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- Automatic_parallelization abstract "Automatic parallelization, also auto parallelization, autoparallelization, or parallelization, the last one of which implies automation when used in context, refers to converting sequential code into multi-threaded or vectorized (or even both) code in order to utilize multiple processors simultaneously in a shared-memory multiprocessor (SMP) machine. The goal of automatic parallelization is to relieve programmers from the tedious and error-prone manual parallelization process. Though the quality of automatic parallelization has improved in the past several decades, fully automatic parallelization of sequential programs by compilers remains a grand challenge due to its need for complex program analysis and the unknown factors (such as input data range) during compilation.The programming control structures on which autoparallelization places the most focus are loops, because, in general, most of the execution time of a program takes place inside some form of loop.There are two main approaches to parallelization of loops: pipelined multi-threading and cyclic multi-threading.For example, consider a loop that on each iteration applies a hundred operations, runs for a thousand iterations. This can be thought of as a grid of 100 columns by 1000 rows, a total of 100,000 operations. Cyclic multi-threading assigns each row to a different thread. Pipelined multi-threading assigns each column to a different thread.".
- Automatic_parallelization wikiPageID "2537264".
- Automatic_parallelization wikiPageRevisionID "588781520".
- Automatic_parallelization hasPhotoCollection Automatic_parallelization.
- Automatic_parallelization subject Category:Articles_with_example_Fortran_code.
- Automatic_parallelization subject Category:Compiler_optimizations.
- Automatic_parallelization type Abstraction100002137.
- Automatic_parallelization type Act100030358.
- Automatic_parallelization type Action100037396.
- Automatic_parallelization type Change100191142.
- Automatic_parallelization type ChangeOfState100199130.
- Automatic_parallelization type CompilerOptimizations.
- Automatic_parallelization type Event100029378.
- Automatic_parallelization type Improvement100248977.
- Automatic_parallelization type Optimization100260051.
- Automatic_parallelization type PsychologicalFeature100023100.
- Automatic_parallelization type YagoPermanentlyLocatedEntity.
- Automatic_parallelization comment "Automatic parallelization, also auto parallelization, autoparallelization, or parallelization, the last one of which implies automation when used in context, refers to converting sequential code into multi-threaded or vectorized (or even both) code in order to utilize multiple processors simultaneously in a shared-memory multiprocessor (SMP) machine. The goal of automatic parallelization is to relieve programmers from the tedious and error-prone manual parallelization process.".
- Automatic_parallelization label "Automatic parallelization".
- Automatic_parallelization label "Paralelización automática".
- Automatic_parallelization label "Parallelizzazione automatica".
- Automatic_parallelization label "Parallélisation automatique".
- Automatic_parallelization label "Автоматическое распараллеливание".
- Automatic_parallelization sameAs Paralelización_automática.
- Automatic_parallelization sameAs Parallélisation_automatique.
- Automatic_parallelization sameAs Parallelizzazione_automatica.
- Automatic_parallelization sameAs m.07lpvw.
- Automatic_parallelization sameAs Q2323839.
- Automatic_parallelization sameAs Q2323839.
- Automatic_parallelization sameAs Automatic_parallelization.
- Automatic_parallelization wasDerivedFrom Automatic_parallelization?oldid=588781520.
- Automatic_parallelization isPrimaryTopicOf Automatic_parallelization.