我不时地读到Fortran在繁重的计算中比C更快。这是真的吗?我必须承认我几乎不懂Fortran,但是到目前为止我看到的Fortran代码并没有显示出该语言具有C语言所不具备的特性。

如果是真的,请告诉我原因。请不要告诉我什么语言或库适合处理数字,我不打算写一个应用程序或库来做这个,我只是好奇。


当前回答

大多数帖子已经提出了令人信服的论点,所以我只是在另一个方面加上众所周知的2美分。

在处理能力方面,fortran更快或更慢是有其重要性的,但如果用fortran开发一些东西需要5倍多的时间,因为:

it lacks any good library for tasks different from pure number crunching it lack any decent tool for documentation and unit testing it's a language with very low expressivity, skyrocketing the number of lines of code. it has a very poor handling of strings it has an inane amount of issues among different compilers and architectures driving you crazy. it has a very poor IO strategy (READ/WRITE of sequential files. Yes, random access files exist but did you ever see them used?) it does not encourage good development practices, modularization. effective lack of a fully standard, fully compliant opensource compiler (both gfortran and g95 do not support everything) very poor interoperability with C (mangling: one underscore, two underscores, no underscore, in general one underscore but two if there's another underscore. and just let not delve into COMMON blocks...)

那么这个问题就无关紧要了。如果某样东西很慢,大多数时候你无法在给定的限制范围内改进它。如果你想要更快,改变算法。最后,使用电脑的时间很便宜。人类的时间不是。珍惜减少人类时间的选择。如果它增加了使用电脑的时间,无论如何它都是有成本效益的。

其他回答

There is another item where Fortran is different than C - and potentially faster. Fortran has better optimization rules than C. In Fortran, the evaluation order of an expressions is not defined, which allows the compiler to optimize it - if one wants to force a certain order, one has to use parentheses. In C the order is much stricter, but with "-fast" options, they are more relaxed and "(...)" are also ignored. I think Fortran has a way which lies nicely in the middle. (Well, IEEE makes the live more difficult as certain evaluation-order changes require that no overflows occur, which either has to be ignored or hampers the evaluation).

另一个更聪明的规则领域是复数。这不仅是因为直到c99才有了它们,而且Fortran中管理它们的规则更好;由于gfortran的Fortran库部分是用C编写的,但实现了Fortran语义,GCC获得了这个选项(也可以用于“普通”C程序):

-fcx-fortran-rules 复杂的乘法和除法遵循Fortran规则。范围缩减是作为复杂除法的一部分进行的,但是没有检查复杂乘法或除法的结果是否是“NaN + I*NaN”,试图在这种情况下挽救这种情况。

The alias rules mentioned above is another bonus and also - at least in principle - the whole-array operations, which if taken properly into account by the optimizer of the compiler, can lead faster code. On the contra side are that certain operation take more time, e.g. if one does an assignment to an allocatable array, there are lots of checks necessary (reallocate? [Fortran 2003 feature], has the array strides, etc.), which make the simple operation more complex behind the scenes - and thus slower, but makes the language more powerful. On the other hand, the array operations with flexible bounds and strides makes it easier to write code - and the compiler is usually better optimizing code than a user.

总的来说,我认为C和Fortran的速度差不多;选择应该更多的是你更喜欢哪种语言,或者是使用Fortran的全数组操作及其更好的可移植性更有用,还是使用C中更好的系统接口和图形用户界面库。

I think the key point in favor of Fortran is that it is a language slightly more suited for expressing vector- and array-based math. The pointer analysis issue pointed out above is real in practice, since portable code cannot really assume that you can tell a compiler something. There is ALWAYS an advantage to expression computaitons in a manner closer to how the domain looks. C does not really have arrays at all, if you look closely, just something that kind of behaves like it. Fortran has real arrawys. Which makes it easier to compile for certain types of algorithms especially for parallel machines.

在运行时系统和调用约定等方面,C语言和现代的Fortran非常相似,很难看出有什么不同。注意,这里的C实际上是基础C: c++是一个完全不同的问题,具有非常不同的性能特征。

我是一个业余程序员,在这两种语言上我都是“平均”。 我发现编写快速Fortran代码比编写C(或c++)代码更容易。Fortran和C都是“历史悠久”的语言(按照今天的标准),被大量使用,并且很好地支持免费和商业编译器。

我不知道这是否是一个历史事实,但Fortran感觉它是为并行/分布式/向量化/多核化而构建的。今天,当我们谈论速度时,它几乎是“标准度量”:“它能缩放吗?”

对于纯粹的cpu计算,我喜欢Fortran。对于任何与IO相关的东西,我发现使用c更容易(无论如何这两种情况都很困难)。

当然,对于并行计算密集型代码,你可能需要使用GPU。C和Fortran都有很多或多或少很好地集成了CUDA/OpenCL接口(现在还有OpenACC)。

我比较客观的回答是:如果你对这两种语言都同样了解或不了解,那么我认为Fortran更快,因为我发现用Fortran写并行/分布式代码比用c更容易(一旦你明白你可以写“自由形式”Fortran,而不仅仅是严格的F77代码)

Here is a 2nd answer for those willing to downvote me because they don't like the 1st answer : Both language have the features required to write high-performance code. So it's dependent of the algorithm you're implementing (cpu intensive ? io intensive ? memory intensive?), the hardware (single cpu ? multi-core ? distribute supercomputer ? GPGPU ? FPGA ?), your skill and ultimately the compiler itself. Both C and Fortran have awesome compiler. (i'm seriously amazed by how advanced Fortran compilers are but so are C compilers).

PS:我很高兴你特别排除了库,因为我有很多关于Fortran GUI库的不好的东西要说。:)

Fortran和C语言在特定目的上并没有哪一种语言比另一种更快。对于每种语言的特定编译器,有些编译器比其他编译器更适合某些任务。

多年来,Fortran编译器一直存在,它可以对你的数字例程施黑魔法,使许多重要的计算变得异常快速。当代的C编译器无法做到这一点。因此,在Fortran中出现了许多伟大的代码库。如果您想要使用这些经过良好测试的、成熟的、出色的库,就需要使用Fortran编译器。

我的非正式观察表明,如今人们用任何古老的语言来编码他们繁重的计算内容,如果这需要一段时间,他们就会在一些廉价的计算集群上找到时间。摩尔定律让我们所有人都成了傻瓜。

是的,在1980年;在2008年?取决于

当我开始专业编程时,Fortran的速度优势正受到挑战。我记得我在Dr. Dobbs上读到过这篇文章,并把这篇文章告诉了年长的程序员——他们都笑了。

所以我对此有两种观点,理论上的和实际的。从理论上讲,今天的Fortran与C/ c++甚至任何允许汇编代码的语言相比,并没有内在的优势。在实践中,今天的Fortran仍然享有围绕优化数值代码而建立的历史和文化遗产的好处。

Up until and including Fortran 77, language design considerations had optimization as a main focus. Due to the state of compiler theory and technology, this often meant restricting features and capability in order to give the compiler the best shot at optimizing the code. A good analogy is to think of Fortran 77 as a professional race car that sacrifices features for speed. These days compilers have gotten better across all languages and features for programmer productivity are more valued. However, there are still places where the people are mainly concerned with speed in scientific computing; these people most likely have inherited code, training and culture from people who themselves were Fortran programmers.

当人们开始谈论代码优化时,会有很多问题,了解这一点的最好方法是潜伏在那些工作是快速编写数字代码的人身上。但是请记住,这种高度敏感的代码通常只占整个代码行的一小部分,而且非常专门:许多Fortran代码就像其他语言中的许多其他代码一样“低效”,优化甚至不应该是此类代码的主要关注点。

要开始了解Fortran的历史和文化,维基百科是一个很好的地方。Fortran维基百科的条目是一流的,我非常感谢那些花时间和精力使它对Fortran社区有价值的人。

(这个答案的缩短版本本可以在Nils开始的优秀帖子中发表评论,但我没有这样做的业力。实际上,如果不是因为这个帖子有实际的信息内容和分享,而不是激烈的争吵和语言偏见,我可能根本不会写任何东西,这是我对这个主题的主要经验。我不知所措,不得不分享这份爱。)