RVO:Return value optimization

本文介绍C++中的一种特殊优化技术——返回值优化(RVO),它允许编译器省略函数返回值产生的临时对象拷贝操作,即使拷贝构造函数有副作用也能应用此优化。

Return value optimization

From Wikipedia, the free encyclopedia

Jump to: navigation , search

Return value optimization , or simply RVO , is a C++ -specific compiler optimization technique that involves eliminating the temporary object created to hold a function 's return value.[ 1] It is particularly notable for being allowed to change the observable behaviour of the resulting program .[ 2]

Contents

[hide ]

[edit ] Summary

In general, the C++ standard allows a compiler to perform any optimization, as long as the resulting executable exhibits the same observable behaviour as if all the requirements of the standard has been fulfilled. This is commonly referred to as the as-if rule .[ 3] The term return value optimization refers to a special clause in the C++ standard that allows an implementation to omit a copy operation resulting from a return statement , even if the copy constructor has side effects ,[ 4] something that is not permitted by the as-if rule alone.[ 3]

The following example demonstrates a scenario where the implementation may eliminate one or both of the copies being made, even if the copy constructor has a visible side effect (printing text).[ 4] The first copy that may be eliminated is the one where first is copied into the function f 's return value . The second copy that may be eliminated is the copy of the temporary object returned by f to second .

 



Depending on the compiler , and the compiler's settings, the resulting program may display any of the following outputs:

Hello World!
Hello World!
Hello World!
<nothing>

Background

Returning an object of builtin type from a function usually carries little to no overhead, since the object typically fits in a CPU register . Returning a larger object of class type may require more expensive copying from one memory location to another. To achieve this, an implementation may create a hidden object in the caller's stack frame , and pass the address of this object to the function. The function's return value is then copied into the hidden object.[ 5] Thus, code such as this:


 

May generate code equivalent to this:


 

which causes the Data object to be copied twice.

In the early stages of the evolution of C++ , the language's inability to efficiently return an object of class type from a function was considered a weakness.[ 6] Around 1991, Walter Bright invented a technique to minimize copying; effectively replacing the hidden object and the named object inside the function with the object used to hold the result:[ 7]


 

Bright implemented this optimization in his Zortech C++ compiler.[ 6] This particular technique was later coined "Named return value optimization", referring to the fact that the copying of a named object is elided.[ 7]

[edit ] Compiler support

Return value optimization is supported on most compilers,[ 1] including Microsoft Visual C++ ,[ 8] g++ ,[ 9] and the Intel C++ Compiler .

However, there may be circumstances where the compiler is unable to perform the optimization. One common case is when a function may return different named objects depending on the path of execution: [ 8] [ 10] [ 5]


 

[edit ] Other forms of copy elision

Apart from the elision of the copy operation in a return statement, section 12.8, paragraph 15 of the C++ standard lists another case where copy elision is allowed, namely when a temporary object of class type is copied to an object of the same type.[ 4] This is also a very widely implemented optimization. As a result, copy-initialization is usually equivalent to direct-initialization in terms of performance, but not in semantics; copy-initialization still requires an accessible copy constructor .[ 11] The optimization can not be applied to a temporary object that has been bound to a reference. Example:

 

The C++ standard also mentions that a similar optimization may be applied to objects being thrown and caught ,[ 12] [ 13] but it is unclear whether the optimization applies to both the copy from the thrown object to the exception object , and the copy from the exception object to the object declared in the exception-declaration of the catch clause . It is also unclear whether this optimization only applies to temporary objects , or named objects as well.[ 14] Given the following source code:



 

A conforming compiler should therefore produce a program that prints "Hello World!" twice. In the upcoming C++ standard (C++0x ), the issues have been addressed, essentially allowing the same set of outputs as the first program.[ 14

【电力系统】单机无穷大电力系统短路故障暂态稳定Simulink仿真(带说明文档)内容概要:本文档围绕“单机无穷大电力系统短路故障暂态稳定Simulink仿真”展开,提供了完整的仿真模型与说明文档,重点研究电力系统在发生短路故障后的暂态稳定性问题。通过Simulink搭建单机无穷大系统模型,模拟不同类型的短路故障(如三相短路),分析系统在故障期间及切除后的动态响应,包括发电机转子角度、转速、电压和功率等关键参数的变化,进而评估系统的暂态稳定能力。该仿真有助于理解电力系统稳定性机理,掌握暂态过程分析方法。; 适合人群:电气工程及相关专业的本科生、研究生,以及从事电力系统分析、运行与控制工作的科研人员和工程师。; 使用场景及目标:①学习电力系统暂态稳定的基本概念与分析方法;②掌握利用Simulink进行电力系统建模与仿真的技能;③研究短路故障对系统稳定性的影响及提高稳定性的措施(如故障清除时间优化);④辅助课程设计、毕业设计或科研项目中的系统仿真验证。; 阅读建议:建议结合电力系统稳定性理论知识进行学习,先理解仿真模型各模块的功能与参数设置,再运行仿真并仔细分析输出结果,尝试改变故障类型或系统参数以观察其对稳定性的影响,从而深化对暂态稳定问题的理解。
本研究聚焦于运用MATLAB平台,将支持向量机(SVM)应用于数据预测任务,并引入粒子群优化(PSO)算法对模型的关键参数进行自动调优。该研究属于机器学习领域的典型实践,其核心在于利用SVM构建分类模型,同时借助PSO的全局搜索能力,高效确定SVM的最优超参数配置,从而显著增强模型的整体预测效能。 支持向量机作为一种经典的监督学习方法,其基本原理是通过在高维特征空间中构造一个具有最大间隔的决策边界,以实现对样本数据的分类或回归分析。该算法擅长处理小规模样本集、非线性关系以及高维度特征识别问题,其有效性源于通过核函数将原始数据映射至更高维的空间,使得原本复杂的分类问题变得线性可分。 粒子群优化算法是一种模拟鸟群社会行为的群体智能优化技术。在该算法框架下,每个潜在解被视作一个“粒子”,粒子群在解空间中协同搜索,通过不断迭代更新自身速度与位置,并参考个体历史最优解和群体全局最优解的信息,逐步逼近问题的最优解。在本应用中,PSO被专门用于搜寻SVM中影响模型性能的两个关键参数——正则化参数C与核函数参数γ的最优组合。 项目所提供的实现代码涵盖了从数据加载、预处理(如标准化处理)、基础SVM模型构建到PSO优化流程的完整步骤。优化过程会针对不同的核函数(例如线性核、多项式核及径向基函数核等)进行参数寻优,并系统评估优化前后模型性能的差异。性能对比通常基于准确率、精确率、召回率及F1分数等多项分类指标展开,从而定量验证PSO算法在提升SVM模型分类能力方面的实际效果。 本研究通过一个具体的MATLAB实现案例,旨在演示如何将全局优化算法与机器学习模型相结合,以解决模型参数选择这一关键问题。通过此实践,研究者不仅能够深入理解SVM的工作原理,还能掌握利用智能优化技术提升模型泛化性能的有效方法,这对于机器学习在实际问题中的应用具有重要的参考价值。 资源来源于网络分享,仅用于学习交流使用,请勿用于商业,如有侵权请联系我删除!
05-27
### C++ 返回值优化(RVO)的概念与实现 C++ 的返回值优化(Return Value Optimization, RVO)是一种编译器优化技术,旨在减少临时对象的创建和销毁开销。当函数返回一个局部对象时,编译器可能会跳过构造临时对象的过程,直接在调用者处构建最终的对象[^2]。 #### RVO 的基本原理 RVO 的核心思想是通过避免中间临时对象的生成来提高性能。在支持 RVO 的编译器中,当函数返回一个局部对象时,编译器会在调用者栈帧上预先分配目标对象的内存空间,并将该地址传递给被调用函数。随后,被调用函数直接使用 placement new 在这块内存上构造对象,从而避免了额外的拷贝或移动操作[^3]。 #### 示例代码 以下是一个展示 RVO 的简单例子: ```cpp #include <iostream> #include <string> class Message { public: Message(const std::string& content) : data(content) { std::cout << "Message constructed: " << data << std::endl; } ~Message() { std::cout << "Message destroyed: " << data << std::endl; } private: std::string data; }; Message getMessage() { return Message("Hello, World!"); } int main() { Message msg = getMessage(); return 0; } ``` 在这个例子中,`getMessage` 函数返回一个 `Message` 对象。如果启用了 RVO,那么 `Message("Hello, World!")` 将直接在 `main` 函数的栈帧上构造,而不会产生额外的临时对象[^1]。 #### 编译器行为 需要注意的是,RVO 的应用依赖于编译器的具体实现。尽管现代编译器(如 GCC、Clang 和 MSVC)通常会默认启用 RVO,但其行为可能受到多种因素的影响,例如是否启用了优化选项(如 `-O2` 或 `-O3`)。此外,某些情况下(如调试模式),编译器可能不会实施 RVO[^2]。 #### RVO 与移动语义的区别 RVO 是一种编译器优化技术,而移动语义则是 C++11 引入的一种语言特性。两者的区别在于: - **RVO**:完全消除临时对象的创建。 - **移动语义**:通过右值引用 (`&&`) 实现资源转移,减少深拷贝的开销,但仍然需要构造和析构临时对象[^2]。 #### 注意事项 虽然 RVO 能够显著提升性能,但开发者不应过度依赖它。编写代码时应保持简洁,尽量让编译器有机会应用 RVO。同时,对于关键性能场景,可以通过分析工具验证编译器是否实际实施了 RVO
评论
成就一亿技术人!
拼手气红包6.0元
还能输入1000个字符
 
红包 添加红包
表情包 插入表情
 条评论被折叠 查看
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值