tf.contrib.distributions.MultivariateNormalDiagWithSoftplusStDev.log_prob(value, name='log_prob')
Log probability density/mass function (depending on is_continuous
).
Additional documentation from _MultivariateNormalOperatorPD
:
x
is a batch vector with compatible shape if x
is a Tensor
whose shape can be broadcast up to either:
self.batch_shape + self.event_shape
or
[M1,...,Mm] + self.batch_shape + self.event_shape
Args:
-
value
:float
ordouble
Tensor
. -
name
: The name to give this op.
Returns:
-
log_prob
: aTensor
of shapesample_shape(x) + self.batch_shape
with values of typeself.dtype
.
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