Warning: This project is deprecated. Swift for TensorFlow was an experiment in the
next-generation platform for machine learning, incorporating the latest research across
machine learning, compilers, differentiable programming, systems design, and beyond. It was
archived in February 2021.
GaussianDropout
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GaussianDropout
multiplies the input with the noise sampled from a normal distribution with mean 1.0.
Because this is a regularization layer, it is only active during training time. During inference,
GaussianDropout
passes through the input unmodified.
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Declaration
@noDerivative
public let probability: Scalar
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Declaration
@noDerivative
public let standardDeviation: Scalar
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Creates a Gaussian dropout layer.
Precondition
probability must be a value between 0 and 1 (inclusive).
Declaration
public init(probability: Scalar)
Parameters
probability
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The probability of a node dropping out.
|
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Applies multiplicative 1-centered Gaussian noise to the input during training only.
Declaration
@differentiable
public func forward(_ input: Tensor<Scalar>) -> Tensor<Scalar>
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Last updated 2021-09-28 UTC.
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