FractionalMaxPool.Options
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Inherited Methods
From class
java.lang.Object
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boolean
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equals(Object arg0)
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final
Class<?>
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getClass()
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int
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hashCode()
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final
void
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notify()
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final
void
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notifyAll()
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String
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toString()
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final
void
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wait(long arg0, int arg1)
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final
void
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wait(long arg0)
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final
void
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wait()
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Public Methods
Parameters
| deterministic |
When set to True, a fixed pooling region will be used when
iterating over a FractionalMaxPool node in the computation graph. Mainly used
in unit test to make FractionalMaxPool deterministic.
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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 [20, 16] for fractional max pooling.
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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.
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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.
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Parameters
| seed2 |
An second seed to avoid seed collision.
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Last updated 2021-11-29 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-29 UTC."],[],[],null,["# FractionalMaxPool.Options\n\npublic static class **FractionalMaxPool.Options** \nOptional attributes for [FractionalMaxPool](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool) \n\n### Public Methods\n\n|------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------|\n| [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options) | [deterministic](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options#deterministic(java.lang.Boolean))(Boolean deterministic) |\n| [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options) | [overlapping](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options#overlapping(java.lang.Boolean))(Boolean overlapping) |\n| [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options) | [pseudoRandom](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options#pseudoRandom(java.lang.Boolean))(Boolean pseudoRandom) |\n| [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options) | [seed](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options#seed(java.lang.Long))(Long seed) |\n| [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options) | [seed2](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options#seed2(java.lang.Long))(Long seed2) |\n\n### Inherited Methods\n\nFrom class java.lang.Object \n\n|------------------|---------------------------|\n| boolean | equals(Object arg0) |\n| final Class\\\u003c?\\\u003e | getClass() |\n| int | hashCode() |\n| final void | notify() |\n| final void | notifyAll() |\n| String | toString() |\n| final void | wait(long arg0, int arg1) |\n| final void | wait(long arg0) |\n| final void | wait() |\n\nPublic Methods\n--------------\n\n#### public [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options)\n**deterministic**\n(Boolean deterministic)\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| deterministic | When set to True, a fixed pooling region will be used when iterating over a FractionalMaxPool node in the computation graph. Mainly used in unit test to make FractionalMaxPool deterministic. |\n|---------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n\n#### public [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options)\n**overlapping**\n(Boolean overlapping)\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| 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 \\[20, 16\\] for fractional max pooling. \u003cbr /\u003e \u003cbr /\u003e |\n|-------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n\n#### public [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options)\n**pseudoRandom**\n(Boolean pseudoRandom)\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| 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. |\n|--------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n\n#### public [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options)\n**seed**\n(Long seed)\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| 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. |\n|------|----------------------------------------------------------------------------------------------------------------------------------------------------|\n\n#### public [FractionalMaxPool.Options](/jvm/api_docs/java/org/tensorflow/op/nn/FractionalMaxPool.Options)\n**seed2**\n(Long seed2)\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| seed2 | An second seed to avoid seed collision. |\n|-------|-----------------------------------------|"]]
