BatchReduction

class hybrid_learning.concepts.train_eval.kpis.batch_kpis.BatchReduction(value)[source]

Bases: Enum

Aggregation types to reduce the 0th (meaning the batch) dimension of a tensor. The values are tuples of description and function.

Public Data Attributes:

`mean`
`sum`

Inherited from : py: class:Enum

Public Methods:

`mean`
`sum`

Special Methods:

`__call__`(batch_tensor)	Reduce the given tensor according to the chosen aggregation method.
`__new__`(value)

Inherited from : py: class:Enum

`__repr__`()	Return repr(self).
`__str__`()	Return str(self).
`__dir__`()	Returns all members and all public methods
`__format__`(format_spec)	Returns format using actual value type unless __str__ has been overridden.
`__hash__`()	Return hash(self).
`__reduce_ex__`(proto)	Helper for pickle.

__call__(batch_tensor)[source]

Reduce the given tensor according to the chosen aggregation method.