International audienceWe present OptiTrust, an interactive framework for optimizing general-purpose C code via series of programmer-guided, source-to-source transformations. Optimization steps are described in transformation scripts, expressed as OCaml programs. At every step, the programmer may interactively visualize the effect of the transformation as the difference between two pieces of human-readable C code. OptiTrust has been previously employed to optimize numerical simulation code. In this work, we showcase how to use OptiTrust to optimize matrix multiplication. We compare against TVM, which also relies on programmer guidance, but which restricts the input language and lacks easily readable feedback
The significance of a source code translator between Turbo Pascal and Turbo C cannot be underestimat...
http://www.jsme.or.jp/rmd/robomec2013/english/index.htmlNational audienceNumerical optimization is u...
the benefits of applying optimization to computational models are well known, but their range of wid...
This paper presents an interactive framework for developing high-performance C code via series of so...
Programmers spent most of their time in speeding up a program. Sometimes, speeding up a program lead...
Despite all of the recent progress concerning the tools and techniques of Software Development, whic...
Abstract. Helping programmers write parallel software is an urgent problem given the popularity of m...
The structure of object-oriented programs differs from that of procedural programs, requiring specia...
Code optimization or code transformation is a complex function of a compiler involving analyses and ...
Matrix-vector notation is the predominant idiom in which machine learning formulae are expressed; so...
AbstractAs software systems become increasingly massive, the advantages of automated transformation ...
R users can often solve optimization tasks easily using the tools in the optim function in the stats...
This paper describes the design and implementation of an optimizing compiler that automatically gene...
This workshop “Topology and Computers ” hosts people with diverse back-grounds. So, first I would li...
International audienceOver the last decade, guaranteeing the accuracy of computations relying on the...
The significance of a source code translator between Turbo Pascal and Turbo C cannot be underestimat...
http://www.jsme.or.jp/rmd/robomec2013/english/index.htmlNational audienceNumerical optimization is u...
the benefits of applying optimization to computational models are well known, but their range of wid...
This paper presents an interactive framework for developing high-performance C code via series of so...
Programmers spent most of their time in speeding up a program. Sometimes, speeding up a program lead...
Despite all of the recent progress concerning the tools and techniques of Software Development, whic...
Abstract. Helping programmers write parallel software is an urgent problem given the popularity of m...
The structure of object-oriented programs differs from that of procedural programs, requiring specia...
Code optimization or code transformation is a complex function of a compiler involving analyses and ...
Matrix-vector notation is the predominant idiom in which machine learning formulae are expressed; so...
AbstractAs software systems become increasingly massive, the advantages of automated transformation ...
R users can often solve optimization tasks easily using the tools in the optim function in the stats...
This paper describes the design and implementation of an optimizing compiler that automatically gene...
This workshop “Topology and Computers ” hosts people with diverse back-grounds. So, first I would li...
International audienceOver the last decade, guaranteeing the accuracy of computations relying on the...
The significance of a source code translator between Turbo Pascal and Turbo C cannot be underestimat...
http://www.jsme.or.jp/rmd/robomec2013/english/index.htmlNational audienceNumerical optimization is u...
the benefits of applying optimization to computational models are well known, but their range of wid...