public static void TestUshortArrayUncheckedTotalFunctions(int testSetSize)
{
WriteLine();
Write($"Testing ushort array unchecked total functions, generating test data...");
var testData = GetRandomUShortArray(testSetSize);
WriteLine($" done, testing...");
var naiveTimesMs = new List <long>();
var hwTimesMs = new List <long>();
for (var i = 0; i < 3; i++)
{
stopwatch.Restart();
var total = UShortSimdProcessor.NaiveUncheckedTotalOfArray(testData);
var naiveTimeMs = stopwatch.ElapsedMilliseconds;
naiveTimesMs.Add(naiveTimeMs);
WriteLine($"Naive analysis took: {naiveTimeMs}ms (total: {total}).");
stopwatch.Restart();
total = UShortSimdProcessor.HWAcceleratedUncheckedTotalOfArray(testData);
var hwTimeMs = stopwatch.ElapsedMilliseconds;
hwTimesMs.Add(hwTimeMs);
WriteLine($"Hareware accelerated analysis took: {hwTimeMs}ms (total: {total}).");
}
WriteLine("Finding total of array of ushorts");
WriteLine($"Naive method average time: {naiveTimesMs.Average():.##}");
WriteLine($"HW accelerated method average time: {hwTimesMs.Average():.##}");
WriteLine($"Hardware speedup: {naiveTimesMs.Average() / hwTimesMs.Average():P}%");
}
public static void TestUshortArrayStats(int testSetSize)
{
WriteLine();
Write($"Testing ushort array stats functions, generating test data...");
var testData = GetRandomUShortArray(testSetSize);
WriteLine($" done, testing...");
var naiveTimesMs = new List <long>();
var hwTimesMs = new List <long>();
for (var i = 0; i < 3; i++)
{
stopwatch.Restart();
ushort max, min;
double average;
UShortSimdProcessor.NaiveGetStats(testData, out min, out max, out average);
var naiveTimeMs = stopwatch.ElapsedMilliseconds;
naiveTimesMs.Add(naiveTimeMs);
WriteLine($"Naive analysis took: {naiveTimeMs}ms (min: {min}, max: {max}, average: {average}).");
stopwatch.Restart();
UShortSimdProcessor.HWAcceleratedGetStats(testData, out min, out max, out average);
var hwTimeMs = stopwatch.ElapsedMilliseconds;
hwTimesMs.Add(hwTimeMs);
WriteLine($"Hareware accelerated analysis took: {hwTimeMs}ms (min: {min}, max: {max}, average: {average}).");
}
WriteLine("Finding stats of array of ushorts");
WriteLine($"Naive method average time: {naiveTimesMs.Average():.##}");
WriteLine($"HW accelerated method average time: {hwTimesMs.Average():.##}");
WriteLine($"Hardware speedup: {naiveTimesMs.Average() / hwTimesMs.Average():P}%");
}
public static void TestUShortAdditionIntoResultsArray(int testSetSize)
{
WriteLine();
Write("Testing ushort array addition into results array, generating test data...");
var ushortsOne = GetRandomUShortArray(testSetSize);
var ushortsTwo = GetRandomUShortArray(testSetSize);
var result = new ushort[testSetSize];
WriteLine(" done, testing...");
var naiveTimesMs = new List <long>();
var hwTimesMs = new List <long>();
for (var i = 0; i < 3; i++)
{
stopwatch.Restart();
UShortSimdProcessor.HwAcceleratedSumUnchecked(ushortsOne, ushortsTwo, result);
var hwTimeMs = stopwatch.ElapsedMilliseconds;
hwTimesMs.Add(hwTimeMs);
WriteLine($"HW accelerated addition took: {hwTimeMs}ms (last value = {result[result.Length - 1]}).");
stopwatch.Restart();
UShortSimdProcessor.NaiveSumUnchecked(ushortsOne, ushortsTwo, result);
var naiveTimeMs = stopwatch.ElapsedMilliseconds;
naiveTimesMs.Add(naiveTimeMs);
WriteLine($"Naive addition took: {naiveTimeMs}ms (last value = {result[result.Length - 1]}).");
}
WriteLine("Testing ushort array addition");
WriteLine($"Naive method average time: {naiveTimesMs.Average():.##}");
WriteLine($"HW accelerated method average time: {hwTimesMs.Average():.##}");
WriteLine($"Hardware speedup: {naiveTimesMs.Average() / hwTimesMs.Average():P}%");
}
public static void TestInPlaceUShortAddition(int testSetSize)
{
WriteLine();
Write("Testing ushort array in place addition, generating test data...");
var ushortsOne = GetRandomUShortArray(testSetSize);
var ushortsTwo = GetRandomUShortArray(testSetSize);
WriteLine(" done, testing...");
var naiveTimesMs = new List <long>();
var hwTimesMs = new List <long>();
for (var i = 0; i < 3; i++)
{
var ushortsOneCopy = new ushort[ushortsOne.Length];
ushortsOne.CopyTo(ushortsOneCopy, 0);
stopwatch.Restart();
UShortSimdProcessor.HwAcceleratedSumInPlaceUnchecked(ushortsOneCopy, ushortsTwo);
var hwTimeMs = stopwatch.ElapsedMilliseconds;
hwTimesMs.Add(hwTimeMs);
WriteLine($"HW accelerated addition took: {hwTimeMs}ms (last value = {ushortsOneCopy[ushortsOneCopy.Length - 1]}).");
ushortsOne.CopyTo(ushortsOneCopy, 0);
stopwatch.Restart();
UShortSimdProcessor.NaiveSumInPlaceUnchecked(ushortsOneCopy, ushortsTwo);
var naiveTimeMs = stopwatch.ElapsedMilliseconds;
naiveTimesMs.Add(naiveTimeMs);
WriteLine($"Naive addition took: {naiveTimeMs}ms (last value = {ushortsOneCopy[ushortsOneCopy.Length - 1]}).");
}
WriteLine("Testing ushort array addition");
WriteLine($"Naive method average time: {naiveTimesMs.Average():.##}");
WriteLine($"HW accelerated method average time: {hwTimesMs.Average():.##}");
WriteLine($"Hardware speedup: {naiveTimesMs.Average() / hwTimesMs.Average():P}%");
}
