smoothrelu_dense_batch.cpp

/* file: smoothrelu_dense_batch.cpp */
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/*
!  Content:
!    C++ example of SmoothReLU algorithm.
!
!******************************************************************************/

#include "daal.h"
#include "service.h"

using namespace std;
using namespace daal;
using namespace daal::algorithms;
using namespace daal::algorithms::math;

/* Input data set parameters */
string datasetName = "../data/batch/covcormoments_dense.csv";

int main()
{
    /* Retrieve the input data */
    FileDataSource<CSVFeatureManager> dataSource(datasetName, DataSource::doAllocateNumericTable, DataSource::doDictionaryFromContext);
    dataSource.loadDataBlock();

    /* Create an algorithm */
    smoothrelu::Batch<> smoothReLU;

    /* Set an input object for the algorithm */
    smoothReLU.input.set(smoothrelu::data, dataSource.getNumericTable());

    /* Compute SmoothReLU function */
    smoothReLU.compute();

    /* Print the results of the algorithm */
    smoothrelu::ResultPtr res = smoothReLU.getResult();
    printNumericTable(res->get(smoothrelu::value), "SmoothReLU result (first 5 rows):", 5);

    return 0;
}
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