public void Handle(TrainingUpdated @event)
{
using (var context = new ProjectionContext(ConnectionString.Get()))
{
var entity = context.GetEntity <TrainingSqlEntity>(@event.AggregateId);
entity.Name = @event.Name;
entity.Seats = @event.Seats;
entity.Color = @event.Color;
context.SaveChanges();
}
}
public void StartTrain(SymbolCorpus trainSet)
{
this.trainSet = trainSet;
int threadCount = 2;
training = true;
threadStatus = new List <string>();
for (int i = 0; i < threadCount; i++)
{
threadStatus.Add("");
}
best = new Couppy(target.layerStateSizes, target.layerOutputSizes, target.translator);
Couppy.copyInto(target, best);
best.outputLayer.reset();
best.bake(trainSet);
TrainingUpdated?.Invoke("Layer training started with: " + best.outputLayer.getStats());
for (int i = 0; i < trainSampleCount.Length; i++)
{
trainSampleCount[i] = 1;
trainAccumulatedAccuracies[i] = best.outputLayer.accuracy;
}
for (int i = 0; i < threadCount; i++)
{
//Add thread lock
readLocks.Add(new object());
trainLocks.Add(new object());
//Create thread resource
Couppy tester = new Couppy(best.layerStateSizes, best.layerOutputSizes, best.translator);
chatBots.Add(tester);
//Create and start thread
Thread tt = new Thread(ThreadTrain);
threads.Add(tt);
}
//Start threads after to avoid first cycle conflicts
for (int i = 0; i < threadCount; i++)
{
threads[i].Start(i);
}
}
private void PushStatus(object status)
{
TrainingUpdated?.Invoke((string)status); //Breaks thread by locking up on main visual thread in case of training end
}
