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19 lines
618 B
Python
19 lines
618 B
Python
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from tml.projects.twhin.data.config import TwhinDataConfig
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from tml.projects.twhin.models.config import TwhinModelConfig
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from tml.projects.twhin.data.edges import EdgesDataset
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def create_dataset(data_config: TwhinDataConfig, model_config: TwhinModelConfig):
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tables = model_config.embeddings.tables
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table_sizes = {table.name: table.num_embeddings for table in tables}
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relations = model_config.relations
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pos_batch_size = data_config.per_replica_batch_size
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return EdgesDataset(
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file_pattern=data_config.data_root,
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relations=relations,
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table_sizes=table_sizes,
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batch_size=pos_batch_size,
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)
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