diff --git a/run.log b/run.log
deleted file mode 100644
index 73b964a808bd77c67b3c069230e6e0c6aea10307..0000000000000000000000000000000000000000
--- a/run.log
+++ /dev/null
@@ -1,497 +0,0 @@
-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
-[11:28:59] - INFO - __main__ - Training/evaluation parameters TrainingArguments(
-_n_gpu=-1,
-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=0.0003,
-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/Jul10_11-28-59_t1v-n-112df4a9-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=8.0,
-output_dir=./,
-overwrite_output_dir=True,
-past_index=-1,
-per_device_eval_batch_size=4,
-per_device_train_batch_size=4,
-prediction_loss_only=False,
-push_to_hub=True,
-push_to_hub_model_id=flax-community/roberta-base-mr,
-push_to_hub_organization=None,
-push_to_hub_token=vdIAyRvCACJNslYtyLHufmNDnUIyknPzUgVDMFiXqJoulvMqjoubonLJzXOJQJczWfRMJumVaMFjGSFVnQAMdswvZkzNIthKrxBeARBXfqnIwjABkKpCbjGEgnkjpjKi,
-remove_unused_columns=True,
-report_to=['wandb'],
-resume_from_checkpoint=None,
-run_name=hf-flax-robert-base-mr,
-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,
-)
-[11:28:59] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): s3.amazonaws.com:443
-[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
-[11:28:59] - WARNING - datasets.builder - Using custom data configuration default-81af252916854639
-Downloading and preparing dataset csv/default (download: Unknown size, generated: Unknown size, post-processed: Unknown size, total: Unknown size) to /home/nipunsadvilkar/.cache/huggingface/datasets/csv/default-81af252916854639/0.0.0/e138af468cb14e747fb46a19c787ffcfa5170c821476d20d5304287ce12bbc23...
-
0 tables [00:00, ? tables/s]
                            

0 tables [00:00, ? tables/s]
                            
Dataset csv downloaded and prepared to /home/nipunsadvilkar/.cache/huggingface/datasets/csv/default-81af252916854639/0.0.0/e138af468cb14e747fb46a19c787ffcfa5170c821476d20d5304287ce12bbc23. Subsequent calls will reuse this data.
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-[11:29:05] - INFO - absl - Starting the local TPU driver.
-[11:29:05] - INFO - absl - Unable to initialize backend 'tpu_driver': Not found: Unable to find driver in registry given worker: local://
-[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
-[11:29:08] - DEBUG - git.cmd - Popen(['git', 'version'], cwd=/home/nipunsadvilkar/sample/roberta-base-mr, universal_newlines=False, shell=None, istream=None)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-[11:29:08] - DEBUG - git.cmd - Popen(['git', 'version'], cwd=/home/nipunsadvilkar/sample/roberta-base-mr, universal_newlines=False, shell=None, istream=None)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-[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)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-[11:29:10] - DEBUG - urllib3.connectionpool - Starting new HTTPS connection (1): api.wandb.ai:443
-[11:29:10] - DEBUG - urllib3.connectionpool - https://api.wandb.ai:443 "POST /graphql HTTP/1.1" 200 None
-wandb: Currently logged in as: nipunsadvilkar (use `wandb login --relogin` to force relogin)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-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
-wandb: Tracking run with wandb version 0.10.33
-wandb: Syncing run hardy-shape-9
-wandb:  View project at https://wandb.ai/nipunsadvilkar/hf-flax-robert-base-mr
-wandb:  View run at https://wandb.ai/nipunsadvilkar/hf-flax-robert-base-mr/runs/2mowkjdf
-wandb: Run data is saved locally in /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210710_112910-2mowkjdf
-wandb: Run `wandb offline` to turn off syncing.
-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
-2021-07-10 11:29:12.228690: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303)
-
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
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Training...: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 147/147 [00:04<00:00, 32.58it/s]
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Epoch ... (1/8):  25%|██████████████████████████████████████                                                                                                                  | 2/8 [01:24<03:35, 35.84s/it]
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Training...:  40%|█████████████████████████████████████████████████████████████▍                                                                                           | 59/147 [00:01<00:02, 32.58it/s]
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Training...:  43%|█████████████████████████████████████████████████████████████████▌                                                                                       | 63/147 [00:02<00:02, 30.43it/s]
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Training...:  46%|█████████████████████████████████████████████████████████████████████▋                                                                                   | 67/147 [00:02<00:02, 31.79it/s]
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Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:30<01:49, 21.92s/it]
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Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:32<01:49, 21.92s/it]
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-Step... (500 | Loss: 4.267045974731445, Learning Rate: 0.0001500000071246177)
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Evaluating ...:   2%|██▌                                                                                                                                                     | 1/58 [00:04<04:02,  4.26s/it]
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Evaluating ...:  16%|███████████████████████▌                                                                                                                                | 9/58 [00:04<00:17,  2.82it/s]
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Evaluating ...:  31%|██████████████████████████████████████████████▊                                                                                                        | 18/58 [00:04<00:06,  6.66it/s]
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Evaluating ...:  47%|██████████████████████████████████████████████████████████████████████▎                                                                                | 27/58 [00:04<00:02, 11.53it/s]
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Evaluating ...:  60%|███████████████████████████████████████████████████████████████████████████████████████████                                                            | 35/58 [00:04<00:01, 16.82it/s]
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Evaluating ...:  74%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                       | 43/58 [00:04<00:00, 23.10it/s]
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Evaluating ...:  90%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍               | 52/58 [00:04<00:00, 31.08it/s]
Evaluating ...: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 58/58 [00:04<00:00, 11.69it/s]huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-
-[11:30:56] - INFO - huggingface_hub.repository - git version 2.25.1
-git-lfs/2.9.2 (GitHub; linux amd64; go 1.13.5)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-[11:30:56] - DEBUG - huggingface_hub.repository - [Repository] is a valid git repo
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-[11:31:07] - INFO - huggingface_hub.repository - 
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-
-
Training...:  41%|██████████████████████████████████████████████████████████████▍                                                                                          | 60/147 [00:20<02:03,  1.42s/it]
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Training...:  43%|█████████████████████████████████████████████████████████████████▌                                                                                       | 63/147 [00:20<01:30,  1.08s/it]
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Training...:  54%|██████████████████████████████████████████████████████████████████████████████████▏                                                                      | 79/147 [00:21<00:18,  3.60it/s]
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Training...:  67%|███████████████████████████████████████████████████████████████████████████████████████████████████████                                                  | 99/147 [00:21<00:03, 14.12it/s]
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Training...:  81%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                             | 119/147 [00:22<00:01, 27.18it/s]
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Training...:  89%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                | 131/147 [00:22<00:00, 30.91it/s]
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Training...:  95%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋        | 139/147 [00:22<00:00, 32.25it/s]
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Training...:  97%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊    | 143/147 [00:23<00:00, 32.75it/s]
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Training...: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 147/147 [00:23<00:00, 33.04it/s]
Training...: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 147/147 [00:23<00:00,  6.36it/s]
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Step... (500 | Loss: 4.187922477722168, Acc: 0.20929905772209167):  50%|███████████████████████████████████████████████████                                                   | 4/8 [01:53<01:30, 22.62s/it]
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Training...:  41%|██████████████████████████████████████████████████████████████▍                                                                                          | 60/147 [00:01<00:02, 33.89it/s]
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Training...:  44%|██████████████████████████████████████████████████████████████████▌                                                                                      | 64/147 [00:02<00:02, 33.56it/s]
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Training...:  54%|███████████████████████████████████████████████████████████████████████████████████▎                                                                     | 80/147 [00:02<00:01, 33.90it/s]
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Training...:  65%|███████████████████████████████████████████████████████████████████████████████████████████████████▉                                                     | 96/147 [00:03<00:01, 29.51it/s]
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Training...:  71%|███████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                            | 104/147 [00:03<00:01, 31.15it/s]
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Training...:  95%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊       | 140/147 [00:04<00:00, 33.04it/s]
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Training...:  98%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉   | 144/147 [00:04<00:00, 32.94it/s]
Training...: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 147/147 [00:04<00:00, 31.36it/s]
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Step... (500 | Loss: 4.187922477722168, Acc: 0.20929905772209167):  62%|███████████████████████████████████████████████████████████████▊                                      | 5/8 [01:58<00:48, 16.33s/it]
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Training...:  40%|█████████████████████████████████████████████████████████████▍                                                                                           | 59/147 [00:01<00:02, 32.66it/s]
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Training...:  43%|█████████████████████████████████████████████████████████████████▌                                                                                       | 63/147 [00:02<00:02, 32.71it/s]
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Training...:  46%|█████████████████████████████████████████████████████████████████████▋                                                                                   | 67/147 [00:02<00:02, 32.77it/s]
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Training...:  48%|█████████████████████████████████████████████████████████████████████████▉                                                                               | 71/147 [00:02<00:02, 32.65it/s]
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Training...:  54%|██████████████████████████████████████████████████████████████████████████████████▏                                                                      | 79/147 [00:02<00:02, 33.04it/s]
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Step... (500 | Loss: 4.187922477722168, Acc: 0.20929905772209167):  75%|████████████████████████████████████████████████████████████████████████████▌                         | 6/8 [02:04<00:25, 12.62s/it]
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Training...:  41%|██████████████████████████████████████████████████████████████▍                                                                                          | 60/147 [00:01<00:02, 31.95it/s]
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Training...:  44%|██████████████████████████████████████████████████████████████████▌                                                                                      | 64/147 [00:02<00:02, 32.20it/s]
-
Training...:  46%|██████████████████████████████████████████████████████████████████████▊                                                                                  | 68/147 [00:02<00:02, 32.48it/s]
-
Training...:  49%|██████████████████████████████████████████████████████████████████████████▉                                                                              | 72/147 [00:02<00:02, 32.62it/s]
-
Training...:  52%|███████████████████████████████████████████████████████████████████████████████                                                                          | 76/147 [00:02<00:02, 32.50it/s]
-
Training...:  54%|███████████████████████████████████████████████████████████████████████████████████▎                                                                     | 80/147 [00:02<00:02, 32.46it/s]
-
Training...:  57%|███████████████████████████████████████████████████████████████████████████████████████▍                                                                 | 84/147 [00:02<00:01, 32.11it/s]
-
Training...:  60%|███████████████████████████████████████████████████████████████████████████████████████████▌                                                             | 88/147 [00:02<00:01, 32.39it/s]
-
Training...:  63%|███████████████████████████████████████████████████████████████████████████████████████████████▊                                                         | 92/147 [00:02<00:01, 32.76it/s]
-
Training...:  65%|███████████████████████████████████████████████████████████████████████████████████████████████████▉                                                     | 96/147 [00:03<00:01, 33.19it/s]
-
Training...:  68%|███████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                | 100/147 [00:03<00:01, 33.58it/s]
-
Training...:  71%|███████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                            | 104/147 [00:03<00:01, 31.90it/s]
-
Training...:  73%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                        | 108/147 [00:03<00:01, 32.55it/s]
-
Training...:  76%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                    | 112/147 [00:03<00:01, 23.00it/s]
-
Training...:  79%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                | 116/147 [00:03<00:01, 25.12it/s]
                                                                                                                                                                                                            

-
                                                                                                                                                                                                            

Step... (500 | Loss: 4.187922477722168, Acc: 0.20929905772209167):  75%|████████████████████████████████████████████████████████████████████████████▌                         | 6/8 [02:09<00:25, 12.62s/it]
-
Training...:  79%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                | 116/147 [00:04<00:01, 25.12it/s]
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-
Evaluating ...:   0%|                                                                                                                                                                | 0/58 [00:00<?, ?it/s]Step... (1000 | Loss: 4.1558685302734375, Learning Rate: 0.0003000000142492354)
-
-
-
Evaluating ...:  12%|██████████████████▎                                                                                                                                     | 7/58 [00:00<00:00, 69.53it/s]
-
-
Evaluating ...:  26%|███████████████████████████████████████                                                                                                                | 15/58 [00:00<00:00, 71.67it/s]
-
-
Evaluating ...:  40%|███████████████████████████████████████████████████████████▉                                                                                           | 23/58 [00:00<00:00, 73.90it/s]
-
-
Evaluating ...:  53%|████████████████████████████████████████████████████████████████████████████████▋                                                                      | 31/58 [00:00<00:00, 72.25it/s]
-
-
Evaluating ...:  67%|█████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                 | 39/58 [00:00<00:00, 72.94it/s]
-
-
Evaluating ...:  81%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                            | 47/58 [00:00<00:00, 74.45it/s]
-
-
Evaluating ...:  95%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏       | 55/58 [00:00<00:00, 75.91it/s]
Evaluating ...: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 58/58 [00:00<00:00, 74.45it/s]huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-
-[11:31:28] - INFO - huggingface_hub.repository - git version 2.25.1
-git-lfs/2.9.2 (GitHub; linux amd64; go 1.13.5)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-[11:31:28] - DEBUG - huggingface_hub.repository - [Repository] is a valid git repo
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
diff --git a/wandb/debug-internal.log b/wandb/debug-internal.log
deleted file mode 120000
index 37e927ba0c6c87fc474053616dbca89115d9fe30..0000000000000000000000000000000000000000
--- a/wandb/debug-internal.log
+++ /dev/null
@@ -1 +0,0 @@
-run-20210710_112910-2mowkjdf/logs/debug-internal.log
\ No newline at end of file
diff --git a/wandb/debug.log b/wandb/debug.log
deleted file mode 120000
index 1b8af7c0e05fc68600ef95c69c2e476380393c53..0000000000000000000000000000000000000000
--- a/wandb/debug.log
+++ /dev/null
@@ -1 +0,0 @@
-run-20210710_112910-2mowkjdf/logs/debug.log
\ No newline at end of file
diff --git a/wandb/latest-run b/wandb/latest-run
deleted file mode 120000
index 50c34e213dbb04a5d0198dc2742d0f64eaa88ece..0000000000000000000000000000000000000000
--- a/wandb/latest-run
+++ /dev/null
@@ -1 +0,0 @@
-run-20210710_112910-2mowkjdf
\ No newline at end of file
diff --git a/wandb/run-20210709_103433-d7n9baaw/files/config.yaml b/wandb/run-20210709_103433-d7n9baaw/files/config.yaml
deleted file mode 100644
index ab3d37a013838fc169594a1929bc84ac6663fbb1..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_103433-d7n9baaw/files/config.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-wandb_version: 1
-
-_wandb:
-  desc: null
-  value:
-    cli_version: 0.10.33
-    framework: huggingface
-    huggingface_version: 4.9.0.dev0
-    is_jupyter_run: false
-    is_kaggle_kernel: false
-    python_version: 3.8.10
-    t:
-      1:
-      - 11
-      4: 3.8.10
-      5: 0.10.33
-      6: 4.9.0.dev0
-      8:
-      - 5
diff --git a/wandb/run-20210709_103433-d7n9baaw/logs/debug-internal.log b/wandb/run-20210709_103433-d7n9baaw/logs/debug-internal.log
deleted file mode 100644
index d385b803f529f890f79e99c3f173d257bb96a8ca..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_103433-d7n9baaw/logs/debug-internal.log
+++ /dev/null
@@ -1,72 +0,0 @@
-2021-07-09 10:34:34,450 INFO    MainThread:25100 [internal.py:wandb_internal():88] W&B internal server running at pid: 25100, started at: 2021-07-09 10:34:34.449847
-2021-07-09 10:34:34,452 DEBUG   HandlerThread:25100 [handler.py:handle_request():124] handle_request: check_version
-2021-07-09 10:34:34,452 INFO    WriterThread:25100 [datastore.py:open_for_write():80] open: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_103433-d7n9baaw/run-d7n9baaw.wandb
-2021-07-09 10:34:34,453 DEBUG   SenderThread:25100 [sender.py:send():179] send: header
-2021-07-09 10:34:34,453 DEBUG   SenderThread:25100 [sender.py:send_request():193] send_request: check_version
-2021-07-09 10:34:34,515 DEBUG   SenderThread:25100 [sender.py:send():179] send: run
-2021-07-09 10:34:34,556 ERROR   SenderThread:25100 [internal_api.py:execute():130] 403 response executing GraphQL.
-2021-07-09 10:34:34,556 ERROR   SenderThread:25100 [internal_api.py:execute():131] {"errors":[{"message":"permission denied","path":["upsertBucket"],"extensions":{"code":"PERMISSION_ERROR"}}],"data":{"upsertBucket":null}}
-2021-07-09 10:34:35,516 INFO    HandlerThread:25100 [handler.py:finish():638] shutting down handler
-2021-07-09 10:34:35,517 INFO    WriterThread:25100 [datastore.py:close():288] close: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_103433-d7n9baaw/run-d7n9baaw.wandb
-2021-07-09 10:34:35,517 ERROR   MainThread:25100 [internal.py:wandb_internal():159] Thread SenderThread:
-Traceback (most recent call last):
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/lib/retry.py", line 102, in __call__
-    result = self._call_fn(*args, **kwargs)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/internal_api.py", line 133, in execute
-    six.reraise(*sys.exc_info())
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/six.py", line 719, in reraise
-    raise value
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/internal_api.py", line 127, in execute
-    return self.client.execute(*args, **kwargs)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/vendor/gql-0.2.0/gql/client.py", line 52, in execute
-    result = self._get_result(document, *args, **kwargs)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/vendor/gql-0.2.0/gql/client.py", line 60, in _get_result
-    return self.transport.execute(document, *args, **kwargs)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/vendor/gql-0.2.0/gql/transport/requests.py", line 39, in execute
-    request.raise_for_status()
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/requests/models.py", line 943, in raise_for_status
-    raise HTTPError(http_error_msg, response=self)
-requests.exceptions.HTTPError: 403 Client Error: Forbidden for url: https://api.wandb.ai/graphql
-
-During handling of the above exception, another exception occurred:
-
-Traceback (most recent call last):
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/apis/normalize.py", line 24, in wrapper
-    return func(*args, **kwargs)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/internal_api.py", line 922, in upsert_run
-    response = self.gql(mutation, variable_values=variable_values, **kwargs)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/lib/retry.py", line 118, in __call__
-    if not check_retry_fn(e):
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/util.py", line 727, in no_retry_auth
-    raise CommError("Permission denied, ask the project owner to grant you access")
-wandb.errors.CommError: Permission denied, ask the project owner to grant you access
-
-During handling of the above exception, another exception occurred:
-
-Traceback (most recent call last):
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/internal_util.py", line 55, in run
-    self._run()
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/internal_util.py", line 105, in _run
-    self._process(record)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/internal.py", line 292, in _process
-    self._sm.send(record)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/sender.py", line 181, in send
-    send_handler(record)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/sender.py", line 604, in send_run
-    self._init_run(run, config_value_dict)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/sender.py", line 626, in _init_run
-    server_run, inserted = self._api.upsert_run(
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/apis/normalize.py", line 62, in wrapper
-    six.reraise(CommError, CommError(message, err), sys.exc_info()[2])
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/six.py", line 718, in reraise
-    raise value.with_traceback(tb)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/apis/normalize.py", line 24, in wrapper
-    return func(*args, **kwargs)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/internal/internal_api.py", line 922, in upsert_run
-    response = self.gql(mutation, variable_values=variable_values, **kwargs)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/lib/retry.py", line 118, in __call__
-    if not check_retry_fn(e):
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/util.py", line 727, in no_retry_auth
-    raise CommError("Permission denied, ask the project owner to grant you access")
-wandb.errors.CommError: Permission denied, ask the project owner to grant you access
-2021-07-09 10:34:37,565 INFO    MainThread:25100 [internal.py:handle_exit():78] Internal process exited
diff --git a/wandb/run-20210709_103433-d7n9baaw/logs/debug.log b/wandb/run-20210709_103433-d7n9baaw/logs/debug.log
deleted file mode 100644
index f54790a4d163b577d803c7d439666b2f28f90171..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_103433-d7n9baaw/logs/debug.log
+++ /dev/null
@@ -1,35 +0,0 @@
-2021-07-09 10:34:33,839 INFO    MainThread:24042 [wandb_setup.py:_flush():69] setting env: {}
-2021-07-09 10:34:33,839 INFO    MainThread:24042 [wandb_setup.py:_flush():69] setting login settings: {}
-2021-07-09 10:34:33,839 INFO    MainThread:24042 [wandb_init.py:_log_setup():337] Logging user logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_103433-d7n9baaw/logs/debug.log
-2021-07-09 10:34:33,839 INFO    MainThread:24042 [wandb_init.py:_log_setup():338] Logging internal logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_103433-d7n9baaw/logs/debug-internal.log
-2021-07-09 10:34:33,839 INFO    MainThread:24042 [wandb_init.py:init():370] calling init triggers
-2021-07-09 10:34:33,839 INFO    MainThread:24042 [wandb_init.py:init():375] wandb.init called with sweep_config: {}
-config: {}
-2021-07-09 10:34:33,839 INFO    MainThread:24042 [wandb_init.py:init():419] starting backend
-2021-07-09 10:34:33,839 INFO    MainThread:24042 [backend.py:_multiprocessing_setup():70] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
-2021-07-09 10:34:33,940 INFO    MainThread:24042 [backend.py:ensure_launched():135] starting backend process...
-2021-07-09 10:34:33,967 INFO    MainThread:24042 [backend.py:ensure_launched():139] started backend process with pid: 25100
-2021-07-09 10:34:33,969 INFO    MainThread:24042 [wandb_init.py:init():424] backend started and connected
-2021-07-09 10:34:33,971 INFO    MainThread:24042 [wandb_init.py:init():472] updated telemetry
-2021-07-09 10:34:33,972 INFO    MainThread:24042 [wandb_init.py:init():491] communicating current version
-2021-07-09 10:34:34,514 INFO    MainThread:24042 [wandb_init.py:init():496] got version response 
-2021-07-09 10:34:34,514 INFO    MainThread:24042 [wandb_init.py:init():504] communicating run to backend with 30 second timeout
-2021-07-09 10:34:46,387 WARNING MainThread:24042 [wandb_init.py:init():781] interrupted
-Traceback (most recent call last):
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/wandb_init.py", line 761, in init
-    run = wi.init()
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/wandb_init.py", line 505, in init
-    ret = backend.interface.communicate_run(run, timeout=30)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/interface/interface.py", line 667, in communicate_run
-    return self._communicate_run(run, timeout=timeout)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/interface/interface.py", line 655, in _communicate_run
-    resp = self._communicate(req, timeout=timeout)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/interface/interface.py", line 545, in _communicate
-    return self._communicate_async(rec, local=local).get(timeout=timeout)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/interface/interface.py", line 82, in get
-    is_set = self._object_ready.wait(timeout)
-  File "/usr/lib/python3.8/threading.py", line 558, in wait
-    signaled = self._cond.wait(timeout)
-  File "/usr/lib/python3.8/threading.py", line 306, in wait
-    gotit = waiter.acquire(True, timeout)
-KeyboardInterrupt
diff --git a/wandb/run-20210709_103433-d7n9baaw/run-d7n9baaw.wandb b/wandb/run-20210709_103433-d7n9baaw/run-d7n9baaw.wandb
deleted file mode 100644
index 54030cc864dd3de6d7a886947816e248484f287f..0000000000000000000000000000000000000000
Binary files a/wandb/run-20210709_103433-d7n9baaw/run-d7n9baaw.wandb and /dev/null differ
diff --git a/wandb/run-20210709_111555-275xd40l/files/config.yaml b/wandb/run-20210709_111555-275xd40l/files/config.yaml
deleted file mode 100644
index 07909a1cb2de14eeee62be4583ecc56b60e954ea..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_111555-275xd40l/files/config.yaml
+++ /dev/null
@@ -1,305 +0,0 @@
-wandb_version: 1
-
-_wandb:
-  desc: null
-  value:
-    cli_version: 0.10.33
-    framework: huggingface
-    huggingface_version: 4.9.0.dev0
-    is_jupyter_run: false
-    is_kaggle_kernel: false
-    python_version: 3.8.10
-    t:
-      1:
-      - 11
-      2:
-      - 11
-      4: 3.8.10
-      5: 0.10.33
-      6: 4.9.0.dev0
-      8:
-      - 5
-adafactor:
-  desc: null
-  value: false
-adam_beta1:
-  desc: null
-  value: 0.9
-adam_beta2:
-  desc: null
-  value: 0.999
-adam_epsilon:
-  desc: null
-  value: 1.0e-08
-cache_dir:
-  desc: null
-  value: null
-config_name:
-  desc: null
-  value: ./
-dataloader_drop_last:
-  desc: null
-  value: false
-dataloader_num_workers:
-  desc: null
-  value: 0
-dataloader_pin_memory:
-  desc: null
-  value: true
-dataset_config_name:
-  desc: null
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-overwrite_cache:
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-per_device_eval_batch_size:
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diff --git a/wandb/run-20210709_111555-275xd40l/files/output.log b/wandb/run-20210709_111555-275xd40l/files/output.log
deleted file mode 100644
index e3f0fa4a46f6817520ddc8a5aed36e4e8bf67d4c..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_111555-275xd40l/files/output.log
+++ /dev/null
@@ -1,33 +0,0 @@
-
-[11:15:56] - WARNING - __main__ - Unable to display metrics through TensorBoard because some package are not installed: No module named 'tensorflow'
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
-Epoch ... (1/8):   0%|                                                                                                                                                                | 0/8 [00:00<?, ?it/s]
-
-
-Epoch ... (1/8):  12%|███████████████████                                                                                                                                     | 1/8 [01:13<08:36, 73.75s/it]
-
-Epoch ... (1/8):  25%|██████████████████████████████████████                                                                                                                  | 2/8 [01:18<03:19, 33.23s/it]
-
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:23<01:41, 20.39s/it]
-Training...:  20%|██████████████████████████████▏                                                                                                                          | 28/142 [00:00<00:03, 37.68it/s]
-Training...:  51%|█████████████████████████████████████████████████████████████████████████████▌                                                                           | 72/142 [00:02<00:01, 36.09it/s]
-
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  50%|███████████████████████████████████████████████████▌                                                   | 4/8 [01:39<01:14, 18.65s/it]
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  62%|████████████████████████████████████████████████████████████████▍                                      | 5/8 [01:44<00:40, 13.57s/it]
-
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  75%|█████████████████████████████████████████████████████████████████████████████▎                         | 6/8 [01:49<00:21, 10.68s/it]
-
-Evaluating ...: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 10/10 [00:00<00:00, 77.04it/s]
-Training...:   3%|████▎                                                                                                                                                     | 4/142 [00:00<00:03, 35.08it/s]
-Evaluating ...:  80%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                              | 8/10 [00:00<00:00, 76.37it/s]
-
-
-
-Step... (1000 | Loss: 7.925442218780518, Acc: 0.09575153142213821): 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████| 8/8 [02:05<00:00, 15.69s/it]
\ No newline at end of file
diff --git a/wandb/run-20210709_111555-275xd40l/files/requirements.txt b/wandb/run-20210709_111555-275xd40l/files/requirements.txt
deleted file mode 100644
index b55b5f6c3eca947f070756bd30a09a4489410047..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_111555-275xd40l/files/requirements.txt
+++ /dev/null
@@ -1,96 +0,0 @@
-absl-py==0.13.0
-aiohttp==3.7.4.post0
-async-timeout==3.0.1
-attrs==21.2.0
-backcall==0.2.0
-cachetools==4.2.2
-certifi==2021.5.30
-chardet==4.0.0
-chex==0.0.8
-click==8.0.1
-configparser==5.0.2
-cycler==0.10.0
-datasets==1.9.1.dev0
-decorator==5.0.9
-dill==0.3.4
-dm-tree==0.1.6
-docker-pycreds==0.4.0
-filelock==3.0.12
-flatbuffers==2.0
-flax==0.3.4
-fsspec==2021.6.1
-gitdb==4.0.7
-gitpython==3.1.18
-google-auth-oauthlib==0.4.4
-google-auth==1.32.1
-grpcio==1.38.1
-huggingface-hub==0.0.12
-idna==2.10
-ipython-genutils==0.2.0
-ipython==7.25.0
-jax==0.2.16
-jaxlib==0.1.68
-jedi==0.18.0
-joblib==1.0.1
-kiwisolver==1.3.1
-libtpu-nightly==0.1.dev20210615
-markdown==3.3.4
-matplotlib-inline==0.1.2
-matplotlib==3.4.2
-msgpack==1.0.2
-multidict==5.1.0
-multiprocess==0.70.12.2
-numpy==1.21.0
-oauthlib==3.1.1
-opt-einsum==3.3.0
-optax==0.0.9
-packaging==21.0
-pandas==1.3.0
-parso==0.8.2
-pathtools==0.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pillow==8.3.1
-pip==20.0.2
-pkg-resources==0.0.0
-promise==2.3
-prompt-toolkit==3.0.19
-protobuf==3.17.3
-psutil==5.8.0
-ptyprocess==0.7.0
-pyarrow==4.0.1
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pygments==2.9.0
-pyparsing==2.4.7
-python-dateutil==2.8.1
-pytz==2021.1
-pyyaml==5.4.1
-regex==2021.7.6
-requests-oauthlib==1.3.0
-requests==2.25.1
-rsa==4.7.2
-sacremoses==0.0.45
-scipy==1.7.0
-sentry-sdk==1.3.0
-setuptools==44.0.0
-shortuuid==1.0.1
-six==1.16.0
-smmap==4.0.0
-subprocess32==3.5.4
-tensorboard-data-server==0.6.1
-tensorboard-plugin-wit==1.8.0
-tensorboard==2.5.0
-tokenizers==0.10.3
-toolz==0.11.1
-tqdm==4.61.2
-traitlets==5.0.5
-transformers==4.9.0.dev0
-typing-extensions==3.10.0.0
-urllib3==1.26.6
-wandb==0.10.33
-wcwidth==0.2.5
-werkzeug==2.0.1
-wheel==0.36.2
-xxhash==2.0.2
-yarl==1.6.3
\ No newline at end of file
diff --git a/wandb/run-20210709_111555-275xd40l/files/wandb-metadata.json b/wandb/run-20210709_111555-275xd40l/files/wandb-metadata.json
deleted file mode 100644
index a178a79827271e2b55d6beaf10d137a9371e0354..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_111555-275xd40l/files/wandb-metadata.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "os": "Linux-5.4.0-1043-gcp-x86_64-with-glibc2.29",
-    "python": "3.8.10",
-    "heartbeatAt": "2021-07-09T11:15:56.409747",
-    "startedAt": "2021-07-09T11:15:55.658458",
-    "docker": null,
-    "cpu_count": 96,
-    "cuda": null,
-    "args": [
-        "--output_dir=./",
-        "--model_type=roberta",
-        "--config_name=./",
-        "--tokenizer_name=./",
-        "--dataset_name=oscar",
-        "--dataset_config_name=unshuffled_deduplicated_als",
-        "--max_seq_length=128",
-        "--per_device_train_batch_size=4",
-        "--per_device_eval_batch_size=4",
-        "--learning_rate=3e-4",
-        "--warmup_steps=1000",
-        "--overwrite_output_dir",
-        "--num_train_epochs=8"
-    ],
-    "state": "running",
-    "program": "run_mlm_flax.py",
-    "codePath": "run_mlm_flax.py",
-    "git": {
-        "remote": "https://huggingface.co/flax-community/roberta-base-mr",
-        "commit": "faa64e8a79301832a56c78b2b293675039070bb0"
-    },
-    "email": "nipunsadvilkar@gmail.com",
-    "root": "/home/nipunsadvilkar/sample/roberta-base-mr",
-    "host": "t1v-n-112df4a9-w-0",
-    "username": "nipunsadvilkar",
-    "executable": "/home/nipunsadvilkar/roberta_mr_env/bin/python"
-}
diff --git a/wandb/run-20210709_111555-275xd40l/files/wandb-summary.json b/wandb/run-20210709_111555-275xd40l/files/wandb-summary.json
deleted file mode 100644
index 9e26dfeeb6e641a33dae4961196235bdb965b21b..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_111555-275xd40l/files/wandb-summary.json
+++ /dev/null
@@ -1 +0,0 @@
-{}
\ No newline at end of file
diff --git a/wandb/run-20210709_111555-275xd40l/logs/debug-internal.log b/wandb/run-20210709_111555-275xd40l/logs/debug-internal.log
deleted file mode 100644
index d4b033975b21d3a69295e0aee27b2889f3968006..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_111555-275xd40l/logs/debug-internal.log
+++ /dev/null
@@ -1,175 +0,0 @@
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-2021-07-09 11:17:11,651 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: stop_status
-2021-07-09 11:17:11,652 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: stop_status
-2021-07-09 11:17:13,440 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:15,441 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:17,442 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:19,443 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:21,444 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:23,444 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:24,641 DEBUG   SenderThread:29289 [sender.py:send():179] send: stats
-2021-07-09 11:17:25,445 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:26,687 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: stop_status
-2021-07-09 11:17:26,688 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: stop_status
-2021-07-09 11:17:27,446 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:29,447 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:33,449 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:41,453 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:41,727 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: stop_status
-2021-07-09 11:17:41,727 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: stop_status
-2021-07-09 11:17:43,454 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:45,455 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:47,456 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:49,457 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:51,458 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:53,459 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:54,712 DEBUG   SenderThread:29289 [sender.py:send():179] send: stats
-2021-07-09 11:17:55,459 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:56,763 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: stop_status
-2021-07-09 11:17:56,763 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: stop_status
-2021-07-09 11:17:58,461 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:17:59,461 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:18:04,463 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:18:06,464 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:18:08,465 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:18:08,711 DEBUG   SenderThread:29289 [sender.py:send():179] send: telemetry
-2021-07-09 11:18:08,711 DEBUG   SenderThread:29289 [sender.py:send():179] send: exit
-2021-07-09 11:18:08,711 INFO    SenderThread:29289 [sender.py:send_exit():287] handling exit code: 0
-2021-07-09 11:18:08,711 INFO    SenderThread:29289 [sender.py:send_exit():295] send defer
-2021-07-09 11:18:08,712 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 11:18:08,712 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:08,712 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 0
-2021-07-09 11:18:08,712 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 11:18:08,712 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:08,712 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 0
-2021-07-09 11:18:08,712 INFO    SenderThread:29289 [sender.py:transition_state():308] send defer: 1
-2021-07-09 11:18:08,712 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:08,712 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 1
-2021-07-09 11:18:08,745 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:08,745 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 1
-2021-07-09 11:18:08,745 INFO    SenderThread:29289 [sender.py:transition_state():308] send defer: 2
-2021-07-09 11:18:08,746 DEBUG   SenderThread:29289 [sender.py:send():179] send: stats
-2021-07-09 11:18:08,746 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:08,746 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 2
-2021-07-09 11:18:08,746 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:08,746 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 2
-2021-07-09 11:18:08,746 INFO    SenderThread:29289 [sender.py:transition_state():308] send defer: 3
-2021-07-09 11:18:08,746 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:08,746 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 3
-2021-07-09 11:18:08,747 DEBUG   SenderThread:29289 [sender.py:send():179] send: summary
-2021-07-09 11:18:08,747 INFO    SenderThread:29289 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 11:18:08,747 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:08,747 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 3
-2021-07-09 11:18:08,747 INFO    SenderThread:29289 [sender.py:transition_state():308] send defer: 4
-2021-07-09 11:18:08,747 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:08,747 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 4
-2021-07-09 11:18:08,748 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:08,748 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 4
-2021-07-09 11:18:08,811 INFO    SenderThread:29289 [sender.py:transition_state():308] send defer: 5
-2021-07-09 11:18:08,812 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:08,812 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 5
-2021-07-09 11:18:08,812 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:08,812 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 5
-2021-07-09 11:18:08,812 INFO    SenderThread:29289 [dir_watcher.py:finish():282] shutting down directory watcher
-2021-07-09 11:18:08,814 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 11:18:09,466 INFO    Thread-8  :29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/wandb-summary.json
-2021-07-09 11:18:09,466 INFO    SenderThread:29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/config.yaml
-2021-07-09 11:18:09,466 INFO    SenderThread:29289 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:18:09,467 INFO    SenderThread:29289 [dir_watcher.py:finish():312] scan: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files
-2021-07-09 11:18:09,467 INFO    SenderThread:29289 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/requirements.txt requirements.txt
-2021-07-09 11:18:09,467 INFO    SenderThread:29289 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log output.log
-2021-07-09 11:18:09,467 INFO    SenderThread:29289 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/wandb-metadata.json wandb-metadata.json
-2021-07-09 11:18:09,467 INFO    SenderThread:29289 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/config.yaml config.yaml
-2021-07-09 11:18:09,467 INFO    SenderThread:29289 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/wandb-summary.json wandb-summary.json
-2021-07-09 11:18:09,468 INFO    SenderThread:29289 [sender.py:transition_state():308] send defer: 6
-2021-07-09 11:18:09,468 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 11:18:09,471 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:09,471 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 6
-2021-07-09 11:18:09,473 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:09,473 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 6
-2021-07-09 11:18:09,474 INFO    SenderThread:29289 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 11:18:09,570 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 11:18:09,570 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 11:18:09,672 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 11:18:09,672 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 11:18:09,676 INFO    Thread-12 :29289 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/requirements.txt
-2021-07-09 11:18:09,678 INFO    Thread-14 :29289 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/config.yaml
-2021-07-09 11:18:09,688 INFO    Thread-15 :29289 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/wandb-summary.json
-2021-07-09 11:18:09,700 INFO    Thread-13 :29289 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/files/output.log
-2021-07-09 11:18:09,773 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 11:18:09,773 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 11:18:09,875 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 11:18:09,875 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 11:18:09,900 INFO    Thread-7  :29289 [sender.py:transition_state():308] send defer: 7
-2021-07-09 11:18:09,901 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:09,901 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 7
-2021-07-09 11:18:09,901 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:09,901 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 7
-2021-07-09 11:18:09,972 INFO    SenderThread:29289 [sender.py:transition_state():308] send defer: 8
-2021-07-09 11:18:09,973 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:09,973 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 8
-2021-07-09 11:18:09,973 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:09,973 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 8
-2021-07-09 11:18:09,973 INFO    SenderThread:29289 [sender.py:transition_state():308] send defer: 9
-2021-07-09 11:18:09,974 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:18:09,974 INFO    HandlerThread:29289 [handler.py:handle_request_defer():141] handle defer: 9
-2021-07-09 11:18:09,974 DEBUG   SenderThread:29289 [sender.py:send():179] send: final
-2021-07-09 11:18:09,974 DEBUG   SenderThread:29289 [sender.py:send():179] send: footer
-2021-07-09 11:18:09,974 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: defer
-2021-07-09 11:18:09,974 INFO    SenderThread:29289 [sender.py:send_request_defer():304] handle sender defer: 9
-2021-07-09 11:18:09,977 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 11:18:09,977 DEBUG   SenderThread:29289 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 11:18:09,977 INFO    SenderThread:29289 [file_pusher.py:join():182] waiting for file pusher
-2021-07-09 11:18:09,978 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: get_summary
-2021-07-09 11:18:09,978 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: sampled_history
-2021-07-09 11:18:09,979 DEBUG   HandlerThread:29289 [handler.py:handle_request():124] handle_request: shutdown
-2021-07-09 11:18:09,979 INFO    HandlerThread:29289 [handler.py:finish():638] shutting down handler
-2021-07-09 11:18:10,974 INFO    WriterThread:29289 [datastore.py:close():288] close: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/run-275xd40l.wandb
-2021-07-09 11:18:10,977 INFO    SenderThread:29289 [sender.py:finish():945] shutting down sender
-2021-07-09 11:18:10,977 INFO    SenderThread:29289 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 11:18:10,977 INFO    SenderThread:29289 [file_pusher.py:join():182] waiting for file pusher
-2021-07-09 11:18:10,980 INFO    MainThread:29289 [internal.py:handle_exit():78] Internal process exited
diff --git a/wandb/run-20210709_111555-275xd40l/logs/debug.log b/wandb/run-20210709_111555-275xd40l/logs/debug.log
deleted file mode 100644
index 0eceafe11e39b553901eec63071609f1391b2b2f..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_111555-275xd40l/logs/debug.log
+++ /dev/null
@@ -1,88 +0,0 @@
-2021-07-09 11:15:55,659 INFO    MainThread:28231 [wandb_setup.py:_flush():69] Unhandled environment var: WANDB_WATCH
-2021-07-09 11:15:55,660 INFO    MainThread:28231 [wandb_setup.py:_flush():69] setting env: {'project': 'hf-flax-robert-base-mr', 'entity': 'nipunsadvilkar'}
-2021-07-09 11:15:55,660 INFO    MainThread:28231 [wandb_setup.py:_flush():69] setting login settings: {}
-2021-07-09 11:15:55,660 INFO    MainThread:28231 [wandb_init.py:_log_setup():337] Logging user logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/logs/debug.log
-2021-07-09 11:15:55,660 INFO    MainThread:28231 [wandb_init.py:_log_setup():338] Logging internal logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_111555-275xd40l/logs/debug-internal.log
-2021-07-09 11:15:55,660 INFO    MainThread:28231 [wandb_init.py:init():370] calling init triggers
-2021-07-09 11:15:55,660 INFO    MainThread:28231 [wandb_init.py:init():375] wandb.init called with sweep_config: {}
-config: {}
-2021-07-09 11:15:55,660 INFO    MainThread:28231 [wandb_init.py:init():419] starting backend
-2021-07-09 11:15:55,660 INFO    MainThread:28231 [backend.py:_multiprocessing_setup():70] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
-2021-07-09 11:15:55,687 INFO    MainThread:28231 [backend.py:ensure_launched():135] starting backend process...
-2021-07-09 11:15:55,713 INFO    MainThread:28231 [backend.py:ensure_launched():139] started backend process with pid: 29289
-2021-07-09 11:15:55,714 INFO    MainThread:28231 [wandb_init.py:init():424] backend started and connected
-2021-07-09 11:15:55,716 INFO    MainThread:28231 [wandb_init.py:init():472] updated telemetry
-2021-07-09 11:15:55,717 INFO    MainThread:28231 [wandb_init.py:init():491] communicating current version
-2021-07-09 11:15:56,309 INFO    MainThread:28231 [wandb_init.py:init():496] got version response 
-2021-07-09 11:15:56,310 INFO    MainThread:28231 [wandb_init.py:init():504] communicating run to backend with 30 second timeout
-2021-07-09 11:15:56,406 INFO    MainThread:28231 [wandb_init.py:init():529] starting run threads in backend
-2021-07-09 11:15:56,456 INFO    MainThread:28231 [wandb_run.py:_console_start():1623] atexit reg
-2021-07-09 11:15:56,457 INFO    MainThread:28231 [wandb_run.py:_redirect():1497] redirect: SettingsConsole.REDIRECT
-2021-07-09 11:15:56,457 INFO    MainThread:28231 [wandb_run.py:_redirect():1502] Redirecting console.
-2021-07-09 11:15:56,459 INFO    MainThread:28231 [wandb_run.py:_redirect():1558] Redirects installed.
-2021-07-09 11:15:56,459 INFO    MainThread:28231 [wandb_init.py:init():554] run started, returning control to user process
-2021-07-09 11:15:56,460 INFO    MainThread:28231 [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/Jul09_11-15-50_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': './', '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': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'push_to_hub_model_id': '', 'push_to_hub_organization': None, 'push_to_hub_token': None, 'mp_parameters': ''}
-2021-07-09 11:15:56,460 INFO    MainThread:28231 [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'}
-2021-07-09 11:15:56,461 INFO    MainThread:28231 [wandb_run.py:_config_callback():872] config_cb None None {'dataset_name': 'oscar', 'dataset_config_name': 'unshuffled_deduplicated_als', 'train_file': None, 'validation_file': None, '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}
-2021-07-09 11:18:06,643 INFO    MainThread:28231 [wandb_run.py:_atexit_cleanup():1593] got exitcode: 0
-2021-07-09 11:18:06,644 INFO    MainThread:28231 [wandb_run.py:_restore():1565] restore
-2021-07-09 11:18:08,713 INFO    MainThread:28231 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 1200
-}
-
-2021-07-09 11:18:09,469 INFO    MainThread:28231 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 4
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 12360
-}
-
-2021-07-09 11:18:09,571 INFO    MainThread:28231 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12362
-  total_bytes: 12362
-}
-
-2021-07-09 11:18:09,673 INFO    MainThread:28231 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12362
-  total_bytes: 12362
-}
-
-2021-07-09 11:18:09,774 INFO    MainThread:28231 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12362
-  total_bytes: 12362
-}
-
-2021-07-09 11:18:09,876 INFO    MainThread:28231 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12362
-  total_bytes: 12362
-}
-
-2021-07-09 11:18:09,977 INFO    MainThread:28231 [wandb_run.py:_wait_for_finish():1715] got exit ret: done: true
-exit_result {
-}
-file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12362
-  total_bytes: 12362
-}
-
-2021-07-09 11:18:11,050 INFO    MainThread:28231 [wandb_run.py:_show_files():1937] logging synced files
diff --git a/wandb/run-20210709_111555-275xd40l/run-275xd40l.wandb b/wandb/run-20210709_111555-275xd40l/run-275xd40l.wandb
deleted file mode 100644
index 2bf134e9ddc33f4f86cd5aaf31ebbe7bf51cdf8f..0000000000000000000000000000000000000000
Binary files a/wandb/run-20210709_111555-275xd40l/run-275xd40l.wandb and /dev/null differ
diff --git a/wandb/run-20210709_115016-mgpt342u/files/config.yaml b/wandb/run-20210709_115016-mgpt342u/files/config.yaml
deleted file mode 100644
index cfd443c61aa5ac401596f7622693d66489e0d32c..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_115016-mgpt342u/files/config.yaml
+++ /dev/null
@@ -1,305 +0,0 @@
-wandb_version: 1
-
-_wandb:
-  desc: null
-  value:
-    cli_version: 0.10.33
-    framework: huggingface
-    huggingface_version: 4.9.0.dev0
-    is_jupyter_run: false
-    is_kaggle_kernel: false
-    python_version: 3.8.10
-    t:
-      1:
-      - 11
-      2:
-      - 11
-      4: 3.8.10
-      5: 0.10.33
-      6: 4.9.0.dev0
-      8:
-      - 5
-adafactor:
-  desc: null
-  value: false
-adam_beta1:
-  desc: null
-  value: 0.9
-adam_beta2:
-  desc: null
-  value: 0.999
-adam_epsilon:
-  desc: null
-  value: 1.0e-08
-cache_dir:
-  desc: null
-  value: null
-config_name:
-  desc: null
-  value: ./
-dataloader_drop_last:
-  desc: null
-  value: false
-dataloader_num_workers:
-  desc: null
-  value: 0
-dataloader_pin_memory:
-  desc: null
-  value: true
-dataset_config_name:
-  desc: null
-  value: unshuffled_deduplicated_als
-dataset_name:
-  desc: null
-  value: oscar
-ddp_find_unused_parameters:
-  desc: null
-  value: null
-debug:
-  desc: null
-  value: []
-deepspeed:
-  desc: null
-  value: null
-disable_tqdm:
-  desc: null
-  value: false
-do_eval:
-  desc: null
-  value: false
-do_predict:
-  desc: null
-  value: false
-do_train:
-  desc: null
-  value: false
-dtype:
-  desc: null
-  value: float32
-eval_accumulation_steps:
-  desc: null
-  value: null
-eval_steps:
-  desc: null
-  value: 500
-evaluation_strategy:
-  desc: null
-  value: IntervalStrategy.NO
-fp16:
-  desc: null
-  value: false
-fp16_backend:
-  desc: null
-  value: auto
-fp16_full_eval:
-  desc: null
-  value: false
-fp16_opt_level:
-  desc: null
-  value: O1
-gradient_accumulation_steps:
-  desc: null
-  value: 1
-greater_is_better:
-  desc: null
-  value: null
-group_by_length:
-  desc: null
-  value: false
-ignore_data_skip:
-  desc: null
-  value: false
-label_names:
-  desc: null
-  value: null
-label_smoothing_factor:
-  desc: null
-  value: 0.0
-learning_rate:
-  desc: null
-  value: 0.0003
-length_column_name:
-  desc: null
-  value: length
-line_by_line:
-  desc: null
-  value: false
-load_best_model_at_end:
-  desc: null
-  value: false
-local_rank:
-  desc: null
-  value: -1
-log_level:
-  desc: null
-  value: -1
-log_level_replica:
-  desc: null
-  value: -1
-log_on_each_node:
-  desc: null
-  value: true
-logging_dir:
-  desc: null
-  value: ./runs/Jul09_11-50-10_t1v-n-112df4a9-w-0
-logging_first_step:
-  desc: null
-  value: false
-logging_steps:
-  desc: null
-  value: 500
-logging_strategy:
-  desc: null
-  value: IntervalStrategy.STEPS
-lr_scheduler_type:
-  desc: null
-  value: SchedulerType.LINEAR
-max_grad_norm:
-  desc: null
-  value: 1.0
-max_seq_length:
-  desc: null
-  value: 128
-max_steps:
-  desc: null
-  value: -1
-metric_for_best_model:
-  desc: null
-  value: null
-mlm_probability:
-  desc: null
-  value: 0.15
-model_name_or_path:
-  desc: null
-  value: null
-model_type:
-  desc: null
-  value: roberta
-mp_parameters:
-  desc: null
-  value: ''
-no_cuda:
-  desc: null
-  value: false
-num_train_epochs:
-  desc: null
-  value: 8.0
-output_dir:
-  desc: null
-  value: ./
-overwrite_cache:
-  desc: null
-  value: false
-overwrite_output_dir:
-  desc: null
-  value: true
-pad_to_max_length:
-  desc: null
-  value: false
-past_index:
-  desc: null
-  value: -1
-per_device_eval_batch_size:
-  desc: null
-  value: 4
-per_device_train_batch_size:
-  desc: null
-  value: 4
-per_gpu_eval_batch_size:
-  desc: null
-  value: null
-per_gpu_train_batch_size:
-  desc: null
-  value: null
-prediction_loss_only:
-  desc: null
-  value: false
-preprocessing_num_workers:
-  desc: null
-  value: null
-push_to_hub:
-  desc: null
-  value: false
-push_to_hub_model_id:
-  desc: null
-  value: ''
-push_to_hub_organization:
-  desc: null
-  value: null
-push_to_hub_token:
-  desc: null
-  value: null
-remove_unused_columns:
-  desc: null
-  value: true
-report_to:
-  desc: null
-  value:
-  - tensorboard
-  - wandb
-resume_from_checkpoint:
-  desc: null
-  value: null
-run_name:
-  desc: null
-  value: ./
-save_on_each_node:
-  desc: null
-  value: false
-save_steps:
-  desc: null
-  value: 500
-save_strategy:
-  desc: null
-  value: IntervalStrategy.STEPS
-save_total_limit:
-  desc: null
-  value: null
-seed:
-  desc: null
-  value: 42
-sharded_ddp:
-  desc: null
-  value: []
-skip_memory_metrics:
-  desc: null
-  value: true
-tokenizer_name:
-  desc: null
-  value: ./
-tpu_metrics_debug:
-  desc: null
-  value: false
-tpu_num_cores:
-  desc: null
-  value: null
-train_file:
-  desc: null
-  value: null
-train_ref_file:
-  desc: null
-  value: null
-use_fast_tokenizer:
-  desc: null
-  value: true
-use_legacy_prediction_loop:
-  desc: null
-  value: false
-validation_file:
-  desc: null
-  value: null
-validation_ref_file:
-  desc: null
-  value: null
-validation_split_percentage:
-  desc: null
-  value: 5
-warmup_ratio:
-  desc: null
-  value: 0.0
-warmup_steps:
-  desc: null
-  value: 1000
-weight_decay:
-  desc: null
-  value: 0.0
diff --git a/wandb/run-20210709_115016-mgpt342u/files/output.log b/wandb/run-20210709_115016-mgpt342u/files/output.log
deleted file mode 100644
index 613ca93c5b05a2fda274edb6f24ac695047462fa..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_115016-mgpt342u/files/output.log
+++ /dev/null
@@ -1,34 +0,0 @@
-
-[11:50:17] - WARNING - __main__ - Unable to display metrics through TensorBoard because some package are not installed: No module named 'tensorflow'
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
-Epoch ... (1/8):   0%|                                                                                                                                                                | 0/8 [00:00<?, ?it/s]
-
-
-Epoch ... (1/8):  12%|███████████████████                                                                                                                                     | 1/8 [01:17<09:01, 77.32s/it]
-
-
-Epoch ... (1/8):  25%|██████████████████████████████████████                                                                                                                  | 2/8 [01:22<03:28, 34.83s/it]
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:27<01:46, 21.26s/it]
-Training...:   8%|████████████▉                                                                                                                                            | 12/142 [00:00<00:03, 37.10it/s]
-
-Training...:  51%|█████████████████████████████████████████████████████████████████████████████▌                                                                           | 72/142 [00:02<00:02, 34.45it/s]
-
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  50%|███████████████████████████████████████████████████▌                                                   | 4/8 [01:43<01:17, 19.34s/it]
-
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  62%|████████████████████████████████████████████████████████████████▍                                      | 5/8 [01:48<00:42, 14.01s/it]
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  75%|█████████████████████████████████████████████████████████████████████████████▎                         | 6/8 [01:53<00:21, 10.96s/it]
-
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  88%|██████████████████████████████████████████████████████████████████████████████████████████▏            | 7/8 [01:58<00:09,  9.03s/it]
-Evaluating ...: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 10/10 [00:00<00:00, 77.42it/s]
-Training...:   3%|████▎                                                                                                                                                     | 4/142 [00:00<00:03, 35.26it/s]
-
-
-Step... (1000 | Loss: 7.925442218780518, Acc: 0.09575153142213821): 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████| 8/8 [02:09<00:00, 16.16s/it]
\ No newline at end of file
diff --git a/wandb/run-20210709_115016-mgpt342u/files/requirements.txt b/wandb/run-20210709_115016-mgpt342u/files/requirements.txt
deleted file mode 100644
index b55b5f6c3eca947f070756bd30a09a4489410047..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_115016-mgpt342u/files/requirements.txt
+++ /dev/null
@@ -1,96 +0,0 @@
-absl-py==0.13.0
-aiohttp==3.7.4.post0
-async-timeout==3.0.1
-attrs==21.2.0
-backcall==0.2.0
-cachetools==4.2.2
-certifi==2021.5.30
-chardet==4.0.0
-chex==0.0.8
-click==8.0.1
-configparser==5.0.2
-cycler==0.10.0
-datasets==1.9.1.dev0
-decorator==5.0.9
-dill==0.3.4
-dm-tree==0.1.6
-docker-pycreds==0.4.0
-filelock==3.0.12
-flatbuffers==2.0
-flax==0.3.4
-fsspec==2021.6.1
-gitdb==4.0.7
-gitpython==3.1.18
-google-auth-oauthlib==0.4.4
-google-auth==1.32.1
-grpcio==1.38.1
-huggingface-hub==0.0.12
-idna==2.10
-ipython-genutils==0.2.0
-ipython==7.25.0
-jax==0.2.16
-jaxlib==0.1.68
-jedi==0.18.0
-joblib==1.0.1
-kiwisolver==1.3.1
-libtpu-nightly==0.1.dev20210615
-markdown==3.3.4
-matplotlib-inline==0.1.2
-matplotlib==3.4.2
-msgpack==1.0.2
-multidict==5.1.0
-multiprocess==0.70.12.2
-numpy==1.21.0
-oauthlib==3.1.1
-opt-einsum==3.3.0
-optax==0.0.9
-packaging==21.0
-pandas==1.3.0
-parso==0.8.2
-pathtools==0.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pillow==8.3.1
-pip==20.0.2
-pkg-resources==0.0.0
-promise==2.3
-prompt-toolkit==3.0.19
-protobuf==3.17.3
-psutil==5.8.0
-ptyprocess==0.7.0
-pyarrow==4.0.1
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pygments==2.9.0
-pyparsing==2.4.7
-python-dateutil==2.8.1
-pytz==2021.1
-pyyaml==5.4.1
-regex==2021.7.6
-requests-oauthlib==1.3.0
-requests==2.25.1
-rsa==4.7.2
-sacremoses==0.0.45
-scipy==1.7.0
-sentry-sdk==1.3.0
-setuptools==44.0.0
-shortuuid==1.0.1
-six==1.16.0
-smmap==4.0.0
-subprocess32==3.5.4
-tensorboard-data-server==0.6.1
-tensorboard-plugin-wit==1.8.0
-tensorboard==2.5.0
-tokenizers==0.10.3
-toolz==0.11.1
-tqdm==4.61.2
-traitlets==5.0.5
-transformers==4.9.0.dev0
-typing-extensions==3.10.0.0
-urllib3==1.26.6
-wandb==0.10.33
-wcwidth==0.2.5
-werkzeug==2.0.1
-wheel==0.36.2
-xxhash==2.0.2
-yarl==1.6.3
\ No newline at end of file
diff --git a/wandb/run-20210709_115016-mgpt342u/files/wandb-metadata.json b/wandb/run-20210709_115016-mgpt342u/files/wandb-metadata.json
deleted file mode 100644
index 57c9cd3774a0c9a916ee05f00f7ef596a5647cb2..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_115016-mgpt342u/files/wandb-metadata.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "os": "Linux-5.4.0-1043-gcp-x86_64-with-glibc2.29",
-    "python": "3.8.10",
-    "heartbeatAt": "2021-07-09T11:50:17.221650",
-    "startedAt": "2021-07-09T11:50:16.489745",
-    "docker": null,
-    "cpu_count": 96,
-    "cuda": null,
-    "args": [
-        "--output_dir=./",
-        "--model_type=roberta",
-        "--config_name=./",
-        "--tokenizer_name=./",
-        "--dataset_name=oscar",
-        "--dataset_config_name=unshuffled_deduplicated_als",
-        "--max_seq_length=128",
-        "--per_device_train_batch_size=4",
-        "--per_device_eval_batch_size=4",
-        "--learning_rate=3e-4",
-        "--warmup_steps=1000",
-        "--overwrite_output_dir",
-        "--num_train_epochs=8"
-    ],
-    "state": "running",
-    "program": "run_mlm_flax.py",
-    "codePath": "run_mlm_flax.py",
-    "git": {
-        "remote": "https://huggingface.co/flax-community/roberta-base-mr",
-        "commit": "faa64e8a79301832a56c78b2b293675039070bb0"
-    },
-    "email": "nipunsadvilkar@gmail.com",
-    "root": "/home/nipunsadvilkar/sample/roberta-base-mr",
-    "host": "t1v-n-112df4a9-w-0",
-    "username": "nipunsadvilkar",
-    "executable": "/home/nipunsadvilkar/roberta_mr_env/bin/python"
-}
diff --git a/wandb/run-20210709_115016-mgpt342u/files/wandb-summary.json b/wandb/run-20210709_115016-mgpt342u/files/wandb-summary.json
deleted file mode 100644
index 9e26dfeeb6e641a33dae4961196235bdb965b21b..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_115016-mgpt342u/files/wandb-summary.json
+++ /dev/null
@@ -1 +0,0 @@
-{}
\ No newline at end of file
diff --git a/wandb/run-20210709_115016-mgpt342u/logs/debug-internal.log b/wandb/run-20210709_115016-mgpt342u/logs/debug-internal.log
deleted file mode 100644
index 7b6ad1c51651bdbbbdeea58ab8a5ca2b146eddaa..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_115016-mgpt342u/logs/debug-internal.log
+++ /dev/null
@@ -1,177 +0,0 @@
-2021-07-09 11:50:17,074 INFO    MainThread:30716 [internal.py:wandb_internal():88] W&B internal server running at pid: 30716, started at: 2021-07-09 11:50:17.074054
-2021-07-09 11:50:17,076 DEBUG   HandlerThread:30716 [handler.py:handle_request():124] handle_request: check_version
-2021-07-09 11:50:17,076 INFO    WriterThread:30716 [datastore.py:open_for_write():80] open: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/run-mgpt342u.wandb
-2021-07-09 11:50:17,077 DEBUG   SenderThread:30716 [sender.py:send():179] send: header
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-2021-07-09 11:50:17,219 INFO    SenderThread:30716 [sender.py:_start_run_threads():716] run started: mgpt342u with start time 1625831416
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-2021-07-09 11:50:17,221 DEBUG   HandlerThread:30716 [meta.py:__init__():39] meta init
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-2021-07-09 11:52:33,545 DEBUG   HandlerThread:30716 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 11:52:33,546 DEBUG   SenderThread:30716 [sender.py:send():179] send: telemetry
-2021-07-09 11:52:33,546 DEBUG   SenderThread:30716 [sender.py:send():179] send: exit
-2021-07-09 11:52:33,546 INFO    SenderThread:30716 [sender.py:send_exit():287] handling exit code: 0
-2021-07-09 11:52:33,546 INFO    SenderThread:30716 [sender.py:send_exit():295] send defer
-2021-07-09 11:52:33,546 DEBUG   SenderThread:30716 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 11:52:33,547 DEBUG   HandlerThread:30716 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 11:52:33,547 INFO    HandlerThread:30716 [handler.py:handle_request_defer():141] handle defer: 0
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-2021-07-09 11:52:33,547 INFO    SenderThread:30716 [sender.py:send_request_defer():304] handle sender defer: 0
-2021-07-09 11:52:33,547 INFO    SenderThread:30716 [sender.py:transition_state():308] send defer: 1
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-2021-07-09 11:52:33,561 INFO    SenderThread:30716 [sender.py:send_request_defer():304] handle sender defer: 1
-2021-07-09 11:52:33,561 INFO    SenderThread:30716 [sender.py:transition_state():308] send defer: 2
-2021-07-09 11:52:33,561 DEBUG   SenderThread:30716 [sender.py:send():179] send: stats
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-2021-07-09 11:52:33,562 INFO    HandlerThread:30716 [handler.py:handle_request_defer():141] handle defer: 3
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-2021-07-09 11:52:33,563 INFO    SenderThread:30716 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 11:52:33,563 DEBUG   SenderThread:30716 [sender.py:send_request():193] send_request: defer
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-2021-07-09 11:52:33,630 INFO    HandlerThread:30716 [handler.py:handle_request_defer():141] handle defer: 5
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-2021-07-09 11:52:33,630 INFO    SenderThread:30716 [dir_watcher.py:finish():282] shutting down directory watcher
-2021-07-09 11:52:33,648 DEBUG   HandlerThread:30716 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 11:52:34,286 INFO    SenderThread:30716 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/output.log
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-2021-07-09 11:52:34,287 INFO    SenderThread:30716 [dir_watcher.py:finish():312] scan: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files
-2021-07-09 11:52:34,287 INFO    SenderThread:30716 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/requirements.txt requirements.txt
-2021-07-09 11:52:34,287 INFO    SenderThread:30716 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/output.log output.log
-2021-07-09 11:52:34,287 INFO    SenderThread:30716 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/wandb-metadata.json wandb-metadata.json
-2021-07-09 11:52:34,287 INFO    SenderThread:30716 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/config.yaml config.yaml
-2021-07-09 11:52:34,288 INFO    SenderThread:30716 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/wandb-summary.json wandb-summary.json
-2021-07-09 11:52:34,288 INFO    SenderThread:30716 [sender.py:transition_state():308] send defer: 6
-2021-07-09 11:52:34,288 DEBUG   SenderThread:30716 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 11:52:34,293 DEBUG   HandlerThread:30716 [handler.py:handle_request():124] handle_request: defer
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-2021-07-09 11:52:34,294 INFO    SenderThread:30716 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 11:52:34,390 DEBUG   HandlerThread:30716 [handler.py:handle_request():124] handle_request: poll_exit
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-2021-07-09 11:52:34,492 INFO    Thread-15 :30716 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/wandb-summary.json
-2021-07-09 11:52:34,492 DEBUG   HandlerThread:30716 [handler.py:handle_request():124] handle_request: poll_exit
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-2021-07-09 11:52:34,497 INFO    Thread-12 :30716 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/requirements.txt
-2021-07-09 11:52:34,536 INFO    Thread-13 :30716 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/output.log
-2021-07-09 11:52:34,563 INFO    Thread-14 :30716 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/files/config.yaml
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-2021-07-09 11:52:35,941 INFO    SenderThread:30716 [sender.py:finish():945] shutting down sender
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diff --git a/wandb/run-20210709_115016-mgpt342u/logs/debug.log b/wandb/run-20210709_115016-mgpt342u/logs/debug.log
deleted file mode 100644
index d31b10813eb87603e74ea610074021661e6078c6..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_115016-mgpt342u/logs/debug.log
+++ /dev/null
@@ -1,96 +0,0 @@
-2021-07-09 11:50:16,491 INFO    MainThread:29662 [wandb_setup.py:_flush():69] Unhandled environment var: WANDB_WATCH
-2021-07-09 11:50:16,491 INFO    MainThread:29662 [wandb_setup.py:_flush():69] setting env: {'project': 'hf-flax-robert-base-mr', 'entity': 'nipunsadvilkar'}
-2021-07-09 11:50:16,491 INFO    MainThread:29662 [wandb_setup.py:_flush():69] setting login settings: {}
-2021-07-09 11:50:16,491 INFO    MainThread:29662 [wandb_init.py:_log_setup():337] Logging user logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/logs/debug.log
-2021-07-09 11:50:16,491 INFO    MainThread:29662 [wandb_init.py:_log_setup():338] Logging internal logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_115016-mgpt342u/logs/debug-internal.log
-2021-07-09 11:50:16,491 INFO    MainThread:29662 [wandb_init.py:init():370] calling init triggers
-2021-07-09 11:50:16,491 INFO    MainThread:29662 [wandb_init.py:init():375] wandb.init called with sweep_config: {}
-config: {}
-2021-07-09 11:50:16,491 INFO    MainThread:29662 [wandb_init.py:init():419] starting backend
-2021-07-09 11:50:16,491 INFO    MainThread:29662 [backend.py:_multiprocessing_setup():70] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
-2021-07-09 11:50:16,516 INFO    MainThread:29662 [backend.py:ensure_launched():135] starting backend process...
-2021-07-09 11:50:16,540 INFO    MainThread:29662 [backend.py:ensure_launched():139] started backend process with pid: 30716
-2021-07-09 11:50:16,542 INFO    MainThread:29662 [wandb_init.py:init():424] backend started and connected
-2021-07-09 11:50:16,545 INFO    MainThread:29662 [wandb_init.py:init():472] updated telemetry
-2021-07-09 11:50:16,545 INFO    MainThread:29662 [wandb_init.py:init():491] communicating current version
-2021-07-09 11:50:17,137 INFO    MainThread:29662 [wandb_init.py:init():496] got version response 
-2021-07-09 11:50:17,137 INFO    MainThread:29662 [wandb_init.py:init():504] communicating run to backend with 30 second timeout
-2021-07-09 11:50:17,218 INFO    MainThread:29662 [wandb_init.py:init():529] starting run threads in backend
-2021-07-09 11:50:17,269 INFO    MainThread:29662 [wandb_run.py:_console_start():1623] atexit reg
-2021-07-09 11:50:17,269 INFO    MainThread:29662 [wandb_run.py:_redirect():1497] redirect: SettingsConsole.REDIRECT
-2021-07-09 11:50:17,270 INFO    MainThread:29662 [wandb_run.py:_redirect():1502] Redirecting console.
-2021-07-09 11:50:17,271 INFO    MainThread:29662 [wandb_run.py:_redirect():1558] Redirects installed.
-2021-07-09 11:50:17,272 INFO    MainThread:29662 [wandb_init.py:init():554] run started, returning control to user process
-2021-07-09 11:50:17,272 INFO    MainThread:29662 [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/Jul09_11-50-10_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': './', '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': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'push_to_hub_model_id': '', 'push_to_hub_organization': None, 'push_to_hub_token': None, 'mp_parameters': ''}
-2021-07-09 11:50:17,273 INFO    MainThread:29662 [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'}
-2021-07-09 11:50:17,274 INFO    MainThread:29662 [wandb_run.py:_config_callback():872] config_cb None None {'dataset_name': 'oscar', 'dataset_config_name': 'unshuffled_deduplicated_als', 'train_file': None, 'validation_file': None, '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}
-2021-07-09 11:52:31,413 INFO    MainThread:29662 [wandb_run.py:_atexit_cleanup():1593] got exitcode: 0
-2021-07-09 11:52:31,414 INFO    MainThread:29662 [wandb_run.py:_restore():1565] restore
-2021-07-09 11:52:33,547 INFO    MainThread:29662 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 1200
-}
-
-2021-07-09 11:52:34,289 INFO    MainThread:29662 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 2
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 2856
-}
-
-2021-07-09 11:52:34,391 INFO    MainThread:29662 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12265
-  total_bytes: 12265
-}
-
-2021-07-09 11:52:34,494 INFO    MainThread:29662 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12265
-  total_bytes: 12265
-}
-
-2021-07-09 11:52:34,596 INFO    MainThread:29662 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12265
-  total_bytes: 12265
-}
-
-2021-07-09 11:52:34,698 INFO    MainThread:29662 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12265
-  total_bytes: 12265
-}
-
-2021-07-09 11:52:34,839 INFO    MainThread:29662 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12265
-  total_bytes: 12265
-}
-
-2021-07-09 11:52:34,941 INFO    MainThread:29662 [wandb_run.py:_wait_for_finish():1715] got exit ret: done: true
-exit_result {
-}
-file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 12265
-  total_bytes: 12265
-}
-
-2021-07-09 11:52:36,012 INFO    MainThread:29662 [wandb_run.py:_show_files():1937] logging synced files
diff --git a/wandb/run-20210709_115016-mgpt342u/run-mgpt342u.wandb b/wandb/run-20210709_115016-mgpt342u/run-mgpt342u.wandb
deleted file mode 100644
index 10c41ecb971b6f454ab9f7104846932f6d287bce..0000000000000000000000000000000000000000
Binary files a/wandb/run-20210709_115016-mgpt342u/run-mgpt342u.wandb and /dev/null differ
diff --git a/wandb/run-20210709_122021-2porvgvv/files/config.yaml b/wandb/run-20210709_122021-2porvgvv/files/config.yaml
deleted file mode 100644
index e240888c15d8f25bfd9f90bfa9daa161345c700a..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122021-2porvgvv/files/config.yaml
+++ /dev/null
@@ -1,305 +0,0 @@
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-
-_wandb:
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-    t:
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-      - 11
-      2:
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-config_name:
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-ddp_find_unused_parameters:
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-debug:
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-deepspeed:
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-dtype:
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-eval_steps:
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-fp16_backend:
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-fp16_full_eval:
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-gradient_accumulation_steps:
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-ignore_data_skip:
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-label_names:
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-local_rank:
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-  desc: null
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-  desc: null
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-  value: ./runs/Jul09_12-20-15_t1v-n-112df4a9-w-0
-logging_first_step:
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-push_to_hub_token:
-  desc: null
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-remove_unused_columns:
-  desc: null
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-report_to:
-  desc: null
-  value:
-  - tensorboard
-  - wandb
-resume_from_checkpoint:
-  desc: null
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-run_name:
-  desc: null
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-save_on_each_node:
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-save_steps:
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-skip_memory_metrics:
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-tokenizer_name:
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-tpu_metrics_debug:
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-tpu_num_cores:
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diff --git a/wandb/run-20210709_122021-2porvgvv/files/output.log b/wandb/run-20210709_122021-2porvgvv/files/output.log
deleted file mode 100644
index c7688b04df329e5b842f64554bdcf048c91ccb37..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122021-2porvgvv/files/output.log
+++ /dev/null
@@ -1,18 +0,0 @@
-
-[12:20:22] - WARNING - __main__ - Unable to display metrics through TensorBoard because some package are not installed: No module named 'tensorflow'
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
-Epoch ... (1/8):   0%|                                                                                                                                                                | 0/8 [00:00<?, ?it/s]
-
-
-Epoch ... (1/8):  12%|███████████████████                                                                                                                                     | 1/8 [01:18<09:06, 78.12s/it]
-
-
-Epoch ... (1/8):  25%|██████████████████████████████████████                                                                                                                  | 2/8 [01:22<03:30, 35.03s/it]
-
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:27<01:46, 21.23s/it]
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:31<02:31, 30.34s/it]
\ No newline at end of file
diff --git a/wandb/run-20210709_122021-2porvgvv/files/requirements.txt b/wandb/run-20210709_122021-2porvgvv/files/requirements.txt
deleted file mode 100644
index b55b5f6c3eca947f070756bd30a09a4489410047..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122021-2porvgvv/files/requirements.txt
+++ /dev/null
@@ -1,96 +0,0 @@
-absl-py==0.13.0
-aiohttp==3.7.4.post0
-async-timeout==3.0.1
-attrs==21.2.0
-backcall==0.2.0
-cachetools==4.2.2
-certifi==2021.5.30
-chardet==4.0.0
-chex==0.0.8
-click==8.0.1
-configparser==5.0.2
-cycler==0.10.0
-datasets==1.9.1.dev0
-decorator==5.0.9
-dill==0.3.4
-dm-tree==0.1.6
-docker-pycreds==0.4.0
-filelock==3.0.12
-flatbuffers==2.0
-flax==0.3.4
-fsspec==2021.6.1
-gitdb==4.0.7
-gitpython==3.1.18
-google-auth-oauthlib==0.4.4
-google-auth==1.32.1
-grpcio==1.38.1
-huggingface-hub==0.0.12
-idna==2.10
-ipython-genutils==0.2.0
-ipython==7.25.0
-jax==0.2.16
-jaxlib==0.1.68
-jedi==0.18.0
-joblib==1.0.1
-kiwisolver==1.3.1
-libtpu-nightly==0.1.dev20210615
-markdown==3.3.4
-matplotlib-inline==0.1.2
-matplotlib==3.4.2
-msgpack==1.0.2
-multidict==5.1.0
-multiprocess==0.70.12.2
-numpy==1.21.0
-oauthlib==3.1.1
-opt-einsum==3.3.0
-optax==0.0.9
-packaging==21.0
-pandas==1.3.0
-parso==0.8.2
-pathtools==0.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pillow==8.3.1
-pip==20.0.2
-pkg-resources==0.0.0
-promise==2.3
-prompt-toolkit==3.0.19
-protobuf==3.17.3
-psutil==5.8.0
-ptyprocess==0.7.0
-pyarrow==4.0.1
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pygments==2.9.0
-pyparsing==2.4.7
-python-dateutil==2.8.1
-pytz==2021.1
-pyyaml==5.4.1
-regex==2021.7.6
-requests-oauthlib==1.3.0
-requests==2.25.1
-rsa==4.7.2
-sacremoses==0.0.45
-scipy==1.7.0
-sentry-sdk==1.3.0
-setuptools==44.0.0
-shortuuid==1.0.1
-six==1.16.0
-smmap==4.0.0
-subprocess32==3.5.4
-tensorboard-data-server==0.6.1
-tensorboard-plugin-wit==1.8.0
-tensorboard==2.5.0
-tokenizers==0.10.3
-toolz==0.11.1
-tqdm==4.61.2
-traitlets==5.0.5
-transformers==4.9.0.dev0
-typing-extensions==3.10.0.0
-urllib3==1.26.6
-wandb==0.10.33
-wcwidth==0.2.5
-werkzeug==2.0.1
-wheel==0.36.2
-xxhash==2.0.2
-yarl==1.6.3
\ No newline at end of file
diff --git a/wandb/run-20210709_122021-2porvgvv/files/wandb-metadata.json b/wandb/run-20210709_122021-2porvgvv/files/wandb-metadata.json
deleted file mode 100644
index 0ab74415a81b81bd51449d655c186d972d1ffc7e..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122021-2porvgvv/files/wandb-metadata.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "os": "Linux-5.4.0-1043-gcp-x86_64-with-glibc2.29",
-    "python": "3.8.10",
-    "heartbeatAt": "2021-07-09T12:20:22.116773",
-    "startedAt": "2021-07-09T12:20:21.341845",
-    "docker": null,
-    "cpu_count": 96,
-    "cuda": null,
-    "args": [
-        "--output_dir=./",
-        "--model_type=roberta",
-        "--config_name=./",
-        "--tokenizer_name=./",
-        "--dataset_name=oscar",
-        "--dataset_config_name=unshuffled_deduplicated_als",
-        "--max_seq_length=128",
-        "--per_device_train_batch_size=4",
-        "--per_device_eval_batch_size=4",
-        "--learning_rate=3e-4",
-        "--warmup_steps=1000",
-        "--overwrite_output_dir",
-        "--num_train_epochs=8"
-    ],
-    "state": "running",
-    "program": "run_mlm_flax.py",
-    "codePath": "run_mlm_flax.py",
-    "git": {
-        "remote": "https://huggingface.co/flax-community/roberta-base-mr",
-        "commit": "faa64e8a79301832a56c78b2b293675039070bb0"
-    },
-    "email": "nipunsadvilkar@gmail.com",
-    "root": "/home/nipunsadvilkar/sample/roberta-base-mr",
-    "host": "t1v-n-112df4a9-w-0",
-    "username": "nipunsadvilkar",
-    "executable": "/home/nipunsadvilkar/roberta_mr_env/bin/python"
-}
diff --git a/wandb/run-20210709_122021-2porvgvv/files/wandb-summary.json b/wandb/run-20210709_122021-2porvgvv/files/wandb-summary.json
deleted file mode 100644
index 9e26dfeeb6e641a33dae4961196235bdb965b21b..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122021-2porvgvv/files/wandb-summary.json
+++ /dev/null
@@ -1 +0,0 @@
-{}
\ No newline at end of file
diff --git a/wandb/run-20210709_122021-2porvgvv/logs/debug-internal.log b/wandb/run-20210709_122021-2porvgvv/logs/debug-internal.log
deleted file mode 100644
index 8901c8c802b4908084e3f74dd3b9509b43223666..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122021-2porvgvv/logs/debug-internal.log
+++ /dev/null
@@ -1,156 +0,0 @@
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-2021-07-09 12:22:01,159 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:22:01,162 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:22:01,162 INFO    HandlerThread:32095 [handler.py:handle_request_defer():141] handle defer: 6
-2021-07-09 12:22:01,165 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:22:01,165 INFO    SenderThread:32095 [sender.py:send_request_defer():304] handle sender defer: 6
-2021-07-09 12:22:01,165 INFO    SenderThread:32095 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 12:22:01,263 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:22:01,264 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:22:01,365 INFO    Thread-14 :32095 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122021-2porvgvv/files/config.yaml
-2021-07-09 12:22:01,365 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:22:01,366 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:22:01,372 INFO    Thread-13 :32095 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122021-2porvgvv/files/output.log
-2021-07-09 12:22:01,388 INFO    Thread-15 :32095 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122021-2porvgvv/files/wandb-summary.json
-2021-07-09 12:22:01,392 INFO    Thread-12 :32095 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122021-2porvgvv/files/requirements.txt
-2021-07-09 12:22:01,467 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:22:01,468 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:22:01,569 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:22:01,570 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:22:01,592 INFO    Thread-7  :32095 [sender.py:transition_state():308] send defer: 7
-2021-07-09 12:22:01,593 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:22:01,593 INFO    HandlerThread:32095 [handler.py:handle_request_defer():141] handle defer: 7
-2021-07-09 12:22:01,593 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:22:01,593 INFO    SenderThread:32095 [sender.py:send_request_defer():304] handle sender defer: 7
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-2021-07-09 12:22:01,664 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:22:01,664 INFO    HandlerThread:32095 [handler.py:handle_request_defer():141] handle defer: 8
-2021-07-09 12:22:01,664 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:22:01,664 INFO    SenderThread:32095 [sender.py:send_request_defer():304] handle sender defer: 8
-2021-07-09 12:22:01,664 INFO    SenderThread:32095 [sender.py:transition_state():308] send defer: 9
-2021-07-09 12:22:01,665 DEBUG   SenderThread:32095 [sender.py:send():179] send: final
-2021-07-09 12:22:01,665 DEBUG   SenderThread:32095 [sender.py:send():179] send: footer
-2021-07-09 12:22:01,665 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:22:01,665 INFO    HandlerThread:32095 [handler.py:handle_request_defer():141] handle defer: 9
-2021-07-09 12:22:01,665 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:22:01,665 INFO    SenderThread:32095 [sender.py:send_request_defer():304] handle sender defer: 9
-2021-07-09 12:22:01,671 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:22:01,671 DEBUG   SenderThread:32095 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:22:01,672 INFO    SenderThread:32095 [file_pusher.py:join():182] waiting for file pusher
-2021-07-09 12:22:01,673 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: get_summary
-2021-07-09 12:22:01,674 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: sampled_history
-2021-07-09 12:22:01,674 DEBUG   HandlerThread:32095 [handler.py:handle_request():124] handle_request: shutdown
-2021-07-09 12:22:01,674 INFO    HandlerThread:32095 [handler.py:finish():638] shutting down handler
-2021-07-09 12:22:02,665 INFO    WriterThread:32095 [datastore.py:close():288] close: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122021-2porvgvv/run-2porvgvv.wandb
-2021-07-09 12:22:02,672 INFO    SenderThread:32095 [sender.py:finish():945] shutting down sender
-2021-07-09 12:22:02,672 INFO    SenderThread:32095 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 12:22:02,672 INFO    SenderThread:32095 [file_pusher.py:join():182] waiting for file pusher
-2021-07-09 12:22:02,675 INFO    MainThread:32095 [internal.py:handle_exit():78] Internal process exited
diff --git a/wandb/run-20210709_122021-2porvgvv/logs/debug.log b/wandb/run-20210709_122021-2porvgvv/logs/debug.log
deleted file mode 100644
index 0721f8b4ed99715f1d92dc0a0df2adf24a905981..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122021-2porvgvv/logs/debug.log
+++ /dev/null
@@ -1,88 +0,0 @@
-2021-07-09 12:20:21,344 INFO    MainThread:31038 [wandb_setup.py:_flush():69] Unhandled environment var: WANDB_WATCH
-2021-07-09 12:20:21,344 INFO    MainThread:31038 [wandb_setup.py:_flush():69] setting env: {'project': 'hf-flax-robert-base-mr', 'entity': 'nipunsadvilkar'}
-2021-07-09 12:20:21,344 INFO    MainThread:31038 [wandb_setup.py:_flush():69] setting login settings: {}
-2021-07-09 12:20:21,344 INFO    MainThread:31038 [wandb_init.py:_log_setup():337] Logging user logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122021-2porvgvv/logs/debug.log
-2021-07-09 12:20:21,344 INFO    MainThread:31038 [wandb_init.py:_log_setup():338] Logging internal logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122021-2porvgvv/logs/debug-internal.log
-2021-07-09 12:20:21,344 INFO    MainThread:31038 [wandb_init.py:init():370] calling init triggers
-2021-07-09 12:20:21,344 INFO    MainThread:31038 [wandb_init.py:init():375] wandb.init called with sweep_config: {}
-config: {}
-2021-07-09 12:20:21,344 INFO    MainThread:31038 [wandb_init.py:init():419] starting backend
-2021-07-09 12:20:21,344 INFO    MainThread:31038 [backend.py:_multiprocessing_setup():70] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
-2021-07-09 12:20:21,378 INFO    MainThread:31038 [backend.py:ensure_launched():135] starting backend process...
-2021-07-09 12:20:21,411 INFO    MainThread:31038 [backend.py:ensure_launched():139] started backend process with pid: 32095
-2021-07-09 12:20:21,413 INFO    MainThread:31038 [wandb_init.py:init():424] backend started and connected
-2021-07-09 12:20:21,416 INFO    MainThread:31038 [wandb_init.py:init():472] updated telemetry
-2021-07-09 12:20:21,417 INFO    MainThread:31038 [wandb_init.py:init():491] communicating current version
-2021-07-09 12:20:22,044 INFO    MainThread:31038 [wandb_init.py:init():496] got version response 
-2021-07-09 12:20:22,044 INFO    MainThread:31038 [wandb_init.py:init():504] communicating run to backend with 30 second timeout
-2021-07-09 12:20:22,114 INFO    MainThread:31038 [wandb_init.py:init():529] starting run threads in backend
-2021-07-09 12:20:22,173 INFO    MainThread:31038 [wandb_run.py:_console_start():1623] atexit reg
-2021-07-09 12:20:22,174 INFO    MainThread:31038 [wandb_run.py:_redirect():1497] redirect: SettingsConsole.REDIRECT
-2021-07-09 12:20:22,174 INFO    MainThread:31038 [wandb_run.py:_redirect():1502] Redirecting console.
-2021-07-09 12:20:22,176 INFO    MainThread:31038 [wandb_run.py:_redirect():1558] Redirects installed.
-2021-07-09 12:20:22,177 INFO    MainThread:31038 [wandb_init.py:init():554] run started, returning control to user process
-2021-07-09 12:20:22,178 INFO    MainThread:31038 [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/Jul09_12-20-15_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': './', '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': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'push_to_hub_model_id': '', 'push_to_hub_organization': None, 'push_to_hub_token': None, 'mp_parameters': ''}
-2021-07-09 12:20:22,179 INFO    MainThread:31038 [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'}
-2021-07-09 12:20:22,179 INFO    MainThread:31038 [wandb_run.py:_config_callback():872] config_cb None None {'dataset_name': 'oscar', 'dataset_config_name': 'unshuffled_deduplicated_als', 'train_file': None, 'validation_file': None, '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}
-2021-07-09 12:21:58,359 INFO    MainThread:31038 [wandb_run.py:_atexit_cleanup():1593] got exitcode: 1
-2021-07-09 12:21:58,359 INFO    MainThread:31038 [wandb_run.py:_restore():1565] restore
-2021-07-09 12:22:00,556 INFO    MainThread:31038 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 1200
-}
-
-2021-07-09 12:22:01,162 INFO    MainThread:31038 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 4
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 9461
-}
-
-2021-07-09 12:22:01,264 INFO    MainThread:31038 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9463
-  total_bytes: 9463
-}
-
-2021-07-09 12:22:01,366 INFO    MainThread:31038 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9463
-  total_bytes: 9463
-}
-
-2021-07-09 12:22:01,469 INFO    MainThread:31038 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9463
-  total_bytes: 9463
-}
-
-2021-07-09 12:22:01,570 INFO    MainThread:31038 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9463
-  total_bytes: 9463
-}
-
-2021-07-09 12:22:01,672 INFO    MainThread:31038 [wandb_run.py:_wait_for_finish():1715] got exit ret: done: true
-exit_result {
-}
-file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9463
-  total_bytes: 9463
-}
-
-2021-07-09 12:22:02,789 INFO    MainThread:31038 [wandb_run.py:_show_files():1937] logging synced files
diff --git a/wandb/run-20210709_122021-2porvgvv/run-2porvgvv.wandb b/wandb/run-20210709_122021-2porvgvv/run-2porvgvv.wandb
deleted file mode 100644
index 9c7619e4076ede37eff2b9bc33d0c7d1670d8701..0000000000000000000000000000000000000000
Binary files a/wandb/run-20210709_122021-2porvgvv/run-2porvgvv.wandb and /dev/null differ
diff --git a/wandb/run-20210709_122709-2pc90wcd/files/config.yaml b/wandb/run-20210709_122709-2pc90wcd/files/config.yaml
deleted file mode 100644
index 66d50df9523e0ce6f46b469b1e974adebbfa702f..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122709-2pc90wcd/files/config.yaml
+++ /dev/null
@@ -1,303 +0,0 @@
-wandb_version: 1
-
-_wandb:
-  desc: null
-  value:
-    cli_version: 0.10.33
-    framework: huggingface
-    huggingface_version: 4.9.0.dev0
-    is_jupyter_run: false
-    is_kaggle_kernel: false
-    python_version: 3.8.10
-    t:
-      1:
-      - 11
-      4: 3.8.10
-      5: 0.10.33
-      6: 4.9.0.dev0
-      8:
-      - 5
-adafactor:
-  desc: null
-  value: false
-adam_beta1:
-  desc: null
-  value: 0.9
-adam_beta2:
-  desc: null
-  value: 0.999
-adam_epsilon:
-  desc: null
-  value: 1.0e-08
-cache_dir:
-  desc: null
-  value: null
-config_name:
-  desc: null
-  value: ./
-dataloader_drop_last:
-  desc: null
-  value: false
-dataloader_num_workers:
-  desc: null
-  value: 0
-dataloader_pin_memory:
-  desc: null
-  value: true
-dataset_config_name:
-  desc: null
-  value: unshuffled_deduplicated_als
-dataset_name:
-  desc: null
-  value: oscar
-ddp_find_unused_parameters:
-  desc: null
-  value: null
-debug:
-  desc: null
-  value: []
-deepspeed:
-  desc: null
-  value: null
-disable_tqdm:
-  desc: null
-  value: false
-do_eval:
-  desc: null
-  value: false
-do_predict:
-  desc: null
-  value: false
-do_train:
-  desc: null
-  value: false
-dtype:
-  desc: null
-  value: float32
-eval_accumulation_steps:
-  desc: null
-  value: null
-eval_steps:
-  desc: null
-  value: 500
-evaluation_strategy:
-  desc: null
-  value: IntervalStrategy.NO
-fp16:
-  desc: null
-  value: false
-fp16_backend:
-  desc: null
-  value: auto
-fp16_full_eval:
-  desc: null
-  value: false
-fp16_opt_level:
-  desc: null
-  value: O1
-gradient_accumulation_steps:
-  desc: null
-  value: 1
-greater_is_better:
-  desc: null
-  value: null
-group_by_length:
-  desc: null
-  value: false
-ignore_data_skip:
-  desc: null
-  value: false
-label_names:
-  desc: null
-  value: null
-label_smoothing_factor:
-  desc: null
-  value: 0.0
-learning_rate:
-  desc: null
-  value: 0.0003
-length_column_name:
-  desc: null
-  value: length
-line_by_line:
-  desc: null
-  value: false
-load_best_model_at_end:
-  desc: null
-  value: false
-local_rank:
-  desc: null
-  value: -1
-log_level:
-  desc: null
-  value: -1
-log_level_replica:
-  desc: null
-  value: -1
-log_on_each_node:
-  desc: null
-  value: true
-logging_dir:
-  desc: null
-  value: ./runs/Jul09_12-27-03_t1v-n-112df4a9-w-0
-logging_first_step:
-  desc: null
-  value: false
-logging_steps:
-  desc: null
-  value: 500
-logging_strategy:
-  desc: null
-  value: IntervalStrategy.STEPS
-lr_scheduler_type:
-  desc: null
-  value: SchedulerType.LINEAR
-max_grad_norm:
-  desc: null
-  value: 1.0
-max_seq_length:
-  desc: null
-  value: 128
-max_steps:
-  desc: null
-  value: -1
-metric_for_best_model:
-  desc: null
-  value: null
-mlm_probability:
-  desc: null
-  value: 0.15
-model_name_or_path:
-  desc: null
-  value: null
-model_type:
-  desc: null
-  value: roberta
-mp_parameters:
-  desc: null
-  value: ''
-no_cuda:
-  desc: null
-  value: false
-num_train_epochs:
-  desc: null
-  value: 8.0
-output_dir:
-  desc: null
-  value: ./
-overwrite_cache:
-  desc: null
-  value: false
-overwrite_output_dir:
-  desc: null
-  value: true
-pad_to_max_length:
-  desc: null
-  value: false
-past_index:
-  desc: null
-  value: -1
-per_device_eval_batch_size:
-  desc: null
-  value: 4
-per_device_train_batch_size:
-  desc: null
-  value: 4
-per_gpu_eval_batch_size:
-  desc: null
-  value: null
-per_gpu_train_batch_size:
-  desc: null
-  value: null
-prediction_loss_only:
-  desc: null
-  value: false
-preprocessing_num_workers:
-  desc: null
-  value: null
-push_to_hub:
-  desc: null
-  value: false
-push_to_hub_model_id:
-  desc: null
-  value: ''
-push_to_hub_organization:
-  desc: null
-  value: null
-push_to_hub_token:
-  desc: null
-  value: null
-remove_unused_columns:
-  desc: null
-  value: true
-report_to:
-  desc: null
-  value:
-  - tensorboard
-  - wandb
-resume_from_checkpoint:
-  desc: null
-  value: null
-run_name:
-  desc: null
-  value: ./
-save_on_each_node:
-  desc: null
-  value: false
-save_steps:
-  desc: null
-  value: 500
-save_strategy:
-  desc: null
-  value: IntervalStrategy.STEPS
-save_total_limit:
-  desc: null
-  value: null
-seed:
-  desc: null
-  value: 42
-sharded_ddp:
-  desc: null
-  value: []
-skip_memory_metrics:
-  desc: null
-  value: true
-tokenizer_name:
-  desc: null
-  value: ./
-tpu_metrics_debug:
-  desc: null
-  value: false
-tpu_num_cores:
-  desc: null
-  value: null
-train_file:
-  desc: null
-  value: null
-train_ref_file:
-  desc: null
-  value: null
-use_fast_tokenizer:
-  desc: null
-  value: true
-use_legacy_prediction_loop:
-  desc: null
-  value: false
-validation_file:
-  desc: null
-  value: null
-validation_ref_file:
-  desc: null
-  value: null
-validation_split_percentage:
-  desc: null
-  value: 5
-warmup_ratio:
-  desc: null
-  value: 0.0
-warmup_steps:
-  desc: null
-  value: 1000
-weight_decay:
-  desc: null
-  value: 0.0
diff --git a/wandb/run-20210709_122709-2pc90wcd/files/output.log b/wandb/run-20210709_122709-2pc90wcd/files/output.log
deleted file mode 100644
index e76fa0aae9db237d870ca22a04a7a1696b09ca13..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122709-2pc90wcd/files/output.log
+++ /dev/null
@@ -1,18 +0,0 @@
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
-Epoch ... (1/8):   0%|                                                                                                                                                                | 0/8 [00:00<?, ?it/s]
-
-
-Epoch ... (1/8):  12%|███████████████████                                                                                                                                     | 1/8 [01:15<08:49, 75.59s/it]
-
-
-Epoch ... (1/8):  25%|██████████████████████████████████████                                                                                                                  | 2/8 [01:20<03:23, 33.95s/it]
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:25<01:43, 20.77s/it]
-
-Training...:  51%|█████████████████████████████████████████████████████████████████████████████▌                                                                           | 72/142 [00:02<00:01, 35.13it/s]
-Step... (500 | Loss: 8.018753051757812, Learning Rate: 0.0001500000071246177)
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  38%|██████████████████████████████████████▋                                                                | 3/8 [01:33<02:35, 31.10s/it]
\ No newline at end of file
diff --git a/wandb/run-20210709_122709-2pc90wcd/files/requirements.txt b/wandb/run-20210709_122709-2pc90wcd/files/requirements.txt
deleted file mode 100644
index b55b5f6c3eca947f070756bd30a09a4489410047..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122709-2pc90wcd/files/requirements.txt
+++ /dev/null
@@ -1,96 +0,0 @@
-absl-py==0.13.0
-aiohttp==3.7.4.post0
-async-timeout==3.0.1
-attrs==21.2.0
-backcall==0.2.0
-cachetools==4.2.2
-certifi==2021.5.30
-chardet==4.0.0
-chex==0.0.8
-click==8.0.1
-configparser==5.0.2
-cycler==0.10.0
-datasets==1.9.1.dev0
-decorator==5.0.9
-dill==0.3.4
-dm-tree==0.1.6
-docker-pycreds==0.4.0
-filelock==3.0.12
-flatbuffers==2.0
-flax==0.3.4
-fsspec==2021.6.1
-gitdb==4.0.7
-gitpython==3.1.18
-google-auth-oauthlib==0.4.4
-google-auth==1.32.1
-grpcio==1.38.1
-huggingface-hub==0.0.12
-idna==2.10
-ipython-genutils==0.2.0
-ipython==7.25.0
-jax==0.2.16
-jaxlib==0.1.68
-jedi==0.18.0
-joblib==1.0.1
-kiwisolver==1.3.1
-libtpu-nightly==0.1.dev20210615
-markdown==3.3.4
-matplotlib-inline==0.1.2
-matplotlib==3.4.2
-msgpack==1.0.2
-multidict==5.1.0
-multiprocess==0.70.12.2
-numpy==1.21.0
-oauthlib==3.1.1
-opt-einsum==3.3.0
-optax==0.0.9
-packaging==21.0
-pandas==1.3.0
-parso==0.8.2
-pathtools==0.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pillow==8.3.1
-pip==20.0.2
-pkg-resources==0.0.0
-promise==2.3
-prompt-toolkit==3.0.19
-protobuf==3.17.3
-psutil==5.8.0
-ptyprocess==0.7.0
-pyarrow==4.0.1
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pygments==2.9.0
-pyparsing==2.4.7
-python-dateutil==2.8.1
-pytz==2021.1
-pyyaml==5.4.1
-regex==2021.7.6
-requests-oauthlib==1.3.0
-requests==2.25.1
-rsa==4.7.2
-sacremoses==0.0.45
-scipy==1.7.0
-sentry-sdk==1.3.0
-setuptools==44.0.0
-shortuuid==1.0.1
-six==1.16.0
-smmap==4.0.0
-subprocess32==3.5.4
-tensorboard-data-server==0.6.1
-tensorboard-plugin-wit==1.8.0
-tensorboard==2.5.0
-tokenizers==0.10.3
-toolz==0.11.1
-tqdm==4.61.2
-traitlets==5.0.5
-transformers==4.9.0.dev0
-typing-extensions==3.10.0.0
-urllib3==1.26.6
-wandb==0.10.33
-wcwidth==0.2.5
-werkzeug==2.0.1
-wheel==0.36.2
-xxhash==2.0.2
-yarl==1.6.3
\ No newline at end of file
diff --git a/wandb/run-20210709_122709-2pc90wcd/files/wandb-metadata.json b/wandb/run-20210709_122709-2pc90wcd/files/wandb-metadata.json
deleted file mode 100644
index b7c52d1f648a60fe83a847b35c9b818cb58c5313..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122709-2pc90wcd/files/wandb-metadata.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
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-    "python": "3.8.10",
-    "heartbeatAt": "2021-07-09T12:27:09.785328",
-    "startedAt": "2021-07-09T12:27:09.051375",
-    "docker": null,
-    "cpu_count": 96,
-    "cuda": null,
-    "args": [
-        "--output_dir=./",
-        "--model_type=roberta",
-        "--config_name=./",
-        "--tokenizer_name=./",
-        "--dataset_name=oscar",
-        "--dataset_config_name=unshuffled_deduplicated_als",
-        "--max_seq_length=128",
-        "--per_device_train_batch_size=4",
-        "--per_device_eval_batch_size=4",
-        "--learning_rate=3e-4",
-        "--warmup_steps=1000",
-        "--overwrite_output_dir",
-        "--num_train_epochs=8"
-    ],
-    "state": "running",
-    "program": "run_mlm_flax.py",
-    "codePath": "run_mlm_flax.py",
-    "git": {
-        "remote": "https://huggingface.co/flax-community/roberta-base-mr",
-        "commit": "faa64e8a79301832a56c78b2b293675039070bb0"
-    },
-    "email": "nipunsadvilkar@gmail.com",
-    "root": "/home/nipunsadvilkar/sample/roberta-base-mr",
-    "host": "t1v-n-112df4a9-w-0",
-    "username": "nipunsadvilkar",
-    "executable": "/home/nipunsadvilkar/roberta_mr_env/bin/python"
-}
diff --git a/wandb/run-20210709_122709-2pc90wcd/files/wandb-summary.json b/wandb/run-20210709_122709-2pc90wcd/files/wandb-summary.json
deleted file mode 100644
index 3285ad2ecb07342938bb35d57aa4c243af74a14f..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122709-2pc90wcd/files/wandb-summary.json
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/wandb/run-20210709_122709-2pc90wcd/logs/debug-internal.log b/wandb/run-20210709_122709-2pc90wcd/logs/debug-internal.log
deleted file mode 100644
index 08a7e83ff9434e0952d5bf8f563eb08b3d9188f5..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122709-2pc90wcd/logs/debug-internal.log
+++ /dev/null
@@ -1,995 +0,0 @@
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-2021-07-09 12:28:43,986 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
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-2021-07-09 12:28:43,989 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:43,990 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:43,990 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,011 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,013 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,013 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,034 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,034 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,034 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,042 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,044 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,051 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,072 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,072 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,072 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,072 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,072 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,072 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,073 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,073 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,073 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,074 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,074 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,074 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,074 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,074 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,074 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,075 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,075 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,075 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,075 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,076 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,076 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,076 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,076 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,076 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,077 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,077 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,077 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,077 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,077 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,077 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,078 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,078 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,078 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,079 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,079 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,079 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,092 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,092 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,092 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,093 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,093 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,093 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,093 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,093 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,094 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,094 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,094 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,094 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,094 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,095 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,095 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,095 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,095 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,095 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,096 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,096 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,096 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,096 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,096 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,096 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,097 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,097 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,097 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,097 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,098 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,098 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,098 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,098 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,098 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,099 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,099 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,099 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,099 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,099 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,099 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,100 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,100 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,100 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,100 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,100 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,100 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,101 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,101 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,101 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,101 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,101 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,101 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,102 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,102 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,102 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,102 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,102 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,102 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,103 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,103 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,103 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,103 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,103 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,103 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,104 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,104 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,104 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,104 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,104 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,105 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,105 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,105 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,105 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,105 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,106 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,106 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,106 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,106 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,106 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,107 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,107 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,107 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,107 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,107 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,108 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,108 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,108 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,108 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,109 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,109 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,109 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,109 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,109 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,109 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,110 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,110 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,110 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,110 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,110 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,110 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,111 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,111 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,111 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,111 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,111 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,111 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,112 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,112 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,112 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,112 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,112 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,112 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,113 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,113 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,113 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,113 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,113 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,114 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,114 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,114 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,114 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,114 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,114 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,115 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,115 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,115 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,115 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,115 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,116 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,116 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,116 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,116 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,116 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,117 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,117 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,117 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,117 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,118 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,118 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,118 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,118 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,118 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,119 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,119 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,119 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,119 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,119 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,119 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,120 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,120 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,120 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,120 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,120 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,120 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,121 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,121 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,121 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,121 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,122 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,122 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,122 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,122 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,122 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,122 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,123 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,123 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,123 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,123 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,123 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,123 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,124 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,124 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,124 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,124 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,124 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,124 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,124 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,125 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,125 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,125 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,125 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,125 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,126 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,126 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,126 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,126 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,126 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,127 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,127 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,127 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,127 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,127 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,127 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,128 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,128 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,128 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,128 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,128 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,129 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,129 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,129 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,129 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,129 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,129 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,130 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,130 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,130 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,130 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,130 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,130 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,130 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,131 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,131 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,131 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,131 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,131 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,132 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,132 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,132 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,132 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,132 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,133 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,133 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,133 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,133 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,133 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,134 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,134 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,134 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,134 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,134 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,134 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,135 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,135 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,135 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,136 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,136 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,136 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,136 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,136 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,136 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,137 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,137 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,137 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,137 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,138 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,138 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,138 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,138 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,138 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,139 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,139 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,139 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,139 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,139 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,139 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,140 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,140 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,140 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,140 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,140 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,141 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,141 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,141 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,141 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,141 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,142 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,142 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,142 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,142 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,142 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,143 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,143 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,143 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,143 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,143 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,143 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,144 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,144 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,144 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,144 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,144 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,144 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,145 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,145 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,145 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,145 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,145 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,145 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,146 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,146 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,146 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,146 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,146 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,146 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,147 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,147 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,147 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,147 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,147 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,147 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,148 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,148 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,148 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,148 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,148 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,149 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,149 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,149 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,149 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,149 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,150 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,150 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,150 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,150 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,150 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,150 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,150 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,151 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,151 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,151 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,151 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,151 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,152 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,152 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,152 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,152 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,152 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,152 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,153 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,153 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,153 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,153 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,153 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,153 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,154 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,154 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,154 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,154 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,154 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,154 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,155 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,155 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,155 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,155 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,155 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,155 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,156 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,156 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,156 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,156 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,156 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,157 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,157 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,157 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,157 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,157 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,158 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,158 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,158 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,158 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,159 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,159 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,159 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,159 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,159 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,159 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,160 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,160 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,160 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,160 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,160 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,160 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,161 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,161 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,161 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,161 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,161 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,161 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,162 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,162 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,162 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,162 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,162 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,162 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,163 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,163 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,163 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,163 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,163 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,164 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,164 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,164 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,164 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,164 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,165 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,165 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,165 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,165 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,165 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,165 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,166 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,166 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,166 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,166 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,166 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,167 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,167 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,167 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,167 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,167 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,167 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,168 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,168 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,168 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,168 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,168 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,169 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,169 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,169 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,169 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,169 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,170 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,170 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,170 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,170 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,170 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,170 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,171 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,171 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,171 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,171 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,171 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,172 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,172 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,172 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,172 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,172 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,172 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,173 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,173 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,173 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,173 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,173 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,173 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,174 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,174 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,174 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,174 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,174 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,174 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,175 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,175 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,175 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,175 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,175 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,176 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,176 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,176 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,176 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,176 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,177 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,177 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,177 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,177 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,177 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,178 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,178 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,178 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,179 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,179 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,179 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,179 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,179 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,179 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,180 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,180 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,180 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,180 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,180 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,180 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,181 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,181 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,181 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,181 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,181 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,182 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,182 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,182 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,182 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,182 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,183 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,183 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,183 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,183 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,183 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,183 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,184 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,184 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,184 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,184 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,184 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,184 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,185 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,185 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,185 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,185 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,185 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,186 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,186 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,186 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,186 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,186 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,186 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,187 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,187 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,187 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,187 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,187 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,188 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,188 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,188 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,188 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,188 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,189 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,189 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,189 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,189 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,189 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,190 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,190 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,190 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,190 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,190 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,190 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,191 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,191 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,191 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,191 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,191 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,192 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,192 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,192 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,192 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,192 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,192 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,193 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,193 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,193 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,193 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,193 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,194 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,194 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,194 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,194 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,194 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,195 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,195 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,195 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,195 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,195 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,195 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,196 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,196 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,196 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,196 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,196 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,196 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,197 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,197 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,197 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,197 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,197 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,198 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,198 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,198 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,198 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,198 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,199 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,199 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,199 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,199 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,199 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,200 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,200 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,200 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,200 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,200 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,200 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,201 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,201 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,201 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,201 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,201 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,201 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,202 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,202 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,202 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,202 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,203 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,203 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,203 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,203 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,203 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,204 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,204 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,204 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,204 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,204 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,204 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,205 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,205 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,205 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,205 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,205 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,205 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,206 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,206 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,206 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,207 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,207 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,207 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,207 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,207 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,208 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,208 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,208 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,208 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,209 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,209 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,209 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,209 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,209 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,209 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,210 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,210 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,210 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,210 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,210 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,210 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,211 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,211 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,211 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,211 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,211 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,211 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,212 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,212 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,212 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,212 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,212 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,213 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,213 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,213 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,213 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,213 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,214 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,214 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,214 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,214 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,214 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,214 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,215 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,215 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,215 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,215 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,215 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,216 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,216 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,216 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,216 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,216 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,216 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,217 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,217 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,217 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,217 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,217 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,217 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,218 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,218 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,218 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,218 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,218 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,219 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,219 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,219 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,219 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,219 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,220 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,220 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,220 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,220 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,220 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,221 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,221 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,221 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,221 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,221 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,221 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,222 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,222 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,222 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,222 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,222 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,222 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,223 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,223 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,223 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,223 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,223 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,223 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,224 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,224 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,224 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,224 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,224 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,225 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,225 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,225 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,225 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,225 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,226 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,226 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,226 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,226 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,226 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,226 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,227 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,227 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,227 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,227 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,227 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,228 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,228 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,228 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,228 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,228 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,228 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,229 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,229 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,229 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,229 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,229 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,229 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,230 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,230 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,230 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,230 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,230 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,231 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,231 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,231 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,231 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,231 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,232 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,232 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,232 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,232 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,232 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,233 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,233 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,233 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,233 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,233 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,233 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,234 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,234 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,234 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,234 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,234 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,234 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,235 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,235 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,235 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,235 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,235 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,235 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,236 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,236 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,236 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,236 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,237 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,237 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,237 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,237 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,237 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,238 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,238 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,238 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,238 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,238 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,238 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,239 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,239 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,239 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,239 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,239 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
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-2021-07-09 12:28:44,240 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,240 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,240 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,240 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,241 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
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-2021-07-09 12:28:44,241 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,241 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,241 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,242 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,242 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,242 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,242 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,242 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,242 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,243 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,243 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,243 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,243 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,243 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,243 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,244 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,244 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,244 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,244 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,244 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,245 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,245 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,245 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,245 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,245 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,246 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,246 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,246 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,246 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,246 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,247 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,247 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,247 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,247 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,247 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,247 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,248 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,248 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:44,248 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:44,248 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:44,832 INFO    Thread-8  :33395 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/wandb-summary.json
-2021-07-09 12:28:44,832 INFO    Thread-8  :33395 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/output.log
-2021-07-09 12:28:46,827 INFO    Thread-8  :33395 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/output.log
-2021-07-09 12:28:48,205 DEBUG   SenderThread:33395 [sender.py:send():179] send: history
-2021-07-09 12:28:48,206 DEBUG   SenderThread:33395 [sender.py:send():179] send: summary
-2021-07-09 12:28:48,208 INFO    SenderThread:33395 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:28:48,828 INFO    Thread-8  :33395 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/wandb-summary.json
-2021-07-09 12:28:48,829 INFO    Thread-8  :33395 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/output.log
-2021-07-09 12:28:50,492 DEBUG   HandlerThread:33395 [handler.py:handle_request():124] handle_request: shutdown
-2021-07-09 12:28:50,492 INFO    HandlerThread:33395 [handler.py:finish():638] shutting down handler
-2021-07-09 12:28:50,829 INFO    Thread-8  :33395 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/output.log
-2021-07-09 12:28:51,491 INFO    SenderThread:33395 [sender.py:finish():945] shutting down sender
-2021-07-09 12:28:51,492 INFO    WriterThread:33395 [datastore.py:close():288] close: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/run-2pc90wcd.wandb
-2021-07-09 12:28:51,492 INFO    SenderThread:33395 [dir_watcher.py:finish():282] shutting down directory watcher
-2021-07-09 12:28:51,830 INFO    SenderThread:33395 [dir_watcher.py:finish():312] scan: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files
-2021-07-09 12:28:51,830 INFO    SenderThread:33395 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/requirements.txt requirements.txt
-2021-07-09 12:28:51,830 INFO    SenderThread:33395 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/output.log output.log
-2021-07-09 12:28:51,831 INFO    SenderThread:33395 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/wandb-metadata.json wandb-metadata.json
-2021-07-09 12:28:51,831 INFO    SenderThread:33395 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/config.yaml config.yaml
-2021-07-09 12:28:51,831 INFO    SenderThread:33395 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/wandb-summary.json wandb-summary.json
-2021-07-09 12:28:51,831 INFO    SenderThread:33395 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 12:28:51,831 INFO    SenderThread:33395 [file_pusher.py:join():182] waiting for file pusher
-2021-07-09 12:28:52,029 INFO    Thread-14 :33395 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/config.yaml
-2021-07-09 12:28:52,038 INFO    Thread-15 :33395 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/wandb-summary.json
-2021-07-09 12:28:52,039 INFO    Thread-12 :33395 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/requirements.txt
-2021-07-09 12:28:52,064 INFO    Thread-13 :33395 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/files/output.log
-2021-07-09 12:28:52,398 INFO    MainThread:33395 [internal.py:handle_exit():78] Internal process exited
diff --git a/wandb/run-20210709_122709-2pc90wcd/logs/debug.log b/wandb/run-20210709_122709-2pc90wcd/logs/debug.log
deleted file mode 100644
index 0e7c0d4633f788492ef1369797462bf162f7d09c..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_122709-2pc90wcd/logs/debug.log
+++ /dev/null
@@ -1,53 +0,0 @@
-2021-07-09 12:27:09,053 INFO    MainThread:32339 [wandb_setup.py:_flush():69] Unhandled environment var: WANDB_WATCH
-2021-07-09 12:27:09,053 INFO    MainThread:32339 [wandb_setup.py:_flush():69] setting env: {'project': 'hf-flax-robert-base-mr', 'entity': 'nipunsadvilkar'}
-2021-07-09 12:27:09,053 INFO    MainThread:32339 [wandb_setup.py:_flush():69] setting login settings: {}
-2021-07-09 12:27:09,053 INFO    MainThread:32339 [wandb_init.py:_log_setup():337] Logging user logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/logs/debug.log
-2021-07-09 12:27:09,053 INFO    MainThread:32339 [wandb_init.py:_log_setup():338] Logging internal logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_122709-2pc90wcd/logs/debug-internal.log
-2021-07-09 12:27:09,053 INFO    MainThread:32339 [wandb_init.py:init():370] calling init triggers
-2021-07-09 12:27:09,053 INFO    MainThread:32339 [wandb_init.py:init():375] wandb.init called with sweep_config: {}
-config: {}
-2021-07-09 12:27:09,053 INFO    MainThread:32339 [wandb_init.py:init():419] starting backend
-2021-07-09 12:27:09,053 INFO    MainThread:32339 [backend.py:_multiprocessing_setup():70] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
-2021-07-09 12:27:09,087 INFO    MainThread:32339 [backend.py:ensure_launched():135] starting backend process...
-2021-07-09 12:27:09,119 INFO    MainThread:32339 [backend.py:ensure_launched():139] started backend process with pid: 33395
-2021-07-09 12:27:09,122 INFO    MainThread:32339 [wandb_init.py:init():424] backend started and connected
-2021-07-09 12:27:09,124 INFO    MainThread:32339 [wandb_init.py:init():472] updated telemetry
-2021-07-09 12:27:09,125 INFO    MainThread:32339 [wandb_init.py:init():491] communicating current version
-2021-07-09 12:27:09,709 INFO    MainThread:32339 [wandb_init.py:init():496] got version response 
-2021-07-09 12:27:09,709 INFO    MainThread:32339 [wandb_init.py:init():504] communicating run to backend with 30 second timeout
-2021-07-09 12:27:09,783 INFO    MainThread:32339 [wandb_init.py:init():529] starting run threads in backend
-2021-07-09 12:27:09,838 INFO    MainThread:32339 [wandb_run.py:_console_start():1623] atexit reg
-2021-07-09 12:27:09,839 INFO    MainThread:32339 [wandb_run.py:_redirect():1497] redirect: SettingsConsole.REDIRECT
-2021-07-09 12:27:09,839 INFO    MainThread:32339 [wandb_run.py:_redirect():1502] Redirecting console.
-2021-07-09 12:27:09,841 INFO    MainThread:32339 [wandb_run.py:_redirect():1558] Redirects installed.
-2021-07-09 12:27:09,841 INFO    MainThread:32339 [wandb_init.py:init():554] run started, returning control to user process
-2021-07-09 12:27:09,842 INFO    MainThread:32339 [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/Jul09_12-27-03_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': './', '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': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'push_to_hub_model_id': '', 'push_to_hub_organization': None, 'push_to_hub_token': None, 'mp_parameters': ''}
-2021-07-09 12:27:09,843 INFO    MainThread:32339 [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'}
-2021-07-09 12:27:09,844 INFO    MainThread:32339 [wandb_run.py:_config_callback():872] config_cb None None {'dataset_name': 'oscar', 'dataset_config_name': 'unshuffled_deduplicated_als', 'train_file': None, 'validation_file': None, '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}
-2021-07-09 12:28:48,239 INFO    MainThread:32339 [wandb_run.py:_atexit_cleanup():1593] got exitcode: 1
-2021-07-09 12:28:48,240 INFO    MainThread:32339 [wandb_run.py:_restore():1565] restore
-2021-07-09 12:28:52,518 ERROR   MainThread:32339 [wandb_run.py:_atexit_cleanup():1611] Problem finishing run
-Traceback (most recent call last):
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/wandb_run.py", line 1601, in _atexit_cleanup
-    self._on_finish()
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/wandb_run.py", line 1737, in _on_finish
-    self.history._flush()
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/wandb_history.py", line 59, in _flush
-    self._callback(row=self._data, step=self._step)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/wandb_run.py", line 931, in _history_callback
-    self._backend.interface.publish_history(
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/sdk/interface/interface.py", line 231, in publish_history
-    item.value_json = json_dumps_safer_history(v)  # type: ignore
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/util.py", line 667, in json_dumps_safer_history
-    return json.dumps(obj, cls=WandBHistoryJSONEncoder, **kwargs)
-  File "/usr/lib/python3.8/json/__init__.py", line 234, in dumps
-    return cls(
-  File "/usr/lib/python3.8/json/encoder.py", line 199, in encode
-    chunks = self.iterencode(o, _one_shot=True)
-  File "/usr/lib/python3.8/json/encoder.py", line 257, in iterencode
-    return _iterencode(o, 0)
-  File "/home/nipunsadvilkar/roberta_mr_env/lib/python3.8/site-packages/wandb/util.py", line 634, in default
-    return json.JSONEncoder.default(self, obj)
-  File "/usr/lib/python3.8/json/encoder.py", line 179, in default
-    raise TypeError(f'Object of type {o.__class__.__name__} '
-TypeError: Object of type DeviceArray is not JSON serializable
diff --git a/wandb/run-20210709_122709-2pc90wcd/run-2pc90wcd.wandb b/wandb/run-20210709_122709-2pc90wcd/run-2pc90wcd.wandb
deleted file mode 100644
index b6fd6dbce5ac3f1398c13f8358db8df85cf51a35..0000000000000000000000000000000000000000
Binary files a/wandb/run-20210709_122709-2pc90wcd/run-2pc90wcd.wandb and /dev/null differ
diff --git a/wandb/run-20210709_124353-3pjvcule/files/config.yaml b/wandb/run-20210709_124353-3pjvcule/files/config.yaml
deleted file mode 100644
index ab3d37a013838fc169594a1929bc84ac6663fbb1..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124353-3pjvcule/files/config.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-wandb_version: 1
-
-_wandb:
-  desc: null
-  value:
-    cli_version: 0.10.33
-    framework: huggingface
-    huggingface_version: 4.9.0.dev0
-    is_jupyter_run: false
-    is_kaggle_kernel: false
-    python_version: 3.8.10
-    t:
-      1:
-      - 11
-      4: 3.8.10
-      5: 0.10.33
-      6: 4.9.0.dev0
-      8:
-      - 5
diff --git a/wandb/run-20210709_124353-3pjvcule/files/output.log b/wandb/run-20210709_124353-3pjvcule/files/output.log
deleted file mode 100644
index 67fb84fd3ef63d3314f3818ae5b2ed6874545251..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124353-3pjvcule/files/output.log
+++ /dev/null
@@ -1,5 +0,0 @@
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
-Epoch ... (1/8):   0%|                                                                                                                                                                | 0/8 [00:00<?, ?it/s]
diff --git a/wandb/run-20210709_124353-3pjvcule/files/requirements.txt b/wandb/run-20210709_124353-3pjvcule/files/requirements.txt
deleted file mode 100644
index b55b5f6c3eca947f070756bd30a09a4489410047..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124353-3pjvcule/files/requirements.txt
+++ /dev/null
@@ -1,96 +0,0 @@
-absl-py==0.13.0
-aiohttp==3.7.4.post0
-async-timeout==3.0.1
-attrs==21.2.0
-backcall==0.2.0
-cachetools==4.2.2
-certifi==2021.5.30
-chardet==4.0.0
-chex==0.0.8
-click==8.0.1
-configparser==5.0.2
-cycler==0.10.0
-datasets==1.9.1.dev0
-decorator==5.0.9
-dill==0.3.4
-dm-tree==0.1.6
-docker-pycreds==0.4.0
-filelock==3.0.12
-flatbuffers==2.0
-flax==0.3.4
-fsspec==2021.6.1
-gitdb==4.0.7
-gitpython==3.1.18
-google-auth-oauthlib==0.4.4
-google-auth==1.32.1
-grpcio==1.38.1
-huggingface-hub==0.0.12
-idna==2.10
-ipython-genutils==0.2.0
-ipython==7.25.0
-jax==0.2.16
-jaxlib==0.1.68
-jedi==0.18.0
-joblib==1.0.1
-kiwisolver==1.3.1
-libtpu-nightly==0.1.dev20210615
-markdown==3.3.4
-matplotlib-inline==0.1.2
-matplotlib==3.4.2
-msgpack==1.0.2
-multidict==5.1.0
-multiprocess==0.70.12.2
-numpy==1.21.0
-oauthlib==3.1.1
-opt-einsum==3.3.0
-optax==0.0.9
-packaging==21.0
-pandas==1.3.0
-parso==0.8.2
-pathtools==0.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pillow==8.3.1
-pip==20.0.2
-pkg-resources==0.0.0
-promise==2.3
-prompt-toolkit==3.0.19
-protobuf==3.17.3
-psutil==5.8.0
-ptyprocess==0.7.0
-pyarrow==4.0.1
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pygments==2.9.0
-pyparsing==2.4.7
-python-dateutil==2.8.1
-pytz==2021.1
-pyyaml==5.4.1
-regex==2021.7.6
-requests-oauthlib==1.3.0
-requests==2.25.1
-rsa==4.7.2
-sacremoses==0.0.45
-scipy==1.7.0
-sentry-sdk==1.3.0
-setuptools==44.0.0
-shortuuid==1.0.1
-six==1.16.0
-smmap==4.0.0
-subprocess32==3.5.4
-tensorboard-data-server==0.6.1
-tensorboard-plugin-wit==1.8.0
-tensorboard==2.5.0
-tokenizers==0.10.3
-toolz==0.11.1
-tqdm==4.61.2
-traitlets==5.0.5
-transformers==4.9.0.dev0
-typing-extensions==3.10.0.0
-urllib3==1.26.6
-wandb==0.10.33
-wcwidth==0.2.5
-werkzeug==2.0.1
-wheel==0.36.2
-xxhash==2.0.2
-yarl==1.6.3
\ No newline at end of file
diff --git a/wandb/run-20210709_124353-3pjvcule/files/wandb-metadata.json b/wandb/run-20210709_124353-3pjvcule/files/wandb-metadata.json
deleted file mode 100644
index baa73b4597a2a7495cb0d8f52be42697fe0c8392..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124353-3pjvcule/files/wandb-metadata.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "os": "Linux-5.4.0-1043-gcp-x86_64-with-glibc2.29",
-    "python": "3.8.10",
-    "heartbeatAt": "2021-07-09T12:43:54.473948",
-    "startedAt": "2021-07-09T12:43:53.659249",
-    "docker": null,
-    "cpu_count": 96,
-    "cuda": null,
-    "args": [
-        "--output_dir=./",
-        "--model_type=roberta",
-        "--config_name=./",
-        "--tokenizer_name=./",
-        "--dataset_name=oscar",
-        "--dataset_config_name=unshuffled_deduplicated_als",
-        "--max_seq_length=128",
-        "--per_device_train_batch_size=4",
-        "--per_device_eval_batch_size=4",
-        "--learning_rate=3e-4",
-        "--warmup_steps=1000",
-        "--overwrite_output_dir",
-        "--num_train_epochs=8"
-    ],
-    "state": "running",
-    "program": "run_mlm_flax.py",
-    "codePath": "run_mlm_flax.py",
-    "git": {
-        "remote": "https://huggingface.co/flax-community/roberta-base-mr",
-        "commit": "faa64e8a79301832a56c78b2b293675039070bb0"
-    },
-    "email": "nipunsadvilkar@gmail.com",
-    "root": "/home/nipunsadvilkar/sample/roberta-base-mr",
-    "host": "t1v-n-112df4a9-w-0",
-    "username": "nipunsadvilkar",
-    "executable": "/home/nipunsadvilkar/roberta_mr_env/bin/python"
-}
diff --git a/wandb/run-20210709_124353-3pjvcule/files/wandb-summary.json b/wandb/run-20210709_124353-3pjvcule/files/wandb-summary.json
deleted file mode 100644
index 9e26dfeeb6e641a33dae4961196235bdb965b21b..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124353-3pjvcule/files/wandb-summary.json
+++ /dev/null
@@ -1 +0,0 @@
-{}
\ No newline at end of file
diff --git a/wandb/run-20210709_124353-3pjvcule/logs/debug-internal.log b/wandb/run-20210709_124353-3pjvcule/logs/debug-internal.log
deleted file mode 100644
index 86fc4bd5d91b80511af1bdd789e411224cf70f35..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124353-3pjvcule/logs/debug-internal.log
+++ /dev/null
@@ -1,55 +0,0 @@
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diff --git a/wandb/run-20210709_124353-3pjvcule/logs/debug.log b/wandb/run-20210709_124353-3pjvcule/logs/debug.log
deleted file mode 100644
index 2d1637e4574d3732b095b445389e4bc798ddb02c..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124353-3pjvcule/logs/debug.log
+++ /dev/null
@@ -1,28 +0,0 @@
-2021-07-09 12:43:53,661 INFO    MainThread:33657 [wandb_setup.py:_flush():69] Unhandled environment var: WANDB_WATCH
-2021-07-09 12:43:53,661 INFO    MainThread:33657 [wandb_setup.py:_flush():69] setting env: {'project': 'hf-flax-robert-base-mr', 'entity': 'nipunsadvilkar'}
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-2021-07-09 12:43:53,662 INFO    MainThread:33657 [wandb_init.py:_log_setup():338] Logging internal logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124353-3pjvcule/logs/debug-internal.log
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-config: {}
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-2021-07-09 12:43:54,535 INFO    MainThread:33657 [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'}
-2021-07-09 12:43:54,535 INFO    MainThread:33657 [wandb_run.py:_config_callback():872] config_cb None None {'dataset_name': 'oscar', 'dataset_config_name': 'unshuffled_deduplicated_als', 'train_file': None, 'validation_file': None, '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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diff --git a/wandb/run-20210709_124353-3pjvcule/run-3pjvcule.wandb b/wandb/run-20210709_124353-3pjvcule/run-3pjvcule.wandb
deleted file mode 100644
index f0768b730b11ce20f7b94a5131bd956a323721b0..0000000000000000000000000000000000000000
Binary files a/wandb/run-20210709_124353-3pjvcule/run-3pjvcule.wandb and /dev/null differ
diff --git a/wandb/run-20210709_124449-choidyfc/files/config.yaml b/wandb/run-20210709_124449-choidyfc/files/config.yaml
deleted file mode 100644
index e0946a264de75c3064b9bd116399e6154f8d63bc..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124449-choidyfc/files/config.yaml
+++ /dev/null
@@ -1,305 +0,0 @@
-wandb_version: 1
-
-_wandb:
-  desc: null
-  value:
-    cli_version: 0.10.33
-    framework: huggingface
-    huggingface_version: 4.9.0.dev0
-    is_jupyter_run: false
-    is_kaggle_kernel: false
-    python_version: 3.8.10
-    t:
-      1:
-      - 11
-      2:
-      - 11
-      4: 3.8.10
-      5: 0.10.33
-      6: 4.9.0.dev0
-      8:
-      - 5
-adafactor:
-  desc: null
-  value: false
-adam_beta1:
-  desc: null
-  value: 0.9
-adam_beta2:
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-  value: 1.0e-08
-cache_dir:
-  desc: null
-  value: null
-config_name:
-  desc: null
-  value: ./
-dataloader_drop_last:
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-  value: false
-dataloader_num_workers:
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-  value: 0
-dataloader_pin_memory:
-  desc: null
-  value: true
-dataset_config_name:
-  desc: null
-  value: unshuffled_deduplicated_als
-dataset_name:
-  desc: null
-  value: oscar
-ddp_find_unused_parameters:
-  desc: null
-  value: null
-debug:
-  desc: null
-  value: []
-deepspeed:
-  desc: null
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-disable_tqdm:
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-fp16:
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-fp16_backend:
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-gradient_accumulation_steps:
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diff --git a/wandb/run-20210709_124449-choidyfc/files/output.log b/wandb/run-20210709_124449-choidyfc/files/output.log
deleted file mode 100644
index d7bedd00f724986f099b899dd1733976942f43cd..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124449-choidyfc/files/output.log
+++ /dev/null
@@ -1,15 +0,0 @@
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
-Epoch ... (1/8):   0%|                                                                                                                                                                | 0/8 [00:00<?, ?it/s]
-
-
-Epoch ... (1/8):  12%|███████████████████                                                                                                                                     | 1/8 [01:17<09:04, 77.75s/it]
-
-
-Epoch ... (1/8):  25%|██████████████████████████████████████                                                                                                                  | 2/8 [01:22<03:29, 34.91s/it]
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:27<01:46, 21.21s/it]
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:30<02:31, 30.27s/it]
\ No newline at end of file
diff --git a/wandb/run-20210709_124449-choidyfc/files/requirements.txt b/wandb/run-20210709_124449-choidyfc/files/requirements.txt
deleted file mode 100644
index 58a6f2b0a62dcb843c1f379c734d6bbe7a841939..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124449-choidyfc/files/requirements.txt
+++ /dev/null
@@ -1,98 +0,0 @@
-absl-py==0.13.0
-aiohttp==3.7.4.post0
-async-timeout==3.0.1
-attrs==21.2.0
-backcall==0.2.0
-cachetools==4.2.2
-certifi==2021.5.30
-chardet==4.0.0
-chex==0.0.8
-click==8.0.1
-configparser==5.0.2
-cycler==0.10.0
-datasets==1.9.1.dev0
-decorator==5.0.9
-dill==0.3.4
-dm-tree==0.1.6
-docker-pycreds==0.4.0
-filelock==3.0.12
-flatbuffers==2.0
-flax==0.3.4
-fsspec==2021.6.1
-gitdb==4.0.7
-gitpython==3.1.18
-google-auth-oauthlib==0.4.4
-google-auth==1.32.1
-grpcio==1.38.1
-huggingface-hub==0.0.12
-idna==2.10
-ipdb==0.13.9
-ipython-genutils==0.2.0
-ipython==7.25.0
-jax==0.2.16
-jaxlib==0.1.68
-jedi==0.18.0
-joblib==1.0.1
-kiwisolver==1.3.1
-libtpu-nightly==0.1.dev20210615
-markdown==3.3.4
-matplotlib-inline==0.1.2
-matplotlib==3.4.2
-msgpack==1.0.2
-multidict==5.1.0
-multiprocess==0.70.12.2
-numpy==1.21.0
-oauthlib==3.1.1
-opt-einsum==3.3.0
-optax==0.0.9
-packaging==21.0
-pandas==1.3.0
-parso==0.8.2
-pathtools==0.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pillow==8.3.1
-pip==20.0.2
-pkg-resources==0.0.0
-promise==2.3
-prompt-toolkit==3.0.19
-protobuf==3.17.3
-psutil==5.8.0
-ptyprocess==0.7.0
-pyarrow==4.0.1
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pygments==2.9.0
-pyparsing==2.4.7
-python-dateutil==2.8.1
-pytz==2021.1
-pyyaml==5.4.1
-regex==2021.7.6
-requests-oauthlib==1.3.0
-requests==2.25.1
-rsa==4.7.2
-sacremoses==0.0.45
-scipy==1.7.0
-sentry-sdk==1.3.0
-setuptools==44.0.0
-shortuuid==1.0.1
-six==1.16.0
-smmap==4.0.0
-subprocess32==3.5.4
-tensorboard-data-server==0.6.1
-tensorboard-plugin-wit==1.8.0
-tensorboard==2.5.0
-tokenizers==0.10.3
-toml==0.10.2
-toolz==0.11.1
-tqdm==4.61.2
-traitlets==5.0.5
-transformers==4.9.0.dev0
-typing-extensions==3.10.0.0
-urllib3==1.26.6
-wandb==0.10.33
-wcwidth==0.2.5
-werkzeug==2.0.1
-wheel==0.36.2
-xxhash==2.0.2
-yarl==1.6.3
\ No newline at end of file
diff --git a/wandb/run-20210709_124449-choidyfc/files/wandb-metadata.json b/wandb/run-20210709_124449-choidyfc/files/wandb-metadata.json
deleted file mode 100644
index 60b2514a7cbefa649a7a48c9cc4538dd24ab88be..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124449-choidyfc/files/wandb-metadata.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "os": "Linux-5.4.0-1043-gcp-x86_64-with-glibc2.29",
-    "python": "3.8.10",
-    "heartbeatAt": "2021-07-09T12:44:49.888265",
-    "startedAt": "2021-07-09T12:44:49.070519",
-    "docker": null,
-    "cpu_count": 96,
-    "cuda": null,
-    "args": [
-        "--output_dir=./",
-        "--model_type=roberta",
-        "--config_name=./",
-        "--tokenizer_name=./",
-        "--dataset_name=oscar",
-        "--dataset_config_name=unshuffled_deduplicated_als",
-        "--max_seq_length=128",
-        "--per_device_train_batch_size=4",
-        "--per_device_eval_batch_size=4",
-        "--learning_rate=3e-4",
-        "--warmup_steps=1000",
-        "--overwrite_output_dir",
-        "--num_train_epochs=8"
-    ],
-    "state": "running",
-    "program": "run_mlm_flax.py",
-    "codePath": "run_mlm_flax.py",
-    "git": {
-        "remote": "https://huggingface.co/flax-community/roberta-base-mr",
-        "commit": "faa64e8a79301832a56c78b2b293675039070bb0"
-    },
-    "email": "nipunsadvilkar@gmail.com",
-    "root": "/home/nipunsadvilkar/sample/roberta-base-mr",
-    "host": "t1v-n-112df4a9-w-0",
-    "username": "nipunsadvilkar",
-    "executable": "/home/nipunsadvilkar/roberta_mr_env/bin/python"
-}
diff --git a/wandb/run-20210709_124449-choidyfc/files/wandb-summary.json b/wandb/run-20210709_124449-choidyfc/files/wandb-summary.json
deleted file mode 100644
index 9e26dfeeb6e641a33dae4961196235bdb965b21b..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124449-choidyfc/files/wandb-summary.json
+++ /dev/null
@@ -1 +0,0 @@
-{}
\ No newline at end of file
diff --git a/wandb/run-20210709_124449-choidyfc/logs/debug-internal.log b/wandb/run-20210709_124449-choidyfc/logs/debug-internal.log
deleted file mode 100644
index baf649911f694beaddcbf00155801e2c79e44958..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124449-choidyfc/logs/debug-internal.log
+++ /dev/null
@@ -1,157 +0,0 @@
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-2021-07-09 12:46:26,928 INFO    Thread-8  :35940 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/output.log
-2021-07-09 12:46:28,525 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:46:28,526 DEBUG   SenderThread:35940 [sender.py:send():179] send: telemetry
-2021-07-09 12:46:28,526 DEBUG   SenderThread:35940 [sender.py:send():179] send: exit
-2021-07-09 12:46:28,526 INFO    SenderThread:35940 [sender.py:send_exit():287] handling exit code: 1
-2021-07-09 12:46:28,526 INFO    SenderThread:35940 [sender.py:send_exit():295] send defer
-2021-07-09 12:46:28,526 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:46:28,527 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:28,527 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 0
-2021-07-09 12:46:28,527 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:28,527 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 0
-2021-07-09 12:46:28,527 INFO    SenderThread:35940 [sender.py:transition_state():308] send defer: 1
-2021-07-09 12:46:28,527 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:28,527 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 1
-2021-07-09 12:46:28,576 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:28,576 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 1
-2021-07-09 12:46:28,576 INFO    SenderThread:35940 [sender.py:transition_state():308] send defer: 2
-2021-07-09 12:46:28,576 DEBUG   SenderThread:35940 [sender.py:send():179] send: stats
-2021-07-09 12:46:28,577 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:28,577 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 2
-2021-07-09 12:46:28,577 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:28,577 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 2
-2021-07-09 12:46:28,577 INFO    SenderThread:35940 [sender.py:transition_state():308] send defer: 3
-2021-07-09 12:46:28,577 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:28,577 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 3
-2021-07-09 12:46:28,577 DEBUG   SenderThread:35940 [sender.py:send():179] send: summary
-2021-07-09 12:46:28,578 INFO    SenderThread:35940 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:46:28,578 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:28,578 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 3
-2021-07-09 12:46:28,578 INFO    SenderThread:35940 [sender.py:transition_state():308] send defer: 4
-2021-07-09 12:46:28,578 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:28,578 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 4
-2021-07-09 12:46:28,578 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:28,579 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 4
-2021-07-09 12:46:28,628 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:46:28,658 INFO    SenderThread:35940 [sender.py:transition_state():308] send defer: 5
-2021-07-09 12:46:28,659 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:46:28,659 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:28,659 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 5
-2021-07-09 12:46:28,659 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:28,659 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 5
-2021-07-09 12:46:28,659 INFO    SenderThread:35940 [dir_watcher.py:finish():282] shutting down directory watcher
-2021-07-09 12:46:28,760 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:46:28,928 INFO    Thread-8  :35940 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/output.log
-2021-07-09 12:46:28,929 INFO    SenderThread:35940 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/wandb-summary.json
-2021-07-09 12:46:28,929 INFO    SenderThread:35940 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/config.yaml
-2021-07-09 12:46:28,929 INFO    SenderThread:35940 [dir_watcher.py:finish():312] scan: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files
-2021-07-09 12:46:28,929 INFO    SenderThread:35940 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/requirements.txt requirements.txt
-2021-07-09 12:46:28,930 INFO    SenderThread:35940 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/output.log output.log
-2021-07-09 12:46:28,930 INFO    SenderThread:35940 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/wandb-metadata.json wandb-metadata.json
-2021-07-09 12:46:28,930 INFO    SenderThread:35940 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/config.yaml config.yaml
-2021-07-09 12:46:28,930 INFO    SenderThread:35940 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/wandb-summary.json wandb-summary.json
-2021-07-09 12:46:28,930 INFO    SenderThread:35940 [sender.py:transition_state():308] send defer: 6
-2021-07-09 12:46:28,930 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:46:28,939 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:28,939 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 6
-2021-07-09 12:46:28,942 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:28,942 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 6
-2021-07-09 12:46:28,942 INFO    SenderThread:35940 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 12:46:29,037 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:46:29,037 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:46:29,141 INFO    Thread-12 :35940 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/requirements.txt
-2021-07-09 12:46:29,142 INFO    Thread-14 :35940 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/config.yaml
-2021-07-09 12:46:29,143 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:46:29,143 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:46:29,145 INFO    Thread-13 :35940 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/output.log
-2021-07-09 12:46:29,171 INFO    Thread-15 :35940 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/files/wandb-summary.json
-2021-07-09 12:46:29,246 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:46:29,246 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:46:29,348 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:46:29,348 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:46:29,371 INFO    Thread-7  :35940 [sender.py:transition_state():308] send defer: 7
-2021-07-09 12:46:29,372 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:29,372 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 7
-2021-07-09 12:46:29,372 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:29,372 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 7
-2021-07-09 12:46:29,443 INFO    SenderThread:35940 [sender.py:transition_state():308] send defer: 8
-2021-07-09 12:46:29,443 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:29,443 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 8
-2021-07-09 12:46:29,444 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:29,444 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 8
-2021-07-09 12:46:29,444 INFO    SenderThread:35940 [sender.py:transition_state():308] send defer: 9
-2021-07-09 12:46:29,444 DEBUG   SenderThread:35940 [sender.py:send():179] send: final
-2021-07-09 12:46:29,444 DEBUG   SenderThread:35940 [sender.py:send():179] send: footer
-2021-07-09 12:46:29,444 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 12:46:29,444 INFO    HandlerThread:35940 [handler.py:handle_request_defer():141] handle defer: 9
-2021-07-09 12:46:29,445 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: defer
-2021-07-09 12:46:29,445 INFO    SenderThread:35940 [sender.py:send_request_defer():304] handle sender defer: 9
-2021-07-09 12:46:29,450 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 12:46:29,450 DEBUG   SenderThread:35940 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 12:46:29,450 INFO    SenderThread:35940 [file_pusher.py:join():182] waiting for file pusher
-2021-07-09 12:46:29,451 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: get_summary
-2021-07-09 12:46:29,452 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: sampled_history
-2021-07-09 12:46:29,453 DEBUG   HandlerThread:35940 [handler.py:handle_request():124] handle_request: shutdown
-2021-07-09 12:46:29,453 INFO    HandlerThread:35940 [handler.py:finish():638] shutting down handler
-2021-07-09 12:46:30,445 INFO    WriterThread:35940 [datastore.py:close():288] close: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/run-choidyfc.wandb
-2021-07-09 12:46:30,450 INFO    SenderThread:35940 [sender.py:finish():945] shutting down sender
-2021-07-09 12:46:30,451 INFO    SenderThread:35940 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 12:46:30,451 INFO    SenderThread:35940 [file_pusher.py:join():182] waiting for file pusher
-2021-07-09 12:46:30,453 INFO    MainThread:35940 [internal.py:handle_exit():78] Internal process exited
diff --git a/wandb/run-20210709_124449-choidyfc/logs/debug.log b/wandb/run-20210709_124449-choidyfc/logs/debug.log
deleted file mode 100644
index 59a24a0421d5619597b0e28561df11625b62fca7..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_124449-choidyfc/logs/debug.log
+++ /dev/null
@@ -1,96 +0,0 @@
-2021-07-09 12:44:49,072 INFO    MainThread:34882 [wandb_setup.py:_flush():69] Unhandled environment var: WANDB_WATCH
-2021-07-09 12:44:49,072 INFO    MainThread:34882 [wandb_setup.py:_flush():69] setting env: {'project': 'hf-flax-robert-base-mr', 'entity': 'nipunsadvilkar'}
-2021-07-09 12:44:49,072 INFO    MainThread:34882 [wandb_setup.py:_flush():69] setting login settings: {}
-2021-07-09 12:44:49,072 INFO    MainThread:34882 [wandb_init.py:_log_setup():337] Logging user logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/logs/debug.log
-2021-07-09 12:44:49,072 INFO    MainThread:34882 [wandb_init.py:_log_setup():338] Logging internal logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_124449-choidyfc/logs/debug-internal.log
-2021-07-09 12:44:49,073 INFO    MainThread:34882 [wandb_init.py:init():370] calling init triggers
-2021-07-09 12:44:49,073 INFO    MainThread:34882 [wandb_init.py:init():375] wandb.init called with sweep_config: {}
-config: {}
-2021-07-09 12:44:49,073 INFO    MainThread:34882 [wandb_init.py:init():419] starting backend
-2021-07-09 12:44:49,073 INFO    MainThread:34882 [backend.py:_multiprocessing_setup():70] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
-2021-07-09 12:44:49,106 INFO    MainThread:34882 [backend.py:ensure_launched():135] starting backend process...
-2021-07-09 12:44:49,138 INFO    MainThread:34882 [backend.py:ensure_launched():139] started backend process with pid: 35940
-2021-07-09 12:44:49,140 INFO    MainThread:34882 [wandb_init.py:init():424] backend started and connected
-2021-07-09 12:44:49,143 INFO    MainThread:34882 [wandb_init.py:init():472] updated telemetry
-2021-07-09 12:44:49,144 INFO    MainThread:34882 [wandb_init.py:init():491] communicating current version
-2021-07-09 12:44:49,800 INFO    MainThread:34882 [wandb_init.py:init():496] got version response 
-2021-07-09 12:44:49,800 INFO    MainThread:34882 [wandb_init.py:init():504] communicating run to backend with 30 second timeout
-2021-07-09 12:44:49,885 INFO    MainThread:34882 [wandb_init.py:init():529] starting run threads in backend
-2021-07-09 12:44:49,946 INFO    MainThread:34882 [wandb_run.py:_console_start():1623] atexit reg
-2021-07-09 12:44:49,946 INFO    MainThread:34882 [wandb_run.py:_redirect():1497] redirect: SettingsConsole.REDIRECT
-2021-07-09 12:44:49,947 INFO    MainThread:34882 [wandb_run.py:_redirect():1502] Redirecting console.
-2021-07-09 12:44:49,949 INFO    MainThread:34882 [wandb_run.py:_redirect():1558] Redirects installed.
-2021-07-09 12:44:49,949 INFO    MainThread:34882 [wandb_init.py:init():554] run started, returning control to user process
-2021-07-09 12:44:49,950 INFO    MainThread:34882 [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/Jul09_12-44-43_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': './', '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': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'push_to_hub_model_id': '', 'push_to_hub_organization': None, 'push_to_hub_token': None, 'mp_parameters': ''}
-2021-07-09 12:44:49,951 INFO    MainThread:34882 [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'}
-2021-07-09 12:44:49,951 INFO    MainThread:34882 [wandb_run.py:_config_callback():872] config_cb None None {'dataset_name': 'oscar', 'dataset_config_name': 'unshuffled_deduplicated_als', 'train_file': None, 'validation_file': None, '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}
-2021-07-09 12:46:26,008 INFO    MainThread:34882 [wandb_run.py:_atexit_cleanup():1593] got exitcode: 1
-2021-07-09 12:46:26,008 INFO    MainThread:34882 [wandb_run.py:_restore():1565] restore
-2021-07-09 12:46:28,527 INFO    MainThread:34882 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 1200
-}
-
-2021-07-09 12:46:28,659 INFO    MainThread:34882 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 1200
-}
-
-2021-07-09 12:46:28,936 INFO    MainThread:34882 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 4
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 9336
-}
-
-2021-07-09 12:46:29,038 INFO    MainThread:34882 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9338
-  total_bytes: 9338
-}
-
-2021-07-09 12:46:29,145 INFO    MainThread:34882 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9338
-  total_bytes: 9338
-}
-
-2021-07-09 12:46:29,247 INFO    MainThread:34882 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9338
-  total_bytes: 9338
-}
-
-2021-07-09 12:46:29,349 INFO    MainThread:34882 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9338
-  total_bytes: 9338
-}
-
-2021-07-09 12:46:29,451 INFO    MainThread:34882 [wandb_run.py:_wait_for_finish():1715] got exit ret: done: true
-exit_result {
-}
-file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 9338
-  total_bytes: 9338
-}
-
-2021-07-09 12:46:30,567 INFO    MainThread:34882 [wandb_run.py:_show_files():1937] logging synced files
diff --git a/wandb/run-20210709_124449-choidyfc/run-choidyfc.wandb b/wandb/run-20210709_124449-choidyfc/run-choidyfc.wandb
deleted file mode 100644
index 60fb643fb2f0e1a5ce3359f6881684ef89d621a5..0000000000000000000000000000000000000000
Binary files a/wandb/run-20210709_124449-choidyfc/run-choidyfc.wandb and /dev/null differ
diff --git a/wandb/run-20210709_125049-89spqu1d/files/config.yaml b/wandb/run-20210709_125049-89spqu1d/files/config.yaml
deleted file mode 100644
index 3cf4a36fab2105905d89cb093271c41e6062e498..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_125049-89spqu1d/files/config.yaml
+++ /dev/null
@@ -1,305 +0,0 @@
-wandb_version: 1
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diff --git a/wandb/run-20210709_125049-89spqu1d/files/output.log b/wandb/run-20210709_125049-89spqu1d/files/output.log
deleted file mode 100644
index 743c8910da9413d0b15fcb2056c4de87ce5c08f3..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_125049-89spqu1d/files/output.log
+++ /dev/null
@@ -1,221 +0,0 @@
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
-Epoch ... (1/8):   0%|                                                                                                                                                                | 0/8 [00:00<?, ?it/s]
-
-
-Epoch ... (1/8):  12%|███████████████████                                                                                                                                     | 1/8 [01:17<09:00, 77.20s/it]
-
-
-Epoch ... (1/8):  25%|██████████████████████████████████████                                                                                                                  | 2/8 [01:22<03:28, 34.79s/it]
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:27<01:45, 21.19s/it]
-Training...:  23%|██████████████████████████████████▍                                                                                                                      | 32/142 [00:00<00:02, 37.13it/s]
-Step... (500 | Loss: 8.018753051757812, Learning Rate: 0.0001500000071246177)
-> /home/nipunsadvilkar/sample/roberta-base-mr/run_mlm_flax.py(647)<module>()
-    646                 import ipdb; ipdb.set_trace()
---> 647                 train_metrics = []
-    648
-
-
-ipdb> train_metrics
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-ipdb> train_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-Evaluating ...:   0%|                                                                                                                                                                | 0/10 [00:00<?, ?it/s]
-
-Evaluating ...:  90%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊               | 9/10 [00:04<00:00,  2.85it/s]
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-ipdb> tytrain_metrics
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  38%|██████████████████████████████████████▎                                                               | 3/8 [13:50<23:03, 276.78s/it]
\ No newline at end of file
diff --git a/wandb/run-20210709_125049-89spqu1d/files/requirements.txt b/wandb/run-20210709_125049-89spqu1d/files/requirements.txt
deleted file mode 100644
index 58a6f2b0a62dcb843c1f379c734d6bbe7a841939..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_125049-89spqu1d/files/requirements.txt
+++ /dev/null
@@ -1,98 +0,0 @@
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-aiohttp==3.7.4.post0
-async-timeout==3.0.1
-attrs==21.2.0
-backcall==0.2.0
-cachetools==4.2.2
-certifi==2021.5.30
-chardet==4.0.0
-chex==0.0.8
-click==8.0.1
-configparser==5.0.2
-cycler==0.10.0
-datasets==1.9.1.dev0
-decorator==5.0.9
-dill==0.3.4
-dm-tree==0.1.6
-docker-pycreds==0.4.0
-filelock==3.0.12
-flatbuffers==2.0
-flax==0.3.4
-fsspec==2021.6.1
-gitdb==4.0.7
-gitpython==3.1.18
-google-auth-oauthlib==0.4.4
-google-auth==1.32.1
-grpcio==1.38.1
-huggingface-hub==0.0.12
-idna==2.10
-ipdb==0.13.9
-ipython-genutils==0.2.0
-ipython==7.25.0
-jax==0.2.16
-jaxlib==0.1.68
-jedi==0.18.0
-joblib==1.0.1
-kiwisolver==1.3.1
-libtpu-nightly==0.1.dev20210615
-markdown==3.3.4
-matplotlib-inline==0.1.2
-matplotlib==3.4.2
-msgpack==1.0.2
-multidict==5.1.0
-multiprocess==0.70.12.2
-numpy==1.21.0
-oauthlib==3.1.1
-opt-einsum==3.3.0
-optax==0.0.9
-packaging==21.0
-pandas==1.3.0
-parso==0.8.2
-pathtools==0.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pillow==8.3.1
-pip==20.0.2
-pkg-resources==0.0.0
-promise==2.3
-prompt-toolkit==3.0.19
-protobuf==3.17.3
-psutil==5.8.0
-ptyprocess==0.7.0
-pyarrow==4.0.1
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pygments==2.9.0
-pyparsing==2.4.7
-python-dateutil==2.8.1
-pytz==2021.1
-pyyaml==5.4.1
-regex==2021.7.6
-requests-oauthlib==1.3.0
-requests==2.25.1
-rsa==4.7.2
-sacremoses==0.0.45
-scipy==1.7.0
-sentry-sdk==1.3.0
-setuptools==44.0.0
-shortuuid==1.0.1
-six==1.16.0
-smmap==4.0.0
-subprocess32==3.5.4
-tensorboard-data-server==0.6.1
-tensorboard-plugin-wit==1.8.0
-tensorboard==2.5.0
-tokenizers==0.10.3
-toml==0.10.2
-toolz==0.11.1
-tqdm==4.61.2
-traitlets==5.0.5
-transformers==4.9.0.dev0
-typing-extensions==3.10.0.0
-urllib3==1.26.6
-wandb==0.10.33
-wcwidth==0.2.5
-werkzeug==2.0.1
-wheel==0.36.2
-xxhash==2.0.2
-yarl==1.6.3
\ No newline at end of file
diff --git a/wandb/run-20210709_125049-89spqu1d/files/wandb-metadata.json b/wandb/run-20210709_125049-89spqu1d/files/wandb-metadata.json
deleted file mode 100644
index 343e746eb949e4a003723a56039d89462a2413d7..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_125049-89spqu1d/files/wandb-metadata.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "os": "Linux-5.4.0-1043-gcp-x86_64-with-glibc2.29",
-    "python": "3.8.10",
-    "heartbeatAt": "2021-07-09T12:50:50.129806",
-    "startedAt": "2021-07-09T12:50:49.337388",
-    "docker": null,
-    "cpu_count": 96,
-    "cuda": null,
-    "args": [
-        "--output_dir=./",
-        "--model_type=roberta",
-        "--config_name=./",
-        "--tokenizer_name=./",
-        "--dataset_name=oscar",
-        "--dataset_config_name=unshuffled_deduplicated_als",
-        "--max_seq_length=128",
-        "--per_device_train_batch_size=4",
-        "--per_device_eval_batch_size=4",
-        "--learning_rate=3e-4",
-        "--warmup_steps=1000",
-        "--overwrite_output_dir",
-        "--num_train_epochs=8"
-    ],
-    "state": "running",
-    "program": "run_mlm_flax.py",
-    "codePath": "run_mlm_flax.py",
-    "git": {
-        "remote": "https://huggingface.co/flax-community/roberta-base-mr",
-        "commit": "faa64e8a79301832a56c78b2b293675039070bb0"
-    },
-    "email": "nipunsadvilkar@gmail.com",
-    "root": "/home/nipunsadvilkar/sample/roberta-base-mr",
-    "host": "t1v-n-112df4a9-w-0",
-    "username": "nipunsadvilkar",
-    "executable": "/home/nipunsadvilkar/roberta_mr_env/bin/python"
-}
diff --git a/wandb/run-20210709_125049-89spqu1d/files/wandb-summary.json b/wandb/run-20210709_125049-89spqu1d/files/wandb-summary.json
deleted file mode 100644
index de417d3d096fef51acb6d8e33bdf6ebbe65a223f..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_125049-89spqu1d/files/wandb-summary.json
+++ /dev/null
@@ -1 +0,0 @@
-{"train_time": 2.8953051567077637, "_runtime": 96, "_timestamp": 1625835145, "_step": 302, "training_learning_rate": {"_type": "histogram", "values": [3, 2, 2, 3, 2, 2, 3, 2, 2, 3, 2, 2, 3, 2, 2, 2, 3, 2, 2, 3, 2, 2, 3, 2, 2, 3, 2, 2, 3, 2, 2, 3], "bins": [0.00012780001270584762, 0.00012849376071244478, 0.00012918750871904194, 0.0001298812567256391, 0.00013057500473223627, 0.00013126876729074866, 0.00013196251529734582, 0.00013265626330394298, 0.00013335001131054014, 0.0001340437593171373, 0.00013473750732373446, 0.00013543125533033162, 0.000136125017888844, 0.00013681876589544117, 0.00013751251390203834, 0.0001382062619086355, 0.00013890000991523266, 0.00013959375792182982, 0.00014028750592842698, 0.00014098125393502414, 0.0001416750019416213, 0.0001423687645001337, 0.00014306251250673085, 0.00014375626051332802, 0.00014445000851992518, 0.00014514375652652234, 0.0001458375045331195, 0.00014653125253971666, 0.00014722501509822905, 0.0001479187631048262, 0.00014861251111142337, 0.00014930625911802053, 0.0001500000071246177]}, "train_step": 500, "train_learning_rate": 0.0001500000071246177, "training_loss": {"_type": "histogram", "values": [1, 0, 1, 2, 2, 1, 2, 2, 2, 6, 3, 2, 2, 2, 6, 2, 3, 3, 0, 3, 5, 3, 3, 2, 2, 3, 1, 1, 1, 2, 5, 2], "bins": [7.636768341064453, 7.65283203125, 7.668895721435547, 7.684959411621094, 7.701023101806641, 7.7170867919921875, 7.733150482177734, 7.749214172363281, 7.765277862548828, 7.781341552734375, 7.797405242919922, 7.813468933105469, 7.829532623291016, 7.8455963134765625, 7.861660003662109, 7.877723693847656, 7.893787384033203, 7.90985107421875, 7.925914764404297, 7.941978454589844, 7.958042144775391, 7.9741058349609375, 7.990169525146484, 8.006233215332031, 8.022296905517578, 8.038360595703125, 8.054424285888672, 8.070487976074219, 8.086551666259766, 8.102615356445312, 8.11867904663086, 8.134742736816406, 8.150806427001953]}, "train_loss": 8.018753051757812}
\ No newline at end of file
diff --git a/wandb/run-20210709_125049-89spqu1d/logs/debug-internal.log b/wandb/run-20210709_125049-89spqu1d/logs/debug-internal.log
deleted file mode 100644
index fd36e5980d25ac99cbdc8bf1ad372c41f372b929..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_125049-89spqu1d/logs/debug-internal.log
+++ /dev/null
@@ -1,1240 +0,0 @@
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-2021-07-09 12:52:26,019 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
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-2021-07-09 12:52:26,020 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,020 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,020 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,021 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,021 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,021 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,021 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,022 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,022 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,022 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,022 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,022 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,023 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,023 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,023 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,023 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,023 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,023 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,024 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,024 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,024 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,024 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,024 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,025 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,025 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,025 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,025 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,026 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,026 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,026 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,026 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,027 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,027 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,027 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,027 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,027 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,028 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,028 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,028 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,028 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,029 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,029 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,029 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,029 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,029 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,029 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,030 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,030 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,030 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,030 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,030 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,031 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,031 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,031 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,031 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,031 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,031 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,032 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,032 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,032 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,032 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,032 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,032 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,033 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,033 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,033 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,034 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,034 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,034 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,034 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,034 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,034 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,035 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,035 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,035 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,035 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,036 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,036 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,036 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,036 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,036 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,037 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,037 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,037 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,037 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,037 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,037 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,038 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,038 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,038 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,038 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,038 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,039 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,039 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,039 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,039 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,039 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,040 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,040 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,040 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,040 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,040 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,041 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,041 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,041 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,041 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,041 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,041 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,042 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,042 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,042 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,042 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,042 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,042 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,043 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,043 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,043 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,043 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,043 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,043 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,044 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,044 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,044 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,045 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,045 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,045 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,045 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,045 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,045 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,046 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,046 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,046 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,046 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,047 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,047 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,047 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,047 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,047 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,048 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,048 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,048 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,048 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,048 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,048 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,049 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,049 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,049 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,049 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,049 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,049 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,050 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,050 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,050 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,050 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,050 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,050 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,051 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,051 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,051 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,051 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,052 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,052 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,052 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,052 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,052 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,052 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,053 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,053 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,053 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,053 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,053 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,053 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,054 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,054 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,054 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,054 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,054 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,055 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,055 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,055 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,055 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,055 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,055 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,056 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,056 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,056 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,056 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,056 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,056 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,057 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,057 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,057 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,058 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,058 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,058 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,058 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,058 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,058 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,059 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,059 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,059 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,059 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,060 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,060 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,060 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,060 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,060 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,060 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,061 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,061 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,061 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,061 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,061 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,062 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,062 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,062 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,062 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,062 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,062 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,063 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,063 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,063 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,063 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,063 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,063 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,064 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,064 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,064 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,064 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,065 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,065 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,065 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,065 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,065 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,066 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,066 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,066 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,066 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,066 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,066 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,067 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,067 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,067 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,067 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,067 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,067 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,068 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,068 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,068 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,068 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,069 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,069 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,069 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,069 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,069 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,069 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,070 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,070 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,070 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,070 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,070 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,071 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,071 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,071 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,071 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,071 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,071 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,072 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,072 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,072 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,072 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,072 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,073 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,073 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,073 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,073 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,074 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,074 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,074 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,074 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,074 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,074 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,075 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,075 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,075 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,075 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,075 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,076 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,076 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,076 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,076 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,076 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,077 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,077 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,077 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,077 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,077 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,078 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,078 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,078 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,078 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,078 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,078 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,079 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,079 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,079 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,079 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,079 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,079 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,080 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,080 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,080 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,080 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,080 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,081 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,081 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,081 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,081 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,081 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,082 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,082 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,082 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,082 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,082 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,082 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,083 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,083 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,083 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,083 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,083 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,084 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,084 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,084 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,084 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,084 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,084 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,085 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,085 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,085 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,085 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,085 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,085 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,086 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,086 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,086 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,086 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,087 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,087 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,087 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,087 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,087 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,088 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,088 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,088 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,088 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,088 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,088 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,089 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,089 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,089 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,089 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,089 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,090 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,090 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,090 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,090 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,091 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,091 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,091 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,091 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,091 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,091 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,092 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,092 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,092 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,092 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,092 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,092 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,093 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,093 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,093 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,093 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,093 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,093 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,094 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,094 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,094 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,094 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,094 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,095 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,095 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,095 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,095 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,095 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,096 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,096 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,096 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,096 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,096 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,097 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,097 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,097 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,097 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,097 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,097 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,098 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,098 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,098 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,098 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,098 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,099 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,099 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,099 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,099 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,099 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,100 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,100 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,100 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,100 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,100 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,101 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,101 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,101 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,101 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,101 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,101 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,102 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,102 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,102 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,102 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,102 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,102 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,103 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,103 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,103 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,103 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,104 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,104 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,104 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,104 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,104 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,105 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,105 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,105 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,105 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,105 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,105 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,106 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,106 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,106 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,106 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,106 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,107 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,107 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,107 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,107 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,107 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,108 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,108 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,108 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,108 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,108 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,109 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,109 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,109 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,109 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,109 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,109 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,110 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,110 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,110 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,110 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,110 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,110 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,111 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,111 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,111 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,111 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,112 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,112 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,112 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,112 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,112 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,113 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,113 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,113 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,113 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,113 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,113 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,114 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,114 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,114 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,114 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,114 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,114 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,115 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,115 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,115 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,115 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,115 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,116 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,116 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,116 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,116 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,117 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,117 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,117 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,117 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,117 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,117 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,118 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,118 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,118 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,118 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,119 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,119 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,119 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,119 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,119 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,120 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,120 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,120 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,120 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,120 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,120 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,121 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,121 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,121 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,121 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,121 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,122 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,122 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,122 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,122 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,122 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,122 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,123 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,123 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,123 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,123 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,124 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,124 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,124 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,124 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,124 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,124 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,125 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,125 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,125 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,125 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,125 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,125 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,126 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,126 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,126 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,126 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,126 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,127 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,127 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,127 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,127 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,127 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,128 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,128 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,128 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,128 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,128 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,129 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,129 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,129 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,129 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,129 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,129 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,130 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,130 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,130 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,130 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,130 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,131 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,131 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,131 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,131 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,131 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,132 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,132 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,132 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,132 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,132 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,133 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,133 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,133 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,133 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,133 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,133 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,134 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,134 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,134 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,134 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,134 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,134 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,135 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,135 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,135 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,135 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,135 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,136 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,136 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,136 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,136 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,137 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,137 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,137 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,137 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,137 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,137 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,138 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,138 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,138 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,138 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,139 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,139 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,139 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,139 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,139 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,140 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,140 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,140 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,140 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,140 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
-2021-07-09 12:52:26,140 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 12:52:26,141 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 12:52:26,141 DEBUG   SenderThread:37232 [sender.py:send():179] send: history
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-2021-07-09 13:04:22,355 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: stop_status
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-2021-07-09 13:04:48,276 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:48,277 DEBUG   SenderThread:37232 [sender.py:send():179] send: telemetry
-2021-07-09 13:04:48,277 DEBUG   SenderThread:37232 [sender.py:send():179] send: exit
-2021-07-09 13:04:48,277 INFO    SenderThread:37232 [sender.py:send_exit():287] handling exit code: 0
-2021-07-09 13:04:48,277 INFO    SenderThread:37232 [sender.py:send_exit():295] send defer
-2021-07-09 13:04:48,277 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:48,278 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:48,278 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 0
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-2021-07-09 13:04:48,278 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 0
-2021-07-09 13:04:48,278 INFO    SenderThread:37232 [sender.py:transition_state():308] send defer: 1
-2021-07-09 13:04:48,278 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:48,278 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 1
-2021-07-09 13:04:48,366 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:04:48,366 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 1
-2021-07-09 13:04:48,367 INFO    SenderThread:37232 [sender.py:transition_state():308] send defer: 2
-2021-07-09 13:04:48,367 DEBUG   SenderThread:37232 [sender.py:send():179] send: stats
-2021-07-09 13:04:48,367 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:48,367 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 2
-2021-07-09 13:04:48,367 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:04:48,368 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 2
-2021-07-09 13:04:48,368 INFO    SenderThread:37232 [sender.py:transition_state():308] send defer: 3
-2021-07-09 13:04:48,368 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:48,368 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 3
-2021-07-09 13:04:48,368 DEBUG   SenderThread:37232 [sender.py:send():179] send: summary
-2021-07-09 13:04:48,369 INFO    SenderThread:37232 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:04:48,369 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:04:48,369 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 3
-2021-07-09 13:04:48,369 INFO    SenderThread:37232 [sender.py:transition_state():308] send defer: 4
-2021-07-09 13:04:48,369 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:48,370 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 4
-2021-07-09 13:04:48,370 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:04:48,370 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 4
-2021-07-09 13:04:48,379 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:48,438 INFO    Thread-8  :37232 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/wandb-summary.json
-2021-07-09 13:04:48,439 INFO    Thread-8  :37232 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/output.log
-2021-07-09 13:04:48,439 INFO    SenderThread:37232 [sender.py:transition_state():308] send defer: 5
-2021-07-09 13:04:48,439 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:48,440 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:48,440 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 5
-2021-07-09 13:04:48,440 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:04:48,440 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 5
-2021-07-09 13:04:48,440 INFO    SenderThread:37232 [dir_watcher.py:finish():282] shutting down directory watcher
-2021-07-09 13:04:48,541 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:49,439 INFO    Thread-8  :37232 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/config.yaml
-2021-07-09 13:04:49,439 INFO    SenderThread:37232 [dir_watcher.py:finish():312] scan: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files
-2021-07-09 13:04:49,440 INFO    SenderThread:37232 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/requirements.txt requirements.txt
-2021-07-09 13:04:49,440 INFO    SenderThread:37232 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/output.log output.log
-2021-07-09 13:04:49,440 INFO    SenderThread:37232 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/wandb-metadata.json wandb-metadata.json
-2021-07-09 13:04:49,440 INFO    SenderThread:37232 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/config.yaml config.yaml
-2021-07-09 13:04:49,440 INFO    SenderThread:37232 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/wandb-summary.json wandb-summary.json
-2021-07-09 13:04:49,440 INFO    SenderThread:37232 [sender.py:transition_state():308] send defer: 6
-2021-07-09 13:04:49,441 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:49,444 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:49,444 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 6
-2021-07-09 13:04:49,446 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:04:49,446 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 6
-2021-07-09 13:04:49,446 INFO    SenderThread:37232 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 13:04:49,542 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:49,542 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:49,643 INFO    Thread-14 :37232 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/config.yaml
-2021-07-09 13:04:49,644 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:49,644 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:49,685 INFO    Thread-12 :37232 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/requirements.txt
-2021-07-09 13:04:49,687 INFO    Thread-15 :37232 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/wandb-summary.json
-2021-07-09 13:04:49,745 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:49,745 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:49,822 INFO    Thread-13 :37232 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/files/output.log
-2021-07-09 13:04:49,846 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:49,847 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:49,948 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:49,948 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:50,022 INFO    Thread-7  :37232 [sender.py:transition_state():308] send defer: 7
-2021-07-09 13:04:50,023 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:50,023 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 7
-2021-07-09 13:04:50,023 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:04:50,023 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 7
-2021-07-09 13:04:50,050 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:50,227 INFO    SenderThread:37232 [sender.py:transition_state():308] send defer: 8
-2021-07-09 13:04:50,227 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:50,228 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:50,228 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 8
-2021-07-09 13:04:50,228 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:04:50,228 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 8
-2021-07-09 13:04:50,228 INFO    SenderThread:37232 [sender.py:transition_state():308] send defer: 9
-2021-07-09 13:04:50,229 DEBUG   SenderThread:37232 [sender.py:send():179] send: final
-2021-07-09 13:04:50,229 DEBUG   SenderThread:37232 [sender.py:send():179] send: footer
-2021-07-09 13:04:50,229 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:04:50,229 INFO    HandlerThread:37232 [handler.py:handle_request_defer():141] handle defer: 9
-2021-07-09 13:04:50,229 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:04:50,229 INFO    SenderThread:37232 [sender.py:send_request_defer():304] handle sender defer: 9
-2021-07-09 13:04:50,329 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:04:50,329 DEBUG   SenderThread:37232 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:04:50,329 INFO    SenderThread:37232 [file_pusher.py:join():182] waiting for file pusher
-2021-07-09 13:04:50,330 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: get_summary
-2021-07-09 13:04:50,331 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: sampled_history
-2021-07-09 13:04:50,332 DEBUG   HandlerThread:37232 [handler.py:handle_request():124] handle_request: shutdown
-2021-07-09 13:04:50,332 INFO    HandlerThread:37232 [handler.py:finish():638] shutting down handler
-2021-07-09 13:04:51,229 INFO    WriterThread:37232 [datastore.py:close():288] close: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/run-89spqu1d.wandb
-2021-07-09 13:04:51,330 INFO    SenderThread:37232 [sender.py:finish():945] shutting down sender
-2021-07-09 13:04:51,330 INFO    SenderThread:37232 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 13:04:51,330 INFO    SenderThread:37232 [file_pusher.py:join():182] waiting for file pusher
-2021-07-09 13:04:51,332 INFO    MainThread:37232 [internal.py:handle_exit():78] Internal process exited
diff --git a/wandb/run-20210709_125049-89spqu1d/logs/debug.log b/wandb/run-20210709_125049-89spqu1d/logs/debug.log
deleted file mode 100644
index f16e46ce17a910c434a714b562ac800ef11bccd2..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_125049-89spqu1d/logs/debug.log
+++ /dev/null
@@ -1,114 +0,0 @@
-2021-07-09 12:50:49,339 INFO    MainThread:36178 [wandb_setup.py:_flush():69] Unhandled environment var: WANDB_WATCH
-2021-07-09 12:50:49,339 INFO    MainThread:36178 [wandb_setup.py:_flush():69] setting env: {'project': 'hf-flax-robert-base-mr', 'entity': 'nipunsadvilkar'}
-2021-07-09 12:50:49,339 INFO    MainThread:36178 [wandb_setup.py:_flush():69] setting login settings: {}
-2021-07-09 12:50:49,339 INFO    MainThread:36178 [wandb_init.py:_log_setup():337] Logging user logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/logs/debug.log
-2021-07-09 12:50:49,339 INFO    MainThread:36178 [wandb_init.py:_log_setup():338] Logging internal logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_125049-89spqu1d/logs/debug-internal.log
-2021-07-09 12:50:49,339 INFO    MainThread:36178 [wandb_init.py:init():370] calling init triggers
-2021-07-09 12:50:49,339 INFO    MainThread:36178 [wandb_init.py:init():375] wandb.init called with sweep_config: {}
-config: {}
-2021-07-09 12:50:49,339 INFO    MainThread:36178 [wandb_init.py:init():419] starting backend
-2021-07-09 12:50:49,339 INFO    MainThread:36178 [backend.py:_multiprocessing_setup():70] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
-2021-07-09 12:50:49,373 INFO    MainThread:36178 [backend.py:ensure_launched():135] starting backend process...
-2021-07-09 12:50:49,407 INFO    MainThread:36178 [backend.py:ensure_launched():139] started backend process with pid: 37232
-2021-07-09 12:50:49,409 INFO    MainThread:36178 [wandb_init.py:init():424] backend started and connected
-2021-07-09 12:50:49,412 INFO    MainThread:36178 [wandb_init.py:init():472] updated telemetry
-2021-07-09 12:50:49,413 INFO    MainThread:36178 [wandb_init.py:init():491] communicating current version
-2021-07-09 12:50:50,062 INFO    MainThread:36178 [wandb_init.py:init():496] got version response 
-2021-07-09 12:50:50,062 INFO    MainThread:36178 [wandb_init.py:init():504] communicating run to backend with 30 second timeout
-2021-07-09 12:50:50,127 INFO    MainThread:36178 [wandb_init.py:init():529] starting run threads in backend
-2021-07-09 12:50:50,186 INFO    MainThread:36178 [wandb_run.py:_console_start():1623] atexit reg
-2021-07-09 12:50:50,187 INFO    MainThread:36178 [wandb_run.py:_redirect():1497] redirect: SettingsConsole.REDIRECT
-2021-07-09 12:50:50,187 INFO    MainThread:36178 [wandb_run.py:_redirect():1502] Redirecting console.
-2021-07-09 12:50:50,189 INFO    MainThread:36178 [wandb_run.py:_redirect():1558] Redirects installed.
-2021-07-09 12:50:50,189 INFO    MainThread:36178 [wandb_init.py:init():554] run started, returning control to user process
-2021-07-09 12:50:50,190 INFO    MainThread:36178 [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/Jul09_12-50-44_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': './', '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': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'push_to_hub_model_id': '', 'push_to_hub_organization': None, 'push_to_hub_token': None, 'mp_parameters': ''}
-2021-07-09 12:50:50,191 INFO    MainThread:36178 [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'}
-2021-07-09 12:50:50,192 INFO    MainThread:36178 [wandb_run.py:_config_callback():872] config_cb None None {'dataset_name': 'oscar', 'dataset_config_name': 'unshuffled_deduplicated_als', 'train_file': None, 'validation_file': None, '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}
-2021-07-09 13:04:45,688 INFO    MainThread:36178 [wandb_run.py:_atexit_cleanup():1593] got exitcode: 0
-2021-07-09 13:04:45,689 INFO    MainThread:36178 [wandb_run.py:_restore():1565] restore
-2021-07-09 13:04:48,278 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 1200
-}
-
-2021-07-09 13:04:48,440 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 1200
-}
-
-2021-07-09 13:04:49,441 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 3
-}
-pusher_stats {
-  uploaded_bytes: 1200
-  total_bytes: 30159
-}
-
-2021-07-09 13:04:49,543 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 36687
-  total_bytes: 36687
-}
-
-2021-07-09 13:04:49,644 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 36687
-  total_bytes: 36687
-}
-
-2021-07-09 13:04:49,746 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 36687
-  total_bytes: 36687
-}
-
-2021-07-09 13:04:49,847 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 36687
-  total_bytes: 36687
-}
-
-2021-07-09 13:04:49,949 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 36687
-  total_bytes: 36687
-}
-
-2021-07-09 13:04:50,228 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 36687
-  total_bytes: 36687
-}
-
-2021-07-09 13:04:50,330 INFO    MainThread:36178 [wandb_run.py:_wait_for_finish():1715] got exit ret: done: true
-exit_result {
-}
-file_counts {
-  wandb_count: 5
-}
-pusher_stats {
-  uploaded_bytes: 36687
-  total_bytes: 36687
-}
-
-2021-07-09 13:04:51,404 INFO    MainThread:36178 [wandb_run.py:_show_summary():1870] rendering summary
-2021-07-09 13:04:51,404 INFO    MainThread:36178 [wandb_run.py:_show_history():1908] rendering history
-2021-07-09 13:04:51,405 INFO    MainThread:36178 [wandb_run.py:_show_files():1937] logging synced files
diff --git a/wandb/run-20210709_125049-89spqu1d/run-89spqu1d.wandb b/wandb/run-20210709_125049-89spqu1d/run-89spqu1d.wandb
deleted file mode 100644
index ac90648e0c3543667d562c273ff4b3a5eb496bff..0000000000000000000000000000000000000000
Binary files a/wandb/run-20210709_125049-89spqu1d/run-89spqu1d.wandb and /dev/null differ
diff --git a/wandb/run-20210709_132941-xrzp5klf/files/config.yaml b/wandb/run-20210709_132941-xrzp5klf/files/config.yaml
deleted file mode 100644
index 13edf918e4c23d301ffe12993aacfb2a12634334..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_132941-xrzp5klf/files/config.yaml
+++ /dev/null
@@ -1,23 +0,0 @@
-wandb_version: 1
-
-_wandb:
-  desc: null
-  value:
-    cli_version: 0.10.33
-    framework: huggingface
-    huggingface_version: 4.9.0.dev0
-    is_jupyter_run: false
-    is_kaggle_kernel: false
-    python_version: 3.8.10
-    t:
-      1:
-      - 3
-      - 11
-      2:
-      - 3
-      - 11
-      4: 3.8.10
-      5: 0.10.33
-      6: 4.9.0.dev0
-      8:
-      - 5
diff --git a/wandb/run-20210709_132941-xrzp5klf/files/events.out.tfevents.1625837383.t1v-n-112df4a9-w-0.40707.3.v2 b/wandb/run-20210709_132941-xrzp5klf/files/events.out.tfevents.1625837383.t1v-n-112df4a9-w-0.40707.3.v2
deleted file mode 120000
index 02e41f944bffd22256d3fcd23ecd4de8ddd86bb9..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_132941-xrzp5klf/files/events.out.tfevents.1625837383.t1v-n-112df4a9-w-0.40707.3.v2
+++ /dev/null
@@ -1 +0,0 @@
-/home/nipunsadvilkar/sample/roberta-base-mr/events.out.tfevents.1625837383.t1v-n-112df4a9-w-0.40707.3.v2
\ No newline at end of file
diff --git a/wandb/run-20210709_132941-xrzp5klf/files/output.log b/wandb/run-20210709_132941-xrzp5klf/files/output.log
deleted file mode 100644
index 15010660537ae805f6e9739ab98c552e057d1347..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_132941-xrzp5klf/files/output.log
+++ /dev/null
@@ -1,38 +0,0 @@
-2021-07-09 13:29:43.266078: 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
-2021-07-09 13:29:43.266109: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303)
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
-Epoch ... (1/8):   0%|                                                                                                                                  | 0/8 [00:00<?, ?it/s]
-
-
-Epoch ... (1/8):  12%|███████████████▎                                                                                                          | 1/8 [01:17<09:03, 77.61s/it]
-
-
-Epoch ... (1/8):  25%|██████████████████████████████▌                                                                                           | 2/8 [01:22<03:29, 34.90s/it]
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████▊                                                                            | 3/8 [01:27<01:46, 21.28s/it]
-
-Training...:  51%|██████████████████████████████████████████████████████████████▎                                                            | 72/142 [00:02<00:01, 35.33it/s]
-Step... (500 | Loss: 8.018753051757812, Learning Rate: 0.0001500000071246177)
-
-git-lfs/2.9.2 (GitHub; linux amd64; go 1.13.5)████████████████████████████████████████████████████████████████████████████████████▊            | 9/10 [00:04<00:00,  2.78it/s]
-[13:31:24] - DEBUG - huggingface_hub.repository - [Repository] is a valid git repo
-[13:31:35] - INFO - huggingface_hub.repository - Uploading LFS objects: 100% (2/2), 499 MB | 0 B/s, done.
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  50%|████████████████████████████████████▌                                    | 4/8 [01:49<01:26, 21.60s/it]
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  62%|█████████████████████████████████████████████▋                           | 5/8 [01:54<00:46, 15.52s/it]
-
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  75%|██████████████████████████████████████████████████████▊                  | 6/8 [01:59<00:23, 11.93s/it]
-
-Step... (500 | Loss: 8.205772399902344, Acc: 0.0773010179400444):  88%|███████████████████████████████████████████████████████████████▉         | 7/8 [02:05<00:09,  9.68s/it]
-Training...:   3%|███▍                                                                                                                        | 4/142 [00:00<00:03, 35.60it/s]
-Evaluating ...:   0%|                                                                                                                                  | 0/10 [00:00<?, ?it/s]
-git-lfs/2.9.2 (GitHub; linux amd64; go 1.13.5)████████████████████████████████████████████████████████████████████████▌                        | 8/10 [00:00<00:00, 76.30it/s]
-[13:31:54] - DEBUG - huggingface_hub.repository - [Repository] is a valid git repo
-[13:32:05] - INFO - huggingface_hub.repository - Uploading LFS objects: 100% (2/2), 499 MB | 0 B/s, done.
-
-Step... (1000 | Loss: 7.925442218780518, Acc: 0.09575153142213821): 100%|███████████████████████████████████████████████████████████████████████| 8/8 [02:21<00:00, 17.68s/it]
\ No newline at end of file
diff --git a/wandb/run-20210709_132941-xrzp5klf/files/requirements.txt b/wandb/run-20210709_132941-xrzp5klf/files/requirements.txt
deleted file mode 100644
index 483e9f4bbbc7738dd5c5d6d6e41f0e1bfcc1ffce..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_132941-xrzp5klf/files/requirements.txt
+++ /dev/null
@@ -1,110 +0,0 @@
-absl-py==0.13.0
-aiohttp==3.7.4.post0
-astunparse==1.6.3
-async-timeout==3.0.1
-attrs==21.2.0
-backcall==0.2.0
-cachetools==4.2.2
-certifi==2021.5.30
-chardet==4.0.0
-chex==0.0.8
-click==8.0.1
-configparser==5.0.2
-cycler==0.10.0
-datasets==1.9.1.dev0
-decorator==5.0.9
-dill==0.3.4
-dm-tree==0.1.6
-docker-pycreds==0.4.0
-filelock==3.0.12
-flatbuffers==1.12
-flax==0.3.4
-fsspec==2021.6.1
-gast==0.4.0
-gitdb==4.0.7
-gitpython==3.1.18
-google-auth-oauthlib==0.4.4
-google-auth==1.32.1
-google-pasta==0.2.0
-grpcio==1.34.1
-gviz-api==1.9.0
-h5py==3.1.0
-huggingface-hub==0.0.12
-idna==2.10
-ipdb==0.13.9
-ipython-genutils==0.2.0
-ipython==7.25.0
-jax==0.2.16
-jaxlib==0.1.68
-jedi==0.18.0
-joblib==1.0.1
-keras-nightly==2.5.0.dev2021032900
-keras-preprocessing==1.1.2
-kiwisolver==1.3.1
-libtpu-nightly==0.1.dev20210615
-markdown==3.3.4
-matplotlib-inline==0.1.2
-matplotlib==3.4.2
-msgpack==1.0.2
-multidict==5.1.0
-multiprocess==0.70.12.2
-numpy==1.19.5
-oauthlib==3.1.1
-opt-einsum==3.3.0
-optax==0.0.9
-packaging==21.0
-pandas==1.3.0
-parso==0.8.2
-pathtools==0.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pillow==8.3.1
-pip==20.0.2
-pkg-resources==0.0.0
-promise==2.3
-prompt-toolkit==3.0.19
-protobuf==3.17.3
-psutil==5.8.0
-ptyprocess==0.7.0
-pyarrow==4.0.1
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pygments==2.9.0
-pyparsing==2.4.7
-python-dateutil==2.8.1
-pytz==2021.1
-pyyaml==5.4.1
-regex==2021.7.6
-requests-oauthlib==1.3.0
-requests==2.25.1
-rsa==4.7.2
-sacremoses==0.0.45
-scipy==1.7.0
-sentry-sdk==1.3.0
-setuptools==44.0.0
-shortuuid==1.0.1
-six==1.15.0
-smmap==4.0.0
-subprocess32==3.5.4
-tensorboard-data-server==0.6.1
-tensorboard-plugin-profile==2.4.0
-tensorboard-plugin-wit==1.8.0
-tensorboard==2.5.0
-tensorflow-estimator==2.5.0
-tensorflow==2.5.0
-termcolor==1.1.0
-tokenizers==0.10.3
-toml==0.10.2
-toolz==0.11.1
-tqdm==4.61.2
-traitlets==5.0.5
-transformers==4.9.0.dev0
-typing-extensions==3.7.4.3
-urllib3==1.26.6
-wandb==0.10.33
-wcwidth==0.2.5
-werkzeug==2.0.1
-wheel==0.36.2
-wrapt==1.12.1
-xxhash==2.0.2
-yarl==1.6.3
\ No newline at end of file
diff --git a/wandb/run-20210709_132941-xrzp5klf/files/wandb-metadata.json b/wandb/run-20210709_132941-xrzp5klf/files/wandb-metadata.json
deleted file mode 100644
index 6b93b462a967fd41992f4f472079642dd9ffac9d..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_132941-xrzp5klf/files/wandb-metadata.json
+++ /dev/null
@@ -1,43 +0,0 @@
-{
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-    "python": "3.8.10",
-    "heartbeatAt": "2021-07-09T13:29:43.181238",
-    "startedAt": "2021-07-09T13:29:41.399843",
-    "docker": null,
-    "cpu_count": 96,
-    "cuda": null,
-    "args": [
-        "--output_dir=./",
-        "--model_type=roberta",
-        "--config_name=./",
-        "--tokenizer_name=./",
-        "--dataset_name=oscar",
-        "--dataset_config_name=unshuffled_deduplicated_als",
-        "--max_seq_length=128",
-        "--per_device_train_batch_size=4",
-        "--per_device_eval_batch_size=4",
-        "--learning_rate=3e-4",
-        "--warmup_steps=1000",
-        "--overwrite_output_dir",
-        "--num_train_epochs=8",
-        "--report_to",
-        "wandb",
-        "--run_name",
-        "hf-flax-robert-base-mr",
-        "--push_to_hub_model_id=flax-community/roberta-base-mr",
-        "--push_to_hub_token=vdIAyRvCACJNslYtyLHufmNDnUIyknPzUgVDMFiXqJoulvMqjoubonLJzXOJQJczWfRMJumVaMFjGSFVnQAMdswvZkzNIthKrxBeARBXfqnIwjABkKpCbjGEgnkjpjKi",
-        "--push_to_hub"
-    ],
-    "state": "running",
-    "program": "run_mlm_flax.py",
-    "codePath": "run_mlm_flax.py",
-    "git": {
-        "remote": "https://huggingface.co/flax-community/roberta-base-mr",
-        "commit": "ab4056aae280af1a2a1c6738638831a4e7fefb61"
-    },
-    "email": "nipunsadvilkar@gmail.com",
-    "root": "/home/nipunsadvilkar/sample/roberta-base-mr",
-    "host": "t1v-n-112df4a9-w-0",
-    "username": "nipunsadvilkar",
-    "executable": "/home/nipunsadvilkar/roberta_mr_env/bin/python"
-}
diff --git a/wandb/run-20210709_132941-xrzp5klf/files/wandb-summary.json b/wandb/run-20210709_132941-xrzp5klf/files/wandb-summary.json
deleted file mode 100644
index a05a2a263cd855a169220ead5b99bc8a0ae83e3e..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_132941-xrzp5klf/files/wandb-summary.json
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/wandb/run-20210709_132941-xrzp5klf/logs/debug-internal.log b/wandb/run-20210709_132941-xrzp5klf/logs/debug-internal.log
deleted file mode 100644
index 7d561593b20a78d020eecc2cf313c6746e9b0843..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_132941-xrzp5klf/logs/debug-internal.log
+++ /dev/null
@@ -1,674 +0,0 @@
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-2021-07-09 13:31:19,480 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,491 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,502 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,502 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,505 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,510 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,515 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,523 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,523 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,523 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,537 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,537 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,537 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,537 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,538 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,538 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,538 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,538 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,538 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,539 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,539 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,539 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,539 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,540 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,540 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,540 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,540 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,540 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,541 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,541 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,541 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,541 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,541 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,541 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,542 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,542 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,542 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,542 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,542 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,543 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,543 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,543 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,543 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,544 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,544 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,544 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,544 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,544 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,544 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,545 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,545 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,545 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,545 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,545 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,545 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,546 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,546 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,546 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,546 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,546 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,546 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,547 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,547 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,547 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,548 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,548 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,548 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,548 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,548 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,548 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,549 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,549 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,549 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,549 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,549 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,550 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,550 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,550 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,550 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,550 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,551 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,551 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,551 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,551 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,551 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,552 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,552 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,552 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,552 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,552 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,552 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,553 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,553 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,553 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,553 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,553 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,553 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,554 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,554 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,554 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,554 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,554 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,554 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,555 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,555 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,555 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,555 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,555 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,555 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,556 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,556 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,556 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,556 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,556 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,556 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,557 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,557 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,557 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,557 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,557 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,557 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,558 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,558 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,558 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,558 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,558 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,559 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,559 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,559 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,559 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,559 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,560 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,560 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,560 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,560 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,560 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,560 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,561 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,561 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,561 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,561 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,561 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,561 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,562 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,562 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,562 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,562 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,562 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,562 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,563 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,563 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,563 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,563 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,563 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,563 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,564 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,564 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,564 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,564 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,564 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,565 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,565 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,565 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,565 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,565 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,565 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,565 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,566 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,566 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,566 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,566 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,566 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,567 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,567 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,567 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,567 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,567 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,567 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,568 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,568 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,568 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,568 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,568 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,568 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,569 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,569 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,569 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,569 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,569 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,569 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,570 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,570 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,570 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,570 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,571 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,571 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,571 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,571 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,571 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,571 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,572 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,572 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,572 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,572 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,572 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,573 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,573 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,573 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,573 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,573 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,573 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,573 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,574 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,574 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,574 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,574 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,574 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,574 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,575 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,575 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,575 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,575 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,575 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,575 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,576 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,576 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,576 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,576 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,576 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,576 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,576 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,577 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,577 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,577 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,577 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,577 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,577 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,578 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,578 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,578 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,578 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,578 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,578 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,578 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,579 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,579 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,579 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,579 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,579 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,579 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,580 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,580 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,580 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,580 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,580 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,581 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,581 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,581 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,581 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,581 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,582 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,582 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,582 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,582 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,582 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,582 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,583 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,583 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,583 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,583 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,583 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,583 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,584 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,584 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,584 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,584 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,584 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,584 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,584 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,585 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,585 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,585 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,585 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,585 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,585 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,586 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,586 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,586 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,586 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,586 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,586 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,587 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,587 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,587 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,587 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,587 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,587 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,588 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,588 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,588 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,588 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,588 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,588 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,589 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,589 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,589 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,589 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,589 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,590 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,590 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,590 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,590 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,590 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,590 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,591 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,591 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,591 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,591 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,591 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,592 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,592 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,592 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,592 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,592 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,592 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,593 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,593 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,593 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,593 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,593 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,593 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,593 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,594 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,594 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,594 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,594 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,594 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,595 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,595 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,595 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,595 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,595 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,595 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,596 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,596 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,596 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,596 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,596 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,596 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,597 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,597 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,597 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,597 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,597 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,597 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,598 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,598 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,598 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,598 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,598 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,598 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,599 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,599 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,599 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,599 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,599 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,599 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,600 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,600 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,600 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,600 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,600 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,600 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,601 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,601 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,601 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,601 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,601 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,602 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,602 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,602 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,602 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,602 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,603 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,603 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,603 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,603 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,603 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,603 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,604 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,604 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,604 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,604 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,604 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,604 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,605 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,605 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,605 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,605 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,605 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,606 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,606 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,606 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,606 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,606 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,606 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,607 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,607 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,607 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,607 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,607 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,607 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,608 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,608 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,608 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,608 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,608 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,609 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,609 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,609 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:19,609 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:19,609 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:19,609 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
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-2021-07-09 13:31:19,610 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
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-2021-07-09 13:31:19,611 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
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-2021-07-09 13:31:19,611 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
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-2021-07-09 13:31:19,612 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
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-2021-07-09 13:31:41,499 DEBUG   SenderThread:41762 [sender.py:send():179] send: stats
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-2021-07-09 13:31:53,536 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
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-2021-07-09 13:31:53,541 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
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-2021-07-09 13:31:53,542 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:53,543 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:53,543 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:53,543 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:53,543 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:53,544 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:53,544 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:53,544 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:53,544 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:53,544 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:53,545 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:53,545 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:53,545 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:53,545 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:53,545 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:53,546 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:53,546 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:53,546 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:53,546 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:53,546 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:53,546 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:53,547 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:53,547 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:53,547 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:53,547 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:31:53,547 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:31:53,548 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:31:54,215 INFO    Thread-8  :41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/events.out.tfevents.1625837383.t1v-n-112df4a9-w-0.40707.3.v2
-2021-07-09 13:31:54,216 INFO    Thread-8  :41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/wandb-summary.json
-2021-07-09 13:31:54,216 INFO    Thread-8  :41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/output.log
-2021-07-09 13:31:56,216 INFO    Thread-8  :41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/output.log
-2021-07-09 13:31:58,588 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: stop_status
-2021-07-09 13:31:58,589 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: stop_status
-2021-07-09 13:32:06,221 INFO    Thread-8  :41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/output.log
-2021-07-09 13:32:08,222 INFO    Thread-8  :41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/output.log
-2021-07-09 13:32:10,223 INFO    Thread-8  :41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/output.log
-2021-07-09 13:32:11,569 DEBUG   SenderThread:41762 [sender.py:send():179] send: stats
-2021-07-09 13:32:11,972 DEBUG   SenderThread:41762 [sender.py:send():179] send: telemetry
-2021-07-09 13:32:11,972 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:32:11,972 DEBUG   SenderThread:41762 [sender.py:send():179] send: exit
-2021-07-09 13:32:11,973 INFO    SenderThread:41762 [sender.py:send_exit():287] handling exit code: 0
-2021-07-09 13:32:11,973 INFO    SenderThread:41762 [sender.py:send_exit():295] send defer
-2021-07-09 13:32:11,973 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:32:11,974 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:32:11,974 INFO    HandlerThread:41762 [handler.py:handle_request_defer():141] handle defer: 0
-2021-07-09 13:32:11,974 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:32:11,974 INFO    SenderThread:41762 [sender.py:send_request_defer():304] handle sender defer: 0
-2021-07-09 13:32:11,974 INFO    SenderThread:41762 [sender.py:transition_state():308] send defer: 1
-2021-07-09 13:32:11,974 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:32:11,974 INFO    HandlerThread:41762 [handler.py:handle_request_defer():141] handle defer: 1
-2021-07-09 13:32:12,071 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:32:12,071 INFO    SenderThread:41762 [sender.py:send_request_defer():304] handle sender defer: 1
-2021-07-09 13:32:12,071 INFO    SenderThread:41762 [sender.py:transition_state():308] send defer: 2
-2021-07-09 13:32:12,071 DEBUG   SenderThread:41762 [sender.py:send():179] send: stats
-2021-07-09 13:32:12,072 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:32:12,072 INFO    HandlerThread:41762 [handler.py:handle_request_defer():141] handle defer: 2
-2021-07-09 13:32:12,224 INFO    Thread-8  :41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/output.log
-2021-07-09 13:32:13,225 INFO    Thread-8  :41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/config.yaml
-2021-07-09 13:32:18,572 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:32:18,572 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:32:18,573 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:32:18,573 INFO    SenderThread:41762 [sender.py:send_request_defer():304] handle sender defer: 2
-2021-07-09 13:32:18,573 INFO    SenderThread:41762 [sender.py:transition_state():308] send defer: 3
-2021-07-09 13:32:18,573 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:32:18,573 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:32:18,574 DEBUG   SenderThread:41762 [sender.py:send():179] send: history
-2021-07-09 13:32:18,574 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:32:18,576 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:32:18,576 INFO    HandlerThread:41762 [handler.py:handle_request_defer():141] handle defer: 3
-2021-07-09 13:32:18,577 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:32:18,577 DEBUG   SenderThread:41762 [sender.py:send():179] send: summary
-2021-07-09 13:32:18,578 INFO    SenderThread:41762 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-09 13:32:18,578 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:32:18,578 INFO    SenderThread:41762 [sender.py:send_request_defer():304] handle sender defer: 3
-2021-07-09 13:32:18,578 INFO    SenderThread:41762 [sender.py:transition_state():308] send defer: 4
-2021-07-09 13:32:18,578 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:32:18,578 INFO    HandlerThread:41762 [handler.py:handle_request_defer():141] handle defer: 4
-2021-07-09 13:32:18,579 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:32:18,579 INFO    SenderThread:41762 [sender.py:send_request_defer():304] handle sender defer: 4
-2021-07-09 13:32:18,579 INFO    SenderThread:41762 [sender.py:transition_state():308] send defer: 5
-2021-07-09 13:32:18,579 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:32:18,579 INFO    HandlerThread:41762 [handler.py:handle_request_defer():141] handle defer: 5
-2021-07-09 13:32:18,579 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:32:18,579 INFO    SenderThread:41762 [sender.py:send_request_defer():304] handle sender defer: 5
-2021-07-09 13:32:18,579 INFO    SenderThread:41762 [dir_watcher.py:finish():282] shutting down directory watcher
-2021-07-09 13:32:18,678 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:32:19,227 INFO    SenderThread:41762 [dir_watcher.py:_on_file_modified():229] file/dir modified: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/wandb-summary.json
-2021-07-09 13:32:19,227 INFO    SenderThread:41762 [dir_watcher.py:finish():312] scan: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files
-2021-07-09 13:32:19,227 INFO    SenderThread:41762 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/requirements.txt requirements.txt
-2021-07-09 13:32:19,228 INFO    SenderThread:41762 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/events.out.tfevents.1625837383.t1v-n-112df4a9-w-0.40707.3.v2 events.out.tfevents.1625837383.t1v-n-112df4a9-w-0.40707.3.v2
-2021-07-09 13:32:19,228 INFO    SenderThread:41762 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/output.log output.log
-2021-07-09 13:32:19,228 INFO    SenderThread:41762 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/wandb-metadata.json wandb-metadata.json
-2021-07-09 13:32:19,228 INFO    SenderThread:41762 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/config.yaml config.yaml
-2021-07-09 13:32:19,229 INFO    SenderThread:41762 [dir_watcher.py:finish():318] scan save: /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/wandb-summary.json wandb-summary.json
-2021-07-09 13:32:19,229 INFO    SenderThread:41762 [sender.py:transition_state():308] send defer: 6
-2021-07-09 13:32:19,229 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:32:19,233 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:32:19,233 INFO    HandlerThread:41762 [handler.py:handle_request_defer():141] handle defer: 6
-2021-07-09 13:32:19,233 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: defer
-2021-07-09 13:32:19,233 INFO    SenderThread:41762 [sender.py:send_request_defer():304] handle sender defer: 6
-2021-07-09 13:32:19,233 INFO    SenderThread:41762 [file_pusher.py:finish():177] shutting down file pusher
-2021-07-09 13:32:19,331 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:32:19,331 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:32:19,433 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:32:19,433 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:32:19,444 INFO    Thread-19 :41762 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/config.yaml
-2021-07-09 13:32:19,448 INFO    Thread-18 :41762 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/output.log
-2021-07-09 13:32:19,449 INFO    Thread-16 :41762 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/requirements.txt
-2021-07-09 13:32:19,460 INFO    Thread-17 :41762 [upload_job.py:push():137] Uploaded file /tmp/tmp2vrml8zwwandb/1110a0ll-events.out.tfevents.1625837383.t1v-n-112df4a9-w-0.40707.3.v2
-2021-07-09 13:32:19,462 INFO    Thread-20 :41762 [upload_job.py:push():137] Uploaded file /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/files/wandb-summary.json
-2021-07-09 13:32:19,535 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:32:19,535 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:32:19,636 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: poll_exit
-2021-07-09 13:32:19,637 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: poll_exit
-2021-07-09 13:32:19,663 INFO    Thread-7  :41762 [sender.py:transition_state():308] send defer: 7
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-2021-07-09 13:32:19,712 DEBUG   HandlerThread:41762 [handler.py:handle_request():124] handle_request: defer
-2021-07-09 13:32:19,712 INFO    HandlerThread:41762 [handler.py:handle_request_defer():141] handle defer: 8
-2021-07-09 13:32:19,712 DEBUG   SenderThread:41762 [sender.py:send_request():193] send_request: defer
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diff --git a/wandb/run-20210709_132941-xrzp5klf/logs/debug.log b/wandb/run-20210709_132941-xrzp5klf/logs/debug.log
deleted file mode 100644
index 59bf59943e50f34e451e819b20cfc0bebb126591..0000000000000000000000000000000000000000
--- a/wandb/run-20210709_132941-xrzp5klf/logs/debug.log
+++ /dev/null
@@ -1,104 +0,0 @@
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-2021-07-09 13:29:41,401 INFO    MainThread:40707 [wandb_init.py:_log_setup():338] Logging internal logs to /home/nipunsadvilkar/sample/roberta-base-mr/wandb/run-20210709_132941-xrzp5klf/logs/debug-internal.log
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-2021-07-09 13:29:41,401 INFO    MainThread:40707 [wandb_init.py:init():375] wandb.init called with sweep_config: {}
-config: {}
-2021-07-09 13:29:41,401 INFO    MainThread:40707 [wandb_init.py:init():419] starting backend
-2021-07-09 13:29:41,401 INFO    MainThread:40707 [backend.py:_multiprocessing_setup():70] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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-2021-07-09 13:29:41,461 INFO    MainThread:40707 [wandb_init.py:init():424] backend started and connected
-2021-07-09 13:29:41,463 INFO    MainThread:40707 [wandb_init.py:init():472] updated telemetry
-2021-07-09 13:29:41,464 INFO    MainThread:40707 [wandb_init.py:init():491] communicating current version
-2021-07-09 13:29:42,080 INFO    MainThread:40707 [wandb_init.py:init():496] got version response 
-2021-07-09 13:29:42,080 INFO    MainThread:40707 [wandb_init.py:init():504] communicating run to backend with 30 second timeout
-2021-07-09 13:29:42,149 INFO    MainThread:40707 [wandb_init.py:init():529] starting run threads in backend
-2021-07-09 13:29:43,214 INFO    MainThread:40707 [wandb_run.py:_console_start():1623] atexit reg
-2021-07-09 13:29:43,215 INFO    MainThread:40707 [wandb_run.py:_redirect():1497] redirect: SettingsConsole.REDIRECT
-2021-07-09 13:29:43,215 INFO    MainThread:40707 [wandb_run.py:_redirect():1502] Redirecting console.
-2021-07-09 13:29:43,218 INFO    MainThread:40707 [wandb_run.py:_redirect():1558] Redirects installed.
-2021-07-09 13:29:43,218 INFO    MainThread:40707 [wandb_init.py:init():554] run started, returning control to user process
-2021-07-09 13:29:43,276 INFO    MainThread:40707 [wandb_run.py:_tensorboard_callback():943] tensorboard callback: ., None
-2021-07-09 13:32:09,325 INFO    MainThread:40707 [wandb_run.py:_atexit_cleanup():1593] got exitcode: 0
-2021-07-09 13:32:09,325 INFO    MainThread:40707 [wandb_run.py:_restore():1565] restore
-2021-07-09 13:32:11,974 INFO    MainThread:40707 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 1
-  other_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 12680
-  total_bytes: 12680
-}
-
-2021-07-09 13:32:17,075 INFO    MainThread:40707 [wandb_run.py:_wait_for_finish():1715] got exit ret: None
-2021-07-09 13:32:18,577 INFO    MainThread:40707 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 1
-  other_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 12680
-  total_bytes: 12680
-}
-
-2021-07-09 13:32:19,230 INFO    MainThread:40707 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 2
-  other_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 12680
-  total_bytes: 14613
-}
-
-2021-07-09 13:32:19,332 INFO    MainThread:40707 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-  other_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 21518
-  total_bytes: 21518
-}
-
-2021-07-09 13:32:19,434 INFO    MainThread:40707 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-  other_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 21518
-  total_bytes: 21518
-}
-
-2021-07-09 13:32:19,536 INFO    MainThread:40707 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-  other_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 21518
-  total_bytes: 21518
-}
-
-2021-07-09 13:32:19,637 INFO    MainThread:40707 [wandb_run.py:_wait_for_finish():1715] got exit ret: file_counts {
-  wandb_count: 5
-  other_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 21518
-  total_bytes: 21518
-}
-
-2021-07-09 13:32:19,740 INFO    MainThread:40707 [wandb_run.py:_wait_for_finish():1715] got exit ret: done: true
-exit_result {
-}
-file_counts {
-  wandb_count: 5
-  other_count: 1
-}
-pusher_stats {
-  uploaded_bytes: 21518
-  total_bytes: 21518
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-
-2021-07-09 13:32:20,981 INFO    MainThread:40707 [wandb_run.py:_show_summary():1870] rendering summary
-2021-07-09 13:32:20,982 INFO    MainThread:40707 [wandb_run.py:_show_history():1908] rendering history
-2021-07-09 13:32:20,982 INFO    MainThread:40707 [wandb_run.py:_show_files():1937] logging synced files
diff --git a/wandb/run-20210709_132941-xrzp5klf/run-xrzp5klf.wandb b/wandb/run-20210709_132941-xrzp5klf/run-xrzp5klf.wandb
deleted file mode 100644
index b49707710c8ef34b83723d069b13ef5e8bb5d949..0000000000000000000000000000000000000000
Binary files a/wandb/run-20210709_132941-xrzp5klf/run-xrzp5klf.wandb and /dev/null differ
diff --git a/wandb/run-20210710_112910-2mowkjdf/files/config.yaml b/wandb/run-20210710_112910-2mowkjdf/files/config.yaml
deleted file mode 100644
index 51eae7d5918f960bdf0a819ab03ad701136342d4..0000000000000000000000000000000000000000
--- a/wandb/run-20210710_112910-2mowkjdf/files/config.yaml
+++ /dev/null
@@ -1,303 +0,0 @@
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-
-_wandb:
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-    framework: huggingface
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-    t:
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-  value: ./runs/Jul10_11-28-59_t1v-n-112df4a9-w-0
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-overwrite_cache:
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-  value: null
-push_to_hub:
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-  value: true
-push_to_hub_model_id:
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-  value: flax-community/roberta-base-mr
-push_to_hub_organization:
-  desc: null
-  value: null
-push_to_hub_token:
-  desc: null
-  value: vdIAyRvCACJNslYtyLHufmNDnUIyknPzUgVDMFiXqJoulvMqjoubonLJzXOJQJczWfRMJumVaMFjGSFVnQAMdswvZkzNIthKrxBeARBXfqnIwjABkKpCbjGEgnkjpjKi
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-report_to:
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-  value:
-  - wandb
-resume_from_checkpoint:
-  desc: null
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-  value: hf-flax-robert-base-mr
-save_on_each_node:
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-save_strategy:
-  desc: null
-  value: IntervalStrategy.STEPS
-save_total_limit:
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-seed:
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-skip_memory_metrics:
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-tpu_metrics_debug:
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-tpu_num_cores:
-  desc: null
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-train_file:
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-  value: dummy/dummy_mr_train.csv
-train_ref_file:
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-use_fast_tokenizer:
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-  value: true
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diff --git a/wandb/run-20210710_112910-2mowkjdf/files/events.out.tfevents.1625916552.t1v-n-112df4a9-w-0.56815.3.v2 b/wandb/run-20210710_112910-2mowkjdf/files/events.out.tfevents.1625916552.t1v-n-112df4a9-w-0.56815.3.v2
deleted file mode 120000
index 345752edc6f69bc88d7f9ce486daa9785149a459..0000000000000000000000000000000000000000
--- a/wandb/run-20210710_112910-2mowkjdf/files/events.out.tfevents.1625916552.t1v-n-112df4a9-w-0.56815.3.v2
+++ /dev/null
@@ -1 +0,0 @@
-/home/nipunsadvilkar/sample/roberta-base-mr/events.out.tfevents.1625916552.t1v-n-112df4a9-w-0.56815.3.v2
\ No newline at end of file
diff --git a/wandb/run-20210710_112910-2mowkjdf/files/output.log b/wandb/run-20210710_112910-2mowkjdf/files/output.log
deleted file mode 100644
index cac07af7253ce3d000b7e2529d6edc62b8a588d1..0000000000000000000000000000000000000000
--- a/wandb/run-20210710_112910-2mowkjdf/files/output.log
+++ /dev/null
@@ -1,88 +0,0 @@
-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
-2021-07-10 11:29:12.228690: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303)
-/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.
-  warnings.warn(
-/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.
-  warnings.warn(
-Epoch ... (1/8):   0%|                                                                                                                                                                | 0/8 [00:00<?, ?it/s]
-
-
-Epoch ... (1/8):  12%|███████████████████                                                                                                                                     | 1/8 [01:19<09:16, 79.51s/it]
-
-
-Epoch ... (1/8):  25%|██████████████████████████████████████                                                                                                                  | 2/8 [01:24<03:35, 35.84s/it]
-
-Epoch ... (1/8):  38%|█████████████████████████████████████████████████████████                                                                                               | 3/8 [01:30<01:49, 21.92s/it]
-Training...:  38%|██████████████████████████████████████████████████████████▎                                                                                              | 56/147 [00:02<00:02, 31.29it/s]
-Evaluating ...:   0%|                                                                                                                                                                | 0/58 [00:00<?, ?it/s]
-
-Evaluating ...:  47%|██████████████████████████████████████████████████████████████████████▎                                                                                | 27/58 [00:04<00:02, 11.53it/s]
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-git-lfs/2.9.2 (GitHub; linux amd64; go 1.13.5)██████████████████████████████████████████████████████████████████████████████████████████████████████████████▍               | 52/58 [00:04<00:00, 31.08it/s]
-[11:30:56] - DEBUG - huggingface_hub.repository - [Repository] is a valid git repo
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-[11:31:07] - INFO - huggingface_hub.repository -
-Training...:  46%|█████████████████████████████████████████████████████████████████████▋                                                                                   | 67/147 [00:20<00:59,  1.34it/s]
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-
-Step... (500 | Loss: 4.187922477722168, Acc: 0.20929905772209167):  50%|███████████████████████████████████████████████████                                                   | 4/8 [01:53<01:30, 22.62s/it]
-
-
-Step... (500 | Loss: 4.187922477722168, Acc: 0.20929905772209167):  62%|███████████████████████████████████████████████████████████████▊                                      | 5/8 [01:58<00:48, 16.33s/it]
-
-Step... (500 | Loss: 4.187922477722168, Acc: 0.20929905772209167):  75%|████████████████████████████████████████████████████████████████████████████▌                         | 6/8 [02:04<00:25, 12.62s/it]
-
-Training...:  79%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                | 116/147 [00:04<00:01, 25.12it/s]
-Evaluating ...:  40%|███████████████████████████████████████████████████████████▉                                                                                           | 23/58 [00:00<00:00, 73.90it/s]
-Step... (1000 | Loss: 4.1558685302734375, Learning Rate: 0.0003000000142492354)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-	- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
-git-lfs/2.9.2 (GitHub; linux amd64; go 1.13.5)██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏       | 55/58 [00:00<00:00, 75.91it/s]
-[11:31:28] - DEBUG - huggingface_hub.repository - [Repository] is a valid git repo
-huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...
-To disable this warning, you can either:
-	- Avoid using `tokenizers` before the fork if possible
diff --git a/wandb/run-20210710_112910-2mowkjdf/files/requirements.txt b/wandb/run-20210710_112910-2mowkjdf/files/requirements.txt
deleted file mode 100644
index 48b992cf5d599f464a09a6f94d6f4671a7aa624b..0000000000000000000000000000000000000000
--- a/wandb/run-20210710_112910-2mowkjdf/files/requirements.txt
+++ /dev/null
@@ -1,116 +0,0 @@
-absl-py==0.13.0
-aiohttp==3.7.4.post0
-astunparse==1.6.3
-async-timeout==3.0.1
-attrs==21.2.0
-backcall==0.2.0
-cachetools==4.2.2
-certifi==2021.5.30
-chardet==4.0.0
-chex==0.0.8
-click==8.0.1
-configparser==5.0.2
-cycler==0.10.0
-datasets==1.9.1.dev0
-debugpy==1.3.0
-decorator==5.0.9
-dill==0.3.4
-dm-tree==0.1.6
-docker-pycreds==0.4.0
-filelock==3.0.12
-flatbuffers==1.12
-flax==0.3.4
-fsspec==2021.6.1
-gast==0.4.0
-gitdb==4.0.7
-gitpython==3.1.18
-google-auth-oauthlib==0.4.4
-google-auth==1.32.1
-google-pasta==0.2.0
-grpcio==1.34.1
-gviz-api==1.9.0
-h5py==3.1.0
-huggingface-hub==0.0.12
-idna==2.10
-ipdb==0.13.9
-ipykernel==6.0.1
-ipython-genutils==0.2.0
-ipython==7.25.0
-jax==0.2.16
-jaxlib==0.1.68
-jedi==0.18.0
-joblib==1.0.1
-jupyter-client==6.1.12
-jupyter-core==4.7.1
-keras-nightly==2.5.0.dev2021032900
-keras-preprocessing==1.1.2
-kiwisolver==1.3.1
-libtpu-nightly==0.1.dev20210615
-markdown==3.3.4
-matplotlib-inline==0.1.2
-matplotlib==3.4.2
-msgpack==1.0.2
-multidict==5.1.0
-multiprocess==0.70.12.2
-numpy==1.19.5
-oauthlib==3.1.1
-opt-einsum==3.3.0
-optax==0.0.9
-packaging==21.0
-pandas==1.3.0
-parso==0.8.2
-pathtools==0.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pillow==8.3.1
-pip==20.0.2
-pkg-resources==0.0.0
-promise==2.3
-prompt-toolkit==3.0.19
-protobuf==3.17.3
-psutil==5.8.0
-ptyprocess==0.7.0
-pyarrow==4.0.1
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pygments==2.9.0
-pyparsing==2.4.7
-python-dateutil==2.8.1
-pytz==2021.1
-pyyaml==5.4.1
-pyzmq==22.1.0
-regex==2021.7.6
-requests-oauthlib==1.3.0
-requests==2.25.1
-rsa==4.7.2
-sacremoses==0.0.45
-scipy==1.7.0
-sentry-sdk==1.3.0
-setuptools==44.0.0
-shortuuid==1.0.1
-six==1.15.0
-smmap==4.0.0
-subprocess32==3.5.4
-tensorboard-data-server==0.6.1
-tensorboard-plugin-profile==2.4.0
-tensorboard-plugin-wit==1.8.0
-tensorboard==2.5.0
-tensorflow-estimator==2.5.0
-tensorflow==2.5.0
-termcolor==1.1.0
-tokenizers==0.10.3
-toml==0.10.2
-toolz==0.11.1
-tornado==6.1
-tqdm==4.61.2
-traitlets==5.0.5
-transformers==4.9.0.dev0
-typing-extensions==3.7.4.3
-urllib3==1.26.6
-wandb==0.10.33
-wcwidth==0.2.5
-werkzeug==2.0.1
-wheel==0.36.2
-wrapt==1.12.1
-xxhash==2.0.2
-yarl==1.6.3
\ No newline at end of file
diff --git a/wandb/run-20210710_112910-2mowkjdf/files/wandb-metadata.json b/wandb/run-20210710_112910-2mowkjdf/files/wandb-metadata.json
deleted file mode 100644
index 2a8485a467600fbfc71cb5ac856ac4bdc9d03924..0000000000000000000000000000000000000000
--- a/wandb/run-20210710_112910-2mowkjdf/files/wandb-metadata.json
+++ /dev/null
@@ -1,43 +0,0 @@
-{
-    "os": "Linux-5.4.0-1043-gcp-x86_64-with-glibc2.29",
-    "python": "3.8.10",
-    "heartbeatAt": "2021-07-10T11:29:12.123773",
-    "startedAt": "2021-07-10T11:29:10.129593",
-    "docker": null,
-    "cpu_count": 96,
-    "cuda": null,
-    "args": [
-        "--output_dir=./",
-        "--model_type=roberta",
-        "--config_name=./",
-        "--tokenizer_name=./",
-        "--train_file=dummy/dummy_mr_train.csv",
-        "--validation_file=dummy/dummy_mr_validation.csv",
-        "--max_seq_length=128",
-        "--per_device_train_batch_size=4",
-        "--per_device_eval_batch_size=4",
-        "--learning_rate=3e-4",
-        "--warmup_steps=1000",
-        "--overwrite_output_dir",
-        "--num_train_epochs=8",
-        "--report_to",
-        "wandb",
-        "--run_name",
-        "hf-flax-robert-base-mr",
-        "--push_to_hub_model_id=flax-community/roberta-base-mr",
-        "--push_to_hub_token=vdIAyRvCACJNslYtyLHufmNDnUIyknPzUgVDMFiXqJoulvMqjoubonLJzXOJQJczWfRMJumVaMFjGSFVnQAMdswvZkzNIthKrxBeARBXfqnIwjABkKpCbjGEgnkjpjKi",
-        "--push_to_hub"
-    ],
-    "state": "running",
-    "program": "run_mlm_flax.py",
-    "codePath": "run_mlm_flax.py",
-    "git": {
-        "remote": "https://huggingface.co/flax-community/roberta-base-mr",
-        "commit": "709c83d1c85e630bda803b03ce6b3bcc4ce98dc9"
-    },
-    "email": "nipunsadvilkar@gmail.com",
-    "root": "/home/nipunsadvilkar/sample/roberta-base-mr",
-    "host": "t1v-n-112df4a9-w-0",
-    "username": "nipunsadvilkar",
-    "executable": "/home/nipunsadvilkar/roberta_mr_env/bin/python"
-}
diff --git a/wandb/run-20210710_112910-2mowkjdf/files/wandb-summary.json b/wandb/run-20210710_112910-2mowkjdf/files/wandb-summary.json
deleted file mode 100644
index aa9d85c552072ec2ca2d7470cca93371da37c437..0000000000000000000000000000000000000000
--- a/wandb/run-20210710_112910-2mowkjdf/files/wandb-summary.json
+++ /dev/null
@@ -1 +0,0 @@
-{"global_step": 1000, "_timestamp": 1625916686.501994, "train_time": 6.94252872467041, "train_learning_rate": 0.0003000000142492354, "_step": 350, "train_loss": 4.0667924880981445, "eval_accuracy": 0.20929905772209167, "eval_loss": 4.187922477722168}
\ No newline at end of file
diff --git a/wandb/run-20210710_112910-2mowkjdf/logs/debug-internal.log b/wandb/run-20210710_112910-2mowkjdf/logs/debug-internal.log
deleted file mode 100644
index 649b57508fa64d7f02be50fc1825f2dd6d3b7f50..0000000000000000000000000000000000000000
--- a/wandb/run-20210710_112910-2mowkjdf/logs/debug-internal.log
+++ /dev/null
@@ -1,1159 +0,0 @@
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-2021-07-10 11:29:12,154 DEBUG   HandlerThread:58251 [meta.py:_setup_git():207] setup git done
-2021-07-10 11:29:12,154 DEBUG   HandlerThread:58251 [meta.py:_save_pip():57] save pip
-2021-07-10 11:29:12,154 DEBUG   HandlerThread:58251 [meta.py:_save_pip():71] save pip done
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-  log_dir: "."
-  save: true
-}
-
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-2021-07-10 11:31:26,600 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,600 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
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-2021-07-10 11:31:26,612 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,615 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
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-2021-07-10 11:31:26,623 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,628 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
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-2021-07-10 11:31:26,632 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,637 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
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-2021-07-10 11:31:26,651 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,651 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
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-2021-07-10 11:31:26,655 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,655 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
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-2021-07-10 11:31:26,657 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,657 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
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-2021-07-10 11:31:26,658 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,658 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,658 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,658 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,659 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,659 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,659 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,659 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,659 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,660 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,660 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,660 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,660 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,660 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
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-2021-07-10 11:31:26,661 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,661 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,661 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,661 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,662 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,662 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,662 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,662 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,662 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,663 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,663 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,663 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,663 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,663 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,664 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,664 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,664 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,664 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,665 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,665 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,665 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,665 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,665 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,665 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,666 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,666 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,666 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,666 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,667 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,667 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,667 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,667 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,667 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,668 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,668 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,668 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,668 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,668 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,668 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,669 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,669 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,669 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,669 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,669 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,670 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,670 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,670 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,670 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,670 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,670 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,671 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,671 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,671 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,671 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,671 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,672 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,672 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,672 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,672 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,672 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,673 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,673 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,673 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,673 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,673 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,673 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,674 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,674 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,674 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,674 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,674 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,674 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,675 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,675 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,675 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,675 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,675 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,676 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,676 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,676 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,676 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,676 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,676 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,677 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,677 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,677 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,677 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,677 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,678 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,678 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,678 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,678 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,678 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,679 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,679 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,679 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,679 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,679 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,679 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,680 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,680 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,680 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,681 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,681 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,681 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,681 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,682 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,682 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,682 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,682 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,682 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,683 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,683 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,683 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,683 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,683 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,684 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,684 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,684 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,684 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,685 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,685 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,685 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,685 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,685 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,685 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,686 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,686 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,686 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,686 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,686 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,686 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,687 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,687 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,687 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,687 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,688 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,688 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,688 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,688 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,688 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,689 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,689 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,689 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,689 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,689 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,689 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,690 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,690 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,690 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,690 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,690 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,690 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,691 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,691 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,691 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,691 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,691 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,691 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,692 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,692 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,692 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,692 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,692 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,692 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,693 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,693 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,693 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,693 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,693 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,694 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,694 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,694 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,694 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,695 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,695 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,695 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,695 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,696 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,696 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,696 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,696 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,696 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,697 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,697 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,697 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,697 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,697 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,697 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,698 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,698 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,698 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,698 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,698 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,698 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,699 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,699 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,699 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,699 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,699 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,699 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,700 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,700 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,700 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,700 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,701 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,701 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,701 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,701 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,701 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,702 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,702 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,702 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,702 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,702 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,702 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,703 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,703 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,703 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,703 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,703 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,703 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,704 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,704 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,704 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,704 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,704 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,705 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,705 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,705 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,705 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,705 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,705 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,706 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,706 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,706 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,706 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,706 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,706 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,707 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,707 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,707 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,707 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,708 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,708 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,708 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,708 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,708 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,708 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,709 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,709 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,709 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,709 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,709 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,710 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,710 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,710 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,710 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,710 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,711 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,711 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,711 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,711 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,711 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,712 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,712 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,712 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,712 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,712 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,712 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,713 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,713 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,713 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,713 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,713 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,713 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,714 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,714 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,714 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,714 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,714 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,714 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,715 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,715 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,715 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,715 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,715 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,715 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,716 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,716 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,716 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,716 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,716 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,716 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,717 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,717 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,717 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,717 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,717 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,718 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,718 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,718 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,718 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,718 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,719 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,719 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,719 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,719 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,719 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,719 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,720 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,720 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,720 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,720 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,720 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,721 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,721 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,721 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,721 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,721 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,721 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,722 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,722 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,722 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,723 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,723 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,723 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,723 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,723 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,723 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,724 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,724 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,724 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,724 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,724 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,724 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,725 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,725 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,725 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,725 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,725 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,726 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,726 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,726 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,726 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,726 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,727 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,727 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,727 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,727 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,727 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,727 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,728 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,728 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,728 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,728 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,728 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,728 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,729 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,729 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,729 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,729 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,729 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,730 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,730 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,730 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,730 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,730 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,730 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,730 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,731 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,731 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,731 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,731 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,731 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,732 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,732 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,732 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,732 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,732 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,732 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,733 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,733 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,733 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,733 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,733 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,734 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,734 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,734 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,734 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,735 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,735 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,735 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,735 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,735 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,735 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,736 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,736 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,736 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,736 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,736 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,736 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,737 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,737 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,737 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,737 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,737 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,738 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,738 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,738 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,738 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,738 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,739 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,739 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,739 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,739 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,739 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,739 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,740 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,740 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,740 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,740 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,740 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,741 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,741 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,741 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,741 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,741 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,741 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,742 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,742 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,742 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,742 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,742 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,743 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,743 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,743 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,743 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,743 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,743 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,744 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,744 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,744 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,744 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,744 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,744 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,745 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,745 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,745 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,745 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,745 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,746 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,746 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,746 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,746 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,746 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,746 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,747 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,747 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,747 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,747 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,747 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,748 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,748 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,748 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,748 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,748 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,748 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,749 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,749 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,749 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,749 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,749 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,749 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,750 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,750 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,750 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,750 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,750 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,750 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,751 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,751 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,751 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,751 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,751 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,752 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,752 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,752 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,752 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,752 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,753 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,753 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,753 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,753 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,753 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,754 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,754 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,754 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,754 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,754 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,754 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,755 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,755 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,755 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,755 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,756 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,756 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,756 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,756 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,756 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,757 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,757 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,757 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,757 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,757 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,757 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,758 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,758 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,758 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,758 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,758 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,759 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,759 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,759 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,759 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,759 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,760 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,760 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,760 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,760 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,760 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,761 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,761 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,761 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,761 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,761 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,762 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,762 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,762 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,762 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,763 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,763 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,763 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,763 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,763 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,763 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,764 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,764 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,764 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,764 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,765 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,765 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,765 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,765 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,765 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,766 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,766 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,766 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,766 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,766 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,766 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,767 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,767 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,767 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,767 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,767 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,768 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,768 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,768 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,768 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,769 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,769 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,769 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,769 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,769 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,769 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,769 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,770 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,770 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,770 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,770 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,770 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,771 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,771 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,771 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,771 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,771 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,771 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,772 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,772 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
-2021-07-10 11:31:26,772 DEBUG   SenderThread:58251 [sender.py:send():179] send: summary
-2021-07-10 11:31:26,772 INFO    SenderThread:58251 [sender.py:_save_file():841] saving file wandb-summary.json with policy end
-2021-07-10 11:31:26,772 DEBUG   SenderThread:58251 [sender.py:send():179] send: history
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diff --git a/wandb/run-20210710_112910-2mowkjdf/logs/debug.log b/wandb/run-20210710_112910-2mowkjdf/logs/debug.log
deleted file mode 100644
index f1e9792d288192c299fdf76aec0589118694ea26..0000000000000000000000000000000000000000
--- a/wandb/run-20210710_112910-2mowkjdf/logs/debug.log
+++ /dev/null
@@ -1,26 +0,0 @@
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