[2024-11-07 17:42:07,959][    INFO][__main__] Using dataset_splitter.__class__.__name__ = 'DatasetSplitterDoNothing' as dataset splitter. (factory.py:61)
[2024-11-07 17:42:08,115][    INFO][__main__] dataset_dict:
DatasetDict({
    train: Dataset({
        features: ['text', 'dialogue_id', 'turn_index', 'split'],
        num_rows: 113556
    })
    validation: Dataset({
        features: ['text', 'dialogue_id', 'turn_index', 'split'],
        num_rows: 14748
    })
    test: Dataset({
        features: ['text', 'dialogue_id', 'turn_index', 'split'],
        num_rows: 14744
    })
}) (dataset_preparer_huggingface.py:96)
[2024-11-07 17:42:08,115][    INFO][topollm.data_handling.dataset_preparer.dataset_preparer_huggingface] dataset_dict:
DatasetDict({
    train: Dataset({
        features: ['text', 'dialogue_id', 'turn_index', 'split'],
        num_rows: 113556
    })
    validation: Dataset({
        features: ['text', 'dialogue_id', 'turn_index', 'split'],
        num_rows: 14748
    })
    test: Dataset({
        features: ['text', 'dialogue_id', 'turn_index', 'split'],
        num_rows: 14744
    })
}) (dataset_preparer_huggingface.py:115)
[2024-11-07 17:42:08,115][    INFO][topollm.data_handling.dataset_preparer.dataset_preparer_huggingface] Applying dataset splitter ... (dataset_preparer_huggingface.py:119)
[2024-11-07 17:42:08,116][    INFO][__main__] Returning unchanged dataset_dict. (dataset_splitter_do_nothing.py:59)
[2024-11-07 17:42:08,118][    INFO][topollm.data_handling.dataset_preparer.dataset_preparer_huggingface] Applying dataset splitter DONE. (dataset_preparer_huggingface.py:128)
[2024-11-07 17:42:08,118][    INFO][topollm.data_handling.dataset_preparer.dataset_preparer_huggingface] new_dataset_dict:
DatasetDict({
    train: Dataset({
        features: ['text', 'dialogue_id', 'turn_index', 'split'],
        num_rows: 113556
    })
    validation: Dataset({
        features: ['text', 'dialogue_id', 'turn_index', 'split'],
        num_rows: 14748
    })
    test: Dataset({
        features: ['text', 'dialogue_id', 'turn_index', 'split'],
        num_rows: 14744
    })
}) (dataset_preparer_huggingface.py:129)
[2024-11-07 17:42:08,118][    INFO][__main__] Selecting dataset split self.data_config.data_subsampling.split.value = 'test' ... (dataset_preparer_huggingface.py:137)
[2024-11-07 17:42:08,121][    INFO][__main__] self.dataset_length = 4000 (dataset_preparer_huggingface.py:150)
[2024-11-07 17:42:08,121][    INFO][__main__] subsampled_dataset.info:
DatasetInfo(description='',
            citation='',
            homepage='',
            license='',
            features={'dialogue_id': Value(dtype='string', id=None),
                      'split': Value(dtype='string', id=None),
                      'text': Value(dtype='string', id=None),
                      'turn_index': Value(dtype='int64', id=None)},
            post_processed=None,
            supervised_keys=None,
            builder_name='json',
            dataset_name='json',
            config_name='multiwoz21',
            version=0.0.0,
            splits={'test': SplitInfo(name='test',
                                      num_bytes=1676562,
                                      num_examples=14744,
                                      shard_lengths=None,
                                      dataset_name='json'),
                    'train': SplitInfo(name='train',
                                       num_bytes=13095196,
                                       num_examples=113556,
                                       shard_lengths=None,
                                       dataset_name='json'),
                    'validation': SplitInfo(name='validation',
                                            num_bytes=1855688,
                                            num_examples=14748,
                                            shard_lengths=None,
                                            dataset_name='json')},
            download_checksums={'$HOME/git-source/Topo_LLM/data/datasets/dialogue_datasets/multiwoz21/test.jsonl': {'checksum': None,
                                                                                                                                   'num_bytes': 2301387},
                                '$HOME/git-source/Topo_LLM/data/datasets/dialogue_datasets/multiwoz21/train.jsonl': {'checksum': None,
                                                                                                                                    'num_bytes': 17903877},
                                '$HOME/git-source/Topo_LLM/data/datasets/dialogue_datasets/multiwoz21/validation.jsonl': {'checksum': None,
                                                                                                                                         'num_bytes': 2480546}},
            download_size=22685810,
            post_processing_size=None,
            dataset_size=16627446,
            size_in_bytes=39313256) (log_dataset_info.py:44)
[2024-11-07 17:42:08,121][    INFO][__main__] subsampled_dataset.column_names:
['text', 'dialogue_id', 'turn_index', 'split'] (log_dataset_info.py:48)
[2024-11-07 17:42:08,121][    INFO][__main__] subsampled_dataset:
Dataset({
    features: ['text', 'dialogue_id', 'turn_index', 'split'],
    num_rows: 4000
}) (log_dataset_info.py:51)
[2024-11-07 17:42:08,122][    INFO][__main__] subsampled_dataset[:5]:
{'text': ["I would like a taxi from Saint John's college to Pizza Hut Fen Ditton.", 'What time do you want to leave and what time do you want to arrive by?', 'I want to leave after 17:15.', '\nBooking completed! your taxi will be blue honda Contact number is 07218068540', 'Thank you for all the help! I appreciate it.'], 'dialogue_id': ['multiwoz21-test-0', 'multiwoz21-test-0', 'multiwoz21-test-0', 'multiwoz21-test-0', 'multiwoz21-test-0'], 'turn_index': [0, 1, 2, 3, 4], 'split': ['test', 'test', 'test', 'test', 'test']} (log_dataset_info.py:56)
[2024-11-07 17:42:08,122][    INFO][__main__] subsampled_dataset[-5:]:
{'text': ['The latest train that will arrive before 20:30 would be train TR1428. It departs at 18:32 and arrives at 19:32. Would that work for you?', 'Not right now but can you tell me the travel time for this train?', '60 minutes is the travel time', 'Thank you! I am also looking for a place to stay.  I would like a guesthouse that includes free wifi.', "I've found 23 guesthouses with wifi. Would you like to further specify your request, for example by price, star rating, or location?"], 'dialogue_id': ['multiwoz21-test-268', 'multiwoz21-test-268', 'multiwoz21-test-268', 'multiwoz21-test-268', 'multiwoz21-test-268'], 'turn_index': [3, 4, 5, 6, 7], 'split': ['test', 'test', 'test', 'test', 'test']} (log_dataset_info.py:60)
[2024-11-07 17:42:11,573][    INFO][__main__] dataset_tokenized:
Dataset({
    features: ['text', 'dialogue_id', 'turn_index', 'split', 'input_ids', 'attention_mask', 'POS'],
    num_rows: 4000
}) (embedding_dataloader_preparer_huggingface.py:77)
[2024-11-07 17:42:11,592][    INFO][__main__] dataset_tokenized.info:
DatasetInfo(description='',
            citation='',
            homepage='',
            license='',
            features={'POS': Sequence(feature=Value(dtype='string', id=None),
                                      length=-1,
                                      id=None),
                      'attention_mask': Sequence(feature=Value(dtype='int8',
                                                               id=None),
                                                 length=-1,
                                                 id=None),
                      'dialogue_id': Value(dtype='string', id=None),
                      'input_ids': Sequence(feature=Value(dtype='int32',
                                                          id=None),
                                            length=-1,
                                            id=None),
                      'split': Value(dtype='string', id=None),
                      'text': Value(dtype='string', id=None),
                      'turn_index': Value(dtype='int64', id=None)},
            post_processed=None,
            supervised_keys=None,
            builder_name='json',
            dataset_name='json',
            config_name='multiwoz21',
            version=0.0.0,
            splits={'test': SplitInfo(name='test',
                                      num_bytes=1676562,
                                      num_examples=14744,
                                      shard_lengths=None,
                                      dataset_name='json'),
                    'train': SplitInfo(name='train',
                                       num_bytes=13095196,
                                       num_examples=113556,
                                       shard_lengths=None,
                                       dataset_name='json'),
                    'validation': SplitInfo(name='validation',
                                            num_bytes=1855688,
                                            num_examples=14748,
                                            shard_lengths=None,
                                            dataset_name='json')},
            download_checksums={'$HOME/git-source/Topo_LLM/data/datasets/dialogue_datasets/multiwoz21/test.jsonl': {'checksum': None,
                                                                                                                                   'num_bytes': 2301387},
                                '$HOME/git-source/Topo_LLM/data/datasets/dialogue_datasets/multiwoz21/train.jsonl': {'checksum': None,
                                                                                                                                    'num_bytes': 17903877},
                                '$HOME/git-source/Topo_LLM/data/datasets/dialogue_datasets/multiwoz21/validation.jsonl': {'checksum': None,
                                                                                                                                         'num_bytes': 2480546}},
            download_size=22685810,
            post_processing_size=None,
            dataset_size=16627446,
            size_in_bytes=39313256) (log_dataset_info.py:44)
[2024-11-07 17:42:11,593][    INFO][__main__] dataset_tokenized.column_names:
['text',
 'dialogue_id',
 'turn_index',
 'split',
 'input_ids',
 'attention_mask',
 'POS'] (log_dataset_info.py:48)
[2024-11-07 17:42:11,593][    INFO][__main__] dataset_tokenized:
Dataset({
    features: ['text', 'dialogue_id', 'turn_index', 'split', 'input_ids', 'attention_mask', 'POS'],
    num_rows: 4000
}) (log_dataset_info.py:51)
[2024-11-07 17:42:11,597][    INFO][__main__] dataset_tokenized[:5]:
{'text': ["I would like a taxi from Saint John's college to Pizza Hut Fen Ditton.", 'What time do you want to leave and what time do you want to arrive by?', 'I want to leave after 17:15.', '\nBooking completed! your taxi will be blue honda Contact number is 07218068540', 'Thank you for all the help! I appreciate it.'], 'dialogue_id': ['multiwoz21-test-0', 'multiwoz21-test-0', 'multiwoz21-test-0', 'multiwoz21-test-0', 'multiwoz21-test-0'], 'turn_index': [0, 1, 2, 3, 4], 'split': ['test', 'test', 'test', 'test', 'test'], 'input_ids': [[0, 38, 74, 101, 10, 9955, 31, 6130, 610, 128, 29, 1564, 7, 14758, 21401, 15615, 211, 23121, 479, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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[2024-11-07 17:42:11,649][    INFO][__main__] dataset_tokenized[-5:]:
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