Zoomed Inner

ZoomingRotor.scala:112 executed in 0.01 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,
        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 = styleUrl,
      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@6ef75344, com.simiacryptus.mindseye.art.VisualModifier$5@4f4be9f4),List(),WrappedArray(http://examples.deepartist.org/TextureTiledRotor/427d8b22-5cbd-478b-ad84-055d8c146216/etc/26db2c3d-6f29-4895-8053-684646ee92b1.jpg, http://examples.deepartist.org/TextureTiledRotor/427d8b22-5cbd-478b-ad84-055d8c146216/etc/722a3c1e-0be9-4e2b-93c0-e74acbb1fc6e.jpg, http://examples.deepartist.org/TextureTiledRotor/427d8b22-5cbd-478b-ad84-055d8c146216/etc/54f22692-5df5-4f35-aa2a-d0a62956dc28.jpg, http://examples.deepartist.org/TextureTiledRotor/427d8b22-5cbd-478b-ad84-055d8c146216/etc/2d1d77df-c88b-4445-b737-4bd646392cee.jpg, http://examples.deepartist.org/TextureTiledRotor/427d8b22-5cbd-478b-ad84-055d8c146216/etc/7baf8cf5-60b6-4c43-b69b-0c70d93fe354.jpg),Float,com.simiacryptus.mindseye.art.examples.ZoomingRotor$$Lambda$447/324245816@332d674f,1400,64,1,10000,5.0E8,2.0)

ZoomingRotor.scala:94 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
    }

Subreport: Optimization