diff --git "a/wandb/run-20220207_210259-2c5c0c93/files/diff.patch" "b/wandb/run-20220207_210259-2c5c0c93/files/diff.patch"
new file mode 100644--- /dev/null
+++ "b/wandb/run-20220207_210259-2c5c0c93/files/diff.patch"
@@ -0,0 +1,1846 @@
+diff --git a/run.recover.sh b/run.recover.sh
+index cb22ddd..1910986 100755
+--- a/run.recover.sh
++++ b/run.recover.sh
+@@ -5,7 +5,7 @@ WANDB_ENTITY=NbAiLab WANDB_PROJECT=wav2vec2 python run_speech_recognition_ctc.py
+ --dataset_config_name="16K_mp3_bokmaal" \
+ --output_dir="./" \
+ --overwrite_output_dir \
+- --num_train_epochs="18" \
++ --num_train_epochs="11" \
+ --per_device_train_batch_size="16" \
+ --per_device_eval_batch_size="16" \
+ --gradient_accumulation_steps="2" \
+diff --git a/runs/Feb07_09-59-22_dante/events.out.tfevents.1644224417.dante.3002729.0 b/runs/Feb07_09-59-22_dante/events.out.tfevents.1644224417.dante.3002729.0
+index 97f808c..5e2ec46 100644
+--- a/runs/Feb07_09-59-22_dante/events.out.tfevents.1644224417.dante.3002729.0
++++ b/runs/Feb07_09-59-22_dante/events.out.tfevents.1644224417.dante.3002729.0
+@@ -1,3 +1,3 @@
+ version https://git-lfs.github.com/spec/v1
+-oid sha256:e780c588ec22c0b9a1d30c9386f6aeda92a9fe1f0196f71f6b6843e58d91b07a
+-size 30053
++oid sha256:5c8717fc73eeff12290f307d9fa63448656e1eb5636086356a037822bc5a4e31
++size 31156
+diff --git a/special_tokens_map.json b/special_tokens_map.json
+index 9f67b88..ac9d0f5 100644
+--- a/special_tokens_map.json
++++ b/special_tokens_map.json
+@@ -1 +1 @@
+-{"bos_token": "", "eos_token": "", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
+\ No newline at end of file
++{"bos_token": "", "eos_token": "", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
+\ No newline at end of file
+diff --git a/wandb/debug-internal.log b/wandb/debug-internal.log
+index ebb26e4..6a98292 120000
+--- a/wandb/debug-internal.log
++++ b/wandb/debug-internal.log
+@@ -1 +1 @@
+-run-20220207_100018-2lxyvusa/logs/debug-internal.log
+\ No newline at end of file
++run-20220207_210259-2c5c0c93/logs/debug-internal.log
+\ No newline at end of file
+diff --git a/wandb/debug.log b/wandb/debug.log
+index 7da17c3..df8eb71 120000
+--- a/wandb/debug.log
++++ b/wandb/debug.log
+@@ -1 +1 @@
+-run-20220207_100018-2lxyvusa/logs/debug.log
+\ No newline at end of file
++run-20220207_210259-2c5c0c93/logs/debug.log
+\ No newline at end of file
+diff --git a/wandb/latest-run b/wandb/latest-run
+index 97a1950..fc546bc 120000
+--- a/wandb/latest-run
++++ b/wandb/latest-run
+@@ -1 +1 @@
+-run-20220207_100018-2lxyvusa
+\ No newline at end of file
++run-20220207_210259-2c5c0c93
+\ No newline at end of file
+diff --git a/wandb/run-20220207_100018-2lxyvusa/files/config.yaml b/wandb/run-20220207_100018-2lxyvusa/files/config.yaml
+index d0570ee..1fe8516 100644
+--- a/wandb/run-20220207_100018-2lxyvusa/files/config.yaml
++++ b/wandb/run-20220207_100018-2lxyvusa/files/config.yaml
+@@ -4812,7 +4812,15 @@ _wandb:
+ - 3
+ - 5
+ - 11
++ 2:
++ - 1
++ - 2
++ - 3
++ - 5
++ - 11
+ 3:
++ - 1
++ - 7
+ - 13
+ 4: 3.9.7
+ 5: 0.12.9
+diff --git a/wandb/run-20220207_100018-2lxyvusa/files/output.log b/wandb/run-20220207_100018-2lxyvusa/files/output.log
+index 6048d07..0dcde81 100644
+--- a/wandb/run-20220207_100018-2lxyvusa/files/output.log
++++ b/wandb/run-20220207_100018-2lxyvusa/files/output.log
+@@ -13252,3 +13252,582 @@ Deleting older checkpoint [checkpoint-4500] due to args.save_total_limit
+ 0%| | 0/340 [00:00, ?it/s]
+ 0%| | 0/340 [00:00, ?it/s]
+ {'eval_loss': 0.17904675006866455, 'eval_wer': 0.10880798533146381, 'eval_runtime': 379.8173, 'eval_samples_per_second': 14.315, 'eval_steps_per_second': 0.895, 'epoch': 7.41}
++ 0%| | 0/340 [00:00, ?it/s]
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++ 0%| | 0/340 [00:00, ?it/s]
++ 0%| | 0/340 [00:00, ?it/s]
++ 0%| | 0/340 [00:00, ?it/s]
++ 0%| | 0/340 [00:00, ?it/s]
++ 0%| | 0/340 [00:00, ?it/s]
++ 0%| | 0/340 [00:00, ?it/s]
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++{'loss': 0.107, 'learning_rate': 3.617087115362244e-05, 'epoch': 7.48}
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++{'loss': 0.1124, 'learning_rate': 3.5949303795866716e-05, 'epoch': 7.54}
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++{'loss': 0.107, 'learning_rate': 3.5508384753932815e-05, 'epoch': 7.67}
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++{'loss': 0.1027, 'learning_rate': 3.528681739617709e-05, 'epoch': 7.74}
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++{'eval_loss': 0.1813177615404129, 'eval_wer': 0.11143577122574445, 'eval_runtime': 382.3794, 'eval_samples_per_second': 14.219, 'eval_steps_per_second': 0.889, 'epoch': 7.74}
++ _os.mkdir(file, 0o700)/javierr/audio/lib/python3.9/site-packages/huggingface_hub/repository.py", line 331, in lfs_log_progress | 0/340 [00:00, ?it/s]
++ _os.mkdir(file, 0o700)/javierr/audio/lib/python3.9/site-packages/huggingface_hub/repository.py", line 331, in lfs_log_progress | 0/340 [00:00, ?it/s]
++ _os.mkdir(file, 0o700)/javierr/audio/lib/python3.9/site-packages/huggingface_hub/repository.py", line 331, in lfs_log_progress | 0/340 [00:00, ?it/s]
+\ No newline at end of file
+diff --git a/wandb/run-20220207_100018-2lxyvusa/files/wandb-summary.json b/wandb/run-20220207_100018-2lxyvusa/files/wandb-summary.json
+index f03be7a..3c2a7e0 100644
+--- a/wandb/run-20220207_100018-2lxyvusa/files/wandb-summary.json
++++ b/wandb/run-20220207_100018-2lxyvusa/files/wandb-summary.json
+@@ -1 +1 @@
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+\ No newline at end of file
+diff --git a/wandb/run-20220207_100018-2lxyvusa/logs/debug-internal.log b/wandb/run-20220207_100018-2lxyvusa/logs/debug-internal.log
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++2022-02-07 20:47:57,745 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:47:57,746 DEBUG SenderThread:3003962 [sender.py:send():234] send: exit
++2022-02-07 20:47:57,746 INFO SenderThread:3003962 [sender.py:send_exit():366] handling exit code: 1
++2022-02-07 20:47:57,748 INFO SenderThread:3003962 [sender.py:send_exit():368] handling runtime: 38858
++2022-02-07 20:47:57,784 INFO SenderThread:3003962 [sender.py:_save_file():939] saving file wandb-summary.json with policy end
++2022-02-07 20:47:57,784 INFO SenderThread:3003962 [sender.py:send_exit():374] send defer
++2022-02-07 20:47:57,784 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:47:57,785 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:47:57,786 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 0
++2022-02-07 20:47:57,786 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:47:57,786 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 0
++2022-02-07 20:47:57,786 INFO SenderThread:3003962 [sender.py:transition_state():387] send defer: 1
++2022-02-07 20:47:57,786 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:47:57,786 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 1
++2022-02-07 20:47:57,859 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:47:57,859 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 1
++2022-02-07 20:47:57,859 INFO SenderThread:3003962 [sender.py:transition_state():387] send defer: 2
++2022-02-07 20:47:57,860 DEBUG SenderThread:3003962 [sender.py:send():234] send: stats
++2022-02-07 20:47:57,860 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:47:57,861 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 2
++2022-02-07 20:47:57,861 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:47:57,861 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 2
++2022-02-07 20:47:57,861 INFO SenderThread:3003962 [sender.py:transition_state():387] send defer: 3
++2022-02-07 20:47:57,862 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:47:57,862 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 3
++2022-02-07 20:47:57,897 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:47:57,899 DEBUG SenderThread:3003962 [sender.py:send():234] send: summary
++2022-02-07 20:47:57,946 INFO SenderThread:3003962 [sender.py:_save_file():939] saving file wandb-summary.json with policy end
++2022-02-07 20:47:57,947 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:47:57,947 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 3
++2022-02-07 20:47:57,947 INFO SenderThread:3003962 [sender.py:transition_state():387] send defer: 4
++2022-02-07 20:47:57,947 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:47:57,947 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:47:57,948 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 4
++2022-02-07 20:47:57,948 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:47:57,948 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 4
++2022-02-07 20:47:58,049 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:47:58,601 INFO Thread-8 :3003962 [dir_watcher.py:_on_file_modified():230] file/dir modified: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/output.log
++2022-02-07 20:47:58,612 INFO Thread-8 :3003962 [dir_watcher.py:_on_file_modified():230] file/dir modified: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/wandb-summary.json
++2022-02-07 20:47:58,685 INFO SenderThread:3003962 [sender.py:transition_state():387] send defer: 5
++2022-02-07 20:47:58,685 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:47:58,686 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:47:58,686 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 5
++2022-02-07 20:47:58,686 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:47:58,686 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 5
++2022-02-07 20:47:58,686 INFO SenderThread:3003962 [dir_watcher.py:finish():283] shutting down directory watcher
++2022-02-07 20:47:58,787 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:47:59,597 INFO Thread-8 :3003962 [dir_watcher.py:_on_file_modified():230] file/dir modified: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/config.yaml
++2022-02-07 20:47:59,598 INFO SenderThread:3003962 [dir_watcher.py:finish():313] scan: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files
++2022-02-07 20:47:59,598 INFO SenderThread:3003962 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/config.yaml config.yaml
++2022-02-07 20:47:59,598 INFO SenderThread:3003962 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/requirements.txt requirements.txt
++2022-02-07 20:47:59,598 INFO SenderThread:3003962 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/wandb-summary.json wandb-summary.json
++2022-02-07 20:47:59,599 INFO SenderThread:3003962 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/output.log output.log
++2022-02-07 20:47:59,599 INFO SenderThread:3003962 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/diff.patch diff.patch
++2022-02-07 20:47:59,600 INFO SenderThread:3003962 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/wandb-metadata.json wandb-metadata.json
++2022-02-07 20:47:59,617 INFO SenderThread:3003962 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/code/run_speech_recognition_ctc.py code/run_speech_recognition_ctc.py
++2022-02-07 20:47:59,622 INFO SenderThread:3003962 [sender.py:transition_state():387] send defer: 6
++2022-02-07 20:47:59,623 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:47:59,629 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:47:59,629 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 6
++2022-02-07 20:47:59,630 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:47:59,630 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 6
++2022-02-07 20:47:59,630 INFO SenderThread:3003962 [file_pusher.py:finish():177] shutting down file pusher
++2022-02-07 20:47:59,725 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:47:59,726 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:47:59,828 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:47:59,828 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:47:59,930 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:47:59,931 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,033 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:00,033 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,135 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:00,136 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,238 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:00,238 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,340 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:00,341 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,443 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:00,443 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,464 INFO Thread-14 :3003962 [upload_job.py:push():137] Uploaded file /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/requirements.txt
++2022-02-07 20:48:00,545 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:00,545 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,647 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:00,648 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,679 INFO Thread-16 :3003962 [upload_job.py:push():137] Uploaded file /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/output.log
++2022-02-07 20:48:00,682 INFO Thread-13 :3003962 [upload_job.py:push():137] Uploaded file /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/config.yaml
++2022-02-07 20:48:00,701 INFO Thread-17 :3003962 [upload_job.py:push():137] Uploaded file /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/diff.patch
++2022-02-07 20:48:00,709 INFO Thread-15 :3003962 [upload_job.py:push():137] Uploaded file /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/files/wandb-summary.json
++2022-02-07 20:48:00,750 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:00,750 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,852 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:00,853 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:00,910 INFO Thread-7 :3003962 [sender.py:transition_state():387] send defer: 7
++2022-02-07 20:48:00,911 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:48:00,911 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 7
++2022-02-07 20:48:00,911 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:48:00,912 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 7
++2022-02-07 20:48:00,955 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:02,243 INFO SenderThread:3003962 [sender.py:transition_state():387] send defer: 8
++2022-02-07 20:48:02,243 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:02,244 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:48:02,244 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 8
++2022-02-07 20:48:02,245 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:48:02,245 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 8
++2022-02-07 20:48:02,245 INFO SenderThread:3003962 [sender.py:transition_state():387] send defer: 9
++2022-02-07 20:48:02,247 DEBUG SenderThread:3003962 [sender.py:send():234] send: final
++2022-02-07 20:48:02,247 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 20:48:02,248 INFO HandlerThread:3003962 [handler.py:handle_request_defer():147] handle defer: 9
++2022-02-07 20:48:02,248 DEBUG SenderThread:3003962 [sender.py:send():234] send: footer
++2022-02-07 20:48:02,248 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: defer
++2022-02-07 20:48:02,248 INFO SenderThread:3003962 [sender.py:send_request_defer():383] handle sender defer: 9
++2022-02-07 20:48:02,346 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 20:48:02,346 DEBUG SenderThread:3003962 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 20:48:02,346 INFO SenderThread:3003962 [file_pusher.py:join():182] waiting for file pusher
++2022-02-07 20:48:02,829 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: get_summary
++2022-02-07 20:48:02,902 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: sampled_history
++2022-02-07 20:48:02,907 DEBUG HandlerThread:3003962 [handler.py:handle_request():130] handle_request: shutdown
++2022-02-07 20:48:02,907 INFO HandlerThread:3003962 [handler.py:finish():731] shutting down handler
++2022-02-07 20:48:03,248 INFO WriterThread:3003962 [datastore.py:close():281] close: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_100018-2lxyvusa/run-2lxyvusa.wandb
++2022-02-07 20:48:03,827 INFO SenderThread:3003962 [sender.py:finish():1070] shutting down sender
++2022-02-07 20:48:03,827 INFO SenderThread:3003962 [file_pusher.py:finish():177] shutting down file pusher
++2022-02-07 20:48:03,828 INFO SenderThread:3003962 [file_pusher.py:join():182] waiting for file pusher
++2022-02-07 20:48:03,831 INFO MainThread:3003962 [internal.py:handle_exit():77] Internal process exited
+diff --git a/wandb/run-20220207_100018-2lxyvusa/logs/debug.log b/wandb/run-20220207_100018-2lxyvusa/logs/debug.log
+index 5fedd29..551f9e0 100644
+--- a/wandb/run-20220207_100018-2lxyvusa/logs/debug.log
++++ b/wandb/run-20220207_100018-2lxyvusa/logs/debug.log
+@@ -23,3 +23,175 @@ config: {}
+ 2022-02-07 10:00:24,557 INFO MainThread:3002729 [wandb_init.py:init():633] run started, returning control to user process
+ 2022-02-07 10:00:24,561 INFO MainThread:3002729 [wandb_run.py:_config_callback():956] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['Wav2Vec2ForCTC'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 31, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': './', 'transformers_version': '4.17.0.dev0', 'feat_extract_dropout': 0.0, 'model_type': 'wav2vec2', 'num_feat_extract_layers': 7, 'hidden_size': 1024, 'feat_extract_norm': 'layer', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': True, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 16, 'num_hidden_layers': 24, 'intermediate_size': 4096, 'hidden_act': 'gelu', 'num_attention_heads': 16, 'hidden_dropout': 0.047, 'attention_dropout': 0.094, 'activation_dropout': 0.055, 'feat_proj_dropout': 0.04, 'final_dropout': 0.0, 'layerdrop': 0.041, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 34, 'do_stable_layer_norm': True, 'use_weighted_layer_sum': False, 'apply_spec_augment': True, 'mask_time_prob': 0.082, 'mask_time_length': 10, 'mask_time_min_masks': 2, 'mask_feature_prob': 0.25, 'mask_feature_length': 64, 'mask_feature_min_masks': 0, 'num_codevectors_per_group': 320, 'num_codevector_groups': 2, 'contrastive_logits_temperature': 0.1, 'feat_quantizer_dropout': 0.0, 'num_negatives': 100, 'codevector_dim': 768, 'proj_codevector_dim': 768, 'diversity_loss_weight': 0.1, 'ctc_loss_reduction': 'mean', 'ctc_zero_infinity': False, 'add_adapter': False, 'adapter_kernel_size': 3, 'adapter_stride': 2, 'num_adapter_layers': 3, 'output_hidden_size': 1024, 'classifier_proj_size': 256, 'tdnn_dim': [512, 512, 512, 512, 1500], 'tdnn_kernel': [5, 3, 3, 1, 1], 'tdnn_dilation': [1, 2, 3, 1, 1], 'xvector_output_dim': 512, 'output_dir': './', 'overwrite_output_dir': True, 'do_train': True, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 16, 'per_device_eval_batch_size': 16, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 2, 'eval_accumulation_steps': 'None', 'learning_rate': 6.185717493824388e-05, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 18.0, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Feb07_09-59-22_dante', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 100, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 3, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'amp', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': 'None', 'local_rank': -1, 'xpu_backend': 'None', '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, 'optim': 'adamw_hf', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'input_length', 'report_to': "['tensorboard', 'wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': 'None', 'hub_model_id': 'NbAiLab/wav2vec2-xls-r-300m-npsc-bokmaal', 'hub_strategy': 'every_save', 'hub_token': '', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '', '_n_gpu': 1, 'mp_parameters': '', 'train_batch_size': 16, 'eval_batch_size': 16}
+ 2022-02-07 10:00:24,567 INFO MainThread:3002729 [wandb_watch.py:watch():43] Watching
++2022-02-07 20:47:55,621 INFO MainThread:3002729 [wandb_run.py:_atexit_cleanup():1780] got exitcode: 1
++2022-02-07 20:47:55,624 INFO MainThread:3002729 [wandb_run.py:_restore():1752] restore
++2022-02-07 20:47:57,786 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 1
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 35304
++ total_bytes: 35304
++}
++
++2022-02-07 20:47:57,948 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 1
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 35304
++ total_bytes: 35304
++}
++
++2022-02-07 20:47:58,686 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 1
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 35304
++ total_bytes: 35304
++}
++
++2022-02-07 20:47:59,624 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 35304
++ total_bytes: 4362102
++}
++
++2022-02-07 20:47:59,727 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 35304
++ total_bytes: 4362102
++}
++
++2022-02-07 20:47:59,829 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 35304
++ total_bytes: 4362102
++}
++
++2022-02-07 20:47:59,932 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 35304
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:00,034 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 672528
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:00,137 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 3126251
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:00,239 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 4362102
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:00,341 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 4362102
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:00,444 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 4362102
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:00,546 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 4362102
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:00,649 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 4362102
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:00,751 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 4362102
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:00,854 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 4362102
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:02,244 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 4362102
++ total_bytes: 4362102
++}
++
++2022-02-07 20:48:02,828 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: done: true
++exit_result {
++}
++file_counts {
++ wandb_count: 6
++ other_count: 1
++}
++pusher_stats {
++ uploaded_bytes: 4362102
++ total_bytes: 4362102
++}
++local_info {
++}
++
++2022-02-07 20:48:04,247 INFO MainThread:3002729 [wandb_run.py:_append_history():2130] rendering history
++2022-02-07 20:48:04,249 INFO MainThread:3002729 [wandb_run.py:_append_summary():2085] rendering summary
++2022-02-07 20:48:04,250 INFO MainThread:3002729 [wandb_run.py:_append_files():2180] logging synced files
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+index b40e4e4..6a5da6c 100644
+--- a/wandb/run-20220207_100018-2lxyvusa/run-2lxyvusa.wandb
++++ b/wandb/run-20220207_100018-2lxyvusa/run-2lxyvusa.wandb
+@@ -1,3 +1,3 @@
+ version https://git-lfs.github.com/spec/v1
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+-size 82619800
++oid sha256:78cbf3cf096803acfe3fae66ef4ff9de66cd71e7d1c9a466f75ae088e556059c
++size 87079369