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wav2vec2-2-rnd-grid-search

Automatic Speech Recognition
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PyTorch
TensorBoard
speech-encoder-decoder
Generated from Trainer
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update model card README.md

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  1. README.md +63 -0
  2. wandb/run-20220302_132803-2mcgzjjb/files/output.log +81 -0
  3. wandb/run-20220302_132803-2mcgzjjb/logs/debug-internal.log +108 -0
  4. wandb/run-20220302_132803-2mcgzjjb/run-2mcgzjjb.wandb +2 -2
README.md ADDED
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+ ---
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - librispeech_asr
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+ model-index:
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+ - name: ''
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ #
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+
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+ This model was trained from scratch on the librispeech_asr dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 5.6286
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+ - Wer: 1.5293
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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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: 3e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 32
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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: 1000
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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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+ | 6.1577 | 1.68 | 1500 | 6.0728 | 1.0589 |
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+ | 5.6103 | 3.36 | 3000 | 5.6286 | 1.5293 |
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+
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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+cu113
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+ - Datasets 1.18.3
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+ - Tokenizers 0.11.0
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  [INFO|trainer.py:2114] 2022-03-02 21:22:49,496 >> Saving model checkpoint to ./███| 4460/4460 [7:54:44<00:00, 3.24s/it][INFO|trainer.py:1492] 2022-03-02 21:22:49,493 >> 2,018 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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  [INFO|feature_extraction_utils.py:324] 2022-03-02 21:23:05,903 >> Configuration saved in ./preprocessor_config.jsons/it][INFO|trainer.py:1492] 2022-03-02 21:22:49,493 >> 2,018 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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  [INFO|modeling_utils.py:1081] 2022-03-02 21:23:23,219 >> Model weights saved in ./pytorch_model.binssor_config.jsons/it][INFO|trainer.py:1492] 2022-03-02 21:22:49,493 >> 2,018 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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