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util.hpp
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306 lines (237 loc) · 6.85 KB
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#pragma once
#include <algorithm>
#include <bitset>
#include <functional>
#include <random>
#include <unordered_set>
#include <dtl/dtl.hpp>
#include <dtl/batchwise.hpp>
//===----------------------------------------------------------------------===//
using vector_t = std::vector<uint32_t>;
using numa_vector_t = std::vector<uint32_t, dtl::mem::numa_allocator<uint32_t>>;
// The (static) unrolling factor
constexpr size_t UNROLL_FACTOR = 16;
//===----------------------------------------------------------------------===//
//===----------------------------------------------------------------------===//
namespace internal {
static void
gen_random_data(vector_t& data,
const std::size_t element_cnt,
const bool unique_elements,
const std::function<uint32_t()>& rnd) {
data.clear();
data.reserve(element_cnt);
if (unique_elements) { // Generate unique elements.
if (element_cnt > (1ull << 32)) {
std::cerr << "Cannot create more than 2^32 unique integers." << std::endl;
std::exit(1);
}
if (element_cnt == (1ull << 32)) {
// Entire integer domain.
for (std::size_t i = 0; i < element_cnt; i++) {
data.push_back(static_cast<uint32_t>(i));
}
std::random_device rnd_device;
std::shuffle(data.begin(), data.end(), rnd_device);
}
else {
auto is_in_set = new std::bitset<1ull<<32>;
std::size_t c = 0;
while (c < element_cnt) {
auto val = rnd();
if (!(*is_in_set)[val]) {
data.push_back(val);
(*is_in_set)[val] = true;
c++;
}
}
delete is_in_set;
}
}
else { // Generate non-unique elements.
for (std::size_t i = 0; i < element_cnt; i++) {
data.push_back(rnd());
}
}
}
static void
gen_random_data_64(std::vector<uint64_t>& data,
const std::size_t element_cnt,
const bool unique_elements,
const std::function<uint64_t()>& rnd) {
data.clear();
data.reserve(element_cnt);
if (unique_elements) { // Generate unique elements.
if (element_cnt > (1ull << 32)) {
std::cerr << "Cannot create more than 2^32 unique integers." << std::endl;
std::exit(1);
}
std::unordered_set<uint64_t> set;
std::size_t c = 0;
while (c < element_cnt) {
auto val = rnd();
if (set.count(val) == 0) {
data.push_back(val);
set.insert(val);
c++;
}
}
}
else { // Generate non-unique elements.
for (std::size_t i = 0; i < element_cnt; i++) {
data.push_back(rnd());
}
}
}
} // namespace internal
enum rnd_engine_t {
RANDOM_DEVICE,
MERSENNE_TWISTER,
};
static void
gen_data(std::vector<uint32_t>& data,
const std::size_t element_cnt,
const rnd_engine_t rnd_engine,
const bool unique) {
std::random_device rnd_device;
switch (rnd_engine) {
case RANDOM_DEVICE: {
auto gen_rand = [&rnd_device]() {
return static_cast<uint32_t>(rnd_device());
};
internal::gen_random_data(data, element_cnt, unique, gen_rand);
break;
}
case MERSENNE_TWISTER: {
auto gen_rand = [&rnd_device]() {
std::mt19937 gen(rnd_device());
std::uniform_int_distribution<uint32_t> dis;
return dis(gen);
};
internal::gen_random_data(data, element_cnt, unique, gen_rand);
break;
}
}
}
static void
gen_data(std::vector<uint64_t>& data,
const std::size_t element_cnt,
const rnd_engine_t rnd_engine,
const bool unique) {
std::random_device rnd_device;
switch (rnd_engine) {
case RANDOM_DEVICE: {
auto gen_rand = [&rnd_device]() {
return rnd_device() + (static_cast<::std::uint64_t>(rnd_device()) << 32);
};
internal::gen_random_data_64(data, element_cnt, unique, gen_rand);
break;
}
case MERSENNE_TWISTER: {
std::mt19937_64 gen(rnd_device());
std::uniform_int_distribution<uint64_t> dis;
auto gen_rand = [&]() {
return dis(gen);
};
internal::gen_random_data_64(data, element_cnt, unique, gen_rand);
break;
}
}
}
//===----------------------------------------------------------------------===//
//===----------------------------------------------------------------------===//
struct data_generator_64 {
const rnd_engine_t rnd_engine;
u1 unique_elements;
std::unordered_set<uint64_t> set;
std::function<uint64_t()> rnd_fn;
data_generator_64(const rnd_engine_t rnd_engine, u1 unique_elements)
: rnd_engine(rnd_engine),
unique_elements(unique_elements) {
std::random_device rnd_device;
std::mt19937_64 gen(rnd_device());
std::uniform_int_distribution<uint64_t> dis;
std::function<uint64_t()> rnd = [&rnd_device]() {
return rnd_device() + (static_cast<::std::uint64_t>(rnd_device()) << 32);
};
std::function<uint64_t()> mt = [&]() {
return dis(gen);
};
switch (rnd_engine) {
case RANDOM_DEVICE:
rnd_fn = rnd;
break;
case MERSENNE_TWISTER:
rnd_fn = mt;
break;
}
}
uint64_t
next() {
if (unique_elements) { // Generate unique elements.
while (true) {
auto val = rnd_fn();
if (set.count(val) == 0) {
return val;
}
}
}
else { // Generate non-unique elements.
return rnd_fn();
}
}
};
//===----------------------------------------------------------------------===//
//===----------------------------------------------------------------------===//
struct data_generator_32 {
u1 unique_elements;
std::unordered_set<uint32_t> set;
explicit
data_generator_32(u1 unique_elements)
:unique_elements(unique_elements) {};
virtual uint32_t
next() = 0;
};
struct data_generator_32_rnd : data_generator_32 {
std::random_device rnd_device;
explicit
data_generator_32_rnd(u1 unique_elements)
: data_generator_32(unique_elements) {}
uint32_t
next() override {
if (unique_elements) { // Generate unique elements.
while (true) {
auto val = rnd_device();
if (set.count(val) == 0) {
return val;
}
}
}
else { // Generate non-unique elements.
return rnd_device();
}
}
};
struct data_generator_32_mt : data_generator_32 {
std::random_device rnd_device;
std::mt19937 gen;
std::uniform_int_distribution<uint32_t> dis;
explicit
data_generator_32_mt(u1 unique_elements)
: data_generator_32(unique_elements), gen(rnd_device()) { }
uint32_t
next() override {
if (unique_elements) { // Generate unique elements.
while (true) {
auto val = dis(gen);
if (set.count(val) == 0) {
return val;
}
}
}
else { // Generate non-unique elements.
return dis(gen);
}
}
};
//===----------------------------------------------------------------------===//