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Example 1 with DetectedException

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;
    }
}
Also used : DetectedException(jmbench.interfaces.DetectedException) MatrixProcessorInterface(jmbench.interfaces.MatrixProcessorInterface) RowMajorMatrix(jmbench.matrix.RowMajorMatrix) BenchmarkMatrix(jmbench.interfaces.BenchmarkMatrix) DetectedException(jmbench.interfaces.DetectedException)

Example 2 with DetectedException

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;
}
Also used : DetectedException(jmbench.interfaces.DetectedException) MatrixProcessorInterface(jmbench.interfaces.MatrixProcessorInterface) RowMajorMatrix(jmbench.matrix.RowMajorMatrix) BenchmarkMatrix(jmbench.interfaces.BenchmarkMatrix) DetectedException(jmbench.interfaces.DetectedException)

Example 3 with DetectedException

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);
}
Also used : DetectedException(jmbench.interfaces.DetectedException) MatrixProcessorInterface(jmbench.interfaces.MatrixProcessorInterface) RowMajorMatrix(jmbench.matrix.RowMajorMatrix) BenchmarkMatrix(jmbench.interfaces.BenchmarkMatrix) DetectedException(jmbench.interfaces.DetectedException)

Example 4 with DetectedException

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);
}
Also used : DetectedException(jmbench.interfaces.DetectedException) MatrixProcessorInterface(jmbench.interfaces.MatrixProcessorInterface) RowMajorMatrix(jmbench.matrix.RowMajorMatrix) BenchmarkMatrix(jmbench.interfaces.BenchmarkMatrix) DetectedException(jmbench.interfaces.DetectedException)

Example 5 with DetectedException

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;
}
Also used : DetectedException(jmbench.interfaces.DetectedException) MatrixProcessorInterface(jmbench.interfaces.MatrixProcessorInterface) RowMajorMatrix(jmbench.matrix.RowMajorMatrix) BenchmarkMatrix(jmbench.interfaces.BenchmarkMatrix) DetectedException(jmbench.interfaces.DetectedException)

Aggregations

BenchmarkMatrix (jmbench.interfaces.BenchmarkMatrix)5 DetectedException (jmbench.interfaces.DetectedException)5 MatrixProcessorInterface (jmbench.interfaces.MatrixProcessorInterface)5 RowMajorMatrix (jmbench.matrix.RowMajorMatrix)5