public sortingTest()
{
int n = 3;
var nn = new vnn(n, 100, n);
var tr = new trainer(nn, data.DataSets.sorting(n), 0.1, 0.9);
tr.TrainFor(10000);
System.IO.File.WriteAllBytes("E:\\OneDrive\\Other\\Temp\\tempNN", nn.ToBytes());
WriteLine("MSE = " + tr.getMSE());
WriteLine("Acc = " + tr.getAccuracy(1 / (double)n));
nn.TestLoop();
}
public void test_binary()
{
vnn nn = new vnn(2, 5, 2);
reporter rep = new reporter(nn);
Console.WriteLine(rep.wHiddenOutput);
byte[] bts = nn.ToBytes();
vnn newnn = new vnn(bts);
rep = new reporter(newnn);
Console.WriteLine(rep.wHiddenOutput);
Console.ReadKey();
}
/*
* public void backpropagate(GameLog _game)
* {
* return;
*
* int[] idx = Enumerable.Range(0, _game.ALog.Count + _game.BLog.Count).ToArray();
* idx.ShuffleRandomly();
*
* double[] desired = new double[1];
* double[] inputs;
*
* lock (locker) { backprop_locked(_game); }
* void backprop_locked(GameLog game)
* {
* for(int i = 0, to = game.ALog.Count + game.BLog.Count, alen = game.ALog.Count; i < to; i++)
* {
* int index = idx[i];
* if(index < alen)
* {
* inputs = game.ALog[index];
* desired[0] = game.AWon.Value ? 1 : 0;
* }
* else
* {
* inputs = game.BLog[index - alen];
* desired[0] = game.AWon.Value ? 0 : 1;
* }
*
* tr.TrainOne(inputs, desired, 0.05, 0.1);
* }
* }
* }
*/
public void Save()
{
lock (locker)
{
File.WriteAllBytes(savepath + DateTime.Now.ToString(" MM-dd HH-mm-ss"), nn.ToBytes());
}
}
public vnn GetNNCopy() => new vnn(nn.ToBytes());