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Case in parallel computing
Automatic vectorization, in parallel computing, is a special case of automatic parallelization, where a computer program is converted from a scalar implementation
Automatic_vectorization
Topics referred to by the same term
Look up vectorization in Wiktionary, the free dictionary. Vectorization may refer to: Array programming, a style of computer programming where operations
Vectorization
Compiler transformation of sequential programs for parallel execution
related automatic vectorization transforms operations so that one instruction operates on multiple data elements using SIMD hardware. Vectorization and thread-level
Automatic_parallelization
Machine-learning framework
Efficient evaluation of gradients via its automatic differentiation transformations. Automatic vectorization to efficiently map functions over arrays representing
JAX_(software)
64-bit extension of the ARM architecture
ARM processor. SVE is supported by GCC, with GCC 8 supporting automatic vectorization and GCC 10 supporting C intrinsics. As of July 2020[update], LLVM
AArch64
Submachine gun
variants in semi-automatic only configuration are also available. Designed in 2006 and seeing limited production since 2009, the KRISS Vector uses an unconventional
KRISS_Vector
transformation is also sometimes called vectorization, but is completely unrelated to automatic vectorization. The original flattening algorithm was concerned
Flattening_transformation
Conversion of raster graphics into vector graphics
graphics, image tracing, raster-to-vector conversion or raster vectorization is the conversion of raster graphics into vector graphics. An image does not have
Image_tracing
American computer scientist (born 1937)
system (1977), which was the first testbed for the development of automatic vectorization and related program transformations. In his role as Director (1986–93)
David_Kuck
Free and open-source compiler for various programming languages
aggregates. Array dependence based optimizations such as automatic vectorization and automatic parallelization are also performed. Profile-guided optimization
GNU_Compiler_Collection
splitting Loop fusion Loop interchange Loop skewing Automatic parallelization Automatic vectorization Loop dependence analysis "Normalized hysteresis loops"
Normalized_loop
Computer processor which works on arrays of several numbers at once
compilation like adjacency of the elements in memory. Automatic vectorization Barrel processor Chaining (vector processing) Coarse-grained reconfigurable array
Vector_processor
Computing technique used to achieve parallelism
produce a compiler that generates good wide-vector code for Larrabee-like architectures. Automatic vectorization proved too fragile to use reliably and a
Single_program,_multiple_data
Type of database that uses vectors to represent other data
A vector database, vector store or vector search engine is a database that stores and retrieves embeddings of data in vector space. Vector databases typically
Vector_database
framework given here. Program analysis (computer science) Automatic parallelization Automatic vectorization Loop dependence analysis Frameworks supporting the
Dependence_analysis
Intel SIMD processor supplementary instruction sets introduced by Intel
SSE/SSE2 scalar code when the target supports those instructions. Automatic vectorization for SSE/SSE2 has been added since GCC 4. The Sun Studio Compiler
SSE2
Sports car produced from 1990 to 1993, based on the Vector W2
The Vector W8 is a sports car produced by American automobile manufacturer Vector Aeromotive Corporation from 1989 to 1993. It was designed by company
Vector_W8
transformation may create opportunities to further optimize, such as automatic vectorization of the array assignments. The major purpose of loop interchange
Loop_interchange
Integrated development environment
Loop optimizations Automatic parallelization Profile-guided optimization Scalar replacement Strength reduction Automatic vectorization, with -xvector=simd
Oracle_Developer_Studio
Aircraft surveillance technology
Automatic Dependent Surveillance–Broadcast (ADS-B) is an aviation surveillance technology and form of electronic conspicuity in which an aircraft determines
Automatic Dependent Surveillance–Broadcast
Automatic_Dependent_Surveillance–Broadcast
Instruction set designed by Intel
released libraries of common vectorized algorithms using MMX. Both Intel and Metrowerks attempted automatic vectorization in their compilers, but the operations
MMX_(instruction_set)
Applying operations to whole sets of values simultaneously
never take advantage of the underlying techniques of vectorization (i.e., utilizing a CPU's vector-based instructions if it has them or by using multiple
Array_programming
Algebraic structure in linear algebra
polynomial (which automatically happens for F algebraically closed, such as F = C) any linear map has at least one eigenvector. The vector space V may or
Vector_space
Electronic design automation method
ATPG (acronym for both automatic test pattern generation and automatic test pattern generator) is an electronic design automation method or technology
Automatic test pattern generation
Automatic_test_pattern_generation
Audio programming language
Scaringella, Nicolas; Orlarey, Yann; Fober, Dominique (2003). "Automatic Vectorization in Faust" (PDF). Journée de l'Informatique Musicale (JIM-2003)
FAUST_(programming_language)
Operating system
version, including automatic vectorization, was known as CVC, pronounced "Civic" like the Honda car of the period, for Cray Vector Compiler. Some controversy
Cray_Time_Sharing_System
Array programming library for Perl
Unlike MATLAB and IDL, PDL allows great flexibility in indexing and vectorization: for example, if a subroutine normally operates on a 2-D matrix array
Perl_Data_Language
American computer scientist
software systems for programming parallel computers, including an automatic vectorizer for Fortran 77, an integrated scientific programming environment
Ken Kennedy (computer scientist)
Ken_Kennedy_(computer_scientist)
Numerical calculations carrying along derivatives
In mathematics and computer algebra, automatic differentiation (auto-differentiation, autodiff, or AD), also called algorithmic differentiation, computational
Automatic_differentiation
Process to determine relationships among statements
splitting Loop fusion Loop interchange Loop skewing Automatic parallelization Automatic vectorization Solihin, Yan (2016). Fundamentals of parallel computer
Loop_dependence_analysis
Marine radar feature
Mini-automatic radar plotting aid (or MARPA) is a maritime radar feature for target tracking and collision avoidance. Targets must be manually selected
Mini-automatic radar plotting aid
Mini-automatic_radar_plotting_aid
code that automatically exploits fully all processing power available, without programmers needing to identify parallelisms, specify vectorization, avoid
SequenceL
Concepts from linear algebra
algebra, an eigenvector (/ˈaɪɡən-/ EYE-gən-) or characteristic vector is a (nonzero) vector that has its direction unchanged (or reversed) by a given linear
Eigenvalues_and_eigenvectors
Computer processor
SDK contains: C, C++ and Fortran compilers that support automatic vectorization and automatic parallelization as well as OpenMP. Performance optimization
NEC_SX-Aurora_TSUBASA
Machine learning framework developed by Apple
similar to PyTorch and supports automatic differentiation, lazy computation, dynamic computation graphs, vectorization, and execution on CPUs and GPUs
MLX (machine learning framework)
MLX_(machine_learning_framework)
American automobile manufacturer
with the Vector brand of tires) and Vantage cigarettes. Two W8 prototypes were made, of which only one ran. The Vector W8 utilized an automatic Oldsmobile
Vector_Motors
Model for representing text documents
(1975), "A Vector Space Model for Automatic Indexing" Communications of the ACM, vol. 18, nr. 11, pages 613–620. (Article in which a vector space model
Vector_space_model
Path taken or method used by a security breach into an IT system
corresponding notion of vector in biology. An attack vector may be exploited manually, automatically, or through a combination of manual and automatic activity. Often
Attack_vector
Set of methods for supervised statistical learning
In machine learning, a support vector machine (SVM) or support vector network is a supervised max-margin model with associated learning algorithms that
Support_vector_machine
Family of serif typefaces
Modern, available in a variety of encodings. These fonts were automatically vectorized from Computer Modern or EC font bitmaps and therefore lack the
Computer_Modern
Semi-automatic pistol
The KRISS KARD (KRISS Automatic, Research & Development) is a prototype of a semi-automatic pistol developed by KRISS USA (formerly Transformational Defense
KRISS_KARD
Phone call routing technique
A vector directory number (VDN) is an extension on an automatic call distributor that directs an incoming call to a "vector" — a user-defined sequence
Vector_directory_number
Optical character recognition technology
Automatic number-plate recognition (ANPR; see also other names below) is a technology that uses optical character recognition on images to read vehicle
Automatic number-plate recognition
Automatic_number-plate_recognition
Species of true bug
Brevicoryne brassicae, commonly known as the cabbage aphid or cabbage aphis, is a destructive aphid (plant louse) native to Europe that is now found in
Brevicoryne_brassicae
Two-dimensional vector image file format
Scalable Vector Graphics (SVG) is an XML-based vector graphics format for defining two-dimensional graphics, having support for interactivity and animation
SVG
Algorithm for partial ordering of events and detecting causality in distributed systems
system that tracks dependencies using vectors with size smaller than the number of processes and that adapts automatically to systems with dynamic number of
Vector_clock
Military light utility vehicle
the 115 L fuel tank gives the VECTOR an operational range of 800 km The Steyr engine is linked to a ZF six-speed automatic transmission. The permanent four-wheel
Versatile Expeditionary Commando Tactial Off Road
Versatile_Expeditionary_Commando_Tactial_Off_Road
Species of bat
Franquet's epauletted fruit bat (Epomops franqueti) is a species of megabat in the family Pteropodidae, and is one of three different species of epauletted
Franquet's epauletted fruit bat
Franquet's_epauletted_fruit_bat
compiler system, which was the first testbed for the development of automatic vectorization and related program transformations; led the construction of the
List of University of Michigan alumni
List_of_University_of_Michigan_alumni
Lightweight programming language
functions, garbage collection, closures, proper tail calls, coercion (automatic conversion between string and number values at run time), coroutines (cooperative
Lua
Supercomputer manufactured by Cray Research
of the Cray's vectorization. The second included a moderate set of updates to the code, often unwinding loops so they could be vectorized. Generally, the
Cray-1
Computer-based method for summarizing a text
Automatic summarization is the process of shortening a set of data computationally, to create a subset (a summary) that represents the most important
Automatic_summarization
Tool to convert sequential code to parallel
for vectorization and threading, check loop-carried dependencies and memory access patterns for marked loops, and insert pragmas for vectorization and
Automatic parallelization tool
Automatic_parallelization_tool
Programming language
permission to vectorize a loop even in cases where auto-vectorization might fail. It is the simplest way to manually apply vectorization. The Cilk scheduler
Cilk
Vector field with zero divergence
In vector calculus and differential equations, a divergence free vector field is a vector field v with divergence zero at all points in the field: ∇ ⋅
Solenoidal_vector_field
Season of television series
ancient Greeks designed and/or built a weapon that was capable of fully automatic fire using arrows. Plausible Based on fragments of design information
MythBusters_(2010_season)
Concept car created by Vector Motors in 1980
The Vector W2 is a concept car constructed by Vector Motors in 1978. The concept went into production as the Vector W8 in 1990. The name comes from the
Vector_W2
Instructions for the x86 microprocessors
versions can be useful to improve old code without needing to widen the vectorization, and avoid the penalty of going from SSE to AVX; they are also faster
Advanced_Vector_Extensions
Marine radar capability
to create the Automatic Radar Plotting Aids. ARPAs are computer assisted radar data processing systems which generate predictive vectors and other ship
Automatic_radar_plotting_aid
Type of automatic firearm
A submachine gun (SMG) or sub-gun is a magazine-fed automatic carbine designed to fire handgun cartridges. The term "submachine gun" was coined by John
Submachine_gun
Vector space with generalized dot product
space is a real or complex vector space endowed with an operation called an inner product. The inner product of two vectors in the space is a scalar, often
Inner_product_space
building materials and components – Part 18: fire barriers, verification of automatic closure (continuous performance test) Active DIN 4102-22 Fire behaviour
List_of_DIN_standards
Pattern recognition for audio signals
recognition technologies are used for: Music recognition Speech recognition Automatic alarm detection and identification for surveillance, monitoring systems
Sound_recognition
Events in the history of 16-bit x86 DOS-family disk operating systems
and write checks and personalized form letters; process controllers for automatic bottle-loading machines; and a front-end processor in a dial-up communications
Timeline of DOS operating systems
Timeline_of_DOS_operating_systems
Gun for an individual
"automatic". An automatic (or "fully automatic") firearm automatically re-cocks, reloads, and fires as long as the trigger is depressed. An automatic firearm
Firearm
Technology in all-wheel drive vehicles
VTi-S (Europe), and Type SH (North America). In essence, ATTS is a small automatic transmission coupled to the differential, with an electronic control unit
Torque_vectoring
Remotely operated underwater vehicle
ground vehicle (UGV) Automated guided vehicle (AGV) Self-driving car Automatic train operation (ATO) list Underwater Unmanned underwater vehicle (UUV)
BlueROV2
Instruction set extension by Intel
silicon for AVX-512. Intel Vectorization Advisor (starting from version 2017) supports native AVX-512 performance and vector code quality analysis (for
AVX-512
Device that directs incoming phone calls
automated call distribution system, commonly known as automatic call distributor or automatic call dispatcher (ACD), is a telephony device that answers
Automatic_call_distributor
Method in natural language processing
incompatibility (help) Salton, Gerard; Wong, A; Yang, C S (1975). "A Vector Space Model for Automatic Indexing". Communications of the ACM. 18 (11): 613–620. doi:10
Word_embedding
Directional planes
then automatically determined. Or, one can do it the other way around, i.e., nominate the x-axis, in which case the y-axis is then automatically determined
Vertical_and_horizontal
SQL relational database management system
Actian Analytics Engine (formerly known as Vector and VectorWise) is an SQL relational database management system designed for high performance in analytical
Actian_Vector
Data structure used to implement multi-dimensional arrays
programming, an Iliffe vector, also known as a display, is a data structure used to implement jagged arrays. An Iliffe vector for an n-dimensional array
Iliffe_vector
Electronic navigational aid
the navigation system. The car icon used in Etak Navigation display was a vector-based graphic based on Atari, Inc.'s Asteroids spaceship. Automotive navigation
Navigation_system
Programmable machine that processes data
A computer is a machine that can be programmed to automatically carry out sequences of arithmetic or logical operations (computation). Modern digital
Computer
Packets of geographic data in vector format
Vector tiles, tiled vectors or vectiles are packets of geographic data, packaged into pre-defined roughly-square shaped "tiles" for transfer over the
Vector_tiles
Computer programming paradigm
Intel Ct: Intel's historical C/C++ language extension designed to automatically vectorize and stream data loops across multi-core processors. StreamC: A
Stream_processing
Prototype sports car manufactured by Vector Motors
The Vector Avtech WX-3 is a prototype sports car engineered, developed and manufactured by Vector Motors of Wilmington, California in 1992. Conceived
Vector_WX-3
Type of parallel processing
includes the use of platform-specific intrinsics, generic vector interfaces, and vectorization hints. It can be used as a "Rosetta Stone" for comparing
Single instruction, multiple data
Single_instruction,_multiple_data
Browser-based computing platform
by W3C CEO Jeff Jaffe. Being built on The evergreen Web (where rapid, automatic software updates, vendor co-operation, standardization, and competition
Web_platform
Automated recognition of patterns and regularities in data
recognition is: The field of pattern recognition is concerned with the automatic discovery of regularities in data through the use of computer algorithms
Pattern_recognition
Software library for similarity search
Search) is an open-source library for similarity search and clustering of vectors. A 2024 overview paper describes FAISS as a toolbox of indexing methods
FAISS
American computer manufacturer
normal speed of the Cray-1. They also invested heavily in advanced automatic vectorizing compilers in order to gain performance when existing programs were
Convex_Computer
Russian semi-automatic pistol
(Гюрза, Russian for "blunt-nosed viper") or Serdyukov SPS, is a semi-automatic pistol. The operating system is based on the Beretta 92, utilizing a dropping
SR-1_Vektor
Anniversary —N/a January 27 The Lumineers New Frontier Theater Quezon The Automatic World Tour —N/a Air Supply Waterfront Hotel & Casino Cebu Air Supply 50th
2026_in_Philippine_music
Process of creating sheet music from a recording or performance
completely fulfill James Moorer’s definition of automatic music transcription. However, the pursuit of automatic music transcription has spawned the creation
Transcription_(music)
Statistical model to calculate the value of multiple quantities as they change over time
{\displaystyle \otimes } denotes the Kronecker product and Vec the vectorization of the indicated matrix. This estimator is consistent and asymptotically
Vector_autoregression
Proving or disproving the correctness of certain intended algorithms
(CTL). The great advantage of model checking is that it is often fully automatic; its primary disadvantage is that it does not in general scale to large
Formal_verification
Structuring text as input to generative artificial intelligence
prompts for few-shot learning. Automatic prompt optimization techniques refine prompts for large language models by automatically searching over alternative
Prompt_engineering
Automatic conversion of spoken language into text
Speech recognition (automatic speech recognition (ASR), computer speech recognition, or speech-to-text (STT)) is a sub-field of computational linguistics
Speech_recognition
Family of Israeli submachine guns
for "Dauerfeuer" ("continuous-fire", or "automatic"), "E" for "Einzelfeuer" ("single-fire", or "semi-automatic"), and "S" for "Sicher" ("secure", or "safe")
Uzi
1940s–1950s British computer
The Electronic Delay Storage Automatic Calculator (EDSAC) was an early British computer. Inspired by John von Neumann's seminal First Draft of a Report
EDSAC
Vector field on a pseudo-Riemannian manifold that preserves the metric tensor
coefficients is a function of time, the manifold must automatically have a time-like Killing vector. In layman's terms, if an object doesn't transform or
Killing_vector_field
Abstract data type
1954 and by Wilhelm Kämmerer [de] with his automatisches Gedächtnis ("automatic memory") in 1958. Stacks are often described using the analogy of a spring-loaded
Stack_(abstract_data_type)
Text query method in information retrieval
by stemming each word in the search query Fixing spelling errors and automatically searching for the corrected form or suggesting it in the results Re-weighting
Query_expansion
Israeli military fast patrol boat
its state of the art thrust vectoring control Articulated Surface Drives (ASD) while holding various armaments, from automatic grenade launchers, AGM-114
Super Dvora Mk III-class patrol boat
Super_Dvora_Mk_III-class_patrol_boat
Branch of mathematics
called vectors, and elements of F are called scalars. The first operation, vector addition, takes any two vectors v and w and outputs a third vector v +
Linear_algebra
Soviet semi-automatic marksman rifle
vintovka Dragunova, lit. 'Dragunov sniper rifle'), GRAU index 6V1, is a semi-automatic designated marksman rifle/sniper rifle chambered in the 7.62×54mmR cartridge
SVD_(rifle)
Specialized notation for multivariable calculus
respect to a vector as a column vector or a row vector. Both of these conventions are possible even when the common assumption is made that vectors should be
Matrix_calculus
Historic US military computer and radar network
the raw radar data, developed "tracks" for the reported targets, and automatically calculated which defenses were within range. Operators used light guns
Semi-Automatic Ground Environment
Semi-Automatic_Ground_Environment
travel, tourism, insurance
AUTOMATIC VECTORIZATION
AUTOMATIC VECTORIZATION
Girl/Female
Latin
Fortuna.
Boy/Male
Arabic, Muslim
Fragrant; Aromatic
Girl/Female
Arabic, Muslim
Aromatic; Rare Moon
Girl/Female
Afghan, Arabic, Australian
Aromatic; Sweet Basil
Girl/Female
Arabic, Australian, Muslim
Kind of Aromatic Plant
Girl/Female
Arabic, Muslim
Aromatic
Girl/Female
Muslim
Flower, Kind of aromatic plant
Girl/Female
Indian
Aromatic, A narrator of Hadith
Girl/Female
Muslim/Islamic
Aromatic
Girl/Female
Arabic, Muslim
Aromatic; Sweet Basil
Girl/Female
Indian
Flower, Kind of aromatic plant
Girl/Female
Muslim
Aromatic, A narrator of Hadith
Girl/Female
Muslim
Aromatic
Boy/Male
Muslim/Islamic
Aromatic
Girl/Female
Arabic, Muslim
Aromatic Sweet Basil
Girl/Female
Muslim/Islamic
Aromatic
Boy/Male
Muslim
Aromatic
Girl/Female
Muslim
Flower, Kind of aromatic plant
Boy/Male
Indian
Aromatic
Girl/Female
Arabic, French, Muslim
Aromatic
AUTOMATIC VECTORIZATION
AUTOMATIC VECTORIZATION
AUTOMATIC VECTORIZATION
AUTOMATIC VECTORIZATION
AUTOMATIC VECTORIZATION
AUTOMATIC VECTORIZATION
AUTOMATIC VECTORIZATION
travel, tourism, insurance