tfp.edward2.BatchReshape

Create a random variable for BatchReshape.

See BatchReshape for more details.

RandomVariable.

Original Docstring for Distribution

Construct BatchReshape distribution.

distribution The base distribution instance to reshape. Typically an instance of Distribution.
batch_shape Positive int-like vector-shaped Tensor representing the new shape of the batch dimensions. Up to one dimension may contain -1, meaning the remainder of the batch size.
validate_args Python bool, default False. When True distribution parameters are checked for validity despite possibly degrading runtime performance. When False invalid inputs may silently render incorrect outputs.
allow_nan_stats Python bool, default True. When True, statistics (e.g., mean, mode, variance) use the value NaN to indicate the result is undefined. When False, an exception is raised if one or more of the statistic's batch members are undefined.
name The name to give Ops created by the initializer. Default value: "BatchReshape" + distribution.name.

ValueError if batch_shape is not a vector.
ValueError if batch_shape has non-positive elements.
ValueError if batch_shape size is not the same as a distribution.batch_shape size.