Java example source code file (model.json)

This example Java source code file (model.json) is included in the alvinalexander.com "Java Source Code Warehouse" project. The intent of this project is to help you "Learn Java by Example" ^TM.

Learn more about this Java project at its project page.

Java - Java tags/keywords

binary, conjugate_gradient, reconstruction_crossentropy

The model.json Java example source code

{"sparsity":0.0,"useAdaGrad":true,"lr":0.10000000149011612,"corruptionLevel":0.30000001192092896,"numIterations":1000,"momentum":0.5,"l2":0.0,"useRegularization":false,"momentumAfter":null,"resetAdaGradIterations":-1,"maxNumLineSearchIterations":100,"dropOut":0.0,"applySparsity":false,"weightInit":"VI","optimizationAlgo":"CONJUGATE_GRADIENT","lossFunction":"RECONSTRUCTION_CROSSENTROPY","concatBiases":false,"constrainGradientToUnitNorm":false,"seed":123,"nIn":0,"nOut":0,"activationFunction":"sigmoid","visibleUnit":"BINARY","hiddenUnit":"BINARY","k":1,"weightShape":[0,0],"filterSize":[2,2,2,2],"numFeatureMaps":2,"featureMapSize":[2,2],"stride":[2,2],"kernel":5,"batchSize":0,"minimize":false,"rng":"org.apache.commons.math3.random.MersenneTwister","layerFactory":"org.deeplearning4j.nn.layers.factory.PretrainLayerFactory,org.deeplearning4j.models.featuredetectors.rbm.RBM","stepFunction":"org.deeplearning4j.optimize.stepfunctions.DefaultStepFunction","renderWeightIterations":-1,"dist":"org.apache.commons.math3.distribution.NormalDistribution\t{SQRT2=1.4142135623730951, mean=0.0, solverAbsoluteAccuracy=1.0E-9, DEFAULT_INVERSE_ABSOLUTE_ACCURACY=1.0E-9, standardDeviation=0.1, logStandardDeviationPlusHalfLog2Pi=-1.3836465597893728, serialVersionUID=8589540077390120676}","listeners":["org.deeplearning4j.optimize.listeners.ScoreIterationListener\t{printIterations=10, log=Logger[org.deeplearning4j.optimize.listeners.ScoreIterationListener]},"]}