| 11%|███████ | 499/4560 [23:43<3:19:11, 2.94s/it] | |
| 11%|███████ | 500/4560 [23:47<3:44:34, 3.32s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| Configuration saved in ./checkpoint-500/config.json | |
| {'eval_loss': 3.128021001815796, 'eval_wer': 1.0, 'eval_runtime': 61.7966, 'eval_samples_per_second': 27.202, 'eval_steps_per_second': 3.414, 'epoch': 8.77} | |
| Model weights saved in ./checkpoint-500/pytorch_model.bin | |
| Configuration saved in ./checkpoint-500/preprocessor_config.json | |
| Configuration saved in ./preprocessor_config.json | |
| Several commits (2) will be pushed upstream. | |
| 02/04/2022 17:26:42 - WARNING - huggingface_hub.repository - Several commits (2) will be pushed upstream. | |
| Deleting older checkpoint [checkpoint-1000] due to args.save_total_limit | |
| 22%|██████████████ | 999/4560 [49:53<3:13:46, 3.27s/it] | |
| 22%|█████████████▊ | 1000/4560 [49:57<3:26:16, 3.48s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| 100%|██████████████████████████████████████████████████████████████████▋| 210/211 [01:00<00:00, 3.42it/s] | |
| Configuration saved in ./checkpoint-1000/config.json | |
| Model weights saved in ./checkpoint-1000/pytorch_model.bin | |
| Configuration saved in ./checkpoint-1000/preprocessor_config.json | |
| Configuration saved in ./preprocessor_config.json | |
| Deleting older checkpoint [checkpoint-2000] due to args.save_total_limit | |
| 33%|████████████████████ | 1500/4560 [1:16:06<2:58:54, 3.51s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| 0%| | 0/211 [00:00<?, ?it/s] | |
| Configuration saved in ./checkpoint-1500/config.json | |
| {'eval_loss': 0.4207763671875, 'eval_wer': 0.4486379114642452, 'eval_runtime': 61.6392, 'eval_samples_per_second': 27.272, 'eval_steps_per_second': 3.423, 'epoch': 26.32} | |
| Model weights saved in ./checkpoint-1500/pytorch_model.bin | |
| Configuration saved in ./checkpoint-1500/preprocessor_config.json | |
| Configuration saved in ./preprocessor_config.json | |
| Deleting older checkpoint [checkpoint-500] due to args.save_total_limit | |
| 44%|██████████████████████████▊ | 2000/4560 [1:42:02<2:20:20, 3.29s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| {'loss': 0.4484, 'learning_rate': 3.079326923076923e-05, 'epoch': 35.09} | |
| 100%|██████████████████████████████████████████████████████████████████▋| 210/211 [00:59<00:00, 3.57it/s] | |
| Configuration saved in ./checkpoint-2000/config.json | |
| Model weights saved in ./checkpoint-2000/pytorch_model.bin | |
| Configuration saved in ./checkpoint-2000/preprocessor_config.json | |
| Configuration saved in ./preprocessor_config.json | |
| Deleting older checkpoint [checkpoint-1000] due to args.save_total_limit | |
| 55%|█████████████████████████████████▍ | 2499/4560 [2:07:54<1:45:53, 3.08s/it] | |
| 55%|█████████████████████████████████▍ | 2500/4560 [2:07:57<1:45:34, 3.07s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| 100%|██████████████████████████████████████████████████████████████████▋| 210/211 [00:58<00:00, 3.58it/s] | |
| Configuration saved in ./checkpoint-2500/config.json | |
| Model weights saved in ./checkpoint-2500/pytorch_model.bin | |
| Configuration saved in ./checkpoint-2500/preprocessor_config.json | |
| Configuration saved in ./preprocessor_config.json | |
| Deleting older checkpoint [checkpoint-1500] due to args.save_total_limit | |
| 66%|████████████████████████████████████████▏ | 3000/4560 [2:33:52<1:16:14, 2.93s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| 0%| | 0/211 [00:00<?, ?it/s] | |
| 100%|██████████████████████████████████████████████████████████████████▋| 210/211 [00:59<00:00, 3.64it/s] | |
| Configuration saved in ./checkpoint-3000/config.json | |
| Model weights saved in ./checkpoint-3000/pytorch_model.bin | |
| Configuration saved in ./checkpoint-3000/preprocessor_config.json | |
| Configuration saved in ./preprocessor_config.json | |
| Deleting older checkpoint [checkpoint-2000] due to args.save_total_limit | |
| 77%|████████████████████████████████████████████████▎ | 3499/4560 [2:59:56<52:10, 2.95s/it] | |
| 77%|████████████████████████████████████████████████▎ | 3500/4560 [2:59:58<50:45, 2.87s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| 100%|██████████████████████████████████████████████████████████████████▋| 210/211 [00:59<00:00, 3.55it/s] | |
| Configuration saved in ./checkpoint-3500/config.json | |
| Model weights saved in ./checkpoint-3500/pytorch_model.bin | |
| Configuration saved in ./checkpoint-3500/preprocessor_config.json | |
| Configuration saved in ./preprocessor_config.json | |
| Deleting older checkpoint [checkpoint-2500] due to args.save_total_limit | |
| 88%|███████████████████████████████████████████████████████▏ | 3999/4560 [3:25:54<26:00, 2.78s/it] | |
| 88%|███████████████████████████████████████████████████████▎ | 4000/4560 [3:25:57<25:14, 2.70s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| 100%|██████████████████████████████████████████████████████████████████▋| 210/211 [00:59<00:00, 3.64it/s] | |
| Configuration saved in ./checkpoint-4000/config.json | |
| Model weights saved in ./checkpoint-4000/pytorch_model.bin | |
| Configuration saved in ./checkpoint-4000/preprocessor_config.json | |
| Configuration saved in ./preprocessor_config.json | |
| Deleting older checkpoint [checkpoint-3000] due to args.save_total_limit | |
| 99%|██████████████████████████████████████████████████████████████▏| 4500/4560 [3:51:54<02:25, 2.42s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| 2%|█▋ | 5/211 [00:01<00:49, 4.17it/s] | |
| 99%|██████████████████████████████████████████████████████████████████ | 208/211 [00:59<00:00, 3.42it/s] | |
| Configuration saved in ./checkpoint-4500/config.json | |
| Model weights saved in ./checkpoint-4500/pytorch_model.bin | |
| Configuration saved in ./checkpoint-4500/preprocessor_config.json | |
| Configuration saved in ./preprocessor_config.json | |
| Deleting older checkpoint [checkpoint-3500] due to args.save_total_limit | |
| 100%|██████████████████████████████████████████████████████████████▉| 4559/4560 [3:57:04<00:02, 2.05s/it] | |
| 100%|███████████████████████████████████████████████████████████████| 4560/4560 [3:57:06<00:00, 2.16s/it] | |
| Training completed. Do not forget to share your model on huggingface.co/models =) | |
| 100%|███████████████████████████████████████████████████████████████| 4560/4560 [3:57:06<00:00, 3.12s/it] | |
| Saving model checkpoint to ./ | |
| Configuration saved in ./config.json | |
| Model weights saved in ./pytorch_model.bin | |
| Configuration saved in ./preprocessor_config.json | |
| Saving model checkpoint to ./ | |
| Configuration saved in ./config.json | |
| Model weights saved in ./pytorch_model.bin | |
| Configuration saved in ./preprocessor_config.json | |
| Upload file pytorch_model.bin: 98%|████████████████████████████████▎| 1.15G/1.18G [00:40<00:00, 29.7MB/s]To https://huggingface.co/ayameRushia/wav2vec2-large-xls-r-300m-el | |
| d144cd4..4fe64b9 main -> main | |
| Upload file pytorch_model.bin: 100%|█████████████████████████████████| 1.18G/1.18G [00:41<00:00, 30.5MB/s] | |
| 02/04/2022 20:59:39 - WARNING - huggingface_hub.repository - To https://huggingface.co/ayameRushia/wav2vec2-large-xls-r-300m-el | |
| d144cd4..4fe64b9 main -> main | |
| Dropping the following result as it does not have all the necessary fields: | |
| {'dataset': {'name': 'common_voice', 'type': 'common_voice', 'args': 'el'}} | |
| To https://huggingface.co/ayameRushia/wav2vec2-large-xls-r-300m-el | |
| 4fe64b9..2cd2df2 main -> main | |
| 02/04/2022 20:59:46 - WARNING - huggingface_hub.repository - To https://huggingface.co/ayameRushia/wav2vec2-large-xls-r-300m-el | |
| 4fe64b9..2cd2df2 main -> main | |
| The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. | |
| ***** Running Evaluation ***** | |
| Num examples = 1681 | |
| Batch size = 8 | |
| 1%|▋ | 2/211 [00:00<00:24, 8.66it/s] | |
| ***** train metrics ***** | |
| epoch = 80.0 | |
| train_loss = 1.1972 | |
| train_runtime = 3:57:08.90 | |
| train_samples = 3626 | |
| train_samples_per_second = 20.387 | |
| train_steps_per_second = 0.32 | |
| 5%|███▏ | 10/211 [00:02<00:57, 3.50it/s] | |
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| 27%|██████████████████▎ | 57/211 [00:17<00:43, 3.57it/s] | |
| 30%|████████████████████▋ | 64/211 [00:19<00:44, 3.31it/s] | |
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| 37%|█████████████████████████▏ | 78/211 [00:23<00:38, 3.49it/s] | |
| 39%|██████████████████████████▋ | 83/211 [00:24<00:40, 3.19it/s] | |
| 43%|█████████████████████████████▎ | 91/211 [00:26<00:27, 4.37it/s] | |
| 46%|███████████████████████████████▌ | 98/211 [00:28<00:30, 3.66it/s] | |
| 50%|█████████████████████████████████▎ | 105/211 [00:30<00:30, 3.48it/s] | |
| 54%|███████████████████████████████████▉ | 113/211 [00:32<00:26, 3.68it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| ***** eval metrics ***** | |
| epoch = 80.0 | |
| eval_loss = 0.3218 | |
| eval_runtime = 0:01:01.39 | |
| eval_samples = 1681 | |
| eval_samples_per_second = 27.38 | |
| eval_steps_per_second = 3.437 | |
| eval_wer = 0.3095 | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |
| 02/04/2022 21:01:14 - WARNING - huggingface_hub.repository - To https://huggingface.co/ayameRushia/wav2vec2-large-xls-r-300m-el | |
| 2cd2df2..3821326 main -> main | |
| 57%|██████████████████████████████████████ | 120/211 [00:34<00:24, 3.67it/s] | |