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  1. .ipynb_checkpoints/README-checkpoint.md +98 -0
  2. .ipynb_checkpoints/Untitled-checkpoint.ipynb +6 -0
  3. .ipynb_checkpoints/log_mozilla-foundation_common_voice_8_0_fr_test_predictions-checkpoint.txt +0 -0
  4. .ipynb_checkpoints/log_mozilla-foundation_common_voice_8_0_fr_test_targets-checkpoint.txt +0 -0
  5. .ipynb_checkpoints/log_speech-recognition-community-v2_dev_data_fr_validation_predictions-checkpoint.txt +0 -0
  6. .ipynb_checkpoints/log_speech-recognition-community-v2_dev_data_fr_validation_targets-checkpoint.txt +0 -0
  7. .ipynb_checkpoints/mozilla-foundation_common_voice_8_0_fr_test_eval_results-checkpoint.txt +2 -0
  8. .ipynb_checkpoints/run-checkpoint.sh +4 -4
  9. .ipynb_checkpoints/special_tokens_map-checkpoint.json +1 -0
  10. .ipynb_checkpoints/speech-recognition-community-v2_dev_data_fr_validation_eval_results-checkpoint.txt +2 -0
  11. .ipynb_checkpoints/tokenizer_config-checkpoint.json +1 -0
  12. .ipynb_checkpoints/train_results-checkpoint.json +8 -0
  13. Untitled.ipynb +33 -0
  14. config.json +1 -1
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  16. run.sh +4 -4
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  34. wandb/run-20220206_014057-iss04l8x/logs/debug.log +26 -0
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.ipynb_checkpoints/README-checkpoint.md ADDED
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+ ---
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+ language:
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+ - fr
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+ license: apache-2.0
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+ tags:
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+ - automatic-speech-recognition
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+ - mozilla-foundation/common_voice_8_0
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+ - generated_from_trainer
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+ - robust-speech-event
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+ model-index:
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+ - name: XLS-R-1B - French
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+ results:
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+ - task:
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+ name: Automatic Speech Recognition
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+ type: automatic-speech-recognition
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+ dataset:
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+ name: Common Voice 8
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+ type: mozilla-foundation/common_voice_8_0
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+ args: fr
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+ metrics:
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+ - name: Test WER
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+ type: wer
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+ value: 21.65
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+ - name: Test CER
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+ type: cer
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+ value: 6.52
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+ - task:
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+ name: Automatic Speech Recognition
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+ type: automatic-speech-recognition
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+ dataset:
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+ name: Robust Speech Event - Dev Data
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+ type: speech-recognition-community-v2/dev_data
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+ args: fr
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+ metrics:
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+ - name: Test WER
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+ type: wer
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+ value: 61.72
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+ - name: Test CER
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+ type: cer
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+ value: 16.43
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+ ---
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+
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+ ## Model description
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+
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+ This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the MOZILLA-FOUNDATION/COMMON_VOICE_8_0 - FR dataset.
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+
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+ ## Training and evaluation data
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+
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+ It achieves the following results on the evaluation set (Step 17000):
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+ - Wer: 0.2172
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 7.5e-05
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+ - train_batch_size: 16
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+ - eval_batch_size: 16
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+ - seed: 42
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+ - gradient_accumulation_steps: 8
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+ - total_train_batch_size: 128
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 2000
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+ - num_epochs: 5.0
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Wer |
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+ |:-------------:|:-----:|:-----:|:---------------:|:------:|
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+ | 2.9114 | 0.29 | 1000 | inf | 0.9997 |
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+ | 1.2436 | 0.57 | 2000 | inf | 0.4310 |
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+ | 1.0552 | 0.86 | 3000 | inf | 0.3144 |
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+ | 1.0044 | 1.15 | 4000 | inf | 0.2814 |
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+ | 0.9718 | 1.43 | 5000 | inf | 0.2658 |
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+ | 0.9502 | 1.72 | 6000 | inf | 0.2566 |
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+ | 0.9418 | 2.01 | 7000 | inf | 0.2476 |
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+ | 0.9215 | 2.29 | 8000 | inf | 0.2420 |
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+ | 0.9236 | 2.58 | 9000 | inf | 0.2388 |
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+ | 0.9014 | 2.87 | 10000 | inf | 0.2354 |
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+ | 0.8814 | 3.15 | 11000 | inf | 0.2312 |
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+ | 0.8809 | 3.44 | 12000 | inf | 0.2285 |
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+ | 0.8717 | 3.73 | 13000 | inf | 0.2263 |
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+ | 0.8787 | 4.01 | 14000 | inf | 0.2218 |
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+ | 0.8567 | 4.3 | 15000 | inf | 0.2193 |
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+ | 0.8488 | 4.59 | 16000 | inf | 0.2187 |
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+ | 0.8359 | 4.87 | 17000 | inf | 0.2172 |
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+
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+ Got some issue with validation loss calculation.
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+
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+ ### Framework versions
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+
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+ - Transformers 4.17.0.dev0
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+ - Pytorch 1.10.2+cu102
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+ - Datasets 1.18.3.dev0
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+ - Tokenizers 0.11.0
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.ipynb_checkpoints/log_mozilla-foundation_common_voice_8_0_fr_test_predictions-checkpoint.txt ADDED
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.ipynb_checkpoints/log_mozilla-foundation_common_voice_8_0_fr_test_targets-checkpoint.txt ADDED
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.ipynb_checkpoints/log_speech-recognition-community-v2_dev_data_fr_validation_predictions-checkpoint.txt ADDED
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.ipynb_checkpoints/log_speech-recognition-community-v2_dev_data_fr_validation_targets-checkpoint.txt ADDED
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.ipynb_checkpoints/mozilla-foundation_common_voice_8_0_fr_test_eval_results-checkpoint.txt ADDED
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+ WER: 0.21654808722485613
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+ CER: 0.06529947052490302
.ipynb_checkpoints/run-checkpoint.sh CHANGED
@@ -3,7 +3,7 @@ python run_speech_recognition_ctc.py \
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  --activation_dropout="0.1" \
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  --dataset_name="mozilla-foundation/common_voice_8_0" \
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  --dataset_config_name="fr" \
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- --eval_steps="1000" \
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  --evaluation_strategy="steps" \
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  --feat_proj_dropout="0.0" \
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  --freeze_feature_encoder \
@@ -20,8 +20,8 @@ python run_speech_recognition_ctc.py \
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  --mask_feature_prob="0.25" \
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  --mask_time_length="10" \
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  --mask_time_prob="0.75" \
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  --output_dir="./" \
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  --overwrite_output_dir \
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  --per_device_train_batch_size="16" \
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  --push_to_hub \
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  --mask_time_prob="0.75" \
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+ WER: 0.617242860210436
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  --dataset_config_name="fr" \
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- --eval_steps="1000" \
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  --evaluation_strategy="steps" \
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  --feat_proj_dropout="0.0" \
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  --mask_feature_prob="0.25" \
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  --mask_time_length="10" \
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  --mask_time_prob="0.75" \
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  --output_dir="./" \
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49433
  2022-02-05 05:58:24,573 INFO Thread-8 :3742 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/output.log
49434
  2022-02-05 05:58:26,961 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: stop_status
49435
  2022-02-05 05:58:26,962 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: stop_status
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
49433
  2022-02-05 05:58:24,573 INFO Thread-8 :3742 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/output.log
49434
  2022-02-05 05:58:26,961 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: stop_status
49435
  2022-02-05 05:58:26,962 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: stop_status
49436
+ 2022-02-05 05:58:33,787 DEBUG SenderThread:3742 [sender.py:send():235] send: stats
49437
+ 2022-02-05 05:58:36,582 INFO Thread-8 :3742 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/output.log
49438
+ 2022-02-05 05:58:38,583 INFO Thread-8 :3742 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/output.log
49439
+ 2022-02-05 05:58:39,584 INFO Thread-8 :3742 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/output.log
49440
+ 2022-02-05 05:58:40,584 INFO Thread-8 :3742 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/output.log
49441
+ 2022-02-05 05:58:42,340 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: stop_status
49442
+ 2022-02-05 05:58:42,340 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: stop_status
49443
+ 2022-02-05 05:58:45,352 DEBUG SenderThread:3742 [sender.py:send():235] send: telemetry
49444
+ 2022-02-05 05:58:45,352 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49445
+ 2022-02-05 05:58:45,353 DEBUG SenderThread:3742 [sender.py:send():235] send: exit
49446
+ 2022-02-05 05:58:45,353 INFO SenderThread:3742 [sender.py:send_exit():371] handling exit code: 0
49447
+ 2022-02-05 05:58:45,354 INFO SenderThread:3742 [sender.py:send_exit():373] handling runtime: 143999
49448
+ 2022-02-05 05:58:45,391 INFO SenderThread:3742 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
49449
+ 2022-02-05 05:58:45,391 INFO SenderThread:3742 [sender.py:send_exit():379] send defer
49450
+ 2022-02-05 05:58:45,391 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49451
+ 2022-02-05 05:58:45,392 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49452
+ 2022-02-05 05:58:45,392 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 0
49453
+ 2022-02-05 05:58:45,392 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49454
+ 2022-02-05 05:58:45,393 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 0
49455
+ 2022-02-05 05:58:45,393 INFO SenderThread:3742 [sender.py:transition_state():392] send defer: 1
49456
+ 2022-02-05 05:58:45,393 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49457
+ 2022-02-05 05:58:45,393 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 1
49458
+ 2022-02-05 05:58:45,464 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49459
+ 2022-02-05 05:58:45,464 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 1
49460
+ 2022-02-05 05:58:45,464 INFO SenderThread:3742 [sender.py:transition_state():392] send defer: 2
49461
+ 2022-02-05 05:58:45,465 DEBUG SenderThread:3742 [sender.py:send():235] send: stats
49462
+ 2022-02-05 05:58:45,466 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49463
+ 2022-02-05 05:58:45,466 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 2
49464
+ 2022-02-05 05:58:45,466 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49465
+ 2022-02-05 05:58:45,467 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 2
49466
+ 2022-02-05 05:58:45,467 INFO SenderThread:3742 [sender.py:transition_state():392] send defer: 3
49467
+ 2022-02-05 05:58:45,467 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49468
+ 2022-02-05 05:58:45,467 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 3
49469
+ 2022-02-05 05:58:45,510 DEBUG SenderThread:3742 [sender.py:send():235] send: summary
49470
+ 2022-02-05 05:58:45,558 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49471
+ 2022-02-05 05:58:45,560 INFO SenderThread:3742 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
49472
+ 2022-02-05 05:58:45,560 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49473
+ 2022-02-05 05:58:45,560 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 3
49474
+ 2022-02-05 05:58:45,560 INFO SenderThread:3742 [sender.py:transition_state():392] send defer: 4
49475
+ 2022-02-05 05:58:45,560 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49476
+ 2022-02-05 05:58:45,561 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49477
+ 2022-02-05 05:58:45,562 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 4
49478
+ 2022-02-05 05:58:45,562 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49479
+ 2022-02-05 05:58:45,562 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 4
49480
+ 2022-02-05 05:58:45,588 INFO Thread-8 :3742 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/output.log
49481
+ 2022-02-05 05:58:45,588 INFO Thread-8 :3742 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/wandb-summary.json
49482
+ 2022-02-05 05:58:45,663 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49483
+ 2022-02-05 05:58:46,571 INFO SenderThread:3742 [sender.py:transition_state():392] send defer: 5
49484
+ 2022-02-05 05:58:46,571 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49485
+ 2022-02-05 05:58:46,572 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49486
+ 2022-02-05 05:58:46,572 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 5
49487
+ 2022-02-05 05:58:46,573 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49488
+ 2022-02-05 05:58:46,573 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 5
49489
+ 2022-02-05 05:58:46,573 INFO SenderThread:3742 [dir_watcher.py:finish():283] shutting down directory watcher
49490
+ 2022-02-05 05:58:46,588 INFO Thread-8 :3742 [dir_watcher.py:_on_file_modified():230] file/dir modified: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/config.yaml
49491
+ 2022-02-05 05:58:46,589 INFO SenderThread:3742 [dir_watcher.py:finish():313] scan: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files
49492
+ 2022-02-05 05:58:46,589 INFO SenderThread:3742 [dir_watcher.py:finish():327] scan save: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/config.yaml config.yaml
49493
+ 2022-02-05 05:58:46,589 INFO SenderThread:3742 [dir_watcher.py:finish():327] scan save: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/wandb-summary.json wandb-summary.json
49494
+ 2022-02-05 05:58:46,590 INFO SenderThread:3742 [dir_watcher.py:finish():327] scan save: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/conda-environment.yaml conda-environment.yaml
49495
+ 2022-02-05 05:58:46,591 INFO SenderThread:3742 [dir_watcher.py:finish():327] scan save: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/wandb-metadata.json wandb-metadata.json
49496
+ 2022-02-05 05:58:46,591 INFO SenderThread:3742 [dir_watcher.py:finish():327] scan save: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/requirements.txt requirements.txt
49497
+ 2022-02-05 05:58:46,596 INFO SenderThread:3742 [dir_watcher.py:finish():327] scan save: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/output.log output.log
49498
+ 2022-02-05 05:58:46,596 INFO SenderThread:3742 [sender.py:transition_state():392] send defer: 6
49499
+ 2022-02-05 05:58:46,602 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49500
+ 2022-02-05 05:58:46,603 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 6
49501
+ 2022-02-05 05:58:46,608 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49502
+ 2022-02-05 05:58:46,609 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 6
49503
+ 2022-02-05 05:58:46,609 INFO SenderThread:3742 [file_pusher.py:finish():177] shutting down file pusher
49504
+ 2022-02-05 05:58:46,675 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49505
+ 2022-02-05 05:58:46,675 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49506
+ 2022-02-05 05:58:46,778 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49507
+ 2022-02-05 05:58:46,778 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49508
+ 2022-02-05 05:58:46,880 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49509
+ 2022-02-05 05:58:46,881 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49510
+ 2022-02-05 05:58:46,984 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49511
+ 2022-02-05 05:58:46,985 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49512
+ 2022-02-05 05:58:47,087 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49513
+ 2022-02-05 05:58:47,088 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49514
+ 2022-02-05 05:58:47,190 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49515
+ 2022-02-05 05:58:47,190 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49516
+ 2022-02-05 05:58:47,249 INFO Thread-14 :3742 [upload_job.py:push():137] Uploaded file /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/requirements.txt
49517
+ 2022-02-05 05:58:47,293 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49518
+ 2022-02-05 05:58:47,293 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49519
+ 2022-02-05 05:58:47,358 INFO Thread-12 :3742 [upload_job.py:push():137] Uploaded file /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/config.yaml
49520
+ 2022-02-05 05:58:47,374 INFO Thread-15 :3742 [upload_job.py:push():137] Uploaded file /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/output.log
49521
+ 2022-02-05 05:58:47,396 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49522
+ 2022-02-05 05:58:47,398 INFO Thread-13 :3742 [upload_job.py:push():137] Uploaded file /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/files/wandb-summary.json
49523
+ 2022-02-05 05:58:47,399 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49524
+ 2022-02-05 05:58:47,502 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49525
+ 2022-02-05 05:58:47,502 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49526
+ 2022-02-05 05:58:47,599 INFO Thread-7 :3742 [sender.py:transition_state():392] send defer: 7
49527
+ 2022-02-05 05:58:47,600 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49528
+ 2022-02-05 05:58:47,601 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 7
49529
+ 2022-02-05 05:58:47,601 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49530
+ 2022-02-05 05:58:47,601 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 7
49531
+ 2022-02-05 05:58:47,611 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49532
+ 2022-02-05 05:58:48,537 INFO SenderThread:3742 [sender.py:transition_state():392] send defer: 8
49533
+ 2022-02-05 05:58:48,538 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49534
+ 2022-02-05 05:58:48,539 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49535
+ 2022-02-05 05:58:48,539 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 8
49536
+ 2022-02-05 05:58:48,540 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49537
+ 2022-02-05 05:58:48,540 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 8
49538
+ 2022-02-05 05:58:48,540 INFO SenderThread:3742 [sender.py:transition_state():392] send defer: 9
49539
+ 2022-02-05 05:58:48,542 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: defer
49540
+ 2022-02-05 05:58:48,542 DEBUG SenderThread:3742 [sender.py:send():235] send: final
49541
+ 2022-02-05 05:58:48,543 INFO HandlerThread:3742 [handler.py:handle_request_defer():154] handle defer: 9
49542
+ 2022-02-05 05:58:48,543 DEBUG SenderThread:3742 [sender.py:send():235] send: footer
49543
+ 2022-02-05 05:58:48,543 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: defer
49544
+ 2022-02-05 05:58:48,543 INFO SenderThread:3742 [sender.py:send_request_defer():388] handle sender defer: 9
49545
+ 2022-02-05 05:58:48,641 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: poll_exit
49546
+ 2022-02-05 05:58:48,642 DEBUG SenderThread:3742 [sender.py:send_request():249] send_request: poll_exit
49547
+ 2022-02-05 05:58:48,642 INFO SenderThread:3742 [file_pusher.py:join():182] waiting for file pusher
49548
+ 2022-02-05 05:58:48,949 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: get_summary
49549
+ 2022-02-05 05:58:49,023 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: sampled_history
49550
+ 2022-02-05 05:58:49,028 DEBUG HandlerThread:3742 [handler.py:handle_request():131] handle_request: shutdown
49551
+ 2022-02-05 05:58:49,028 INFO HandlerThread:3742 [handler.py:finish():739] shutting down handler
49552
+ 2022-02-05 05:58:49,542 INFO WriterThread:3742 [datastore.py:close():281] close: /workspace/xls-r-300m-cv_8-fr/wandb/run-20220203_135844-2tzexn1o/run-2tzexn1o.wandb
49553
+ 2022-02-05 05:58:49,947 INFO SenderThread:3742 [sender.py:finish():1075] shutting down sender
49554
+ 2022-02-05 05:58:49,947 INFO SenderThread:3742 [file_pusher.py:finish():177] shutting down file pusher
49555
+ 2022-02-05 05:58:49,948 INFO SenderThread:3742 [file_pusher.py:join():182] waiting for file pusher
49556
+ 2022-02-05 05:58:49,955 INFO MainThread:3742 [internal.py:handle_exit():79] Internal process exited
wandb/run-20220203_135844-2tzexn1o/logs/debug.log CHANGED
@@ -24,3 +24,125 @@ config: {}
24
  2022-02-03 13:58:46,709 INFO MainThread:42729 [wandb_init.py:init():651] run started, returning control to user process
25
  2022-02-03 13:58:46,712 INFO MainThread:42729 [wandb_run.py:_config_callback():966] 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, 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506
+ ***** Running Evaluation *****███████████████████████████████████████████████████████████████▉ | 17500/24416 [4:28:52<18:57:50, 9.87s/it]
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+ Num examples = 16021
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+ Batch size = 16
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864
+ Saving model checkpoint to ./checkpoint-17500
865
+ Configuration saved in ./checkpoint-17500/config.json████████████████████████████████████████▉ | 17500/24416 [4:41:09<18:57:50, 9.87s/it]
866
+ Model weights saved in ./checkpoint-17500/pytorch_model.bin
867
+ Configuration saved in ./checkpoint-17500/preprocessor_config.json
wandb/run-20220206_014057-iss04l8x/files/requirements.txt ADDED
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wandb/run-20220206_014057-iss04l8x/files/wandb-metadata.json ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "args": [
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+ "--activation_dropout=0.1",
13
+ "--dataset_name=mozilla-foundation/common_voice_8_0",
14
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