public void AddUTest(string mode, string test, Dictionary <string, string> environmentVariables)
{
RemoteExecutor.RemoteInvoke((arg0, arg1) =>
{
CheckProperFlag(arg0);
float[] src = (float[])_testArrays[int.Parse(arg1)].Clone();
float[] dst = (float[])src.Clone();
float[] expected = (float[])src.Clone();
// Ensures src and dst are different arrays
for (int i = 0; i < dst.Length; i++)
{
dst[i] += 1;
}
for (int i = 0; i < expected.Length; i++)
{
expected[i] = 2 * expected[i] + 1;
}
CpuMathUtils.Add(src, dst, dst.Length);
var actual = dst;
Assert.Equal(expected, actual, _comparer);
return(RemoteExecutor.SuccessExitCode);
}, mode, test, new RemoteInvokeOptions(environmentVariables));
}
public void AddSUTest(string mode, string test, Dictionary <string, string> environmentVariables)
{
RemoteExecutor.RemoteInvoke((arg0, arg1) =>
{
CheckProperFlag(arg0);
float[] src = (float[])_testArrays[int.Parse(arg1)].Clone();
float[] dst = (float[])src.Clone();
int[] idx = _testIndexArray;
float[] expected = (float[])dst.Clone();
expected[0] = 3.92f;
expected[2] = -12.14f;
expected[5] = -36.69f;
expected[6] = 46.29f;
expected[8] = -104.41f;
expected[11] = -13.09f;
expected[12] = -73.92f;
expected[13] = -23.64f;
expected[14] = 34.41f;
CpuMathUtils.Add(src, idx, dst, idx.Length);
var actual = dst;
Assert.Equal(expected, actual, _comparer);
return(RemoteExecutor.SuccessExitCode);
}, mode, test, new RemoteInvokeOptions(environmentVariables));
}
/// <summary>
/// Perform in-place vector addition <c><paramref name="dst"/> += <paramref name="src"/></c>.
/// </summary>
public static void Add(Float[] src, Float[] dst)
{
Contracts.CheckValue(src, nameof(src));
Contracts.CheckValue(dst, nameof(dst));
Contracts.CheckParam(src.Length == dst.Length, nameof(dst), "Arrays must have the same dimensionality.");
if (src.Length == 0)
{
return;
}
CpuMathUtils.Add(src, dst, src.Length);
}
public void AddScalarUTest(int test)
{
float[] dst = (float[])testArrays[test].Clone();
float[] expected = (float[])dst.Clone();
for (int i = 0; i < expected.Length; i++)
{
expected[i] += DEFAULT_SCALE;
}
CpuMathUtils.Add(DEFAULT_SCALE, dst, dst.Length);
var actual = dst;
Assert.Equal(expected, actual, comparer);
}
public void AddScalarUTest(int test)
{
float[] dst = (float[])_testArrays[test].Clone();
float[] expected = (float[])dst.Clone();
for (int i = 0; i < expected.Length; i++)
{
expected[i] += DefaultScale;
}
CpuMathUtils.Add(DefaultScale, dst);
var actual = dst;
Assert.Equal(expected, actual, _comparer);
}
public void AddSUTest(int test)
{
float[] src = (float[])testArrays[test].Clone();
float[] dst = (float[])src.Clone();
int[] idx = testIndexArray;
float[] expected = (float[])dst.Clone();
expected[0] = 3.92f;
expected[2] = -12.14f;
expected[5] = -36.69f;
expected[6] = 46.29f;
CpuMathUtils.Add(src, idx, dst, idx.Length);
var actual = dst;
Assert.Equal(expected, actual, comparer);
}
public void AddScalarUTest(string mode, string test, string scale, Dictionary <string, string> environmentVariables)
{
RemoteExecutor.RemoteInvoke((arg0, arg1, arg2) =>
{
CheckProperFlag(arg0);
float defaultScale = float.Parse(arg2, CultureInfo.InvariantCulture);
float[] dst = (float[])_testArrays[int.Parse(arg1)].Clone();
float[] expected = (float[])dst.Clone();
for (int i = 0; i < expected.Length; i++)
{
expected[i] += defaultScale;
}
CpuMathUtils.Add(defaultScale, dst);
var actual = dst;
Assert.Equal(expected, actual, _comparer);
return(RemoteExecutor.SuccessExitCode);
}, mode, test, scale, new RemoteInvokeOptions(environmentVariables));
}
public void AddUTest(int test)
{
float[] src = (float[])testArrays[test].Clone();
float[] dst = (float[])src.Clone();
float[] expected = (float[])src.Clone();
// Ensures src and dst are different arrays
for (int i = 0; i < dst.Length; i++)
{
dst[i] += 1;
}
for (int i = 0; i < expected.Length; i++)
{
expected[i] = 2 * expected[i] + 1;
}
CpuMathUtils.Add(src, dst, dst.Length);
var actual = dst;
Assert.Equal(expected, actual, comparer);
}
public void AddSUTest(string mode, string test, Dictionary <string, string> environmentVariables)
{
RemoteExecutor.RemoteInvoke((arg0, arg1) =>
{
CheckProperFlag(arg0);
float[] src = (float[])_testArrays[int.Parse(arg1)].Clone();
float[] dst = (float[])src.Clone();
int[] idx = _testIndexArray;
int limit = int.Parse(arg1) == 2 ? 9 : 18;
float[] expected = (float[])dst.Clone();
for (int i = 0; i < limit; i++)
{
int index = idx[i];
expected[index] += src[i];
}
CpuMathUtils.Add(src, idx, dst, limit);
var actual = dst;
Assert.Equal(expected, actual, _comparer);
return(RemoteExecutor.SuccessExitCode);
}, mode, test, new RemoteInvokeOptions(environmentVariables));
}
private static void FillValues(IExceptionContext ectx, ref VBuffer <Float> src, ref VBuffer <Float> dst, Float divisor, Float scale, Float offset = 0)
{
int count = src.Count;
int length = src.Length;
ectx.Assert(Utils.Size(src.Values) >= count);
ectx.Assert(divisor >= 0);
if (count == 0)
{
dst = new VBuffer <Float>(length, 0, dst.Values, dst.Indices);
return;
}
ectx.Assert(count > 0);
ectx.Assert(length > 0);
Float normScale = scale;
if (divisor > 0)
{
normScale /= divisor;
}
// Don't normalize small values.
if (normScale < MinScale)
{
normScale = 1;
}
if (offset == 0)
{
var dstValues = dst.Values;
if (Utils.Size(dstValues) < count)
{
dstValues = new Float[count];
}
var dstIndices = dst.Indices;
if (!src.IsDense)
{
if (Utils.Size(dstIndices) < count)
{
dstIndices = new int[count];
}
Array.Copy(src.Indices, dstIndices, count);
}
CpuMathUtils.Scale(normScale, src.Values, dstValues, count);
dst = new VBuffer <Float>(length, count, dstValues, dstIndices);
return;
}
// Subtracting the mean requires a dense representation.
src.CopyToDense(ref dst);
if (normScale != 1)
{
CpuMathUtils.ScaleAdd(normScale, -offset, dst.Values, length);
}
else
{
CpuMathUtils.Add(-offset, dst.Values, length);
}
}
public void AddSU() => CpuMathUtils.Add(src, idx, dst, _smallInputLength);
public void AddScalarU() => CpuMathUtils.Add(DefaultScale, dst.AsSpan(0, _smallInputLength));
public void ManagedAddSUPerf() => CpuMathUtils.Add(src, idx, dst, IDXLEN);
public void ManagedAddUPerf() => CpuMathUtils.Add(src, dst, LEN);
public void ManagedAddScalarUPerf() => CpuMathUtils.Add(DEFAULT_SCALE, dst, LEN);