diff --git "a/wandb/run-20220207_221901-334vrkbn/files/diff.patch" "b/wandb/run-20220207_221901-334vrkbn/files/diff.patch"
new file mode 100644--- /dev/null
+++ "b/wandb/run-20220207_221901-334vrkbn/files/diff.patch"
@@ -0,0 +1,562 @@
+diff --git a/config.json b/config.json
+index de06742..78b7adb 100644
+--- a/config.json
++++ b/config.json
+@@ -42,7 +42,7 @@
+     2
+   ],
+   "ctc_loss_reduction": "mean",
+-  "ctc_zero_infinity": false,
++  "ctc_zero_infinity": true,
+   "diversity_loss_weight": 0.1,
+   "do_stable_layer_norm": true,
+   "eos_token_id": 2,
+diff --git a/run.recover.sh b/run.recover.sh
+index 1910986..0c3f7b4 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="11" \
++        --num_train_epochs="18" \
+         --per_device_train_batch_size="16" \
+         --per_device_eval_batch_size="16" \
+         --gradient_accumulation_steps="2" \
+@@ -18,6 +18,7 @@ WANDB_ENTITY=NbAiLab WANDB_PROJECT=wav2vec2 python run_speech_recognition_ctc.py
+         --eval_steps="500" \
+         --logging_steps="100" \
+         --layerdrop="0.041" \
++        --ctc_zero_infinity="true" \
+         --attention_dropout="0.094" \
+         --activation_dropout="0.055" \
+         --hidden_dropout="0.047" \
+diff --git a/special_tokens_map.json b/special_tokens_map.json
+index ac9d0f5..59f35a2 100644
+--- a/special_tokens_map.json
++++ b/special_tokens_map.json
+@@ -1 +1 @@
+-{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
+\ No newline at end of file
++{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "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 6a98292..c9f6fda 120000
+--- a/wandb/debug-internal.log
++++ b/wandb/debug-internal.log
+@@ -1 +1 @@
+-run-20220207_210259-2c5c0c93/logs/debug-internal.log
+\ No newline at end of file
++run-20220207_221901-334vrkbn/logs/debug-internal.log
+\ No newline at end of file
+diff --git a/wandb/debug.log b/wandb/debug.log
+index df8eb71..08b3807 120000
+--- a/wandb/debug.log
++++ b/wandb/debug.log
+@@ -1 +1 @@
+-run-20220207_210259-2c5c0c93/logs/debug.log
+\ No newline at end of file
++run-20220207_221901-334vrkbn/logs/debug.log
+\ No newline at end of file
+diff --git a/wandb/latest-run b/wandb/latest-run
+index fc546bc..28c0dac 120000
+--- a/wandb/latest-run
++++ b/wandb/latest-run
+@@ -1 +1 @@
+-run-20220207_210259-2c5c0c93
+\ No newline at end of file
++run-20220207_221901-334vrkbn
+\ No newline at end of file
+diff --git a/wandb/run-20220207_210259-2c5c0c93/files/config.yaml b/wandb/run-20220207_210259-2c5c0c93/files/config.yaml
+index d6e5127..306dca2 100644
+--- a/wandb/run-20220207_210259-2c5c0c93/files/config.yaml
++++ b/wandb/run-20220207_210259-2c5c0c93/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_210259-2c5c0c93/files/output.log b/wandb/run-20220207_210259-2c5c0c93/files/output.log
+index 541bbed..af56146 100644
+--- a/wandb/run-20220207_210259-2c5c0c93/files/output.log
++++ b/wandb/run-20220207_210259-2c5c0c93/files/output.log
+@@ -579,3 +579,62 @@ Configuration saved in ./checkpoint-500/config.json
+ {'eval_loss': 0.17190051078796387, 'eval_wer': 0.10716071656191475, 'eval_runtime': 383.4174, 'eval_samples_per_second': 14.18, 'eval_steps_per_second': 0.887, 'epoch': 0.32}
+ Model weights saved in ./checkpoint-500/pytorch_model.bin
+ Configuration saved in ./checkpoint-500/preprocessor_config.json
++Configuration saved in ./preprocessor_config.json
++Deleting older checkpoint [checkpoint-10500] due to args.save_total_limit
++Deleting older checkpoint [checkpoint-11000] due to args.save_total_limit
++
++
++
++
++
++
++
++
++
++
++
++
++
++
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++
++
++  3%|███████▋                                                                                                                                                                                                                                      | 554/17061 [29:32<22:44:51,  4.96s/it]Traceback (most recent call last):
++  File "/mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/run_speech_recognition_ctc.py", line 792, in <module>
++    main()
++  File "/mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/run_speech_recognition_ctc.py", line 743, in main
++    train_result = trainer.train(resume_from_checkpoint=checkpoint)
++  File "/mnt/lv_ai_1_dante/javierr/audio/lib/python3.9/site-packages/transformers/trainer.py", line 1398, in train
++    tr_loss_step = self.training_step(model, inputs)
++  File "/mnt/lv_ai_1_dante/javierr/audio/lib/python3.9/site-packages/transformers/trainer.py", line 1990, in training_step
++    self.scaler.scale(loss).backward()
++  File "/mnt/lv_ai_1_dante/javierr/audio/lib/python3.9/site-packages/torch/_tensor.py", line 307, in backward
++    torch.autograd.backward(self, gradient, retain_graph, create_graph, inputs=inputs)
++  File "/mnt/lv_ai_1_dante/javierr/audio/lib/python3.9/site-packages/torch/autograd/__init__.py", line 154, in backward
++    Variable._execution_engine.run_backward(
++KeyboardInterrupt
+\ No newline at end of file
+diff --git a/wandb/run-20220207_210259-2c5c0c93/files/wandb-summary.json b/wandb/run-20220207_210259-2c5c0c93/files/wandb-summary.json
+index 67f1fa6..63f174c 100644
+--- a/wandb/run-20220207_210259-2c5c0c93/files/wandb-summary.json
++++ b/wandb/run-20220207_210259-2c5c0c93/files/wandb-summary.json
+@@ -1 +1 @@
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+diff --git a/wandb/run-20220207_210259-2c5c0c93/logs/debug-internal.log b/wandb/run-20220207_210259-2c5c0c93/logs/debug-internal.log
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++2022-02-07 21:31:42,336 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: stop_status
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++2022-02-07 21:31:46,835 DEBUG   SenderThread:3539843 [sender.py:send():234] send: stats
++2022-02-07 21:31:47,753 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:31:49,754 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
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++2022-02-07 21:31:53,755 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:31:55,757 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:31:57,627 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: stop_status
++2022-02-07 21:31:57,627 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: stop_status
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++2022-02-07 21:32:09,763 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:32:11,764 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:32:12,854 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: stop_status
++2022-02-07 21:32:12,854 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: stop_status
++2022-02-07 21:32:17,685 DEBUG   SenderThread:3539843 [sender.py:send():234] send: stats
++2022-02-07 21:32:21,769 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:32:28,167 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: stop_status
++2022-02-07 21:32:28,168 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: stop_status
++2022-02-07 21:32:28,773 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:32:34,776 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:32:40,135 WARNING MainThread:3539843 [internal.py:wandb_internal():146] Internal process interrupt: 1
++2022-02-07 21:32:40,702 DEBUG   SenderThread:3539843 [sender.py:send():234] send: history
++2022-02-07 21:32:40,813 DEBUG   SenderThread:3539843 [sender.py:send():234] send: summary
++2022-02-07 21:32:40,843 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:32:40,843 INFO    SenderThread:3539843 [sender.py:_save_file():939] saving file wandb-summary.json with policy end
++2022-02-07 21:32:41,843 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/wandb-summary.json
++2022-02-07 21:32:42,701 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:42,702 DEBUG   SenderThread:3539843 [sender.py:send():234] send: telemetry
++2022-02-07 21:32:42,702 DEBUG   SenderThread:3539843 [sender.py:send():234] send: exit
++2022-02-07 21:32:42,702 INFO    SenderThread:3539843 [sender.py:send_exit():366] handling exit code: 255
++2022-02-07 21:32:42,703 INFO    SenderThread:3539843 [sender.py:send_exit():368] handling runtime: 1782
++2022-02-07 21:32:42,735 INFO    SenderThread:3539843 [sender.py:_save_file():939] saving file wandb-summary.json with policy end
++2022-02-07 21:32:42,736 INFO    SenderThread:3539843 [sender.py:send_exit():374] send defer
++2022-02-07 21:32:42,736 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:42,737 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:42,737 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 0
++2022-02-07 21:32:42,737 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:42,737 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 0
++2022-02-07 21:32:42,737 INFO    SenderThread:3539843 [sender.py:transition_state():387] send defer: 1
++2022-02-07 21:32:42,738 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:42,738 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 1
++2022-02-07 21:32:42,789 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:42,789 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 1
++2022-02-07 21:32:42,790 INFO    SenderThread:3539843 [sender.py:transition_state():387] send defer: 2
++2022-02-07 21:32:42,790 DEBUG   SenderThread:3539843 [sender.py:send():234] send: stats
++2022-02-07 21:32:42,790 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:42,791 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 2
++2022-02-07 21:32:42,791 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:42,791 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 2
++2022-02-07 21:32:42,791 INFO    SenderThread:3539843 [sender.py:transition_state():387] send defer: 3
++2022-02-07 21:32:42,792 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:42,792 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 3
++2022-02-07 21:32:42,827 DEBUG   SenderThread:3539843 [sender.py:send():234] send: summary
++2022-02-07 21:32:42,839 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:42,874 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/wandb-summary.json
++2022-02-07 21:32:42,874 INFO    SenderThread:3539843 [sender.py:_save_file():939] saving file wandb-summary.json with policy end
++2022-02-07 21:32:42,874 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/output.log
++2022-02-07 21:32:42,875 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:42,875 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 3
++2022-02-07 21:32:42,875 INFO    SenderThread:3539843 [sender.py:transition_state():387] send defer: 4
++2022-02-07 21:32:42,875 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:42,876 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:42,876 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 4
++2022-02-07 21:32:42,877 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:42,877 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 4
++2022-02-07 21:32:42,978 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:43,634 INFO    SenderThread:3539843 [sender.py:transition_state():387] send defer: 5
++2022-02-07 21:32:43,634 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:43,634 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:43,635 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 5
++2022-02-07 21:32:43,635 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:43,635 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 5
++2022-02-07 21:32:43,635 INFO    SenderThread:3539843 [dir_watcher.py:finish():283] shutting down directory watcher
++2022-02-07 21:32:43,736 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:43,874 INFO    Thread-8  :3539843 [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_210259-2c5c0c93/files/config.yaml
++2022-02-07 21:32:43,875 INFO    SenderThread:3539843 [dir_watcher.py:finish():313] scan: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files
++2022-02-07 21:32:43,876 INFO    SenderThread:3539843 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/config.yaml config.yaml
++2022-02-07 21:32:43,876 INFO    SenderThread:3539843 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/requirements.txt requirements.txt
++2022-02-07 21:32:43,876 INFO    SenderThread:3539843 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/wandb-summary.json wandb-summary.json
++2022-02-07 21:32:43,877 INFO    SenderThread:3539843 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/output.log output.log
++2022-02-07 21:32:43,877 INFO    SenderThread:3539843 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/diff.patch diff.patch
++2022-02-07 21:32:43,877 INFO    SenderThread:3539843 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/wandb-metadata.json wandb-metadata.json
++2022-02-07 21:32:43,883 INFO    SenderThread:3539843 [dir_watcher.py:finish():327] scan save: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/code/run_speech_recognition_ctc.py code/run_speech_recognition_ctc.py
++2022-02-07 21:32:43,883 INFO    SenderThread:3539843 [sender.py:transition_state():387] send defer: 6
++2022-02-07 21:32:43,883 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:43,890 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:43,900 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 6
++2022-02-07 21:32:43,901 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:43,901 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 6
++2022-02-07 21:32:43,901 INFO    SenderThread:3539843 [file_pusher.py:finish():177] shutting down file pusher
++2022-02-07 21:32:43,991 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:43,991 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,093 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:44,093 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,195 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:44,195 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,297 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:44,297 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,399 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:44,399 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,501 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:44,501 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,584 INFO    Thread-15 :3539843 [upload_job.py:push():137] Uploaded file /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/requirements.txt
++2022-02-07 21:32:44,603 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:44,603 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,613 INFO    Thread-17 :3539843 [upload_job.py:push():137] Uploaded file /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/output.log
++2022-02-07 21:32:44,705 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:44,705 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,807 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:44,807 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,909 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:44,909 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:44,932 INFO    Thread-16 :3539843 [upload_job.py:push():137] Uploaded file /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/wandb-summary.json
++2022-02-07 21:32:44,935 INFO    Thread-14 :3539843 [upload_job.py:push():137] Uploaded file /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/files/config.yaml
++2022-02-07 21:32:45,011 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:45,011 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:45,113 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:45,113 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:45,136 INFO    Thread-7  :3539843 [sender.py:transition_state():387] send defer: 7
++2022-02-07 21:32:45,136 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:45,137 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 7
++2022-02-07 21:32:45,137 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:45,137 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 7
++2022-02-07 21:32:45,215 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:46,445 INFO    SenderThread:3539843 [sender.py:transition_state():387] send defer: 8
++2022-02-07 21:32:46,446 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:46,446 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:46,447 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 8
++2022-02-07 21:32:46,447 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:46,447 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 8
++2022-02-07 21:32:46,447 INFO    SenderThread:3539843 [sender.py:transition_state():387] send defer: 9
++2022-02-07 21:32:46,449 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: defer
++2022-02-07 21:32:46,449 INFO    HandlerThread:3539843 [handler.py:handle_request_defer():147] handle defer: 9
++2022-02-07 21:32:46,450 DEBUG   SenderThread:3539843 [sender.py:send():234] send: final
++2022-02-07 21:32:46,450 DEBUG   SenderThread:3539843 [sender.py:send():234] send: footer
++2022-02-07 21:32:46,450 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: defer
++2022-02-07 21:32:46,450 INFO    SenderThread:3539843 [sender.py:send_request_defer():383] handle sender defer: 9
++2022-02-07 21:32:46,548 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: poll_exit
++2022-02-07 21:32:46,548 DEBUG   SenderThread:3539843 [sender.py:send_request():248] send_request: poll_exit
++2022-02-07 21:32:46,548 INFO    SenderThread:3539843 [file_pusher.py:join():182] waiting for file pusher
++2022-02-07 21:32:47,025 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: get_summary
++2022-02-07 21:32:47,089 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: sampled_history
++2022-02-07 21:32:47,092 DEBUG   HandlerThread:3539843 [handler.py:handle_request():130] handle_request: shutdown
++2022-02-07 21:32:47,092 INFO    HandlerThread:3539843 [handler.py:finish():731] shutting down handler
++2022-02-07 21:32:47,450 INFO    WriterThread:3539843 [datastore.py:close():281] close: /mnt/lv_ai_1_dante/javierr/wav2vec2-xls-r-300m-npsc-bokmaal/wandb/run-20220207_210259-2c5c0c93/run-2c5c0c93.wandb
++2022-02-07 21:32:48,023 INFO    SenderThread:3539843 [sender.py:finish():1070] shutting down sender
++2022-02-07 21:32:48,024 INFO    SenderThread:3539843 [file_pusher.py:finish():177] shutting down file pusher
++2022-02-07 21:32:48,031 INFO    SenderThread:3539843 [file_pusher.py:join():182] waiting for file pusher
++2022-02-07 21:32:48,035 INFO    MainThread:3539843 [internal.py:handle_exit():77] Internal process exited
+diff --git a/wandb/run-20220207_210259-2c5c0c93/logs/debug.log b/wandb/run-20220207_210259-2c5c0c93/logs/debug.log
+index c301f56..eede5ee 100644
+--- a/wandb/run-20220207_210259-2c5c0c93/logs/debug.log
++++ b/wandb/run-20220207_210259-2c5c0c93/logs/debug.log
+@@ -23,3 +23,175 @@ config: {}
+ 2022-02-07 21:03:05,542 INFO    MainThread:3538561 [wandb_init.py:init():633] run started, returning control to user process
+ 2022-02-07 21:03:05,546 INFO    MainThread:3538561 [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': 11.0, '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_21-01-58_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': '<HUB_TOKEN>', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', '_n_gpu': 1, 'mp_parameters': '', 'train_batch_size': 16, 'eval_batch_size': 16}
+ 2022-02-07 21:03:05,552 INFO    MainThread:3538561 [wandb_watch.py:watch():43] Watching
++2022-02-07 21:32:40,626 INFO    MainThread:3538561 [wandb_run.py:_atexit_cleanup():1780] got exitcode: 255
++2022-02-07 21:32:40,662 INFO    MainThread:3538561 [wandb_run.py:_restore():1752] restore
++2022-02-07 21:32:42,737 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 2
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 1793106
++  total_bytes: 1793106
++}
++
++2022-02-07 21:32:42,877 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 2
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 1793106
++  total_bytes: 1793106
++}
++
++2022-02-07 21:32:43,635 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 2
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 1793106
++  total_bytes: 1793106
++}
++
++2022-02-07 21:32:43,890 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 1793106
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:43,992 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 1793106
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:44,094 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 1793106
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:44,196 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 1793106
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:44,298 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2119601
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:44,400 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2578575
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:44,502 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2578575
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:44,604 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2578575
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:44,706 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2578575
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:44,808 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2578575
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:44,910 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2578575
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:45,012 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2578575
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:45,114 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2578575
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:46,447 INFO    MainThread:3538561 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
++  wandb_count: 6
++  other_count: 1
++}
++pusher_stats {
++  uploaded_bytes: 2578575
++  total_bytes: 2578575
++}
++
++2022-02-07 21:32:47,024 INFO    MainThread:3538561 [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: 2578575
++  total_bytes: 2578575
++}
++local_info {
++}
++
++2022-02-07 21:32:48,485 INFO    MainThread:3538561 [wandb_run.py:_append_history():2130] rendering history
++2022-02-07 21:32:48,486 INFO    MainThread:3538561 [wandb_run.py:_append_summary():2085] rendering summary
++2022-02-07 21:32:48,487 INFO    MainThread:3538561 [wandb_run.py:_append_files():2180] logging synced files
+diff --git a/wandb/run-20220207_210259-2c5c0c93/run-2c5c0c93.wandb b/wandb/run-20220207_210259-2c5c0c93/run-2c5c0c93.wandb
+index d24952a..c310df9 100644
+--- a/wandb/run-20220207_210259-2c5c0c93/run-2c5c0c93.wandb
++++ b/wandb/run-20220207_210259-2c5c0c93/run-2c5c0c93.wandb
+@@ -1,3 +1,3 @@
+ version https://git-lfs.github.com/spec/v1
+-oid sha256:6c29f41a7d8046f6168d28f3ee9885aceb3cf6281c6a3c3c4ba0270db0c26edf
+-size 3407933
++oid sha256:474fd1bf1c2aa2f5167a529ddbe10704b52e0619d691e2438144ef7a43c06ffe
++size 4703752