org.deeplearning4j.nn.api

Interface ParamInitializer

All Known Implementing Classes:

ConvolutionParamInitializer, DefaultParamInitializer, GravesLSTMParamInitializer, GRUParamInitializer, ImageLSTMParamInitializer, PretrainParamInitializer, RecursiveParamInitializer, SubsampleParamInitializer

public interface ParamInitializer

Param initializer for a layer

Author:

Adam Gibson

Method Summary

Modifier and Type	Method and Description
void	init(Map<String,org.nd4j.linalg.api.ndarray.INDArray> params, NeuralNetConfiguration conf) Initialize the parameters
void	init(Map<String,org.nd4j.linalg.api.ndarray.INDArray> params, NeuralNetConfiguration conf, org.canova.api.conf.Configuration extraConf) Initialization via extra parameters where necessary

Method Detail

init

void init(Map<String,org.nd4j.linalg.api.ndarray.INDArray> params,
          NeuralNetConfiguration conf)

Initialize the parameters

Parameters:

params - the parameters to initialize

conf - the configuration

init

void init(Map<String,org.nd4j.linalg.api.ndarray.INDArray> params,
          NeuralNetConfiguration conf,
          org.canova.api.conf.Configuration extraConf)

Initialization via extra parameters where necessary

Parameters:

params - the params to configure

conf - the configuration to use

extraConf - an extra configuration for extensions