://s3.amazonaws.com:443 "HEAD /datasets.huggingface.co/datasets/datasets/csv/csv.py HTTP/1.1" 200 0
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+ [11:29:05] - INFO - absl - Unable to initialize backend 'gpu': Not found: Could not find registered platform with name: "cuda". Available platform names are: Host Interpreter TPU
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+ [11:29:08] - DEBUG - git.cmd - Popen(['git', 'version'], cwd=/home/nipunsadvilkar/sample/roberta-base-mr, universal_newlines=False, shell=None, istream=None)
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  huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
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  To disable this warning, you can either:
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  - Avoid using `tokenizers` before the fork if possible
123
  - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
124
+ [11:29:08] - DEBUG - git.cmd - Popen(['git', 'version'], cwd=/home/nipunsadvilkar/sample/roberta-base-mr, universal_newlines=False, shell=None, istream=None)
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  huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
126
 
 
127
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
128
  To disable this warning, you can either:
129
  - Avoid using `tokenizers` before the fork if possible
130
  - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
100
  To disable this warning, you can either:
101
  - Avoid using `tokenizers` before the fork if possible
102
  - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
103
+ [11:29:10] - DEBUG - git.cmd - Popen(['git', 'rev-parse', '--show-toplevel'], cwd=/home/nipunsadvilkar/sample/roberta-base-mr, universal_newlines=False, shell=None, istream=None)
 
 
104
  huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
105
  To disable this warning, you can either:
106
  - Avoid using `tokenizers` before the fork if possible
107
  - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
108
+ [11:29:10] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): api.wandb.ai:443
109
+ [11:29:10] - DEBUG - urllib3.connectionpool - https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None
110
+ wandb: Currently logged in as: nipunsadvilkar (use `wandb login --relogin` to force relogin)
111
  huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
112
  To disable this warning, you can either:
113
  - Avoid using `tokenizers` before the fork if possible
116
  To disable this warning, you can either:
117
  - Avoid using `tokenizers` before the fork if possible
118
  - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
119
+ 2021-07-10 11:29:11.076322: 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
120
+ wandb: Tracking run with wandb version 0.10.33
121
+ wandb: Syncing run hardy-shape-9
122
+ wandb: View project at https://wandb.ai/nipunsadvilkar/hf-flax-robert-base-mr
123
+ wandb: View run at https://wandb.ai/nipunsadvilkar/hf-flax-robert-base-mr/runs/2mowkjdf
124
+ wandb: Run data is saved locally in /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210710_112910-2mowkjdf
125
+ wandb: Run `wandb offline` to turn off syncing.
126
+ 2021-07-10 11:29:12.228649: 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
127
+ 2021-07-10 11:29:12.228690: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303)
128
+
129
+ /home/nipunsadvilkar/roberta_mr_env/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.
130
+ warnings.warn(
131
+ /home/nipunsadvilkar/roberta_mr_env/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.
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+ warnings.warn(
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+ Step... (500 | Loss: 4.267045974731445, Learning Rate: 0.0001500000071246177)
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+ To disable this warning, you can either:
287
+ - Avoid using `tokenizers` before the fork if possible
288
+ - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
289
+ huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
290
+ To disable this warning, you can either:
291
+ - Avoid using `tokenizers` before the fork if possible
292
+ - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
293
+
294
+ [11:30:56] - INFO - huggingface_hub.repository - git version 2.25.1
295
+ git-lfs/2.9.2 (GitHub; linux amd64; go 1.13.5)
296
+ huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
297
+ To disable this warning, you can either:
298
+ - Avoid using `tokenizers` before the fork if possible
299
+ - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
300
+ [11:30:56] - DEBUG - huggingface_hub.repository - [Repository] is a valid git repo
301
+ huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
302
+ To disable this warning, you can either:
303
+ - Avoid using `tokenizers` before the fork if possible
304
+ - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
305
+ huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
306
+ To disable this warning, you can either:
307
+ - Avoid using `tokenizers` before the fork if possible
308
+ - Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
run.sh CHANGED
@@ -4,8 +4,8 @@ python run_mlm_flax.py \
4
  --model_type="roberta" \
5
  --config_name="./" \
6
  --tokenizer_name="./" \
7
- --train_file="/home/nipunsadvilkar/mr_data/mr_train_df.csv" \
8
- --validation_file="/home/nipunsadvilkar/mr_data/mr_validation_df.csv"\
9
  --max_seq_length="128" \
10
  --per_device_train_batch_size="4" \
11
  --per_device_eval_batch_size="4" \
4
  --model_type="roberta" \
5
  --config_name="./" \
6
  --tokenizer_name="./" \
7
+ --train_file="dummy/dummy_mr_train.csv" \
8
+ --validation_file="dummy/dummy_mr_validation.csv"\
9
  --max_seq_length="128" \
10
  --per_device_train_batch_size="4" \
11
  --per_device_eval_batch_size="4" \
run_mlm_flax.py CHANGED
@@ -456,6 +456,17 @@ if __name__ == "__main__":
456
  # Enable tensorboard only on the master node
457
  has_tensorboard = is_tensorboard_available()
458
  if has_tensorboard and jax.process_index() == 0:
 
 
 
 
 
 
 
 
 
 
 
459
  try:
460
  from flax.metrics.tensorboard import SummaryWriter
461
 
456
  # Enable tensorboard only on the master node
457
  has_tensorboard = is_tensorboard_available()
458
  if has_tensorboard and jax.process_index() == 0:
459
+ import wandb
460
+
461
+ wandb.init(
462
+ entity='nipunsadvilkar',
463
+ project='hf-flax-robert-base-mr',
464
+ sync_tensorboard=True
465
+ )
466
+
467
+ wandb.config.update(training_args) # optional, log your configs
468
+ wandb.config.update(model_args) # optional, log your configs
469
+ wandb.config.update(data_args) # optional, log your configs
470
  try:
471
  from flax.metrics.tensorboard import SummaryWriter
472
 
wandb/debug-internal.log CHANGED
@@ -1 +1 @@
1
- run-20210709_132941-xrzp5klf/logs/debug-internal.log
1
+ run-20210710_112910-2mowkjdf/logs/debug-internal.log
wandb/debug.log CHANGED
@@ -1 +1 @@
1
- run-20210709_132941-xrzp5klf/logs/debug.log
1
+ run-20210710_112910-2mowkjdf/logs/debug.log
wandb/latest-run CHANGED
@@ -1 +1 @@
1
- run-20210709_132941-xrzp5klf
1
+ run-20210710_112910-2mowkjdf
wandb/run-20210710_112910-2mowkjdf/files/config.yaml ADDED
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+ wandb_version: 1
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+
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+ is_kaggle_kernel: false
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+ t:
13
+ 1:
14
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wandb/run-20210710_112910-2mowkjdf/files/events.out.tfevents.1625916552.t1v-n-112df4a9-w-0.56815.3.v2 ADDED
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wandb/run-20210710_112910-2mowkjdf/files/output.log ADDED
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1
+ 2021-07-10 11:29:12.228649: 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
2
+ 2021-07-10 11:29:12.228690: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303)
3
+ /home/nipunsadvilkar/roberta_mr_env/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.
4
+ warnings.warn(
5
+ /home/nipunsadvilkar/roberta_mr_env/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.
6
+ warnings.warn(
7
+ Epoch ... (1/8): 0%| | 0/8 [00:00<?, ?it/s]
8
+
9
+
10
+ Epoch ... (1/8): 12%|███████████████████ | 1/8 [01:19<09:16, 79.51s/it]
11
+
12
+
13
+ Epoch ... (1/8): 25%|██████████████████████████████████████ | 2/8 [01:24<03:35, 35.84s/it]
14
+
15
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21
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22
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23
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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+ 2021-07-10 11:29:12,166 INFO MainThread:56815 [wandb_run.py:_config_callback():872] config_cb None None {'output_dir': './', 'overwrite_output_dir': True, 'do_train': False, 'do_eval': False, 'do_predict': False, 'evaluation_strategy': 'IntervalStrategy.NO', 'prediction_loss_only': False, 'per_device_train_batch_size': 4, 'per_device_eval_batch_size': 4, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'learning_rate': 0.0003, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 8.0, 'max_steps': -1, 'lr_scheduler_type': 'SchedulerType.LINEAR', 'warmup_ratio': 0.0, 'warmup_steps': 1000, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Jul10_11-28-59_t1v-n-112df4a9-w-0', 'logging_strategy': 'IntervalStrategy.STEPS', 'logging_first_step': False, 'logging_steps': 500, 'save_strategy': 'IntervalStrategy.STEPS', 'save_steps': 500, 'save_total_limit': None, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'fp16': False, 'fp16_opt_level': 'O1', 'fp16_backend': 'auto', 'fp16_full_eval': False, 'local_rank': -1, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 500, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': 'hf-flax-robert-base-mr', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'sharded_ddp': [], 'deepspeed': None, 'label_smoothing_factor': 0.0, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'push_to_hub_model_id': 'flax-community/roberta-base-mr', 'push_to_hub_organization': None, 'push_to_hub_token': 'vdIAyRvCACJNslYtyLHufmNDnUIyknPzUgVDMFiXqJoulvMqjoubonLJzXOJQJczWfRMJumVaMFjGSFVnQAMdswvZkzNIthKrxBeARBXfqnIwjABkKpCbjGEgnkjpjKi', 'mp_parameters': ''}
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+ 2021-07-10 11:29:12,167 INFO MainThread:56815 [wandb_run.py:_config_callback():872] config_cb None None {'model_name_or_path': None, 'model_type': 'roberta', 'config_name': './', 'tokenizer_name': './', 'cache_dir': None, 'use_fast_tokenizer': True, 'dtype': 'float32'}
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+ 2021-07-10 11:29:12,168 INFO MainThread:56815 [wandb_run.py:_config_callback():872] config_cb None None {'dataset_name': None, 'dataset_config_name': None, 'train_file': 'dummy/dummy_mr_train.csv', 'validation_file': 'dummy/dummy_mr_validation.csv', 'train_ref_file': None, 'validation_ref_file': None, 'overwrite_cache': False, 'validation_split_percentage': 5, 'max_seq_length': 128, 'preprocessing_num_workers': None, 'mlm_probability': 0.15, 'pad_to_max_length': False, 'line_by_line': False}
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+ 2021-07-10 11:29:12,244 INFO MainThread:56815 [wandb_run.py:_tensorboard_callback():943] tensorboard callback: ., None
wandb/run-20210710_112910-2mowkjdf/run-2mowkjdf.wandb ADDED
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