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: 0.3297
-- Wer: 0.0949
+- Loss: 0.3650
+- Wer: 0.1121
 
 ## Model description
 
@@ -39,8 +39,8 @@ The following hyperparameters were used during training:
 - train_batch_size: 8
 - eval_batch_size: 8
 - seed: 42
-- gradient_accumulation_steps: 8
-- total_train_batch_size: 64
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 128
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
@@ -51,10 +51,8 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Wer    |
 |:-------------:|:-----:|:----:|:---------------:|:------:|
-| 4.6521        | 1.12  | 500  | 4.4441          | 1.7012 |
-| 0.5486        | 2.24  | 1000 | 0.5550          | 0.1753 |
-| 0.1277        | 3.36  | 1500 | 0.3497          | 0.1040 |
-| 0.0753        | 4.48  | 2000 | 0.3297          | 0.0949 |
+| 4.3539        | 2.24  | 500  | 4.0502          | 1.7867 |
+| 0.1399        | 4.48  | 1000 | 0.3650          | 0.1121 |
 
 
 ### Framework versions

wandb/run-20220325_193848-1sz5964i/files/output.log

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 100%|█████████████████████████████████████████████████████████████████████████████| 1115/1115 [7:12:59<00:00, 23.30s/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
 [INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:00,252 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
 [INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+[INFO|feature_extraction_utils.py:324] 2022-03-26 02:52:12,187 >> Configuration saved in ./preprocessor_config.jsons/it]g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+03/26/2022 02:55:30 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-2-bart-large-cnn
+Upload file runs/Mar25_19-38-20_sanchit--v100/events.out.tfevents.1648237127.sanchit--v100.1762967.0: 100%|█| 181k/181k g-point operations will not be computed-26 02:44:45,865 >> `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...

wandb/run-20220325_193848-1sz5964i/logs/debug-internal.log

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