protected override void TrainIteration()
{
Session.Epoch = Session.Iteration;
_evolver.CalculateFitness();
_alpha = _evolver.Population[0];
var watch = new Stopwatch();
watch.Start();
foreach (var net in _evolver.Population)
{
net.WeightsToChromosome();
}
watch.Stop();
_wtc = watch.Elapsed;
_evolver.Breed();
_evolver.Mutate();
watch.Restart();
foreach (var net in _evolver.Population)
{
net.ChromosomeToWeights();
}
watch.Stop();
_ctw = watch.Elapsed;
}
private EvolvableNet(EvolvableNet other) : base(other)
{
Fitness = other.Fitness;
Chromosome = new float[LayersList.Sum(x => x.TotalParamCount)];
other.Chromosome.CopyTo(Chromosome, 0);
//clones have different IDs!
Id = GetId();
}
