add evaluation with lm

README.md

@@ -18,12 +18,12 @@ model-index:
       type: mozilla-foundation/common_voice_8_0
       args: fr
     metrics:
-       - name: Test WER
+       - name: Test WER (with LM)
          type: wer
-         value: 18.33
-       - name: Test CER
+         value: 15.40
+       - name: Test CER (with LM)
          type: cer
-         value: 5.60
+         value: 5.36
   - task:
       name: Automatic Speech Recognition
       type: automatic-speech-recognition
@@ -32,12 +32,12 @@ model-index:
       type: speech-recognition-community-v2/dev_data
       args: fr
     metrics:
-       - name: Test WER
+       - name: Test WER (with LM)
          type: wer
-         value: 31.33
-       - name: Test CER
+         value: 25.05
+       - name: Test CER (with LM)
          type: cer
-         value: 13.20
+         value: 12.45
 
 ---
 
@@ -123,6 +123,6 @@ With LM:
 
 | Dataset    | WER   | CER   |
 |:----------:|:-----:|:-----:|
-| TEST CV    | /     | /     |
-| DEV audio  | /     | /     |
+| TEST CV    | 15.40 | 5.36  |
+| DEV audio  | 25.05 | 12.45 |
 | TEST audio | /     | /     |

mozilla-foundation_common_voice_8_0_fr_test_eval_results.txt

@@ -0,0 +1,2 @@
+WER: 0.15396508696182148
+CER: 0.05357327214767151

speech-recognition-community-v2_dev_data_fr_validation_eval_results.txt

@@ -0,0 +1,2 @@
+WER: 0.2505069622820062
+CER: 0.12450749232153384

wandb/run-20220206_201634-uhiy9e2t/files/config.yaml

@@ -9437,7 +9437,13 @@ _wandb:
       - 1
       - 5
       - 11
+      2:
+      - 1
+      - 5
+      - 11
       3:
+      - 1
+      - 7
       - 13
       4: 3.8.8
       5: 0.12.10

wandb/run-20220206_201634-uhiy9e2t/files/output.log

@@ -11889,3 +11889,11 @@ Upload file wandb/run-20220206_201634-uhiy9e2t/run-uhiy9e2t.wandb:  78%|██
    39a2094..495992b  main -> main
 Upload file wandb/run-20220206_201634-uhiy9e2t/run-uhiy9e2t.wandb: 100%|████████████████████████████████████████████████████████████████████| 118M/118M [00:05<00:00, 23.9MB/s]
 Dropping the following result as it does not have all the necessary fields:
+{}
+
+
+Upload file wandb/run-20220206_201634-uhiy9e2t/run-uhiy9e2t.wandb:  65%|███████████████████████████████████████████▍                       | 76.2M/118M [00:04<00:01, 22.7MB/s]
+02/08/2022 03:43:48 - WARNING - huggingface_hub.repository - To https://huggingface.co/Plim/xls-r-1b-cv_8-fr
+Upload file wandb/run-20220206_201634-uhiy9e2t/run-uhiy9e2t.wandb:  89%|████████████████████████████████████████████████████████████▊       | 105M/118M [00:05<00:00, 25.0MB/s]To https://huggingface.co/Plim/xls-r-1b-cv_8-fr
+   495992b..66fa99e  main -> main
+Upload file wandb/run-20220206_201634-uhiy9e2t/run-uhiy9e2t.wandb: 100%|████████████████████████████████████████████████████████████████████| 118M/118M [00:06<00:00, 20.0MB/s]

wandb/run-20220206_201634-uhiy9e2t/logs/debug-internal.log

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'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'amp', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': 'None', 'local_rank': -1, 'xpu_backend': 'None', 'tpu_num_cores': 'None', 'tpu_metrics_debug': False, 'debug': '[]', 'dataloader_drop_last': False, 'eval_steps': 1000, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': './', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': 'None', 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'sharded_ddp': '[]', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'adamw_hf', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'input_length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', '_n_gpu': 1, 'mp_parameters': '', 'train_batch_size': 16, 'eval_batch_size': 16}
 2022-02-06 20:16:36,875 INFO    MainThread:9578 [wandb_watch.py:watch():43] Watching
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wandb/run-20220206_201634-uhiy9e2t/run-uhiy9e2t.wandb

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