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Parent(s):
b699837
update model card README.md
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README.md
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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:
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- Wer: 1.
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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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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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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### Framework versions
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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: 6.4215
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- Wer: 1.0837
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0001
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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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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 6.6771 | 1.68 | 1500 | 6.5903 | 1.4479 |
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| 5.7269 | 3.36 | 3000 | 6.4215 | 1.0837 |
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### Framework versions
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wandb/run-20220302_215121-t49ehimo/files/output.log
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[INFO|configuration_utils.py:438] 2022-03-03 05:54:54,601 >> Configuration saved in ./config.json03:31<00:00, 6.50s/it]g-point operations will not be computed-03 05:54:27,671 >> 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|configuration_utils.py:438] 2022-03-03 05:55:09,788 >> Configuration saved in ./config.jsoncessor_config.jsons/it]g-point operations will not be computed-03 05:54:27,671 >> 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] 2022-03-03 05:55:25,383 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-03 05:54:27,671 >> 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|configuration_utils.py:438] 2022-03-03 05:54:54,601 >> Configuration saved in ./config.json03:31<00:00, 6.50s/it]g-point operations will not be computed-03 05:54:27,671 >> 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|configuration_utils.py:438] 2022-03-03 05:55:09,788 >> Configuration saved in ./config.jsoncessor_config.jsons/it]g-point operations will not be computed-03 05:54:27,671 >> 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] 2022-03-03 05:55:25,383 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 4%|▍ | 11.6M/321M [00:01<00:26, 12.1MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 15%|█▊ | 47.0M/321M [00:03<00:16, 17.0MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 26%|███ | 82.3M/321M [00:05<00:13, 17.9MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 37%|████▊ | 119M/321M [00:07<00:11, 18.5MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 48%|██████▏ | 154M/321M [00:09<00:09, 18.5MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 59%|███████▋ | 190M/321M [00:11<00:07, 18.6MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 70%|█████████ | 225M/321M [00:13<00:05, 18.3MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 81%|██████████▌ | 259M/321M [00:15<00:03, 18.2MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 91%|███████████▉ | 293M/321M [00:17<00:01, 17.9MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 97%|████████████▌| 310M/321M [00:18<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 97%|████████████▌| 310M/321M [00:18<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 97%|████████████▌| 310M/321M [00:18<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 97%|████████████▌| 310M/321M [00:18<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 97%|████████████▌| 310M/321M [00:18<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 97%|████████████▌| 310M/321M [00:18<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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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18294 |
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Upload file wandb/run-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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-20220302_215121-t49ehimo/run-t49ehimo.wandb: 100%|█████████████| 321M/321M [00:31<00:00, 17.8MB/s]g-point operations will not be computed-03 05:54:27,671 >> 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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03/03/2022 05:59:33 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-2-rnd-grid-search
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wandb/run-20220302_215121-t49ehimo/logs/debug-internal.log
CHANGED
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2022-03-03 05:56:50,741 DEBUG HandlerThread:266298 [handler.py:handle_request():131] handle_request: stop_status
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2022-03-03 05:56:50,741 DEBUG HandlerThread:266298 [handler.py:handle_request():131] handle_request: stop_status
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