MNN/express/Distributions.cpp

31 lines
777 B
C++

//
// Distributions.cpp
// MNN
//
// Created by MNN on 2019/11/28.
// Copyright © 2018, Alibaba Group Holding Limited
//
#include "Distributions.hpp"
#include <cmath>
namespace MNN {
namespace Express {
void Distributions::uniform(const int count, const float min, const float max, float *r, std::mt19937 gen) {
std::uniform_real_distribution<float> dis(min, std::nextafter(max, std::numeric_limits<float>::max()));
for (int i = 0; i < count; i++) {
r[i] = dis(gen);
}
}
void Distributions::gaussian(const int count, const float mu, const float sigma, float *r, std::mt19937 gen) {
std::normal_distribution<float> dis(mu, sigma);
for (int i = 0; i < count; i++) {
r[i] = dis(gen);
}
}
} // namespace Express
} // namespace MNN