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
}