Compilers: principles, techniques, and tools
Compilers: principles, techniques, and tools
Interprocedural dependence analysis and parallelization
SIGPLAN '86 Proceedings of the 1986 SIGPLAN symposium on Compiler construction
Theory of linear and integer programming
Theory of linear and integer programming
Automatic translation of FORTRAN programs to vector form
ACM Transactions on Programming Languages and Systems (TOPLAS)
Computer architecture: a quantitative approach
Computer architecture: a quantitative approach
Supercompilers for parallel and vector computers
Supercompilers for parallel and vector computers
The C programming language
Crafting a compiler with C
Advanced compiler design and implementation
Advanced compiler design and implementation
Exploiting superword level parallelism with multimedia instruction sets
PLDI '00 Proceedings of the ACM SIGPLAN 2000 conference on Programming language design and implementation
Basic Linear Algebra Subprograms for Fortran Usage
ACM Transactions on Mathematical Software (TOMS)
Communications of the ACM - Special issue on computer architecture
Modern Compiler Implementation in C: Basic Techniques
Modern Compiler Implementation in C: Basic Techniques
Dependence Analysis
Parallel Programming and Compilers
Parallel Programming and Compilers
The Complete Guide to Mmx Technology
The Complete Guide to Mmx Technology
Advanced Computer Architectures
Advanced Computer Architectures
High Performance Compilers for Parallel Computing
High Performance Compilers for Parallel Computing
A Guidebook to FORTRAN on Supercomputers
A Guidebook to FORTRAN on Supercomputers
Solving Linear Systems on Vector and Shared Memory Computers
Solving Linear Systems on Vector and Shared Memory Computers
Introduction to Parallel Computing
Introduction to Parallel Computing
Structure of Computers and Computations
Structure of Computers and Computations
Implementation of a streaming execution unit
Journal of Systems Architecture: the EUROMICRO Journal - Special issue: Synthesis and verification
Retargeting Sequential Image-Processing Programs for Data Parallel Execution
IEEE Transactions on Software Engineering
Efficient SIMD Code Generation for Runtime Alignment and Length Conversion
Proceedings of the international symposium on Code generation and optimization
An Empirical Study On the Vectorization of Multimedia Applications for Multimedia Extensions
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
The CSI multimedia architecture
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
An integrated simdization framework using virtual vectors
Proceedings of the 19th annual international conference on Supercomputing
Efficient compilation of array expressions
ACM SIGAPL APL Quote Quad
Optimizing Compiler for the CELL Processor
Proceedings of the 14th International Conference on Parallel Architectures and Compilation Techniques
Array languages and the challenge of modern computer architecture
ACM SIGAPL APL Quote Quad
A compiler for exploiting nested parallelism in OpenMP programs
Parallel Computing - OpenMp
In search of a program generator to implement generic transformations for high-performance computing
Science of Computer Programming - Special issue on the first MetaOCaml workshop 2004
Pack instruction generation for media pUsing multi-valued decision diagram
CODES+ISSS '06 Proceedings of the 4th international conference on Hardware/software codesign and system synthesis
Efficient vectorization of SIMD programs with non-aligned and irregular data access hardware
CASES '08 Proceedings of the 2008 international conference on Compilers, architectures and synthesis for embedded systems
Outer-loop vectorization: revisited for short SIMD architectures
Proceedings of the 17th international conference on Parallel architectures and compilation techniques
Generation of Pack Instruction Sequence for Media Processors Using Multi-Valued Decision Diagram
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Evaluating compiler technology for control-flow optimizations for multimedia extension architectures
Microprocessors & Microsystems
A case study on compiler optimizations for the Intel® Core™ 2 duo processor
International Journal of Parallel Programming
Automatic vectorization using dynamic compilation and tree pattern matching technique in Jikes RVM
Proceedings of the 4th workshop on the Implementation, Compilation, Optimization of Object-Oriented Languages and Programming Systems
Automatic parallelization for graphics processing units
PPPJ '09 Proceedings of the 7th International Conference on Principles and Practice of Programming in Java
Dependence-based code generation for a CELL processor
LCPC'06 Proceedings of the 19th international conference on Languages and compilers for parallel computing
New algorithms for SIMD alignment
CC'07 Proceedings of the 16th international conference on Compiler construction
On the use of the MMC language to utilize SIMD instruction set
VECPAR'06 Proceedings of the 7th international conference on High performance computing for computational science
Data dependence analysis for intra-register vectorization
ISPDC'03 Proceedings of the Second international conference on Parallel and distributed computing
A new compilation technique for SIMD code generation across basic block boundaries
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Automatic parallelization via matrix multiplication
Proceedings of the 32nd ACM SIGPLAN conference on Programming language design and implementation
The Journal of Supercomputing
On dependence analysis for SIMD enhanced processors
VECPAR'04 Proceedings of the 6th international conference on High Performance Computing for Computational Science
Compiling high-level languages for vector architectures
LCPC'04 Proceedings of the 17th international conference on Languages and Compilers for High Performance Computing
Overflow controlled SIMD arithmetic
LCPC'04 Proceedings of the 17th international conference on Languages and Compilers for High Performance Computing
Automatic detection of saturation and clipping idioms
LCPC'02 Proceedings of the 15th international conference on Languages and Compilers for Parallel Computing
Effect of optimizations on performance of OpenMP programs
HiPC'04 Proceedings of the 11th international conference on High Performance Computing
A compiler framework for extracting superword level parallelism
Proceedings of the 33rd ACM SIGPLAN conference on Programming Language Design and Implementation
Parallel execution of Java loops on Graphics Processing Units
Science of Computer Programming
Hybrid type legalization for a sparse SIMD instruction set
ACM Transactions on Architecture and Code Optimization (TACO)
Vectorization past dependent branches through speculation
PACT '13 Proceedings of the 22nd international conference on Parallel architectures and compilation techniques
Simple, portable and fast SIMD intrinsic programming: generic simd library
Proceedings of the 2014 Workshop on Programming models for SIMD/Vector processing
Loop Transforming for Reducing Data Alignment on Multi-Core SIMD Processors
Journal of Signal Processing Systems
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Recent extensions to the Intel® Architecture feature the SIMD technique to enhance the performance of computational intensive applications that perform the same operation on different elements in a data set. To date, much of the code that exploits these extensions has been hand-coded. The task of the programmer is substantially simplified, however, if a compiler does this exploitation automatically. The high-performance Intel® C++/Fortran compiler supports automatic translation of serial loops into code that uses the SIMD extensions to the Intel® Architecture. This paper provides a detailed overview of the automatic vectorization methods used by this compiler together with an experimental validation of their effectiveness.