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Types of loss reduction.
Contains the following values:
NONE
: Un-reduced weighted losses with the same shape as input.SUM
: Scalar sum of weighted losses.MEAN
: Scalar SUM
divided by sum of weights. DEPRECATED.SUM_OVER_BATCH_SIZE
: Scalar SUM
divided by number of elements in losses.SUM_OVER_NONZERO_WEIGHTS
: Scalar SUM
divided by number of non-zero
weights. DEPRECATED.SUM_BY_NONZERO_WEIGHTS
: Same as SUM_OVER_NONZERO_WEIGHTS
. DEPRECATED.all
@classmethod
all()
validate
@classmethod
validate(
key
)