ZoomingRotor.scala:125 executed in 0.07 seconds (0.042 gc):
val outerMask = innerMask.map(x => 1 - x)
var style: VisualNetwork = new VisualStyleNetwork(
styleLayers = List(
VGG19.VGG19_1b2,
VGG19.VGG19_1c1,
VGG19.VGG19_1c2,
VGG19.VGG19_1c3,
VGG19.VGG19_1c4,
VGG19.VGG19_1d1,
VGG19.VGG19_1d2,
VGG19.VGG19_1d3,
VGG19.VGG19_1d4
),
styleModifiers = List(
new MomentMatcher().scale(Math.pow(2, -enhancementCoeff * 2)),
new GramMatrixEnhancer().setMinMax(-5, 5).scale(Math.pow(2, enhancementCoeff * 2))
).map(_.withMask(outerMask.addRef())),
styleUrls = styles,
magnification = magnification,
viewLayer = dims => getKaleidoscope(dims.toArray)
)
if (innerCoeff > 0) style = style.asInstanceOf[VisualStyleNetwork].withContent(
contentLayers = List(
VGG19.VGG19_0a
), contentModifiers = List(
new ContentMatcher().withMask(innerMask.addRef()).scale(innerCoeff)
))
style
Returns
VisualStyleNetwork(List(VGG19_1b2, VGG19_1c1, VGG19_1c2, VGG19_1c3, VGG19_1c4, VGG19_1d1, VGG19_1d2, VGG19_1d3, VGG19_1d4),List(com.simiacryptus.mindseye.art.VisualModifier$5@47f9fad7, com.simiacryptus.mindseye.art.VisualModifier$5@33bb7c67),List(),WrappedArray(http://examples.deepartist.org/TextureTiledRotor/f5fd9f51-02a1-4da1-ba5a-6968b9fd9521/etc/background-biology-blue-1426718.jpg),Float,com.simiacryptus.mindseye.art.examples.ZoomingRotor$$Lambda$420/1076278582@4525a730,1400,64,1,10000,5.0E8,4.0)
ZoomingRotor.scala:107 executed in 0.00 seconds (0.000 gc):
new BasicOptimizer {
override val trainingMinutes: Int = 90
override val trainingIterations: Int = 10
override val maxRate = 1e9
override def trustRegion(layer: Layer): TrustRegion = null
override def lineSearchFactory: LineSearchStrategy = {
super.lineSearchFactory
}
override def renderingNetwork(dims: Seq[Int]) = getKaleidoscope(dims.toArray)
}
Returns
{
"trainingMinutes" : 90,
"trainingIterations" : 10,
"maxRate" : 1.0E9
}