C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 2

relu_csr_batch.cpp

/* file: relu_csr_batch.cpp */
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/*
! Content:
! C++ example of ReLU 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_csr.csv";
int main(int argc, char *argv[])
{
checkArguments(argc, argv, 1, &datasetName);
/* Read datasetFileName from a file and create a numeric table to store input data */
CSRNumericTablePtr dataTable(createSparseTable<float>(datasetName));
/* Create an algorithm */
relu::Batch<float, relu::fastCSR> relu;
/* Set an input object for the algorithm */
relu.input.set(relu::data, dataTable);
/* Compute ReLU function */
relu.compute();
/* Print the results of the algorithm */
relu::ResultPtr res = relu.getResult();
printNumericTable(res->get(relu::value), "ReLU result (first 5 rows):", 5);
return 0;
}

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