protected override void Train()
{
var tcnt = m_Training.Count;
var tstart = DateTime.Now;
var now = DateTime.Now;
Alg = Examples.CreateCIFAR10Demo2(m_Training);
Alg.EpochEndedEvent += (o, e) =>
{
Utils.HandleEpochEnded(Alg, m_Test, ResultsFolder);
tstart = DateTime.Now;
};
//Alg.BatchEndedEvent += (o, e) =>
// {
// now = DateTime.Now;
// var iter = Alg.Iteration;
// var pct = 100*iter/(float)tcnt;
// var elapsed = TimeSpan.FromMinutes((now-tstart).TotalMinutes * (tcnt-iter)/iter);
// Console.Write("\rCurrent epoch progress: {0:0.00}%. Left {1:0}m {2:0}s ", pct, elapsed.Minutes, elapsed.Seconds);
// };
Console.WriteLine();
Console.WriteLine("Training started at {0}", now);
Alg.Train();
Console.WriteLine("--------- ELAPSED TRAIN ----------" + (DateTime.Now - now).TotalMilliseconds);
}
protected override void Train()
{
Alg = Examples.CreateCIFAR10Demo1(m_Training);
Alg.EpochEndedEvent += (o, e) => Utils.HandleEpochEnded(Alg, m_Training.Subset(0, 10000), ResultsFolder); // we do not have public test data in kaggle :(
var now = DateTime.Now;
Console.WriteLine();
Console.WriteLine("Training started at {0}", now);
Alg.Train();
Console.WriteLine("--------- ELAPSED TRAIN ----------" + (DateTime.Now - now).TotalMilliseconds);
}
protected override void Train()
{
Alg = Examples.CreateMNISTSimpleDemoWithBatching(m_Training);
Alg.EpochEndedEvent += (o, e) => Utils.HandleEpochEnded(Alg, m_Test, ResultsFolder);
var now = DateTime.Now;
Console.WriteLine();
Console.WriteLine("Training started at {0}", now);
Alg.Train();
Console.WriteLine("--------- ELAPSED TRAIN ----------" + (DateTime.Now - now).TotalMilliseconds);
}
protected override BackpropAlgorithm CreateAlgorithm()
{
return(Examples.CreateCIFAR10Demo2());
}
protected override BackpropAlgorithm CreateAlgorithm()
{
return(Examples.CreateMainColorsDemo1_Pretrain(@"F:\Work\science\Machine learning\data\main-colors-test\pretrain\original\net.mld"));
//return Examples.CreateMainColorsDemo1();
}
protected override BackpropAlgorithm CreateAlgorithm()
{
return(Examples.CreateKaggleCatOrDogDemo1_SEALED());
}
protected override BackpropAlgorithm CreateAlgorithm()
{
//return Examples.CreateKaggleCatOrDogFiltersDemo1();
return(Examples.CreateKaggleCatOrDogFiltersDemo1_Pretrained(@"C:\ML\output\cat-dog-filters\_pretrained\cn_e205_p19.52.mld"));
}
protected override BackpropAlgorithm CreateAlgorithm()
{
return(Examples.CreateKaggleCatOrDogBlackWhiteDemo1_Pretrained(@"C:\ML\output\cat-dog-blackwhite\_pretrained\___cn_e75_p28.28.mld"));
}
protected override BackpropAlgorithm CreateAlgorithm()
{
return(Examples.CreateMNISTSimpleDemo_SEALED());
}
protected override BackpropAlgorithm CreateAlgorithm()
{
return(Examples.CreateCIFAR10Trunc2ClassesDemo2_SEALED());
}
