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December 21, 2018 22:35
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AWS Graviton ARM vs x86 GMP benchmarks
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#include <iostream> | |
#include <chrono> | |
#include <cstdlib> | |
#include <gmpxx.h> | |
using namespace std; | |
static gmp_randclass rand0 (gmp_randinit_default); | |
static volatile bool _noopt; | |
long long floattest(int length) { | |
mpf_class a(0, length); | |
mpf_class b(0, length); | |
a = rand0.get_f(); | |
b = rand0.get_f(); | |
auto start = chrono::high_resolution_clock::now(); | |
mpf_class c = a * b; | |
auto finish = chrono::high_resolution_clock::now(); | |
_noopt = c > a; | |
auto ns = chrono::duration_cast<chrono::nanoseconds>(finish-start).count(); | |
//cout << "float of length " << length << " bits took " << ns / 1000 << "us\n"; | |
return ns; | |
} | |
long long inttest(int length) { | |
mpz_class a(0); | |
mpz_class b(0); | |
a = rand0.get_z_bits(length); | |
b = rand0.get_z_bits(length); | |
auto start = chrono::high_resolution_clock::now(); | |
mpz_class c = a * b; | |
auto finish = chrono::high_resolution_clock::now(); | |
_noopt = c > a; | |
auto ns = chrono::duration_cast<chrono::nanoseconds>(finish-start).count(); | |
//cout << "int of length " << length << " bits took " << ns / 1000 << "us\n"; | |
return ns; | |
} | |
int main(int argc, char **argv) { | |
int length = 16384; | |
if (argc > 1) { | |
length = atoi(argv[1]); | |
} | |
double floats = 0; | |
double ints = 0; | |
for (auto i = 0; i < 1000; i++) { | |
floats += floattest(length); | |
ints += inttest(length); | |
} | |
floats /= 1000.0; | |
ints /= 1000.0; | |
cout << "average float multiplication took " << floats << "ns (" << floats / 1000 << "us) at " << length << " bits\n"; | |
cout << "average int multiplication took " << floats << "ns (" << ints / 1000 << "us) at " << length << " bits\n"; | |
return 0; | |
} |
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On x86, Dell Inspiron laptop with Intel Core i5 7th gen: | |
-- BEGIN -- | |
$ ./gmpmathtest 65536 | |
average float multiplication took 172790ns (172.79us) at 65536 bits | |
average int multiplication took 172790ns (171.656us) at 65536 bits | |
$ lscpu | |
Architecture: x86_64 | |
CPU op-mode(s): 32-bit, 64-bit | |
Byte Order: Little Endian | |
CPU(s): 4 | |
On-line CPU(s) list: 0-3 | |
Thread(s) per core: 1 | |
Core(s) per socket: 4 | |
Socket(s): 1 | |
NUMA node(s): 1 | |
Vendor ID: GenuineIntel | |
CPU family: 6 | |
Model: 158 | |
Model name: Intel(R) Core(TM) i5-7300HQ CPU @ 2.50GHz | |
Stepping: 9 | |
CPU MHz: 1160.940 | |
CPU max MHz: 2500.0000 | |
CPU min MHz: 800.0000 | |
BogoMIPS: 4992.00 | |
Virtualization: VT-x | |
L1d cache: 32K | |
L1i cache: 32K | |
L2 cache: 256K | |
L3 cache: 6144K | |
NUMA node0 CPU(s): 0-3 | |
Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq dtes64 monitor ds_cpl vmx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb invpcid_single pti retpoline intel_pt rsb_ctxsw spec_ctrl tpr_shadow vnmi flexpriority ept vpid fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx rdseed adx smap clflushopt xsaveopt xsavec xgetbv1 xsaves dtherm arat pln pts hwp hwp_notify hwp_act_window hwp_epp | |
-- END -- | |
On AWS Graviton ARM, a1.large: | |
-- BEGIN -- | |
$ ./gmpmathtest 65536 | |
average float multiplication took 411859ns (411.859us) at 65536 bits | |
average int multiplication took 411859ns (406.372us) at 65536 bits | |
$ lscpu | |
Architecture: aarch64 | |
Byte Order: Little Endian | |
CPU(s): 2 | |
On-line CPU(s) list: 0,1 | |
Thread(s) per core: 1 | |
Core(s) per socket: 2 | |
Socket(s): 1 | |
NUMA node(s): 1 | |
Vendor ID: ARM | |
Model: 3 | |
Model name: Cortex-A72 | |
Stepping: r0p3 | |
BogoMIPS: 166.66 | |
L1d cache: 32K | |
L1i cache: 48K | |
L2 cache: 2048K | |
NUMA node0 CPU(s): 0,1 | |
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 cpuid | |
-- END -- |
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