update model card README.md

README.md

@@ -14,6 +14,9 @@ should probably proofread and complete it, then remove this comment. -->
 # 
 
 This model was trained from scratch on the librispeech_asr dataset.
+It achieves the following results on the evaluation set:
+- Loss: 4.2076
+- Wer: 1.9033
 
 ## Model description
 
@@ -32,12 +35,12 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 1e-05
-- train_batch_size: 12
-- eval_batch_size: 12
+- learning_rate: 3e-05
+- train_batch_size: 8
+- eval_batch_size: 8
 - seed: 42
-- gradient_accumulation_steps: 8
-- total_train_batch_size: 96
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 16
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
@@ -46,6 +49,11 @@ The following hyperparameters were used during training:
 
 ### Training results
 
+| Training Loss | Epoch | Step | Validation Loss | Wer    |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 4.114         | 0.28  | 500  | 4.3113          | 1.9472 |
+| 4.3994        | 0.56  | 1000 | 4.2764          | 1.9604 |
+| 4.3001        | 0.84  | 1500 | 4.2076          | 1.9033 |
 
 
 ### Framework versions

wandb/run-20220301_013112-3e2necnj/files/output.log

@@ -5435,3 +5435,82 @@
 {'loss': 3.5579, 'learning_rate': 9.345794392523364e-08, 'epoch': 1.0}
 [INFO|trainer.py:2114] 2022-03-01 03:53:24,709 >> Saving model checkpoint to ./ ./pytorch_model.bin:53<00:00,  1.50s/it][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
 [INFO|modeling_utils.py:1081] 2022-03-01 03:53:41,008 >> Model weights saved in ./pytorch_model.bin:53<00:00,  1.50s/it][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file pytorch_model.bin:   0%|                                                       | 32.0k/2.99G [00:00<?, ?B/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file pytorch_model.bin:   1%|▍                                              | 31.7M/2.99G [00:02<03:07, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file pytorch_model.bin:   2%|█                                              | 68.8M/2.99G [00:04<02:47, 18.7MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file pytorch_model.bin:   4%|█▋                                              | 110M/2.99G [00:06<02:32, 20.3MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file pytorch_model.bin:   5%|██▎                                             | 150M/2.99G [00:08<02:27, 20.7MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file pytorch_model.bin:   6%|██▉                                             | 190M/2.99G [00:10<02:25, 20.8MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file pytorch_model.bin:   8%|███▌                                            | 230M/2.99G [00:12<02:22, 20.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file pytorch_model.bin:   8%|███▌                                            | 230M/2.99G [00:12<02:22, 20.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+   07d31f4..9f862b3  main -> main3112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+   07d31f4..9f862b3  main -> main3112-3e2necnj/run-3e2necnj.wandb: 100%|███████████| 52.9M/52.9M [00:15<00:00, 16.9MB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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.
+03/01/2022 03:57:48 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search
+Upload file wandb/run-20220301_013112-3e2necnj/run-3e2necnj.wandb: 100%|████████████| 52.9M/52.9M [02:31<00:00, 217kB/s][INFO|trainer.py:1492] 2022-03-01 03:53:07,115 >> 6,589 >> 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-20220301_013112-3e2necnj/logs/debug-internal.log

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