d205e376bd14192125caa427ec3671729880193f,src/main/java/org/deeplearning4j/examples/unsupervised/deepbelief/DBNMnistFullExample.java,DBNMnistFullExample,main,#String[]#,33

Before Change


                         .visibleUnit(RBM.VisibleUnit.BINARY)
                         .hiddenUnit(RBM.HiddenUnit.BINARY)
                         .build())
           .layer(1, new RBM.Builder().nIn(500).nOut(250)
                         .weightInit(WeightInit.XAVIER).lossFunction(LossFunction.RMSE_XENT)
                         .visibleUnit(RBM.VisibleUnit.BINARY)
                         .hiddenUnit(RBM.HiddenUnit.BINARY)
                         .build())
           .layer(2, new RBM.Builder().nIn(250).nOut(200)
                         .weightInit(WeightInit.XAVIER).lossFunction(LossFunction.RMSE_XENT)
                         .visibleUnit(RBM.VisibleUnit.BINARY)
                         .hiddenUnit(RBM.HiddenUnit.BINARY)
                         .build())

After Change


                         .visibleUnit(RBM.VisibleUnit.BINARY)
                         .hiddenUnit(RBM.HiddenUnit.BINARY)
                         .build())
            .layer(1, new RBM.Builder().nIn(500).nOut(250)
                         .lossFunction(LossFunction.RMSE_XENT)
                         .visibleUnit(RBM.VisibleUnit.BINARY)
                         .hiddenUnit(RBM.HiddenUnit.BINARY)
                         .build())
            .layer(2, new RBM.Builder().nIn(250).nOut(200)
                         .lossFunction(LossFunction.RMSE_XENT)
                         .visibleUnit(RBM.VisibleUnit.BINARY)
                         .hiddenUnit(RBM.HiddenUnit.BINARY)
                         .build())