deeplearning4jUiAssets.js.train.model-graph.js Maven / Gradle / Ivy

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function renderModelGraph(){
    getSessionSettings(function(){
        var modelGraphUrl = multiSession ? "/train/" + currSession + "/model/graph" : "/train/model/graph";
        $.ajax({
            url: modelGraphUrl,
            async: true,
            error: function (query, status, error) {
                console.log("Error getting data: " + error);
            },
            success: function (data) {
                createGraph(data);
            }
        });
    });
}

function createGraph(data){

    //Generate the elements data
    var vertexNames = data["vertexNames"];    //List
    if (typeof vertexNames == 'undefined') return;  //No data
    var vertexTypes = data["vertexTypes"];    //List
    var vertexInputs = data["vertexInputs"];  //int[][]
    var vertexInfos = data["vertexInfo"];     //List>
    var vertexCount = vertexNames.length;

    //Layer Styles
    var layerStyles = {
      "Activation": ["#CD6155", "rectangle"],
      "AutoEncoder": ["#641E16","rectangle"],
      "BaseOutput": ["#AF7AC5","rectangle"],
      "BasePretrainNetwork": ["#512E5F","rectangle"],
      "BaseRecurrent": ["#5499C7","rectangle"],
      "BatchNormalization": ["#154360","rectangle"],
      "Convolution": ["#1B2631","rectangle"],
      "Dense": ["#EB984E","rectangle"],
      "Embedding": ["#F4D03F","rectangle"],
      "FeedForward": ["#7D6608","rectangle"],
      "GravesBidirectionalLSTM": ["#1ABC9C","rectangle"],
      "GravesLSTM": ["#6E2C00","rectangle"],
      "Input": ["#145A32","vee"],
      "InputTypeUtil": ["#5D6D7E","rectangle"],
      "LocalResponseNormalization": ["#52BE80","rectangle"],
      "Output": ["#922B21","ellipse"],
      "RBM": ["#48C9B0","rectangle"],
      "RnnOutput": ["#0E6251","rectangle"],
      "Subsampling": ["#4D5656","rectangle"],
      "L2Vertex": ["#78281F","triangle"],
      "LayerVertex": ["#4A235A","triangle"],
      "MergeVertex": ["#1B4F72","triangle"],
      "PreprocessorVertex": ["#0B5345","triangle"],
      "StackVertex": ["#186A3B","triangle"],
      "SubsetVertex": ["#7E5109","triangle"],
      "UnstackVertex": ["#6E2C00","triangle"],
      "DuplicateToTimeSeriesVertex": ["#424949","triangle"],
      "LastTimeStepVertex": ["#17202A","triangle"]
    };

    var nodes = [];
    var edges = [];
    for(var i=0; i 0 ) {
          layerColor = layerStyles[vertexTypes[i]][0];
          layerShape = layerStyles[vertexTypes[i]][1];
        } else {
          layerColor = "#000000";
          layerShape = "octagon";
        }

        var obj = {
            id: i,
            name: vertexTypes[i] + '\n(' + vertexNames[i] +')',
            faveColor: layerColor,
            faveShape: layerShape,
            onclick: "renderLayerTable()"
        };
        nodes.push({ data: obj} );

        //Edges:
        var inputsToCurrent = vertexInputs[i];
        for(var j=0; j