sanchit-gandhi HF staff commited on
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update model card README.md

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README.md CHANGED
@@ -15,8 +15,8 @@ should probably proofread and complete it, then remove this comment. -->
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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: 4.1682
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- - Wer: 1.9666
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  ## Model description
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@@ -39,8 +39,8 @@ The following hyperparameters were used during training:
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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
@@ -51,8 +51,7 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | 4.4503 | 0.42 | 500 | 4.2349 | 1.9679 |
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- | 4.555 | 0.84 | 1000 | 4.1682 | 1.9666 |
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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: 4.2001
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+ - Wer: 1.9599
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  ## Model description
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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: 4
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+ - total_train_batch_size: 48
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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 Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 4.4108 | 0.84 | 500 | 4.2001 | 1.9599 |
 
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  ### Framework versions
wandb/run-20220228_185039-2l3jouo4/files/output.log CHANGED
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  [INFO|trainer.py:2114] 2022-02-28 20:25:57,230 >> Saving model checkpoint to ./=)███| 594/594 [1:35:16<00:00, 3.88s/it][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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] 2022-02-28 20:26:13,677 >> Saving model checkpoint to ./ ./pytorch_model.bin:16<00:00, 3.88s/it][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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|modeling_utils.py:1081] 2022-02-28 20:26:29,910 >> Model weights saved in ./pytorch_model.bin:16<00:00, 3.88s/it][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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] 2022-02-28 20:25:57,230 >> Saving model checkpoint to ./=)███| 594/594 [1:35:16<00:00, 3.88s/it][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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] 2022-02-28 20:26:13,677 >> Saving model checkpoint to ./ ./pytorch_model.bin:16<00:00, 3.88s/it][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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|modeling_utils.py:1081] 2022-02-28 20:26:29,910 >> Model weights saved in ./pytorch_model.bin:16<00:00, 3.88s/it][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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: 0%| | 32.0k/2.99G [00:00<?, ?B/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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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+ 7bf7ab8..3ed2d83 main -> main5039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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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+ 7bf7ab8..3ed2d83 main -> main5039-2l3jouo4/run-2l3jouo4.wandb: 100%|███████████| 35.6M/35.6M [00:18<00:00, 15.9MB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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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+ 02/28/2022 20:30:44 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search
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+ Upload file wandb/run-20220228_185039-2l3jouo4/run-2l3jouo4.wandb: 100%|████████████| 35.6M/35.6M [02:34<00:00, 165kB/s][INFO|trainer.py:1492] 2022-02-28 20:25:57,228 >> 5,181 >> 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.
wandb/run-20220228_185039-2l3jouo4/logs/debug-internal.log CHANGED
@@ -8712,3 +8712,109 @@
8712
  2022-02-28 20:27:50,404 DEBUG SenderThread:231592 [sender.py:send_request():249] send_request: stop_status
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  2022-02-28 20:28:05,459 DEBUG HandlerThread:231592 [handler.py:handle_request():131] handle_request: stop_status
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+ 2022-02-28 20:28:08,986 DEBUG SenderThread:231592 [sender.py:send():235] send: stats
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+ 2022-02-28 20:28:20,527 DEBUG HandlerThread:231592 [handler.py:handle_request():131] handle_request: stop_status
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