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26 lines
949 B
Python
26 lines
949 B
Python
from mp_cnn.trainers.sick_trainer import SICKTrainer
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from mp_cnn.trainers.msrvid_trainer import MSRVIDTrainer
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from mp_cnn.trainers.trecqa_trainer import TRECQATrainer
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from mp_cnn.trainers.wikiqa_trainer import WikiQATrainer
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class MPCNNTrainerFactory(object):
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"""
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Get the corresponding Trainer class for a particular dataset.
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"""
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trainer_map = {
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'sick': SICKTrainer,
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'msrvid': MSRVIDTrainer,
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'trecqa': TRECQATrainer,
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'wikiqa': WikiQATrainer
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}
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@staticmethod
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def get_trainer(dataset_name, model, train_loader, trainer_config, train_evaluator, test_evaluator, dev_evaluator=None):
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if dataset_name not in MPCNNTrainerFactory.trainer_map:
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raise ValueError('{} is not implemented.'.format(dataset_name))
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return MPCNNTrainerFactory.trainer_map[dataset_name](
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model, train_loader, trainer_config, train_evaluator, test_evaluator, dev_evaluator
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)
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