FractionalAvgPool.Options

public static class FractionalAvgPool.Options

Optional attributes for FractionalAvgPool

FractionalAvgPool.Options	deterministic(Boolean deterministic)
FractionalAvgPool.Options	overlapping(Boolean overlapping)
FractionalAvgPool.Options	pseudoRandom(Boolean pseudoRandom)
FractionalAvgPool.Options	seed(Long seed)
FractionalAvgPool.Options	seed2(Long seed2)

From class java.lang.Object

Public Methods

deterministic	When set to True, a fixed pooling region will be used when iterating over a FractionalAvgPool node in the computation graph. Mainly used in unit test to make FractionalAvgPool deterministic.

overlapping	When set to True, it means when pooling, the values at the boundary of adjacent pooling cells are used by both cells. For example: `index 0 1 2 3 4` `value 20 5 16 3 7` If the pooling sequence is [0, 2, 4], then 16, at index 2 will be used twice. The result would be [41/3, 26/3] for fractional avg pooling.

overlapping

When set to True, it means when pooling, the values at the boundary of adjacent pooling cells are used by both cells. For example:

`index 0 1 2 3 4`

`value 20 5 16 3 7`

If the pooling sequence is [0, 2, 4], then 16, at index 2 will be used twice. The result would be [41/3, 26/3] for fractional avg pooling.

pseudoRandom	When set to True, generates the pooling sequence in a pseudorandom fashion, otherwise, in a random fashion. Check paper [Benjamin Graham, Fractional Max-Pooling](http://arxiv.org/abs/1412.6071) for difference between pseudorandom and random.

seed	If either seed or seed2 are set to be non-zero, the random number generator is seeded by the given seed. Otherwise, it is seeded by a random seed.

seed2	An second seed to avoid seed collision.