问题描述
现代CPU具有很多性能计数器- http://www.intel.com/content/www/us/en/architecture-and-technology/64-ia-32- Architectures-software-developer-system-programming-manual-325384.html 如何阅读它们?我对缓存未命中和分支错误预测感兴趣.
Modern CPUs have quite a lot of performance counters - http://www.intel.com/content/www/us/en/architecture-and-technology/64-ia-32-architectures-software-developer-system-programming-manual-325384.html how to read them?I'm interested in cache misses and branch mispredictions.
推荐答案
类似于 PAPI 具有非常干净的API,并且可以在Ubuntu 11.04上正常工作.安装完成后,以下应用将执行我想要的操作:
Looks like PAPI has very clean API and works just fine on Ubuntu 11.04.Once it's installed, following app will do what I wanted:
#include <stdio.h>
#include <stdlib.h>
#include <papi.h>
#define NUM_EVENTS 4
void matmul(const double *A, const double *B,
double *C, int m, int n, int p)
{
int i, j, k;
for (i = 0; i < m; ++i)
for (j = 0; j < p; ++j) {
double sum = 0;
for (k = 0; k < n; ++k)
sum += A[i*n + k] * B[k*p + j];
C[i*p + j] = sum;
}
}
int main(int /* argc */, char ** /* argv[] */)
{
const int size = 300;
double a[size][size];
double b[size][size];
double c[size][size];
int event[NUM_EVENTS] = {PAPI_TOT_INS, PAPI_TOT_CYC, PAPI_BR_MSP, PAPI_L1_DCM };
long long values[NUM_EVENTS];
/* Start counting events */
if (PAPI_start_counters(event, NUM_EVENTS) != PAPI_OK) {
fprintf(stderr, "PAPI_start_counters - FAILED\n");
exit(1);
}
matmul((double *)a, (double *)b, (double *)c, size, size, size);
/* Read the counters */
if (PAPI_read_counters(values, NUM_EVENTS) != PAPI_OK) {
fprintf(stderr, "PAPI_read_counters - FAILED\n");
exit(1);
}
printf("Total instructions: %lld\n", values[0]);
printf("Total cycles: %lld\n", values[1]);
printf("Instr per cycle: %2.3f\n", (double)values[0] / (double) values[1]);
printf("Branches mispredicted: %lld\n", values[2]);
printf("L1 Cache misses: %lld\n", values[3]);
/* Stop counting events */
if (PAPI_stop_counters(values, NUM_EVENTS) != PAPI_OK) {
fprintf(stderr, "PAPI_stoped_counters - FAILED\n");
exit(1);
}
return 0;
}
在Intel Q6600上进行了测试,它最多支持4个性能事件.您的处理器可能支持更多或更少.
Tested this on Intel Q6600, it supports up to 4 performance events. Your processor may support more or less.
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