The source code and dockerfile for the GSW2024 AI Lab.
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// compile on linux with: g++ -std=c++11 -O2 perftest1.cc -o perftest1
// -----------------------------------------------------------------------
#include <fstream>
#include <iostream>
#include <ctime>
#include <cstdio>
#include <climits>
#include <functional>
#include <vector>
#include <utility>
#include <sparsepp/spp_timer.h>
#define SPP 1
#define DENSE 0
#define SPARSE 0
#define STD 0
#if SPP
#include <sparsepp/spp.h>
#elif DENSE
#include <google/dense_hash_map>
#elif SPARSE
#include <google/sparse_hash_map>
#elif STD
#include <unordered_map>
#endif
using std::make_pair;
template <class T>
void test(T &s, int count)
{
spp::Timer<std::milli> timer;
timer.snap();
srand(0);
for (int i = 0; i < count; ++i)
s.insert(make_pair(rand(), i));
printf("%d random inserts in %5.2f seconds\n", count, timer.get_delta() / 1000);
timer.snap();
srand(0);
for (int i = 0; i < count; ++i)
s.find(rand());
printf("%d random finds in %5.2f seconds\n", count, timer.get_delta() / 1000);
timer.snap();
srand(1);
for (int i = 0; i < count; ++i)
s.find(rand());
printf("%d random not-finds in %5.2f seconds\n", count, timer.get_delta() / 1000);
s.clear();
timer.snap();
srand(0);
for (int i = 0; i < count; ++i)
s.insert(make_pair(i, i));
printf("%d sequential inserts in %5.2f seconds\n", count, timer.get_delta() / 1000);
timer.snap();
srand(0);
for (int i = 0; i < count; ++i)
s.find(i);
printf("%d sequential finds in %5.2f seconds\n", count, timer.get_delta() / 1000);
timer.snap();
srand(1);
for (int i = 0; i < count; ++i)
{
int x = rand();
s.find(x);
}
printf("%d random not-finds in %5.2f seconds\n", count, timer.get_delta() / 1000);
s.clear();
timer.snap();
srand(0);
for (int i = 0; i < count; ++i)
s.insert(make_pair(-i, -i));
printf("%d neg sequential inserts in %5.2f seconds\n", count, timer.get_delta() / 1000);
timer.snap();
srand(0);
for (int i = 0; i < count; ++i)
s.find(-i);
printf("%d neg sequential finds in %5.2f seconds\n", count, timer.get_delta() / 1000);
timer.snap();
srand(1);
for (int i = 0; i < count; ++i)
s.find(rand());
printf("%d random not-finds in %5.2f seconds\n", count, timer.get_delta() / 1000);
s.clear();
}
struct Hasher64 {
size_t operator()(uint64_t k) const { return (k ^ 14695981039346656037ULL) * 1099511628211ULL; }
};
struct Hasher32 {
size_t operator()(uint32_t k) const { return (k ^ 2166136261U) * 16777619UL; }
};
struct Hasheri32 {
size_t operator()(int k) const
{
return (k ^ 2166136261U) * 16777619UL;
}
};
struct Hasher_32 {
size_t operator()(int k) const
{
uint32_t a = (uint32_t)k;
#if 0
a = (a ^ 61) ^ (a >> 16);
a = a + (a << 3);
a = a ^ (a >> 4);
a = a * 0x27d4eb2d;
a = a ^ (a >> 15);
return a;
#else
a = a ^ (a >> 4);
a = (a ^ 0xdeadbeef) + (a << 5);
a = a ^ (a >> 11);
return a;
#endif
}
};
int main()
{
#if SPP
spp::sparse_hash_map<int, int /*, Hasheri32 */> s;
printf ("Testing spp::sparse_hash_map\n");
#elif DENSE
google::dense_hash_map<int, int/* , Hasher_32 */> s;
s.set_empty_key(-INT_MAX);
s.set_deleted_key(-(INT_MAX - 1));
printf ("Testing google::dense_hash_map\n");
#elif SPARSE
google::sparse_hash_map<int, int/* , Hasher_32 */> s;
s.set_deleted_key(-INT_MAX);
printf ("Testing google::sparse_hash_map\n");
#elif STD
std::unordered_map<int, int/* , Hasher_32 */> s;
printf ("Testing std::unordered_map\n");
#endif
printf ("------------------------------\n");
test(s, 50000000);
return 0;
}