update model card README.md

README.md

@@ -15,8 +15,8 @@ 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: 4.6704
-- Wer: 1.9590
+- Loss: 4.8739
+- Wer: 1.9278
 
 ## Model description
 
@@ -39,8 +39,8 @@ The following hyperparameters were used during training:
 - train_batch_size: 12
 - eval_batch_size: 12
 - seed: 42
-- gradient_accumulation_steps: 2
-- total_train_batch_size: 24
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 48
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
@@ -51,8 +51,7 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Wer    |
 |:-------------:|:-----:|:----:|:---------------:|:------:|
-| 4.853         | 0.42  | 500  | 5.1413          | 1.9614 |
-| 4.6367        | 0.84  | 1000 | 4.6704          | 1.9590 |
+| 4.7669        | 0.84  | 500  | 4.8739          | 1.9278 |
 
 
 ### Framework versions

wandb/run-20220302_180214-gd4yxtv7/files/output.log

@@ -3004,3 +3004,86 @@
 [INFO|trainer.py:2114] 2022-03-02 19:37:33,976 >> Saving model checkpoint to ./=)███| 594/594 [1:35:17<00:00,  3.88s/it][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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|trainer.py:2114] 2022-03-02 19:37:50,389 >> Saving model checkpoint to ./ ./pytorch_model.bin:17<00:00,  3.88s/it][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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] 2022-03-02 19:38:06,575 >> Model weights saved in ./pytorch_model.bin:17<00:00,  3.88s/it][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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%|▏                                              | 13.8M/2.99G [00:01<03:41, 14.4MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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%|▊                                              | 52.4M/2.99G [00:03<02:46, 19.0MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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:   3%|█▍                                             | 94.8M/2.99G [00:05<02:28, 21.0MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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%|██▏                                             | 137M/2.99G [00:07<02:23, 21.4MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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%|██▊                                             | 178M/2.99G [00:09<02:20, 21.6MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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:   7%|███▍                                            | 219M/2.99G [00:11<02:18, 21.6MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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:   7%|███▍                                            | 219M/2.99G [00:11<02:18, 21.6MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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:   7%|███▍                                            | 219M/2.99G [00:11<02:18, 21.6MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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:   7%|███▍                                            | 219M/2.99G [00:11<02:18, 21.6MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|███████████| 34.4M/34.4M [00:19<00:00, 16.2MB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`,  you can safely ignore this message.
+03/02/2022 19:42:23 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search
+Upload file wandb/run-20220302_180214-gd4yxtv7/run-gd4yxtv7.wandb: 100%|████████████| 34.4M/34.4M [02:38<00:00, 153kB/s][INFO|trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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|modelcard.py:460] 2022-03-02 19:42:26,793 >> Dropping the following result as it does not have all the necessary fields:trainer.py:1492] 2022-03-02 19:37:33,975 >> 1,943 >> Could not estimate the number of tokens of the input, floating-point operations will not 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-20220302_180214-gd4yxtv7/logs/debug-internal.log

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