ZoomingRotor.scala:142 executed in 0.02 seconds (0.000 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
      ),
      styleModifiers = List(
        new MomentMatcher().scale(Math.pow(2, -enhancementCoeff * 2))
      ).map(_.withMask(outerMask.addRef())),
      styleUrls = styles,
      magnification = magnification,
      viewLayer = dims => getKaleidoscope(dims.toArray)
    ) + new VisualStyleNetwork(
      styleLayers = List(
        VGG19.VGG19_1d1,
        VGG19.VGG19_1d2,
        VGG19.VGG19_1d3,
        VGG19.VGG19_1d4
      ),
      styleModifiers = List(
        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

    { }

ZoomingRotor.scala:127 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 renderingNetwork(dims: Seq[Int]) = getKaleidoscope(dims.toArray)
    }

Returns

    {
      "trainingMinutes" : 90,
      "trainingIterations" : 10,
      "maxRate" : 1.0E9
    }

Subreport: Optimization