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update model card README.md
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README.md
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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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<!-- 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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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: 5.6120
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- Wer: 1.0267
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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: 500
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- num_epochs: 5.0
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- mixed_precision_training: Native AMP
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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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| 6.7189 | 0.56 | 500 | 6.9796 | 0.9350 |
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| 6.5068 | 1.12 | 1000 | 6.4823 | 1.3923 |
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| 6.4601 | 1.68 | 1500 | 6.1801 | 1.1578 |
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| 6.1802 | 2.24 | 2000 | 6.0002 | 1.7750 |
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| 6.0888 | 2.8 | 2500 | 5.8453 | 1.7581 |
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| 6.0993 | 3.36 | 3000 | 5.7702 | 1.4096 |
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| 6.0851 | 3.92 | 3500 | 5.6634 | 1.0944 |
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| 5.9357 | 4.48 | 4000 | 5.6120 | 1.0267 |
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### Framework versions
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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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wandb/run-20220314_124602-2fs73jtc/files/output.log
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@@ -18701,3 +18701,72 @@ Adding files tracked by Git LFS: ['wandb/run-20220314_124602-2fs73jtc/run-2fs73j
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[INFO|configuration_utils.py:438] 2022-03-14 21:26:17,459 >> Configuration saved in ./config.jsons of the input, floating-point operations will not be computed-14 21:26:14,270 >> 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|trainer.py:2114] 2022-03-14 21:26:29,238 >> Saving model checkpoint to ./d in ./config.jsons of the input, floating-point operations will not be computed-14 21:26:14,270 >> 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] 2022-03-14 21:26:40,975 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-14 21:26:14,270 >> 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] 2022-03-14 21:26:17,459 >> Configuration saved in ./config.jsons of the input, floating-point operations will not be computed-14 21:26:14,270 >> 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|trainer.py:2114] 2022-03-14 21:26:29,238 >> Saving model checkpoint to ./d in ./config.jsons of the input, floating-point operations will not be computed-14 21:26:14,270 >> 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] 2022-03-14 21:26:40,975 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-14 21:26:14,270 >> 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 runs/Mar14_12-45-38_sanchit--v100/events.out.tfevents.1647261962.sanchit--v100.3790513.0: 5%| | 32.0k/696kg-point operations will not be computed-14 21:26:14,270 >> 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 runs/Mar14_12-45-38_sanchit--v100/events.out.tfevents.1647261962.sanchit--v100.3790513.0: 5%| | 32.0k/696kg-point operations will not be computed-14 21:26:14,270 >> 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 runs/Mar14_12-45-38_sanchit--v100/events.out.tfevents.1647261962.sanchit--v100.3790513.0: 5%| | 32.0k/696kg-point operations will not be computed-14 21:26:14,270 >> 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 runs/Mar14_12-45-38_sanchit--v100/events.out.tfevents.1647261962.sanchit--v100.3790513.0: 5%| | 32.0k/696kg-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 7%|███▎ | 150M/2.12G [00:09<01:59, 17.8MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 8%|████ | 184M/2.12G [00:11<01:56, 17.9MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 10%|████▊ | 219M/2.12G [00:13<01:54, 17.9MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 12%|█████▌ | 250M/2.12G [00:15<01:59, 16.9MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 13%|██████▏ | 279M/2.12G [00:17<02:04, 16.0MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 14%|██████▌ | 295M/2.12G [00:19<02:42, 12.1MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 14%|██████▊ | 307M/2.12G [00:21<03:38, 8.97MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 15%|███████ | 318M/2.12G [00:23<04:23, 7.38MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 15%|███████▎ | 333M/2.12G [00:25<04:12, 7.65MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 16%|███████▊ | 351M/2.12G [00:27<03:39, 8.70MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 17%|████████ | 364M/2.12G [00:29<04:09, 7.59MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 17%|████████▍ | 379M/2.12G [00:31<04:04, 7.68MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 18%|████████▊ | 398M/2.12G [00:33<03:32, 8.75MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 19%|█████████▎ | 419M/2.12G [00:35<03:03, 10.0MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 20%|█████████▊ | 444M/2.12G [00:37<02:36, 11.6MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 22%|██████████▍ | 473M/2.12G [00:39<02:11, 13.6MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 23%|███████████▏ | 505M/2.12G [00:41<01:55, 15.1MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 25%|███████████▊ | 533M/2.12G [00:43<01:54, 15.1MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 26%|████████████▍ | 560M/2.12G [00:45<01:56, 14.5MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 27%|████████████▉ | 587M/2.12G [00:47<01:57, 14.1MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 37%|█████████████████▊ | 804M/2.12G [00:59<01:12, 19.9MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 39%|██████████████████▌ | 842M/2.12G [01:01<01:09, 20.1MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 41%|███████████████████▍ | 881M/2.12G [01:03<01:06, 20.2MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 42%|████████████████████▎ | 918M/2.12G [01:05<01:06, 19.8MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 44%|█████████████████████▏ | 957M/2.12G [01:07<01:03, 20.0MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 46%|██████████████████████ | 998M/2.12G [01:09<00:59, 20.7MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 48%|██████████████████████▍ | 1.01G/2.12G [01:11<00:58, 20.3MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 49%|███████████████████████▏ | 1.05G/2.12G [01:13<00:56, 20.3MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 51%|████████████████████████ | 1.09G/2.12G [01:15<00:55, 20.1MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 53%|████████████████████████▉ | 1.12G/2.12G [01:17<00:53, 19.9MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 91%|██████████████████████████████████████████▋ | 1.93G/2.12G [02:01<00:10, 20.3MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 93%|███████████████████████████████████████████▌ | 1.97G/2.12G [02:03<00:08, 20.2MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 95%|████████████████████████████████████████████▍ | 2.01G/2.12G [02:05<00:06, 20.3MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 96%|█████████████████████████████████████████████▎ | 2.04G/2.12G [02:07<00:04, 20.3MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 98%|██████████████████████████████████████████████ | 2.08G/2.12G [02:09<00:02, 20.2MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 100%|██████████████████████████████████████████████▉| 2.12G/2.12G [02:11<00:00, 20.0MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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 pytorch_model.bin: 100%|██████████████████████████████████████████████▉| 2.12G/2.12G [02:11<00:00, 20.0MB/s]g-point operations will not be computed-14 21:26:14,270 >> 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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03/14/2022 21:30:07 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-2-bart-large-no-adapter
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Upload file pytorch_model.bin: 100%|███████████████████████████████████████████████| 2.12G/2.12G [02:12<00:00, 17.2MB/s]To https://huggingface.co/sanchit-gandhi/wav2vec2-2-bart-large-no-adaptermate 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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wandb/run-20220314_124602-2fs73jtc/logs/debug-internal.log
CHANGED
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2022-03-14 21:27:35,484 DEBUG SenderThread:3790626 [sender.py:send():235] send: stats
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