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com.intel.analytics.bigdl.nn

InitializationMethod

trait InitializationMethod extends AnyRef

Initialization method to initialize bias and weight. The init method will be called in Module.reset()

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BilinearFiller, ConstInitMethod, MsraFiller, Ones, RandomNormal, RandomUniform, RandomUniform, Xavier, Zeros
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Type Members

  1. type Shape = Array[Int]

Abstract Value Members

  1. abstract def init[T](variable: Tensor[T], dataFormat: VariableFormat = Default)(implicit ev: TensorNumeric[T]): Unit

    Initialize the given weight and bias.

    Initialize the given weight and bias.

    variable

    the weight to initialize

    dataFormat

    the data format of weight indicating the dimension order of the weight. "output_first" means output is in the lower dimension "input_first" means input is in the lower dimension.

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