public static class
FractionalMaxPool.Options
Optional attributes for FractionalMaxPool
Public Methods
FractionalMaxPool.Options |
deterministic(Boolean deterministic)
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FractionalMaxPool.Options |
overlapping(Boolean overlapping)
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FractionalMaxPool.Options |
pseudoRandom(Boolean pseudoRandom)
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FractionalMaxPool.Options |
seed(Long seed)
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FractionalMaxPool.Options |
seed2(Long seed2)
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Inherited Methods
Public Methods
public FractionalMaxPool.Options deterministic (Boolean deterministic)
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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public FractionalMaxPool.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 [20, 16] for fractional max pooling. |
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public FractionalMaxPool.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. |
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public FractionalMaxPool.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. |
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public FractionalMaxPool.Options seed2 (Long seed2)
Parameters
seed2 | An second seed to avoid seed collision. |
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