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ProtoNNPredictDriver.cpp
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ProtoNNPredictDriver.cpp
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// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT license.
#include "ProtoNN.h"
#include <iostream>
using namespace EdgeML;
int main(int argc, char **argv) {
#ifdef LINUX
trapfpe();
struct sigaction sa;
sigemptyset (&sa.sa_mask);
sa.sa_flags = SA_SIGINFO;
sa.sa_sigaction = fpehandler;
sigaction (SIGFPE, &sa, NULL);
#endif
assert(sizeof(MKL_INT) == 8 && "need large enough indices to store matrices");
assert(sizeof(MKL_INT) == sizeof(Eigen::Index) && "MKL BLAS routines are called directly on data of an Eigen matrix. Hence, the index sizes should match.");
ProtoNN::ProtoNNPredictor predictor(argc, (const char**)argv);
EdgeML::ResultStruct res;
res = predictor.test();
predictor.saveTopKScores();
switch(res.problemType) {
case binary:
case multiclass:
LOG_INFO("Accuracy: " + std::to_string(res.accuracy));
break;
case multilabel:
LOG_INFO("Prec@1: " + std::to_string(res.precision1));
LOG_INFO("Prec@3: " + std::to_string(res.precision3));
LOG_INFO("Prec@5: " + std::to_string(res.precision5));
break;
default:
assert(false);
}
}