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update model card README.md
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README.md
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#
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This model was trained from scratch on the librispeech_asr dataset.
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## Model description
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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:
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- eval_batch_size:
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- seed: 42
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- gradient_accumulation_steps:
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- total_train_batch_size:
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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: 500
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### Training results
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### Framework versions
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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: 4.1930
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- Wer: 1.9037
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## Model description
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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: 12
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- eval_batch_size: 12
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 24
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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: 500
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 4.3963 | 0.42 | 500 | 4.3181 | 1.8917 |
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| 4.4804 | 0.84 | 1000 | 4.1930 | 1.9037 |
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### Framework versions
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wandb/run-20220301_082052-1y1by2yf/files/output.log
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{'loss': 4.3516, 'learning_rate': 1.741654571843251e-07, 'epoch': 1.0}
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[INFO|configuration_utils.py:438] 2022-03-01 10:13:02,686 >> Configuration saved in ./config.jsoncessor_config.jsons/it]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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[INFO|feature_extraction_utils.py:324] 2022-03-01 10:13:18,949 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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{'loss': 4.3516, 'learning_rate': 1.741654571843251e-07, 'epoch': 1.0}
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[INFO|configuration_utils.py:438] 2022-03-01 10:13:02,686 >> Configuration saved in ./config.jsoncessor_config.jsons/it]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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[INFO|feature_extraction_utils.py:324] 2022-03-01 10:13:18,949 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 33%|███▋ | 11.8M/35.4M [00:01<00:02, 12.2MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 84%|█████████▏ | 29.7M/35.4M [00:02<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 84%|█████████▏ | 29.7M/35.4M [00:02<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 84%|█████████▏ | 29.7M/35.4M [00:02<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 84%|█████████▏ | 29.7M/35.4M [00:02<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 84%|█████████▏ | 29.7M/35.4M [00:02<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 84%|█████████▏ | 29.7M/35.4M [00:02<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 84%|█████████▏ | 29.7M/35.4M [00:02<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 84%|█████████▏ | 29.7M/35.4M [00:02<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 100%|███████████| 35.4M/35.4M [00:18<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 100%|███████████| 35.4M/35.4M [00:18<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 100%|███████████| 35.4M/35.4M [00:18<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 100%|███████████| 35.4M/35.4M [00:18<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 100%|███████████| 35.4M/35.4M [00:18<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 100%|███████████| 35.4M/35.4M [00:18<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 100%|███████████| 35.4M/35.4M [00:18<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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Upload file wandb/run-20220301_082052-1y1by2yf/run-1y1by2yf.wandb: 100%|███████████| 35.4M/35.4M [00:18<00:00, 16.1MB/s]g-point operations will not be computed-01 10:10:05,048 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`, you can safely ignore this message.
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03/01/2022 10:17:22 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search
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wandb/run-20220301_082052-1y1by2yf/logs/debug-internal.log
CHANGED
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2022-03-01 10:14:37,050 DEBUG SenderThread:240980 [sender.py:send():235] send: stats
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2022-03-01 10:14:50,033 DEBUG HandlerThread:240980 [handler.py:handle_request():131] handle_request: stop_status
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2022-03-01 10:14:37,050 DEBUG SenderThread:240980 [sender.py:send():235] send: stats
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2022-03-01 10:14:56,345 INFO Thread-8 :240980 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220301_082052-1y1by2yf/files/output.log
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