org.tensorflow.op.nn

Class FractionalAvgPool.Options

java.lang.Object

org.tensorflow.op.nn.FractionalAvgPool.Options

Enclosing class:

FractionalAvgPool<T extends Number>

public static class FractionalAvgPool.Options
extends Object

Optional attributes for FractionalAvgPool

Method Summary

Modifier and Type	Method and Description
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)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

pseudoRandom

public FractionalAvgPool.Options pseudoRandom(Boolean pseudoRandom)

Parameters:

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.

overlapping

public FractionalAvgPool.Options overlapping(Boolean overlapping)

Parameters:

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.

deterministic

public FractionalAvgPool.Options deterministic(Boolean deterministic)

Parameters:

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.

seed

public FractionalAvgPool.Options seed(Long seed)

Parameters:

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

public FractionalAvgPool.Options seed2(Long seed2)

Parameters:

seed2 - An second seed to avoid seed collision.