gistfile1.txt

MultiLayerConfiguration.Builder builder = new NeuralNetConfiguration.Builder()
	.seed(seed)
	.batchSize(batchSize)
	.optimizationAlgo(OptimizationAlgorithm.STOCHASTIC_GRADIENT_DESCENT)
	.list(3)
	.layer(0, new ConvolutionLayer.Builder(5, 5)
	    .nIn(nChannels)
	    .nOut(6)
	    .weightInit(WeightInit.XAVIER)
	    .activation("relu")
	    .build())
	.layer(1, new SubsamplingLayer.Builder(SubsamplingLayer.PoolingType.MAX, new int[] {2,2})
	    .build())
    .layer(2, new OutputLayer.Builder(LossFunctions.LossFunction.NEGATIVELOGLIKELIHOOD)
            .nOut(outputNum)
            .weightInit(WeightInit.XAVIER)
            .activation("softmax")
            .build())
    .backprop(true).pretrain(false);