public void TestNonSquareLargeMeanCenter()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
int nN = 60000;
int nD = 784;
if (t.DataType == DataType.FLOAT)
{
nN = 100;
nD = 78;
}
t.TestMeanCenter(nN, nD, false);
}
}
finally
{
test.Dispose();
}
}
public void TestBigWidth()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
int nN = 60000;
int nD = 784;
if (t.DataType == DataType.FLOAT)
{
nN = 100;
nD = 784;
}
t.TestWidth(nN, nD);
}
}
finally
{
test.Dispose();
}
}
public void TestSimpleLargeMeanCenterNormalize()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
int nN = 300;
int nD = 300;
if (t.DataType == DataType.FLOAT)
{
nN = 100;
nD = 100;
}
t.TestMeanCenter(nN, nD, true);
}
}
finally
{
test.Dispose();
}
}
public void TestBigNonSquareDot()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
int nM = 20000;
int nN = 784;
int nK = 50;
if (t.DataType == DataType.FLOAT)
{
nM = 1;
nK = 10;
}
t.TestDot(nM, nN, nK);
}
}
finally
{
test.Dispose();
}
}
public void TestSimpleDot()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
t.TestDot(3, 3, 3);
}
}
finally
{
test.Dispose();
}
}
public void TestSumSqDiff1()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
t.TestSumSqDiff(1000, 784, 784 * 10, 784 * 11);
}
}
finally
{
test.Dispose();
}
}
public void TestMinVal()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
t.TestMinVal();
}
}
finally
{
test.Dispose();
}
}
public void TestSimplePCA_randomdata()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
t.TestSimplePCA_randomdata();
}
}
finally
{
test.Dispose();
}
}
public void TestNonSquareLargeMeanCenterNormalize()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
t.TestMeanCenter(3000, 784, true);
}
}
finally
{
test.Dispose();
}
}
public void TestSimpleMeanCenterNormalize()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
t.TestMeanCenter(3, 3, true);
}
}
finally
{
test.Dispose();
}
}
public void TestNonSquareMeanCenter()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
t.TestMeanCenter(3, 2, false);
}
}
finally
{
test.Dispose();
}
}
public void TestNonSquareLargeTranspose()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
t.TestTranspose(40, 3);
}
}
finally
{
test.Dispose();
}
}
public void TestSimpleLargeTranspose()
{
PCATest test = new PCATest();
try
{
foreach (IPCATest t in test.Tests)
{
t.TestTranspose(300, 300);
}
}
finally
{
test.Dispose();
}
}
