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Automatic parallelization tool information


For several years parallel hardware was only available for distributed computing but recently it is becoming available for the low end computers as well. Hence it has become inevitable for software programmers to start writing parallel applications. It is quite natural for programmers to think sequentially and hence they are less acquainted with writing multi-threaded or parallel processing applications. Parallel programming requires handling various issues such as synchronization and deadlock avoidance. Programmers require added expertise for writing such applications apart from their expertise in the application domain. Hence programmers prefer to write sequential code and most of the popular programming languages support it. This allows them to concentrate more on the application. Therefore, there is a need to convert such sequential applications to parallel applications with the help of automated tools. The need is also non-trivial because large amount of legacy code written over the past few decades needs to be reused and parallelized.

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Automatic parallelization tool

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with parallelization sections with specific system in mind like loop or particular section of code. Identifying opportunities for parallelization is a...

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Automatic parallelization

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Automatic parallelization, also auto parallelization, or autoparallelization refers to converting sequential code into multi-threaded and/or vectorized...

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Automatic differentiation

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In mathematics and computer algebra, automatic differentiation (auto-differentiation, autodiff, or AD), also called algorithmic differentiation, computational...

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SequenceL

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the same way that C or C++ libraries are #included. Parallel computing Automatic parallelization tool Multi-core processor Multiprocessing Functional programming...

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Oracle Developer Studio

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analysis Loop optimizations Automatic parallelization Profile-guided optimization Scalar replacement Strength reduction Automatic vectorization, with -xvector=simd...

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Automatic lathe

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before electronic automation via numerical control, the "automatic" in the term "automatic machine tool" always referred implicitly to mechanical automation...

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Automatic vectorization

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Automatic vectorization, in parallel computing, is a special case of automatic parallelization, where a computer program is converted from a scalar implementation...

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Technical drawing tool

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Drafting tools may be used for measurement and layout of drawings, or to improve the consistency and speed of creation of standard drawing elements. Tools such...

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Parallel parking

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Advanced Parking Guidance System Automatic parking Door zone Parallel parking problem: the mathematics of parallel parking Removal of curbside parking...

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Parallel Virtual Machine

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Parallel Virtual Machine (PVM) is a software tool for parallel networking of computers. It is designed to allow a network of heterogeneous Unix and/or...

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Huot Automatic Rifle

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The Huot Automatic Rifle was a Canadian World War I era light machine gun project. In 1916, the Canadian Expeditionary Force was desperately short of...

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Visual programming language

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in online debugging, or automatic program generation and documentation. Dataflow languages also allow automatic parallelization, which is likely to become...

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Google JAX

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NumPy TensorFlow PyTorch CUDA Automatic differentiation Just-in-time compilation Vectorization Automatic parallelization Accelerated Linear Algebra Documentationː...

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Automatic test equipment

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Automatic test equipment or automated test equipment (ATE) is any apparatus that performs tests on a device, known as the device under test (DUT), equipment...

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Parallel text

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called an alignment tool, or a bitext tool, which automatically aligns the original and translated versions of the same text. The tool generally matches...

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Purely functional programming

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thus automatically parallelize purely functional programs. In practice, this has not been terribly successful, and fully automatic parallelization is a...

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Parallels Desktop for Mac

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Mac. A tool called Parallels Transporter was included to allow users to migrate their Windows PC, or existing VMware or Virtual PC VMs to Parallels Desktop...

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Automatic identification system

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The automatic identification system (AIS) is an automatic tracking system that uses transceivers on ships and is used by vessel traffic services (VTS)...

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Lathe

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A lathe (/leɪð/) is a machine tool that rotates a workpiece about an axis of rotation to perform various operations such as cutting, sanding, knurling...

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Debugging

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referred to as automatic patch generation, automatic bug repair, or automatic program repair. The typical goal of such techniques is to automatically generate...

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List of performance analysis tools

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chain, automatically detect and deliver root cause automation for all errors. VisualVM is a visual tool integrating several commandline JDK tools and lightweight...

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Compiler

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elimination, constant propagation, loop transformation and even automatic parallelization. Compiler analysis is the prerequisite for any compiler optimization...

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Computer cluster

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advantage of the parallel processing capabilities of the cluster and partition "the same computation" among several nodes. Automatic parallelization of programs...

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Firearm

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"automatic". An automatic (or "fully automatic") firearm automatically re-cocks, reloads, and fires as long as the trigger is depressed. An automatic firearm...

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