use of jmbench.interfaces.DetectedException in project Java-Matrix-Benchmark by lessthanoptimal.
the class SolverAccuracy method evaluateSolver.
private void evaluateSolver() {
reason = OutputError.NO_ERROR;
foundResult = Double.NaN;
BenchmarkMatrix[] inputsB = new BenchmarkMatrix[2];
BenchmarkMatrix[] outputB = new BenchmarkMatrix[1];
inputsB[0] = factory.convertToLib(A);
inputsB[1] = factory.convertToLib(b);
MatrixProcessorInterface operation = createAlgorithm();
if (operation == null) {
reason = OutputError.NOT_SUPPORTED;
return;
}
try {
operation.process(inputsB, outputB, 1);
} catch (DetectedException e) {
reason = OutputError.DETECTED_FAILURE;
return;
} catch (Exception e) {
addUnexpectedException(e);
reason = OutputError.UNEXPECTED_EXCEPTION;
return;
}
RowMajorMatrix[] results = new RowMajorMatrix[outputB.length];
for (int i = 0; i < results.length; i++) results[i] = factory.convertToRowMajor(outputB[i]);
RowMajorMatrix x = results[0];
if (RowMajorOps.hasUncountable(x)) {
reason = OutputError.UNCOUNTABLE;
return;
}
foundResult = StabilityBenchmark.residualErrorMetric(A, x, b);
if (Double.isNaN(foundResult) || Double.isInfinite(foundResult)) {
reason = OutputError.LARGE_ERROR;
return;
}
}
use of jmbench.interfaces.DetectedException in project Java-Matrix-Benchmark by lessthanoptimal.
the class SolverOverflow method check.
@Override
public boolean check(int testPoint) {
// System.out.println("check = "+testPoint);
double scale = Math.pow(scaling, testPoint);
RowMajorOps.scale(scale, A, A_scale);
RowMajorOps.scale(scale, b, b_scale);
BenchmarkMatrix[] inputsB = new BenchmarkMatrix[2];
BenchmarkMatrix[] outputB = new BenchmarkMatrix[1];
inputsB[0] = factory.convertToLib(A_scale);
inputsB[1] = factory.convertToLib(b_scale);
MatrixProcessorInterface operation = createAlgorithm();
if (operation == null) {
reason = OutputError.NOT_SUPPORTED;
return false;
}
try {
operation.process(inputsB, outputB, 1);
} catch (DetectedException e) {
reason = OutputError.DETECTED_FAILURE;
return false;
} catch (Exception e) {
addUnexpectedException(e);
reason = OutputError.UNEXPECTED_EXCEPTION;
return false;
}
RowMajorMatrix[] results = new RowMajorMatrix[outputB.length];
for (int i = 0; i < results.length; i++) results[i] = factory.convertToRowMajor(outputB[i]);
RowMajorMatrix x = results[0];
if (RowMajorOps.hasUncountable(x)) {
reason = OutputError.UNCOUNTABLE;
return false;
}
double error = StabilityBenchmark.residualErrorMetric(A_scale, x, b_scale);
// was countable, it only become uncountable when computing the error.
if (Double.isNaN(error) || Double.isInfinite(error) || error > breakingPoint) {
reason = OutputError.LARGE_ERROR;
return false;
}
System.gc();
Thread.yield();
return true;
}
use of jmbench.interfaces.DetectedException in project Java-Matrix-Benchmark by lessthanoptimal.
the class OverflowTestBase method check.
@Override
public boolean check(int testPoint) {
double scale = Math.pow(scaling, testPoint);
Ascaled.set(A);
RowMajorOps.scale(scale, Ascaled);
RowMajorMatrix[] inputs = new RowMajorMatrix[] { Ascaled };
BenchmarkMatrix[] inputsB = new BenchmarkMatrix[inputs.length];
BenchmarkMatrix[] outputB = new BenchmarkMatrix[getNumOutputs()];
for (int i = 0; i < inputs.length; i++) {
inputsB[i] = factory.convertToLib(inputs[i]);
}
MatrixProcessorInterface operation = createAlgorithm();
if (operation == null) {
reason = OutputError.NOT_SUPPORTED;
return false;
}
try {
operation.process(inputsB, outputB, 1);
} catch (DetectedException e) {
reason = OutputError.DETECTED_FAILURE;
return false;
} catch (Exception e) {
addUnexpectedException(e);
reason = OutputError.UNEXPECTED_EXCEPTION;
return false;
}
RowMajorMatrix[] results = new RowMajorMatrix[outputB.length];
for (int i = 0; i < results.length; i++) results[i] = factory.convertToRowMajor(outputB[i]);
for (RowMajorMatrix R : results) {
if (RowMajorOps.hasUncountable(R)) {
reason = OutputError.UNCOUNTABLE;
return false;
}
}
return checkResults(results);
}
use of jmbench.interfaces.DetectedException in project Java-Matrix-Benchmark by lessthanoptimal.
the class AccuracyTestBase method evaluateTestCase.
protected void evaluateTestCase() {
reason = OutputError.NO_ERROR;
foundResult = Double.NaN;
RowMajorMatrix[] inputs = createInputs();
BenchmarkMatrix[] inputsB = new BenchmarkMatrix[inputs.length];
BenchmarkMatrix[] outputB = new BenchmarkMatrix[getNumOutputs()];
for (int i = 0; i < inputs.length; i++) {
inputsB[i] = factory.convertToLib(inputs[i]);
}
MatrixProcessorInterface operation = createAlgorithm();
if (operation == null) {
reason = OutputError.NOT_SUPPORTED;
return;
}
try {
operation.process(inputsB, outputB, 1);
} catch (DetectedException e) {
reason = OutputError.DETECTED_FAILURE;
return;
} catch (Exception e) {
addUnexpectedException(e);
reason = OutputError.UNEXPECTED_EXCEPTION;
return;
}
RowMajorMatrix[] results = new RowMajorMatrix[outputB.length];
for (int i = 0; i < results.length; i++) results[i] = factory.convertToRowMajor(outputB[i]);
processResults(inputs, results);
}
use of jmbench.interfaces.DetectedException in project Java-Matrix-Benchmark by lessthanoptimal.
the class SolverSingular method check.
@Override
public boolean check(int testPoint) {
sv[whichSV] = Math.pow(0.9, testPoint) * svMag;
RowMajorMatrix A_adj = createMatrix(U, V, sv);
BenchmarkMatrix[] inputsB = new BenchmarkMatrix[2];
BenchmarkMatrix[] outputB = new BenchmarkMatrix[1];
inputsB[0] = factory.convertToLib(A_adj);
inputsB[1] = factory.convertToLib(b);
MatrixProcessorInterface operation = createAlgorithm();
if (operation == null) {
reason = OutputError.NOT_SUPPORTED;
return false;
}
try {
operation.process(inputsB, outputB, 1);
} catch (DetectedException e) {
reason = OutputError.DETECTED_FAILURE;
return false;
} catch (Exception e) {
addUnexpectedException(e);
reason = OutputError.UNEXPECTED_EXCEPTION;
return false;
}
RowMajorMatrix[] results = new RowMajorMatrix[outputB.length];
for (int i = 0; i < results.length; i++) results[i] = factory.convertToRowMajor(outputB[i]);
RowMajorMatrix x = results[0];
if (RowMajorOps.hasUncountable(x)) {
reason = OutputError.UNCOUNTABLE;
return false;
}
double residual = StabilityBenchmark.residualErrorMetric(A_adj, x, b);
// System.out.println(residual);
if (residual > breakingPoint) {
reason = OutputError.LARGE_ERROR;
return false;
}
return true;
}
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