void UpdatePix2Pix()
{
if (_itr == null)
{
ImageFilter.Preprocess(_sourceTexture, _sourceTensor);
_itr = Generator.Apply(_sourceTensor, _weightTable, _resultTensor);
}
while (_spent < _budget)
{
if (!_itr.MoveNext())
{
ImageFilter.Deprocess(_resultTensor, _resultTexture);
_spent += _itr.Current;
ImageFilter.Preprocess(_sourceTexture, _sourceTensor);
_itr = Generator.Apply(_sourceTensor, _weightTable, _resultTensor);
}
else
{
_spent += _itr.Current;
}
}
_spent -= _budget;
_budget -= Mathf.Max(Time.deltaTime * 60 - 1.2f, 0) * 5;
_budget = Mathf.Max(150, _budget);
_textDisplay.text = "Refresh rate: " +
(60 * Mathf.Min(1.0f, _budget / 1000)).ToString("0.0") +
" Hz (" + _levels[(int)Mathf.Min(5, _budget / 100)] + ")";
}
void UpdatePix2Pix()
{
ImageFilter.Preprocess(_sourceTexture, _sourceTensor);
var generated = Generator.Apply(_sourceTensor, _weightTable);
ImageFilter.Deprocess(generated, _resultTexture);
generated.Dispose();
//ImageFilter.Deprocess(_sourceTensor, _resultTexture);
}
void Start()
{
var weights = Path.Combine(Application.streamingAssetsPath, _weightFileName);
var stopwatch = new System.Diagnostics.Stopwatch();
stopwatch.Start();
var result = ImageFilter.Deprocess(
Generator.Apply(
ImageFilter.Preprocess(_sourceTexture),
WeightReader.ReadFromFile(weights)
)
);
stopwatch.Stop();
Debug.Log("Done. Total inference time is " + stopwatch.Elapsed);
GetComponent <MeshRenderer>().material.mainTexture = result;
}