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I'm getting Infinity/NaN outputs while training. I'm using Nodejs 9.9.0 with strict mode on.
My settings:
Methods.mutation.MOD_ACTIVATION.mutateOutput = false; Methods.mutation.MOD_ACTIVATION.allowed = [ Methods.activation.LOGISTIC, Methods.activation.TANH, Methods.activation.STEP, Methods.activation.SOFTSIGN, Methods.activation.SINUSOID, Methods.activation.GAUSSIAN, Methods.activation.BIPOLAR, Methods.activation.BIPOLAR_SIGMOID, Methods.activation.HARD_TANH, Methods.activation.INVERSE, Methods.activation.SELU, Methods.activation.RELU, Methods.activation.BENT_IDENTITY, Methods.activation.IDENTITY, //Methods.activation.ABSOLUTE ]; neat = new Neat(4, 1, null, { mutation: Methods.mutation.ALL, popsize: 100, mutationRate: 0.2, elitism: 10, //clear: true, equal: true, network: new Architect.Random(4, 5, 1), provenance: 2, maxNodes: 7, maxConns: 10, maxGates: 5, } );
Infinity Example:
The normalised data: [0.9354838709677419, 0.5, 0.5933786078098472, 0.5880669161907702]
[0.9354838709677419, 0.5, 0.5933786078098472, 0.5880669161907702]
The genome:
{"nodes":[{"bias":0,"type":"input","squash":"LOGISTIC","mask":1,"index":0},{"bias":0,"type":"input","squash":"LOGISTIC","mask":1,"index":1},{"bias":0,"type":"input","squash":"LOGISTIC","mask":1,"index":2},{"bias":0,"type":"input","squash":"LOGISTIC","mask":1,"index":3},{"bias":1.1508084667830487,"type":"output","squash":"SELU","mask":1,"index":4}],"connections":[{"weight":1,"from":4,"to":4,"gater":4},{"weight":-0.05001360658035439,"from":3,"to":4,"gater":null},{"weight":0.9984137443904727,"from":2,"to":4,"gater":null},{"weight":-0.7832753538521565,"from":1,"to":4,"gater":null},{"weight":-0.9040067054346645,"from":0,"to":4,"gater":4}],"input":4,"output":1,"dropout":0}
NaN Example:
The normalised data: [0.3870967741935484, 0.75, 0.5040295048190726, 0.5575469079452833]
[0.3870967741935484, 0.75, 0.5040295048190726, 0.5575469079452833]
{"nodes":[{"bias":0,"type":"input","squash":"LOGISTIC","mask":1,"index":0},{"bias":0,"type":"input","squash":"LOGISTIC","mask":1,"index":1},{"bias":0,"type":"input","squash":"LOGISTIC","mask":1,"index":2},{"bias":0,"type":"input","squash":"LOGISTIC","mask":1,"index":3},{"bias":-0.0717463180924848,"type":"hidden","squash":"BENT_IDENTITY","mask":1,"index":4},{"bias":-0.02994106373052867,"type":"output","squash":"LOGISTIC","mask":1,"index":5}],"connections":[{"weight":1,"from":4,"to":4,"gater":null},{"weight":1,"from":5,"to":5,"gater":null},{"weight":-0.048341462482942354,"from":4,"to":5,"gater":null},{"weight":-0.4890970041600281,"from":3,"to":5,"gater":5},{"weight":0.9984137443904727,"from":2,"to":5,"gater":5},{"weight":-0.4890970041600281,"from":3,"to":4,"gater":4},{"weight":0.024574079733371557,"from":1,"to":5,"gater":null},{"weight":0.9984137443904727,"from":2,"to":4,"gater":4},{"weight":-0.9040067054346645,"from":0,"to":5,"gater":5},{"weight":0.049181674792330154,"from":1,"to":4,"gater":null},{"weight":0.04742932010695605,"from":0,"to":4,"gater":null}],"input":4,"output":1,"dropout":0}
The text was updated successfully, but these errors were encountered:
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I'm getting Infinity/NaN outputs while training. I'm using Nodejs 9.9.0 with strict mode on.
My settings:
Infinity Example:
The normalised data:
[0.9354838709677419, 0.5, 0.5933786078098472, 0.5880669161907702]
The genome:
NaN Example:
The normalised data:
[0.3870967741935484, 0.75, 0.5040295048190726, 0.5575469079452833]
The genome:
The text was updated successfully, but these errors were encountered: