The source code and dockerfile for the GSW2024 AI Lab.
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#include <map>
#include <unordered_map>
#include <string>
#include <iostream>
#include <chrono>
#include <vector>
#include <sparsepp/spp.h>
#include <sstream>
namespace patch
{
template <typename T> std::string to_string(const T& n)
{
std::ostringstream stm;
stm << n;
return stm.str();
}
}
#if defined(SPP_NO_CXX11_RVALUE_REFERENCES)
#warning "problem: we expect spp will detect we have rvalue support"
#endif
template <typename T>
using milliseconds = std::chrono::duration<T, std::milli>;
class custom_type
{
std::string one = "one";
std::string two = "two";
std::uint32_t three = 3;
std::uint64_t four = 4;
std::uint64_t five = 5;
public:
custom_type() = default;
// Make object movable and non-copyable
custom_type(custom_type &&) = default;
custom_type& operator=(custom_type &&) = default;
// should be automatically deleted per http://www.slideshare.net/ripplelabs/howard-hinnant-accu2014
//custom_type(custom_type const&) = delete;
//custom_type& operator=(custom_type const&) = delete;
};
void test(std::size_t iterations, std::size_t container_size)
{
std::clog << "bench: iterations: " << iterations << " / container_size: " << container_size << "\n";
{
std::size_t count = 0;
auto t1 = std::chrono::high_resolution_clock::now();
for (std::size_t i=0; i<iterations; ++i)
{
std::unordered_map<std::string,custom_type> m;
m.reserve(container_size);
for (std::size_t j=0; j<container_size; ++j)
m.emplace(patch::to_string(j),custom_type());
count += m.size();
}
auto t2 = std::chrono::high_resolution_clock::now();
auto elapsed = milliseconds<double>(t2 - t1).count();
if (count != iterations*container_size)
std::clog << " invalid count: " << count << "\n";
std::clog << " std::unordered_map: " << std::fixed << int(elapsed) << " ms\n";
}
{
std::size_t count = 0;
auto t1 = std::chrono::high_resolution_clock::now();
for (std::size_t i=0; i<iterations; ++i)
{
std::map<std::string,custom_type> m;
for (std::size_t j=0; j<container_size; ++j)
m.emplace(patch::to_string(j),custom_type());
count += m.size();
}
auto t2 = std::chrono::high_resolution_clock::now();
auto elapsed = milliseconds<double>(t2 - t1).count();
if (count != iterations*container_size)
std::clog << " invalid count: " << count << "\n";
std::clog << " std::map: " << std::fixed << int(elapsed) << " ms\n";
}
{
std::size_t count = 0;
auto t1 = std::chrono::high_resolution_clock::now();
for (std::size_t i=0; i<iterations; ++i)
{
std::vector<std::pair<std::string,custom_type>> m;
m.reserve(container_size);
for (std::size_t j=0; j<container_size; ++j)
m.emplace_back(patch::to_string(j),custom_type());
count += m.size();
}
auto t2 = std::chrono::high_resolution_clock::now();
auto elapsed = milliseconds<double>(t2 - t1).count();
if (count != iterations*container_size)
std::clog << " invalid count: " << count << "\n";
std::clog << " std::vector<std::pair>: " << std::fixed << int(elapsed) << " ms\n";
}
{
std::size_t count = 0;
auto t1 = std::chrono::high_resolution_clock::now();
for (std::size_t i=0; i<iterations; ++i)
{
spp::sparse_hash_map<std::string,custom_type> m;
m.reserve(container_size);
for (std::size_t j=0; j<container_size; ++j)
m.emplace(patch::to_string(j),custom_type());
count += m.size();
}
auto t2 = std::chrono::high_resolution_clock::now();
auto elapsed = milliseconds<double>(t2 - t1).count();
if (count != iterations*container_size)
std::clog << " invalid count: " << count << "\n";
std::clog << " spp::sparse_hash_map: " << std::fixed << int(elapsed) << " ms\n";
}
}
int main()
{
std::size_t iterations = 100000;
test(iterations,1);
test(iterations,10);
test(iterations,50);
}