config.json

{
    "Version" : 0.8,
    "Name" : "Network",
    "Kind" : "FeedForward",

    "ShuffleIndices" : false,


    "ScaledMarginalCrossEntropy" : {
        "oneTarget" : 1.0,
        "zeroTarget" : 0.0,
        "oneScale" : 1.0,
        "zeroScale" : 1.0
    },
    "Layers" : [
        { "Name" : "Input", "Kind" : "Input", "N" : "auto", "DataSet" : "gl_input", "Sparse" : true },
        { "Name" : "Hidden1", "Kind" : "Hidden", "Type" : "FullyConnected", "Source" : "Input", "N" : 1024, "Activation" : "Sigmoid", "Sparse" : false, "pDropout" : 0.5, "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01 } },
        { "Name" : "Hidden2", "Kind" : "Hidden", "Type" : "FullyConnected", "Source" : ["Hidden1"], "N" : 1024, "Activation" : "Sigmoid", "Sparse" : false, "pDropout" : 0.5, "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01 } },
        { "Name" : "Hidden3", "Kind" : "Hidden", "Type" : "FullyConnected", "Source" : ["Hidden2"], "N" : 1024, "Activation" : "Sigmoid", "Sparse" : false, "pDropout" : 0.5, "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01 } },
        { "Name" : "Output", "Kind" : "Output", "Type" : "FullyConnected", "DataSet" : "gl_output", "N" : "auto", "Activation" : "Sigmoid", "Sparse" : true , "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01, "Bias" : -10.2 }}
    ],

    "ErrorFunction" : "ScaledMarginalCrossEntropy"
}