static void Main(string[] args)
{
try
{
CudafyModule km = CudafyModule.TryDeserialize();
if (km == null || !km.TryVerifyChecksums())
{
km = CudafyTranslator.Cudafy();
km.TrySerialize();
}
CudafyTranslator.GenerateDebug = true;
// cuda or emulator
GPGPU gpu = CudafyHost.GetDevice(CudafyModes.Target, CudafyModes.DeviceId);
gpu.LoadModule(km);
//set up color profile to have a measure LAB lookup working
#region
Matrix3D navigationMatrix = new Matrix3D();
navigationMatrix.Translate(new Vector3D(0, 100, 110));
navigationMatrix.Scale(new Vector3D((double)1 / 5, (double)1 / 5, (double)1 / 5));
//2- Load the profile in a three dimensional array
Bin[, ,] p3700 = new Bin[RANGEL, RANGEA, RANGEB];
for (int l = 0; l < RANGEL; l++)
{
for (int a = 0; a < RANGEA; a++)
{
for (int b = 0; b < RANGEB; b++)
{
p3700[l, a, b] = new Bin(l, a, b);
}
}
}
try
{
// add the csv bin file
using (GenericParserAdapter parser = new GenericParserAdapter(@"C:\lev\STColorCorrection\Data\PROFILE\p3700.csv"))
{
System.Data.DataSet dsResult = parser.GetDataSet();
profile = dsResult.Tables[0];
}
}
catch
{ }
// #region
for (int i = 1; i < profile.Rows.Count; i++)
{
//lab vale as got form profile index
Point3D labBin = new Point3D();
labBin.X = Convert.ToDouble(profile.Rows[i][0].ToString());
labBin.Y = Convert.ToDouble(profile.Rows[i][1].ToString());
labBin.Z = Convert.ToDouble(profile.Rows[i][2].ToString());
//trasfered points
Point3D labCoordinate = navigationMatrix.Transform(labBin);
if (labCoordinate.X == 20 && labCoordinate.Y == 20 && labCoordinate.Z == 22)
{
Console.WriteLine("empty");
}
//gets the bin to fill up
Bin actualBin = GetProfileBin(p3700, labCoordinate);
//bin RGB Value
actualBin.binRGB.X = Convert.ToByte(profile.Rows[i][9].ToString());
actualBin.binRGB.Y = Convert.ToByte(profile.Rows[i][10].ToString());
actualBin.binRGB.Z = Convert.ToByte(profile.Rows[i][11].ToString());
//Measure Lab Values
actualBin.measuredLAB.X = Convert.ToDouble(profile.Rows[i][3].ToString());
actualBin.measuredLAB.Y = Convert.ToDouble(profile.Rows[i][4].ToString());
actualBin.measuredLAB.Z = Convert.ToDouble(profile.Rows[i][5].ToString());
//measured XYZ Values
actualBin.measuredXYZ.X = Convert.ToDouble(profile.Rows[i][6].ToString());
actualBin.measuredXYZ.Y = Convert.ToDouble(profile.Rows[i][7].ToString());
actualBin.measuredXYZ.Z = Convert.ToDouble(profile.Rows[i][8].ToString());
//is empty check
actualBin.isEmpty = false;
}
#endregion
//CVS FILE CREATING AND INICIALIZATION
#region
//create the CSV file
CsvFileWriter output_file_1 = new CsvFileWriter(@"C:\lev\STColorCorrection\Data\CUDA performance analysis\out_file1.csv");
CsvFileWriter output_file_2 = new CsvFileWriter(@"C:\lev\STColorCorrection\Data\CUDA performance analysis\out_file2.csv");
//create the header
CsvRow header = new CsvRow();
header.Add("R_fg_in");
header.Add("G_fg_in");
header.Add("B_fg_in");
header.Add("L_fg_in");
header.Add("A_fg_in");
header.Add("B_fg_in");
header.Add("X_bg_in");
header.Add("Y_bg_in");
header.Add("Z_bg_in");
header.Add("BF_Dist");
header.Add("Cuda BF time");
header.Add("QC_Dist");
header.Add("Cuda QC time");
header.Add("Snake_Dist");
header.Add("Cuda Snake time");
header.Add("DecreaseStep_DS");
header.Add("Cuda DS time");
output_file_1.WriteRow(header);
header = new CsvRow();
header.Add("R_fg_in");
header.Add("G_fg_in");
header.Add("B_fg_in");
header.Add("L_fg_in");
header.Add("A_fg_in");
header.Add("B_fg_in");
header.Add("X_bg_in");
header.Add("Y_bg_in");
header.Add("Z_bg_in");
header.Add("BF_Dist");
header.Add("R_fg_out");
header.Add("G_fg_out");
header.Add("B_fg_out");
header.Add("QC_Dist");
header.Add("R_fg_out");
header.Add("G_fg_out");
header.Add("B_fg_out");
header.Add("Snake_Dist");
header.Add("R_fg_out");
header.Add("G_fg_out");
header.Add("B_fg_out");
header.Add("DecreaseStep_DS");
header.Add("R_fg_out");
header.Add("G_fg_out");
header.Add("B_fg_out");
output_file_2.WriteRow(header);
//write the header to the CSV file
#endregion
Random randomGenerater = new Random();
for (int num_colors = 0; num_colors < 500; num_colors++)
{
//create a new csv row
CsvRow new_row_file_1 = new CsvRow();
CsvRow new_row_file_2 = new CsvRow();
//colour selection
Byte[] rgb = new Byte[3];
randomGenerater.NextBytes(rgb);
System.Drawing.Color foreground = System.Drawing.Color.FromArgb(rgb[0], rgb[1], rgb[2]);
Point3D backgroundCIEXYZ = new Point3D(0, 0, 0);
backgroundCIEXYZ.X = randomGenerater.NextDouble() * 0.9504;
backgroundCIEXYZ.Y = randomGenerater.NextDouble() * 1.0000;
backgroundCIEXYZ.Z = randomGenerater.NextDouble() * 1.0888;
Point3D background = new Point3D(backgroundCIEXYZ.X, backgroundCIEXYZ.Y, backgroundCIEXYZ.Z);
Bin foregroundBin = FindForegroundBin(p3700, navigationMatrix, foreground);
PerceptionLib.Color foregroundLAB = new PerceptionLib.Color();
foregroundLAB.LA = foregroundBin.measuredLAB.X;
foregroundLAB.A = foregroundBin.measuredLAB.Y;
foregroundLAB.B = foregroundBin.measuredLAB.Z;
//write the input colors
#region
new_row_file_1.Add(foreground.R.ToString());
new_row_file_1.Add(foreground.G.ToString());
new_row_file_1.Add(foreground.B.ToString());
new_row_file_1.Add(foregroundLAB.LA.ToString());
new_row_file_1.Add(foregroundLAB.A.ToString());
new_row_file_1.Add(foregroundLAB.B.ToString());
new_row_file_1.Add(background.X.ToString());
new_row_file_1.Add(background.Y.ToString());
new_row_file_1.Add(background.Z.ToString());
new_row_file_2.Add(foreground.R.ToString());
new_row_file_2.Add(foreground.G.ToString());
new_row_file_2.Add(foreground.B.ToString());
new_row_file_2.Add(foregroundLAB.LA.ToString());
new_row_file_2.Add(foregroundLAB.A.ToString());
new_row_file_2.Add(foregroundLAB.B.ToString());
new_row_file_2.Add(background.X.ToString());
new_row_file_2.Add(background.Y.ToString());
new_row_file_2.Add(background.Z.ToString());
#endregion
//get the brute force values
Color.TestingStructure[] results_brute_force = Color.CorrectColour(foreground, background.X, background.Y, background.Z);
new_row_file_1.Add(results_brute_force[0].distance.ToString());
new_row_file_1.Add(results_brute_force[0].execution_time.ToString());
Point3D labBin = new Point3D();
labBin.X = results_brute_force[0].Given_R;
labBin.Y = results_brute_force[0].Given_G;
labBin.Z = results_brute_force[0].Given_B;
Bin actualBin = GetProfileBin(p3700, labBin);
new_row_file_2.Add(results_brute_force[0].distance.ToString());
new_row_file_2.Add(actualBin.binRGB.X.ToString());
new_row_file_2.Add(actualBin.binRGB.Y.ToString());
new_row_file_2.Add(actualBin.binRGB.Z.ToString());
quick_corr.TestingStructure[] results_quick_corr = quick_corr.CorrectColour(foreground, background.X, background.Y, background.Z);
new_row_file_1.Add(results_quick_corr[0].distance.ToString());
new_row_file_1.Add(results_quick_corr[0].execution_time.ToString());
labBin = new Point3D();
labBin.X = results_quick_corr[0].Given_R;
labBin.Y = results_quick_corr[0].Given_G;
labBin.Z = results_quick_corr[0].Given_B;
actualBin = GetProfileBin(p3700, labBin);
new_row_file_2.Add(results_quick_corr[0].distance.ToString());
new_row_file_2.Add(actualBin.binRGB.X.ToString());
new_row_file_2.Add(actualBin.binRGB.Y.ToString());
new_row_file_2.Add(actualBin.binRGB.Z.ToString());
snake.TestingStructure[] results_snake = snake.CorrectColour(foreground, background.X, background.Y, background.Z);
new_row_file_1.Add(results_snake[0].distance.ToString());
new_row_file_1.Add(results_snake[0].execution_time.ToString());
labBin = new Point3D();
labBin.X = results_snake[0].Given_R;
labBin.Y = results_snake[0].Given_G;
labBin.Z = results_snake[0].Given_B;
actualBin = GetProfileBin(p3700, labBin);
new_row_file_2.Add(results_snake[0].distance.ToString());
new_row_file_2.Add(actualBin.binRGB.X.ToString());
new_row_file_2.Add(actualBin.binRGB.Y.ToString());
new_row_file_2.Add(actualBin.binRGB.Z.ToString());
half_step.TestingStructure[] results_half_step = half_step.CorrectColour(foreground, background.X, background.Y, background.Z);
new_row_file_1.Add(results_half_step[0].distance.ToString());
new_row_file_1.Add(results_half_step[0].execution_time.ToString());
labBin = new Point3D();
labBin.X = results_half_step[0].Given_R;
labBin.Y = results_half_step[0].Given_G;
labBin.Z = results_half_step[0].Given_B;
actualBin = GetProfileBin(p3700, labBin);
new_row_file_2.Add(results_half_step[0].distance.ToString());
new_row_file_2.Add(actualBin.binRGB.X.ToString());
new_row_file_2.Add(actualBin.binRGB.Y.ToString());
new_row_file_2.Add(actualBin.binRGB.Z.ToString());
//write the results
output_file_1.WriteRow(new_row_file_1);
output_file_2.WriteRow(new_row_file_2);
}
//Color.Execute();
//quick_corr.Execute();
//close the CSV files
output_file_1.Close();
output_file_2.Close();
Console.WriteLine("Done!");
}
catch (Exception ex)
{
Console.WriteLine(ex);
}
theEnd:
Console.ReadKey();
}
static void Main(string[] args)
{
try
{
CudafyModule km = CudafyModule.TryDeserialize();
if (km == null || !km.TryVerifyChecksums())
{
km = CudafyTranslator.Cudafy();
km.TrySerialize();
}
CudafyTranslator.GenerateDebug = true;
// cuda or emulator
GPGPU gpu = CudafyHost.GetDevice(CudafyModes.Target, CudafyModes.DeviceId);
gpu.LoadModule(km);
//set up color profile to have a measure LAB lookup working
#region
Matrix3D navigationMatrix = new Matrix3D();
navigationMatrix.Translate(new Vector3D(0, 100, 110));
navigationMatrix.Scale(new Vector3D((double)1 / 5, (double)1 / 5, (double)1 / 5));
//2- Load the profile in a three dimensional array
Bin[, ,] p3700 = new Bin[RANGEL, RANGEA, RANGEB];
for (int l = 0; l < RANGEL; l++)
{
for (int a = 0; a < RANGEA; a++)
{
for (int b = 0; b < RANGEB; b++)
{
p3700[l, a, b] = new Bin(l, a, b);
}
}
}
try
{
// add the csv bin file
using (GenericParserAdapter parser = new GenericParserAdapter(@"C:\lev\STColorCorrection\Data\PROFILE\p3700.csv"))
{
System.Data.DataSet dsResult = parser.GetDataSet();
profile = dsResult.Tables[0];
}
}
catch
{ }
// #region
for (int i = 1; i < profile.Rows.Count; i++)
{
//lab vale as got form profile index
Point3D labBin = new Point3D();
labBin.X = Convert.ToDouble(profile.Rows[i][0].ToString());
labBin.Y = Convert.ToDouble(profile.Rows[i][1].ToString());
labBin.Z = Convert.ToDouble(profile.Rows[i][2].ToString());
//trasfered points
Point3D labCoordinate = navigationMatrix.Transform(labBin);
if (labCoordinate.X == 20 && labCoordinate.Y == 20 && labCoordinate.Z == 22)
{
Console.WriteLine("empty");
}
//gets the bin to fill up
Bin actualBin = GetProfileBin(p3700, labCoordinate);
//bin RGB Value
actualBin.binRGB.X = Convert.ToByte(profile.Rows[i][9].ToString());
actualBin.binRGB.Y = Convert.ToByte(profile.Rows[i][10].ToString());
actualBin.binRGB.Z = Convert.ToByte(profile.Rows[i][11].ToString());
//Measure Lab Values
actualBin.measuredLAB.X = Convert.ToDouble(profile.Rows[i][3].ToString());
actualBin.measuredLAB.Y = Convert.ToDouble(profile.Rows[i][4].ToString());
actualBin.measuredLAB.Z = Convert.ToDouble(profile.Rows[i][5].ToString());
//measured XYZ Values
actualBin.measuredXYZ.X = Convert.ToDouble(profile.Rows[i][6].ToString());
actualBin.measuredXYZ.Y = Convert.ToDouble(profile.Rows[i][7].ToString());
actualBin.measuredXYZ.Z = Convert.ToDouble(profile.Rows[i][8].ToString());
//is empty check
actualBin.isEmpty = false;
}
#endregion
//CVS FILE CREATING AND INICIALIZATION
#region
//create the CSV file
CsvFileWriter output_file_1 = new CsvFileWriter(@"C:\lev\STColorCorrection\Data\CUDA performance analysis\times_file.csv");
//create the header
CsvRow header = new CsvRow();
header.Add("Cuda BF time");
header.Add("Cuda QC time");
header.Add("Cuda Snake time");
header.Add("Cuda HF time");
output_file_1.WriteRow(header);
#endregion
Random randomGenerater = new Random();
for (int num_colors = 0; num_colors < 2; num_colors++)
{
//create a new csv row
CsvRow new_row_file_1 = new CsvRow();
const int image_size = 1024 * 768;
bf.ForeGroundStrucuture[] foregorungRGB_BF = new bf.ForeGroundStrucuture[image_size];
bf.BackGroundStrucuture[] BackgroundXYZ_BF = new bf.BackGroundStrucuture[image_size];
quick_corr.ForeGroundStrucuture[] foregorungRGB_QC = new quick_corr.ForeGroundStrucuture[image_size];
quick_corr.BackGroundStrucuture[] BackgroundXYZ_QC = new quick_corr.BackGroundStrucuture[image_size];
snake.ForeGroundStrucuture[] foregorungRGB_SN = new snake.ForeGroundStrucuture[image_size];
snake.BackGroundStrucuture[] BackgroundXYZ_SN = new snake.BackGroundStrucuture[image_size];
reduce_step.ForeGroundStrucuture[] foregorungRGB_RS = new reduce_step.ForeGroundStrucuture[image_size];
reduce_step.BackGroundStrucuture[] BackgroundXYZ_RS = new reduce_step.BackGroundStrucuture[image_size];
for (int i = 0; i < image_size; i++)
{
//static colour
//System.Drawing.Color foreground = System.Drawing.Color.FromArgb(69, 77, 217);
//Point3D backgroundCIEXYZ = new Point3D(0.0630982813175294, 0.616476271122916, 0.667048468232457);
//dynamic random colour
Byte[] rgb = new Byte[3];
randomGenerater.NextBytes(rgb);
System.Drawing.Color foreground = System.Drawing.Color.FromArgb(rgb[0], rgb[1], rgb[2]);
Point3D backgroundCIEXYZ = new Point3D(0, 0, 0);
backgroundCIEXYZ.X = randomGenerater.NextDouble() * 0.9504;
backgroundCIEXYZ.Y = randomGenerater.NextDouble() * 1.0000;
backgroundCIEXYZ.Z = randomGenerater.NextDouble() * 1.0888;
Point3D background = new Point3D(backgroundCIEXYZ.X, backgroundCIEXYZ.Y, backgroundCIEXYZ.Z);
foregorungRGB_BF[i].R = foreground.R;
foregorungRGB_BF[i].G = foreground.G;
foregorungRGB_BF[i].B = foreground.B;
BackgroundXYZ_BF[i].X = backgroundCIEXYZ.X;
BackgroundXYZ_BF[i].Y = backgroundCIEXYZ.Y;
BackgroundXYZ_BF[i].Z = backgroundCIEXYZ.Z;
foregorungRGB_QC[i].R = foreground.R;
foregorungRGB_QC[i].G = foreground.G;
foregorungRGB_QC[i].B = foreground.B;
BackgroundXYZ_QC[i].X = backgroundCIEXYZ.X;
BackgroundXYZ_QC[i].Y = backgroundCIEXYZ.Y;
BackgroundXYZ_QC[i].Z = backgroundCIEXYZ.Z;
foregorungRGB_SN[i].R = foreground.R;
foregorungRGB_SN[i].G = foreground.G;
foregorungRGB_SN[i].B = foreground.B;
BackgroundXYZ_SN[i].X = backgroundCIEXYZ.X;
BackgroundXYZ_SN[i].Y = backgroundCIEXYZ.Y;
BackgroundXYZ_SN[i].Z = backgroundCIEXYZ.Z;
foregorungRGB_RS[i].R = foreground.R;
foregorungRGB_RS[i].G = foreground.G;
foregorungRGB_RS[i].B = foreground.B;
BackgroundXYZ_RS[i].X = backgroundCIEXYZ.X;
BackgroundXYZ_RS[i].Y = backgroundCIEXYZ.Y;
BackgroundXYZ_RS[i].Z = backgroundCIEXYZ.Z;
}
//write the input colors
#region
#endregion
//prepare a BF specific struct
//get the brute force values
//bf.TestOutput results_brute_force = bf.CorrectColour(foregorungRGB_BF, BackgroundXYZ_BF);
//new_row_file_1.Add(results_brute_force.timeTaken.ToString());
//Console.WriteLine("");
quick_corr.TestOutput results_quick_corr = quick_corr.CorrectColour(foregorungRGB_QC, BackgroundXYZ_QC);
new_row_file_1.Add(results_quick_corr.timeTaken.ToString());
//Console.WriteLine(results_quick_corr.timeTaken.ToString());
//snake.TestOutput results_snake_corr = snake.CorrectColour(foregorungRGB_SN, BackgroundXYZ_SN);
//new_row_file_1.Add(results_snake_corr.timeTaken.ToString());
//Console.WriteLine("");
//reduce_step.TestOutput results_reduce_step = reduce_step.CorrectColour(foregorungRGB_RS, BackgroundXYZ_RS);
//new_row_file_1.Add(results_reduce_step.timeTaken.ToString());
output_file_1.WriteRow(new_row_file_1);
}
//Color.Execute();
//quick_corr.Execute();
//close the CSV files
output_file_1.Close();
Console.WriteLine("Done!");
}
catch (Exception ex)
{
Console.WriteLine(ex);
}
theEnd:
Console.ReadKey();
}
