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MILEPOST GCC
{{Infobox software , name = MILEPOST GCC , logo = , developer = cTuning foundation / MILEPOST consortium , released = 2009 , latest release version = 4.4.x , latest release date = {{release date, 2010, 5, 21 , operating system = Cross-platform , genre = Compiler , license = GNU General Public License (version 3 or later) , website GitHub MILEPOST GCC is a free, community-driven, open-source, adaptive, self-tuning compiler that combines stable prod ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
CTuning Foundation
The cTuning Foundation is a global non-profit organization developing a common methodology and open-source tools to support sustainable, collaborative and reproducible research in Computer science and organize and automatartifact evaluation and reproducibility inititiavesat machine learning and systems conferences and journals. Notable projects * Collective Mind - Python packagewith a collection of portable, extensible and ready-to-use automation recipes with a human-friendly interface to help the community compose, benchmark and optimize complex AI, ML and other applications and systems across diverse and continuously changing models, data sets, software and hardware. * Collective Knowledge - an open-source framework to organize software projects as a database of reusable components with common automation actions and extensible meta descriptions based on FAIR principles, implement portable research workflows, and crowdsource experiments across diverse platforms provided by ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Cross-platform
Within computing, cross-platform software (also called multi-platform software, platform-agnostic software, or platform-independent software) is computer software that is designed to work in several Computing platform, computing platforms. Some cross-platform software requires a separate build for each platform, but some can be directly run on any platform without special preparation, being written in an interpreted language or compiled to portable bytecode for which the Interpreter (computing), interpreters or run-time packages are common or standard components of all supported platforms. For example, a cross-platform application software, application may run on Linux, macOS and Microsoft Windows. Cross-platform software may run on many platforms, or as few as two. Some frameworks for cross-platform development are Codename One, ArkUI-X, Kivy (framework), Kivy, Qt (software), Qt, GTK, Flutter (software), Flutter, NativeScript, Xamarin, Apache Cordova, Ionic (mobile app framework ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Compiler
In computing, a compiler is a computer program that Translator (computing), translates computer code written in one programming language (the ''source'' language) into another language (the ''target'' language). The name "compiler" is primarily used for programs that translate source code from a high-level programming language to a lower level language, low-level programming language (e.g. assembly language, object code, or machine code) to create an executable program.Compilers: Principles, Techniques, and Tools by Alfred V. Aho, Ravi Sethi, Jeffrey D. Ullman - Second Edition, 2007 There are many different types of compilers which produce output in different useful forms. A ''cross-compiler'' produces code for a different Central processing unit, CPU or operating system than the one on which the cross-compiler itself runs. A ''bootstrap compiler'' is often a temporary compiler, used for compiling a more permanent or better optimised compiler for a language. Related software ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
GNU General Public License
The GNU General Public Licenses (GNU GPL or simply GPL) are a series of widely used free software licenses, or ''copyleft'' licenses, that guarantee end users the freedom to run, study, share, or modify the software. The GPL was the first copyleft license available for general use. It was originally written by Richard Stallman, the founder of the Free Software Foundation (FSF), for the GNU Project. The license grants the recipients of a computer program the rights of the Free Software Definition. The licenses in the GPL series are all copyleft licenses, which means that any derivative work must be distributed under the same or equivalent license terms. The GPL is more restrictive than the GNU Lesser General Public License, and even more distinct from the more widely used permissive software licenses such as BSD, MIT, and Apache. Historically, the GPL license family has been one of the most popular software licenses in the free and open-source software (FOSS) domai ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
GNU Compiler Collection
The GNU Compiler Collection (GCC) is a collection of compilers from the GNU Project that support various programming languages, Computer architecture, hardware architectures, and operating systems. The Free Software Foundation (FSF) distributes GCC as free software under the GNU General Public License (GNU GPL). GCC is a key component of the GNU toolchain which is used for most projects related to GNU and the Linux kernel. With roughly 15 million lines of code in 2019, GCC is one of the largest free programs in existence. It has played an important role in the growth of free software, as both a tool and an example. When it was first released in 1987 by Richard Stallman, GCC 1.0 was named the GNU C Compiler since it only handled the C (programming language), C programming language. It was extended to compile C++ in December of that year. Compiler#Front end, Front ends were later developed for Objective-C, Objective-C++, Fortran, Ada (programming language), Ada, Go (programming la ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Interactive Compilation Interface
The Interactive Compilation Interface (ICI) is a plugin system with a high-level compiler-independent and low-level compiler-dependent API to transform production compilers into interactive research toolsets. It was developed by Grigori Fursin during the MILEPOST project.Grigori Fursin. Collective Tuning Initiative: automating and accelerating development and optimization of computing systems. Proceedings of the GCC Summit'09, Montreal, Canada, June 2009linkGrigori Fursin, Yuriy Kashnikov, Abdul Wahid Memon, Zbigniew Chamski, Olivier Temam, Mircea Namolaru, Elad Yom-Tov, Bilha Mendelson, Ayal Zaks, Eric Courtois, Francois Bodin, Phil Barnard, Elton Ashton, Edwin Bonilla, John Thomson, Chris Williams, Michael O'Boyle. ''Milepost gcc: Machine learning enabled self-tuning compiler'' International journal of parallel programming, Volume 39, Issue 3, pp. 296-327, June 2011link The ICI framework acts as a "middleware" interface between the compiler and the user-definable plugins. It ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Grigori Fursin
Grigori Fursin is a British computer scientist, president of the non-profit CTuning foundation, founding member of MLCommons, and co-chair of the MLCommons Task Force on Automation and Reproducibility. His research group created open-source machine learning based self-optimizing compiler, MILEPOST GCC, considered to be the first in the world. At the end of the MILEPOST project he established cTuning foundation to crowdsource program optimisation and machine learning across diverse devices provided by volunteers. His foundation also developed Collective Knowledge (software), Collective Knowledge Framework and Collective Mind framework, Collective Mind to support open research. Since 2015 Fursin leadArtifact Evaluationat several Association for Computing Machinery, ACM and Institute of Electrical and Electronics Engineers, IEEE computer systems conferences. He is also a founding member of the Association for Computing Machinery, ACM taskforce on Data, Software, and Reproducibility ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Michael O'Boyle
Michael O'Boyle is a professor of Computing and Director of the Institute for Computing Systems Architecture at the University of Edinburgh School of Informatics. Education O'Boyle received a Master of Science degree in computer science from the University of Manchester The University of Manchester is a public university, public research university in Manchester, England. The main campus is south of Manchester city centre, Manchester City Centre on Wilmslow Road, Oxford Road. The University of Manchester is c ... in 1990. He completed his PhD at the University of Manchester in 1992 under the supervision of John Gurd. Research O'Boyle's research interests include adaptive compilation, machine learning based optimization, auto-parallelising compilers and heterogeneous GPGPU multi-core platforms. He is project leader of the MilePost gcc project and founding member of the European Network of Excellence on High Performance and Embedded Architecture and Compilation. Ref ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Collective Tuning Initiative
The Collective Tuning Initiative is a community-driven initiative started by Grigori Fursin to develop free and open-source research tools with a unified API for collaborative characterization, optimization and co-design of computer systems. They enable sharing of benchmarks, data sets and optimization cases from the community in the Collective Optimization Database through unified web services to predict better optimizations or architecture designs (provided there is enough information collected in the repository from multiple users).Grigori Fursin. Collective Tuning Initiative: automating and accelerating development and optimization of computing systems. Proceedings of the GCC Summit'09, Montreal, Canada, June 2009link''Rethinking code optimization for mobile and multicore'', InfoWorld, July 2009link Using common research-and-development tools should help to improve the quality and reproducibility of computer systems' research and development and accelerate innovation in this area ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Raspberry Pi Foundation
The Raspberry Pi Foundation is a UK-based educational charity founded in 2008 to promote the study of computer science and related subjects globally, particularly among young people. It is best known for initiating the Raspberry Pi series of single-board computers. These are now designed and sold by Raspberry Pi Holdings, a publicly traded company of which the Foundation is the largest shareholder. While legally distinct, both entities share a mission to democratise access to computing. History The Foundation was founded in autumn 2008 by David Braben, Jack Lang, Pete Lomas, Rob Mullins, Alan Mycroft and Eben Upton, and formally registered as a charity in May 2009 in Caldecote, England. Mycroft, Lang, Mullins and Upton were involved with the Computer Lab at the University of Cambridge and were motivated by a decline in applications to study the computer science undergraduate course. Their aim was to develop a computer, available for the price of a textbook, to encourage ha ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Collective Knowledge (software)
The Collective Knowledge (CK) project is an open-source Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use and view the source code, design documents, or content of the product. The open source model is a decentrali ... software framework, framework and software repository, repository to enable collaborative, reproducible and sustainable research and development of complex computational systems. CK is a small, portable, customizable and decentralized infrastructure helping researchers and practitioners: * share their code, data and models as reusable Python (programming language), Python components and automation actions with unified JSON API, JSON meta information, and a Unique identifier, UID based on FAIR data, FAIR principles * assemble portable workflows from shared components (such as multi-objective autotuning and Design space exploration) * automate, crowdsource and reproduce benchmar ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
