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wav2vec2-gpt2-wandb-grid-search

Automatic Speech Recognition
Transformers
PyTorch
speech-encoder-decoder
Generated from Trainer
Inference Endpoints
Model card Files Community
sanchit-gandhi commited on
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9f60015
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update model card README.md

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  1. README.md +5 -7
  2. wandb/run-20220228_122826-3vepvy3m/files/output.log +88 -0
  3. wandb/run-20220228_122826-3vepvy3m/logs/debug-internal.log +115 -0
  4. wandb/run-20220228_122826-3vepvy3m/run-3vepvy3m.wandb +2 -2
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: 4.1663
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- - Wer: 1.9185
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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: 8
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  - eval_batch_size: 8
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  - seed: 42
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- - gradient_accumulation_steps: 2
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- - total_train_batch_size: 16
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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
@@ -51,9 +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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- | 4.1576 | 0.28 | 500 | 4.2562 | 1.9558 |
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- | 4.5621 | 0.56 | 1000 | 4.1966 | 1.9577 |
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- | 4.3547 | 0.84 | 1500 | 4.1663 | 1.9185 |
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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: 4.2289
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+ - Wer: 1.9633
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  ## Model description
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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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  | Training Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 4.3305 | 0.56 | 500 | 4.2289 | 1.9633 |
 
 
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  ### Framework versions
wandb/run-20220228_122826-3vepvy3m/files/output.log CHANGED
@@ -3843,3 +3843,91 @@ Adding files tracked by Git LFS: ['wandb/run-20220228_122826-3vepvy3m/run-3vepvy
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  {'loss': 4.0199, 'learning_rate': 7.653061224489796e-08, 'epoch': 1.0}
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  [INFO|trainer.py:2114] 2022-02-28 14:14:46,883 >> Saving model checkpoint to ./d in ./config.jsons of the input, floating-point operations will not be computed-28 14:14:26,220 >> 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] 2022-02-28 14:15:03,458 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-28 14:14:26,220 >> 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': 4.0199, 'learning_rate': 7.653061224489796e-08, 'epoch': 1.0}
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  [INFO|trainer.py:2114] 2022-02-28 14:14:46,883 >> Saving model checkpoint to ./d in ./config.jsons of the input, floating-point operations will not be computed-28 14:14:26,220 >> 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] 2022-02-28 14:15:03,458 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-28 14:14:26,220 >> 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] 2022-02-28 14:15:03,458 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-28 14:14:26,220 >> 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] 2022-02-28 14:15:03,458 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-28 14:14:26,220 >> 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] 2022-02-28 14:15:03,458 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-28 14:14:26,220 >> 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] 2022-02-28 14:15:03,458 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-28 14:14:26,220 >> 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: 5%|██▌ | 166M/2.99G [00:09<02:26, 20.8MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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%|███▏ | 207M/2.99G [00:11<02:20, 21.2MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 9%|████▌ | 289M/2.99G [00:15<02:15, 21.4MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 11%|█████▏ | 330M/2.99G [00:17<02:13, 21.4MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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%|███████ | 449M/2.99G [00:23<02:12, 20.7MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 55%|█████████████████████████▊ | 1.64G/2.99G [01:43<01:09, 20.9MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 56%|██████████████████████████▍ | 1.68G/2.99G [01:45<01:06, 21.3MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 58%|███████████████████████████ | 1.72G/2.99G [01:47<01:04, 21.0MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3899
+ Upload file pytorch_model.bin: 59%|███████████████████████████▋ | 1.76G/2.99G [01:49<01:03, 20.9MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3900
+ Upload file pytorch_model.bin: 60%|████████████████████████████▎ | 1.80G/2.99G [01:51<01:01, 20.9MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 61%|████████████████████████████▉ | 1.84G/2.99G [01:53<00:59, 20.7MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3902
+ Upload file pytorch_model.bin: 63%|█████████████████████████████▌ | 1.88G/2.99G [01:55<00:57, 20.7MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3903
+ Upload file pytorch_model.bin: 64%|██████████████████████████████ | 1.92G/2.99G [01:57<00:55, 20.8MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3904
+ Upload file pytorch_model.bin: 65%|██████████████████████████████▊ | 1.96G/2.99G [01:59<00:52, 21.1MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 67%|███████████████████████████████▎ | 1.99G/2.99G [02:01<00:51, 20.8MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3906
+ Upload file pytorch_model.bin: 68%|███████████████████████████████▉ | 2.03G/2.99G [02:03<00:50, 20.4MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3907
+ Upload file pytorch_model.bin: 69%|████████████████████████████████▌ | 2.07G/2.99G [02:05<00:48, 20.5MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3908
+ Upload file pytorch_model.bin: 71%|█████████████████████████████████▏ | 2.11G/2.99G [02:07<00:45, 20.6MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3909
+ Upload file pytorch_model.bin: 72%|█████████████████████████████████▊ | 2.15G/2.99G [02:09<00:43, 20.8MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3910
+ Upload file pytorch_model.bin: 73%|██████████████████████████████████▍ | 2.19G/2.99G [02:11<00:41, 20.9MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3911
+ Upload file pytorch_model.bin: 74%|██████████████████████████████████▉ | 2.23G/2.99G [02:13<00:40, 20.4MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3912
+ Upload file pytorch_model.bin: 76%|███████████████████████████████████▌ | 2.26G/2.99G [02:15<00:38, 20.4MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 77%|████████████████████████████████████▏ | 2.30G/2.99G [02:17<00:35, 20.6MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 78%|████████████████████████████████████▊ | 2.34G/2.99G [02:19<00:33, 21.0MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 80%|█████████████████████████████████████▍ | 2.38G/2.99G [02:21<00:30, 21.2MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 81%|██████████████████████████████████████ | 2.42G/2.99G [02:23<00:28, 21.4MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 82%|██████████████████████████████████████▋ | 2.46G/2.99G [02:25<00:26, 21.4MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3918
+ Upload file pytorch_model.bin: 84%|███████████████████████████████████████▎ | 2.50G/2.99G [02:27<00:24, 21.3MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 85%|██��████████████████████████████████████▉ | 2.54G/2.99G [02:29<00:22, 21.1MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 86%|████████████████████████████████████████▌ | 2.58G/2.99G [02:31<00:20, 21.3MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 88%|█████████████████████████████████████████▏ | 2.62G/2.99G [02:33<00:18, 21.6MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 89%|█████████████████████████████████████████▉ | 2.66G/2.99G [02:35<00:15, 22.1MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 90%|██████████████████████████████████████████▌ | 2.71G/2.99G [02:37<00:13, 22.1MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 92%|███████████████████████████████████████████▏ | 2.75G/2.99G [02:39<00:12, 21.7MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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%|███████████████████████████████████████████▊ | 2.79G/2.99G [02:41<00:10, 21.5MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 94%|████████████████████████████████████████████▍ | 2.82G/2.99G [02:43<00:08, 21.1MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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%|████████████████████████████████████████████▉ | 2.86G/2.99G [02:45<00:06, 20.9MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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: 97%|█████████████████████████████████████████████▌ | 2.90G/2.99G [02:47<00:04, 20.6MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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%|██████████████████████████████████████████████▏| 2.94G/2.99G [02:49<00:02, 20.6MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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%|██████████████████████████████████████████████▊| 2.98G/2.99G [02:51<00:00, 20.5MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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%|██████████████████████████████████████████████▊| 2.98G/2.99G [02:51<00:00, 20.5MB/s]g-point operations will not be computed-28 14:14:26,220 >> 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.
3932
+ 02/28/2022 14:19:35 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search
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+ Upload file pytorch_model.bin: 100%|███████████████████████████████████████████████| 2.99G/2.99G [02:52<00:00, 18.6MB/s]To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-searchimate 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_122826-3vepvy3m/logs/debug-internal.log CHANGED
@@ -10708,3 +10708,118 @@
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  2022-02-28 14:16:33,800 DEBUG HandlerThread:222811 [handler.py:handle_request():131] handle_request: stop_status
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