dropout/main.cpp at master · turkdogan/dropout · GitHub

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#include <iostream>
#include <fstream>
#include <vector>
#include <random>

#include <chrono>

#include "exp_mnist.h"
#include "exp_mnist_epochs.h"
#include "exp_mnist_activations.h"
#include "exp_mnist_params.h"
#include "exp_mnist_rates.h"
#include "exp_mnist_dynamic.h"
#include "exp_mnist_dropout.h"
#include "exp_mnist_overfit.h"
#include "exp_mnist_grad.h"
#include "exp_cifar.h"
#include "exp_cifar_rates.h"
#include "exp_iris.h"

int main() {
    srand(time(NULL));
    auto first = std::chrono::system_clock::now();

    /*
    MnistDynamicExperiment exp1;
    exp1.run();

    MnistRateExperiment exp2;
    exp2.run();

    MnistEpochExperiment exp3;
    exp3.run();

    MnistActivationExperiment exp4;
    exp4.run();

    MnistParamExperiment exp5;
    exp5.run();

    MnistDropoutExperiment exp6;
    exp6.run();

    IrisExperiment iris_experiment;
    iris_experiment.run();

    CifarRateExperiment cifar_experiment;
    cifar_experiment.run();

    MnistOverfitExperiment exp7;
    exp7.run();
    */

    MnistGradExperiment exp8;
    exp8.run();

    // IrisExperiment exp8;
    // exp8.run();

    auto last = std::chrono::system_clock::now();
    auto dur = last - first;
    typedef std::chrono::duration<float> float_seconds;
    auto secs = std::chrono::duration_cast<float_seconds>(dur);
    std::cout << secs.count() << " seconds... \n";
    return 0;
}