rahul7star commited on
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Chatterbox fine-tuned model + logs

Browse files
runs/Feb07_05-33-18_r-rahul7star-chatterbox-train-gfkn44wm-f343a-8jf6z/events.out.tfevents.1770438798.r-rahul7star-chatterbox-train-gfkn44wm-f343a-8jf6z.441.0 ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:932bbf7aad11cac9726928fb9a8695f5175258dbdaa29386ea089aa3760b0ce3
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+ size 4094
training.log CHANGED
@@ -2,7 +2,7 @@ loaded PerthNet (Implicit) at step 250,000
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  /usr/local/lib/python3.13/site-packages/perth/perth_net/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
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  from pkg_resources import resource_filename
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- 02/07/2026 05:27:34 - INFO - __main__ - Training/evaluation parameters CustomTrainingArguments(
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  accelerator_config={'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None, 'use_configured_state': False},
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  adam_beta1=0.9,
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  adam_beta2=0.999,
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  warmup_steps=1.0,
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  weight_decay=0.0,
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  )
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- 02/07/2026 05:27:34 - INFO - __main__ - Model parameters ModelArguments(model_name_or_path='ResembleAI/chatterbox', local_model_dir=None, cache_dir=None, freeze_voice_encoder=True, freeze_s3gen=True)
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- 02/07/2026 05:27:34 - INFO - __main__ - Data parameters DataArguments(language='hi', dataset_dir=None, metadata_file=None, dataset_name='rahul7star/hindi-speech-dataset', dataset_config_name=None, train_split_name='train', eval_split_name='validation', text_column_name='text_scribe', audio_column_name='audio', max_text_len=256, max_speech_len=800, audio_prompt_duration_s=3.0, eval_split_size=0.0002, preprocessing_num_workers=None, ignore_verifications=False)
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- 02/07/2026 05:27:34 - INFO - __main__ - Loading ChatterboxTTS model...
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- 02/07/2026 05:27:34 - INFO - __main__ - Loading model from Hugging Face Hub: ResembleAI/chatterbox
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  /usr/local/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py:202: UserWarning: The `local_dir_use_symlinks` argument is deprecated and ignored in `hf_hub_download`. Downloading to a local directory does not use symlinks anymore.
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  warnings.warn(
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- 02/07/2026 05:28:12 - INFO - root - input frame rate=25
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- 02/07/2026 05:28:16 - INFO - __main__ - Voice Encoder frozen.
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- 02/07/2026 05:28:16 - INFO - __main__ - S3Gen model frozen.
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- 02/07/2026 05:28:16 - INFO - __main__ - T3 model set to trainable.
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- 02/07/2026 05:28:16 - INFO - __main__ - Loading and processing dataset...
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- 02/07/2026 05:28:16 - INFO - __main__ - Loading dataset 'rahul7star/hindi-speech-dataset' from Hugging Face Hub.
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- Generating train split: 49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 70944/145152 [00:41<00:28, 2611.47 examples/s]
685
-
686
- Generating train split: 51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 73576/145152 [00:43<00:30, 2339.59 examples/s]
687
-
688
- Generating train split: 52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 75976/145152 [00:44<00:32, 2152.89 examples/s]
689
-
690
- Generating train split: 54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 78408/145152 [00:45<00:30, 2176.73 examples/s]
691
-
692
- Generating train split: 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 80940/145152 [00:46<00:28, 2241.15 examples/s]
693
-
694
- Generating train split: 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 83640/145152 [00:47<00:26, 2319.10 examples/s]
695
-
696
- Generating train split: 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 86172/145152 [00:48<00:24, 2363.50 examples/s]
697
-
698
- Generating train split: 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 89004/145152 [00:49<00:23, 2434.11 examples/s]
699
-
700
- Generating train split: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 92004/145152 [00:50<00:21, 2530.53 examples/s]
701
-
702
- Generating train split: 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 94836/145152 [00:51<00:19, 2576.81 examples/s]
703
-
704
- Generating train split: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 97468/145152 [00:52<00:18, 2561.68 examples/s]
705
-
706
- Generating train split: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 100068/145152 [00:54<00:19, 2354.85 examples/s]
707
-
708
- Generating train split: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 102600/145152 [00:55<00:19, 2192.23 examples/s]
709
-
710
- Generating train split: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 104932/145152 [00:56<00:18, 2118.58 examples/s]
711
-
712
- Generating train split: 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 107132/145152 [00:57<00:17, 2122.32 examples/s]
713
-
714
- Generating train split: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 110064/145152 [00:58<00:15, 2331.15 examples/s]
715
-
716
- Generating train split: 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 112996/145152 [00:59<00:13, 2444.29 examples/s]
717
-
718
- Generating train split: 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 115896/145152 [01:00<00:11, 2510.08 examples/s]
719
-
720
- Generating train split: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 118428/145152 [01:02<00:10, 2479.28 examples/s]
721
-
722
- Generating train split: 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½ | 121060/145152 [01:03<00:09, 2511.85 examples/s]
723
-
724
- Generating train split: 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 123660/145152 [01:04<00:08, 2514.99 examples/s]
725
-
726
- Generating train split: 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 126192/145152 [01:05<00:07, 2496.21 examples/s]
727
-
728
- Generating train split: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 128892/145152 [01:06<00:06, 2542.71 examples/s]
729
-
730
- Generating train split: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 131724/145152 [01:07<00:05, 2560.40 examples/s]
731
-
732
- Generating train split: 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 134556/145152 [01:08<00:04, 2632.84 examples/s]
733
-
734
- Generating train split: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 137388/145152 [01:09<00:02, 2644.04 examples/s]
735
-
736
- Generating train split: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 140088/145152 [01:10<00:01, 2656.71 examples/s]
737
-
738
- Generating train split: 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 142920/145152 [01:11<00:00, 2685.45 examples/s]
739
- Generating train split: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 145152/145152 [01:12<00:00, 2013.67 examples/s]
740
-
741
-
742
- Generating validation split: 0%| | 0/239 [00:00<?, ? examples/s]
743
- Generating validation split: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 239/239 [00:00<00:00, 253.06 examples/s]
744
-
745
-
746
- Generating test split: 0%| | 0/418 [00:00<?, ? examples/s]
747
-
748
- Generating test split: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 200/418 [00:01<00:01, 160.93 examples/s]
749
- Generating test split: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 418/418 [00:01<00:00, 242.41 examples/s]
750
- 02/07/2026 05:31:06 - INFO - __main__ - *** Training T3 model ***
751
 
752
 
753
  0%| | 0/145152 [00:00<?, ?it/s]Traceback (most recent call last):
 
2
 
3
  /usr/local/lib/python3.13/site-packages/perth/perth_net/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
4
  from pkg_resources import resource_filename
5
+ 02/07/2026 05:32:57 - INFO - __main__ - Training/evaluation parameters CustomTrainingArguments(
6
  accelerator_config={'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None, 'use_configured_state': False},
7
  adam_beta1=0.9,
8
  adam_beta2=0.999,
 
114
  warmup_steps=1.0,
115
  weight_decay=0.0,
116
  )
117
+ 02/07/2026 05:32:57 - INFO - __main__ - Model parameters ModelArguments(model_name_or_path='ResembleAI/chatterbox', local_model_dir=None, cache_dir=None, freeze_voice_encoder=True, freeze_s3gen=True)
118
+ 02/07/2026 05:32:57 - INFO - __main__ - Data parameters DataArguments(language='hi', dataset_dir=None, metadata_file=None, dataset_name='rahul7star/hindi-speech-dataset', dataset_config_name=None, train_split_name='train', eval_split_name='validation', text_column_name='text_scribe', audio_column_name='audio', max_text_len=256, max_speech_len=800, audio_prompt_duration_s=3.0, eval_split_size=0.0002, preprocessing_num_workers=None, ignore_verifications=False)
119
+ 02/07/2026 05:32:57 - INFO - __main__ - Loading ChatterboxTTS model...
120
+ 02/07/2026 05:32:57 - INFO - __main__ - Loading model from Hugging Face Hub: ResembleAI/chatterbox
121
  /usr/local/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py:202: UserWarning: The `local_dir_use_symlinks` argument is deprecated and ignored in `hf_hub_download`. Downloading to a local directory does not use symlinks anymore.
122
  warnings.warn(
123
+ 02/07/2026 05:32:57 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/main/ve.safetensors "HTTP/1.1 302 Found"
124
+ 02/07/2026 05:32:57 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/main/t3_mtl23ls_v2.safetensors "HTTP/1.1 302 Found"
125
+ 02/07/2026 05:32:57 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/main/s3gen.safetensors "HTTP/1.1 302 Found"
126
+ 02/07/2026 05:32:57 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/main/mtl_tokenizer.json "HTTP/1.1 307 Temporary Redirect"
127
+ 02/07/2026 05:32:57 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ResembleAI/chatterbox/05e904af2b5c7f8e482687a9d7336c5c824467d9/mtl_tokenizer.json "HTTP/1.1 200 OK"
128
+ 02/07/2026 05:32:57 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/main/conds.pt "HTTP/1.1 302 Found"
129
+ 02/07/2026 05:32:57 - INFO - httpx - HTTP Request: GET https://huggingface.co/api/models/ResembleAI/chatterbox/revision/main "HTTP/1.1 200 OK"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
130
 
131
 
132
  Downloading (incomplete total...): 0.00B [00:00, ?B/s]
133
 
134
+ Fetching 5 files: 0%| | 0/5 [00:00<?, ?it/s]
135
+ Fetching 5 files: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 5/5 [00:00<00:00, 32313.59it/s]
 
 
 
 
 
136
 
 
137
 
138
+ Download complete: : 0.00B [00:00, ?B/s] 
139
+ Download complete: : 0.00B [00:00, ?B/s]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
140
  /usr/local/lib/python3.13/site-packages/diffusers/models/lora.py:393: FutureWarning: `LoRACompatibleLinear` is deprecated and will be removed in version 1.0.0. Use of `LoRACompatibleLinear` is deprecated. Please switch to PEFT backend by installing PEFT: `pip install peft`.
141
  deprecate("LoRACompatibleLinear", "1.0.0", deprecation_message)
142
+ 02/07/2026 05:33:10 - INFO - root - input frame rate=25
143
+ 02/07/2026 05:33:15 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/main/Cangjie5_TC.json "HTTP/1.1 307 Temporary Redirect"
144
+ 02/07/2026 05:33:15 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ResembleAI/chatterbox/05e904af2b5c7f8e482687a9d7336c5c824467d9/Cangjie5_TC.json "HTTP/1.1 200 OK"
145
+ 02/07/2026 05:33:17 - INFO - __main__ - Voice Encoder frozen.
146
+ 02/07/2026 05:33:17 - INFO - __main__ - S3Gen model frozen.
147
+ 02/07/2026 05:33:17 - INFO - __main__ - T3 model set to trainable.
148
+ 02/07/2026 05:33:17 - INFO - __main__ - Loading and processing dataset...
149
+ 02/07/2026 05:33:17 - INFO - __main__ - Loading dataset 'rahul7star/hindi-speech-dataset' from Hugging Face Hub.
150
+ 02/07/2026 05:33:17 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/datasets/rahul7star/hindi-speech-dataset/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect"
151
+ 02/07/2026 05:33:18 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/rahul7star/hindi-speech-dataset/0bfd5e2e4555ec80d7dd74b10442836d2e169be6/README.md "HTTP/1.1 200 OK"
152
+ 02/07/2026 05:33:18 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/datasets/rahul7star/hindi-speech-dataset/resolve/0bfd5e2e4555ec80d7dd74b10442836d2e169be6/hindi-speech-dataset.py "HTTP/1.1 404 Not Found"
153
+ 02/07/2026 05:33:18 - INFO - httpx - HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/rahul7star/hindi-speech-dataset/rahul7star/hindi-speech-dataset.py "HTTP/1.1 404 Not Found"
154
+ 02/07/2026 05:33:18 - INFO - httpx - HTTP Request: GET https://huggingface.co/api/datasets/rahul7star/hindi-speech-dataset/revision/0bfd5e2e4555ec80d7dd74b10442836d2e169be6 "HTTP/1.1 200 OK"
155
+ 02/07/2026 05:33:18 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/datasets/rahul7star/hindi-speech-dataset/resolve/0bfd5e2e4555ec80d7dd74b10442836d2e169be6/.huggingface.yaml "HTTP/1.1 404 Not Found"
156
+ 02/07/2026 05:33:18 - INFO - httpx - HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=rahul7star/hindi-speech-dataset "HTTP/1.1 200 OK"
157
+ 02/07/2026 05:33:18 - INFO - httpx - HTTP Request: GET https://huggingface.co/api/datasets/rahul7star/hindi-speech-dataset/tree/0bfd5e2e4555ec80d7dd74b10442836d2e169be6/data?recursive=true&expand=false "HTTP/1.1 200 OK"
158
+ 02/07/2026 05:33:18 - INFO - httpx - HTTP Request: GET https://huggingface.co/api/datasets/rahul7star/hindi-speech-dataset/tree/0bfd5e2e4555ec80d7dd74b10442836d2e169be6?recursive=false&expand=false "HTTP/1.1 200 OK"
159
+ 02/07/2026 05:33:18 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/datasets/rahul7star/hindi-speech-dataset/resolve/0bfd5e2e4555ec80d7dd74b10442836d2e169be6/dataset_infos.json "HTTP/1.1 404 Not Found"
160
+ 02/07/2026 05:33:18 - INFO - __main__ - *** Training T3 model ***
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
161
 
162
 
163
  0%| | 0/145152 [00:00<?, ?it/s]Traceback (most recent call last):