protected virtual void OnLoopEnd(EventArgs e)
{
LoopEnded?.Invoke(this, e);
}
protected void PlaybackLoop(int ReplaysToPlay, Keys RecordStart, Keys RecordStop)
{
ProcessRunning = true;
bool menu = false;
bool IsLoading = false;
ReplaysPlayed = 0;
try
{
FocusWindow();
// Start recording hotkey
if (RecordStart != Keys.None && RecordStop != Keys.None)
{
Keyboard.KeyDown(RecordStart);
Thread.Sleep(50);
Keyboard.KeyUp(RecordStart);
}
// Main loop
while (ProcessRunning)
{
MenuStateActive(ref menu);
Thread.Sleep(500);
if (!IsLoading && menu)
{
FocusWindow();
ReplaysPlayed++;
// Check if all the replays have been played
if (ReplaysPlayed > ReplaysToPlay)
{
ProgressText = "Queue finished";
break;
}
ProgressText = "Viewing replay " + ReplaysPlayed.ToString() + " / " + ReplaysToPlay.ToString();
// Navigate to next replay in game
NavigateDefault();
IsLoading = true;
}
else if (IsLoading && !menu)
{
FocusWindow();
IsLoading = false;
InMatchInputs();
}
}
}
catch (IndexOutOfRangeException)
{
GameNotOpen();
}
// Stop recording hotkey
if (RecordStart != Keys.None && RecordStop != Keys.None)
{
Keyboard.KeyDown(RecordStop);
Thread.Sleep(50);
Keyboard.KeyUp(RecordStop);
}
if (ReplaysPlayed <= ReplaysToPlay)
{
ProgressText = "Queue interrupted";
}
ProcessRunning = false;
LoopEnded?.Invoke(this, new EventArgs());
}
public void Train()
{
int iloop = 0;
training = true;
try
{
net.Lock();
while (iloop < nLoops && training)
{
LoopBegin?.Invoke(new LoopBeginStepArg
{
LoopIndex = iloop,
TotalLoops = nLoops,
Trainer = this
});
int iexample = 0;
foreach (var example in trainingSet)
{
example.Input.Lock();
example.Output.Lock();
if (!training)
{
break;
}
Train(example);
var error = ComputeExampleError(example);
ExampleStep?.Invoke(new ExampleStepArg
{
Example = example,
ExampleIndex = iexample,
LoopIndex = iloop,
TotalLoops = nLoops,
Trainer = this,
Error = error
});
example.Input.UnLock();
example.Output.UnLock();
iexample++;
}
var trainingSetError = ComputeError(trainingSet);
var validationError = ComputeError(validationSet);
LoopEnded?.Invoke(new LoopStepEndedArg
{
LoopIndex = iloop,
TotalLoops = nLoops,
Trainer = this,
TraningSetError = trainingSetError,
ValidationSetError = validationError
});
iloop++;
}
}
finally
{
net.Unlock();
}
}