public void Train()
{
stopFlag = false;
var dataProvider = dataProviderFactory();
var trainLoops = settingsProvider.TrainLoops;
UpdateNetworkHyperParameters();
for (var i = 0; i < trainLoops && !stopFlag; i++)
{
var data = dataProvider.GetTrainData();
InternalNetwork.Train(data.Input, data.Output);
if (i % 500 == 0)
{
Network = InternalNetwork.Clone();
ReadyToRun?.Invoke(this, null);
}
if ((i + 1) % 10000 == 0)
{
Network = InternalNetwork.Clone();
ReadyToFullTest?.Invoke(this, null);
}
}
Network = InternalNetwork.Clone();
}
private void OnEmptySlotsEndedHdl()
{
ReadyToRun.Reset();
}
private void OnEmptySlotHdl()
{
ReadyToRun.Set();
}
