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How to improve C++ function execution efficiency?

王林
王林Original
2024-04-18 22:00:02345browse

Tips to improve C function execution efficiency include: avoiding unnecessary copies, using local variables, reducing function call overhead, using inline functions, optimizing loops, and using cache.

如何提升 C++ 函数执行效率?

How to improve the execution efficiency of C functions?

When writing high-performance code in C, optimizing function efficiency is crucial. Here are some practical tips to improve function execution efficiency:

Avoid unnecessary copies

Copying large objects can be very expensive. References or pointers should be used whenever possible to avoid unnecessary copies.

int sum(int n) {
  int result = 0;
  for (int i = 0; i < n; ++i) {
    // 避免创建不必要的中间变量
    result += i;
  }
  return result;
}

Use local variables whenever possible

Local variables are faster to access than member variables because they are stored in the function's stack memory.

int sum(int n) {
  int result = 0;  // 使用局部变量
  for (int i = 0; i < n; ++i) {
    result += i;
  }
  return result;
}

Reduce function call overhead

Function calls will generate a certain overhead. Unnecessary function calls should be avoided whenever possible.

// 减少函数调用次数
int sum(int n) {
  int result = 0;
  for (int i = 0; i < n; ++i) {
    result += i * i;
  }
  return result;
}

Use inline functions

Inline functions will be expanded directly to the calling location, thus eliminating the overhead of function calls.

inline int square(int x) {
  return x * x;
}

// 使用内联函数
int sum_squares(int n) {
  int result = 0;
  for (int i = 0; i < n; ++i) {
    result += square(i);
  }
  return result;
}

Optimizing loops

Loops are a common performance bottleneck in code. The following optimization techniques should be used:

  • Reduce the scope of loop variables
  • Use range loops or for loops
  • Use parallel algorithms (if necessary)

Use cache

Cache can store frequently used data, thereby reducing memory access time.

// 使用哈希表作为缓存
unordered_map<int, int> cache;

int sum(int n) {
  if (cache.count(n) > 0) {
    return cache[n];
  }

  int result = 0;
  for (int i = 0; i < n; ++i) {
    result += i;
  }
  cache[n] = result;
  return result;
}

Practical case:

// 未优化版本的函数
int sum(int n) {
  int result = 0;
  for (int i = 0; i < n; ++i) {
    int temp = i * i;  // 复制中间变量
    result += temp;  // 复制中间变量
  }
  return result;
}

// 优化后的版本
int sum(int n) {
  int result = 0;
  for (int i = 0; i < n; ++i) {
    result += i * i;  // 避免不必要的复制
  }
  return result;
}

The optimized version reduces function execution time by nearly 20% by avoiding unnecessary copying.

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