1b7eb4148747bd674e15adfa1b3851f0406c356d,pixyz/losses/entropy.py,StochasticReconstructionLoss,__init__,#StochasticReconstructionLoss#Any#Any#Any#,130

Before Change

        if input_var is None:
            input_var = encoder.input_var

        if not(set(decoder.var) <= set(input_var)):
            raise ValueError("Variable {} (in the `{}` class) is not included"
                             " in `input_var` of the `{}` class.".format(decoder.var,
                                                                         decoder.__class__.__name__,
                                                                         encoder.__class__.__name__))

        loss = -decoder.log_prob().expectation(encoder, input_var)
        super().__init__(loss)

After Change

class StochasticReconstructionLoss(SetLoss):
    def __init__(self, encoder, decoder, input_var=None):
        raise NotImplementedError("This function is obsolete."
                                  " please use `-decoder.log_prob().expectation(encoder)` instead of it.")

Instances