LeCunUniform

class LeCunUniform(seed: Long) : VarianceScaling
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LeCun uniform initializer.

Draw samples from a uniform distribution within -limit, limit where limit is sqrt(3 / fan_in) where fan_in is the number of input units in the weight tensor.

See also

Constructors

LeCunUniform
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fun LeCunUniform(seed: Long = 12L)
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Creates LeCunUniform initializer.

Functions

apply
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fun apply(fanIn: Int, fanOut: Int, tf: Ops, input: Operand<Float>, name: String): InitializerOperation
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Adds an Assign Op to the graph to initialize a tensorflow variable as specified by the initializer.

initialize
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open override fun initialize(fanIn: Int, fanOut: Int, tf: Ops, shape: Operand<Int>, name: String): Operand<Float>
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Returns a Tensor object initialized as specified by the initializer.

toString
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open override fun toString(): String
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Properties

distribution
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val distribution: Distribution
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Random distribution to use. One of "truncated_normal", "untruncated_normal" and "uniform".

mode
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val mode: Mode
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One of "fan_in", "fan_out", "fan_avg".

scale
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val scale: Double = 1.0
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Scaling factor (should be positive).

seed
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val seed: Long = 12L
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Used to create random seeds.