9cae9a438f
* Enable DDP training with batch_size=None and add validity check for split sizes * Refactoring SolverInterfaces (#435) * Solver update + weighting * Updating PINN for 0.2 * Modify GAROM + tests * Adding more versatile loggers * Disable compilation when running on Windows * Fix tests --------- Co-authored-by: giovanni <giovanni.canali98@yahoo.it> Co-authored-by: FilippoOlivo <filippo@filippoolivo.com>
24 lines
531 B
Python
24 lines
531 B
Python
""" Module for Loss Interface """
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from abc import ABCMeta, abstractmethod
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class WeightingInterface(metaclass=ABCMeta):
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"""
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The ``weightingInterface`` class. TODO
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"""
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def __init__(self):
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self.condition_names = None
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@abstractmethod
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def aggregate(self, losses):
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"""
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Aggregate the losses.
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:param dict(torch.Tensor) input: The dictionary of losses.
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:return: The losses aggregation. It should be a scalar Tensor.
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:rtype: torch.Tensor
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"""
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pass
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