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Programming abstraction
number of thread blocks to operate in parallel and to use all available multiprocessors. CUDA is a parallel computing platform and programming model that
Thread block (CUDA programming)
Thread_block_(CUDA_programming)
Parallel computing execution model
General-purpose computing on graphics processing units (GPGPU) Thread block (CUDA programming) "An introductory description of the Illiac IV system" (PDF)
Single instruction, multiple threads
Single_instruction,_multiple_threads
Parallel computing platform and programming model
CUDA (Compute Unified Device Architecture) is a proprietary parallel computing platform and application programming interface (API) developed by the American
CUDA
Low-level parallel thread execution virtual machine and instruction set architecture
Device Architecture (CUDA) programming environment. The LLVM-based Nvidia CUDA Compiler (NVCC) translates code written in OpenCL C and CUDA C/C++ into PTX instructions
Parallel_Thread_Execution
Component of a computer process
explicitly "shared" between threads. In Tcl each thread has one or more interpreters. In programming models such as CUDA designed for data parallel computation
Thread_(computing)
GPU microarchitecture designed by Nvidia
TMA is exposed through cuda::memcpy_async. When parallelizing applications, developers can use thread block clusters. Thread blocks may perform atomics in
Hopper_(microarchitecture)
American multinational technology company
over a billion dollars to develop CUDA, a software platform and API that enabled GPUs to run massively parallel programs for a broad range of compute-intensive
Nvidia
Programming paradigm in which many processes are executed simultaneously
with both Nvidia and AMD releasing programming environments with CUDA and Stream SDK respectively. Other GPU programming languages include BrookGPU, PeakStream
Parallel_computing
GPU microarchitecture by Nvidia
composed of 32 CUDA cores (see Streaming Multiprocessor and CUDA core sections). GigaThread global scheduler: distributes thread blocks to SM thread schedulers
Fermi_(microarchitecture)
Set of computers configured in a distributed computing system
several nodes. Automatic parallelization of programs remains a technical challenge, but parallel programming models can be used to effectuate a higher degree
Computer_cluster
Numerical programming library for the Python programming language
drop-in replacement to run NumPy/SciPy code on GPU. CuPy supports Nvidia CUDA GPU platform, and AMD ROCm GPU platform starting in v9.0. CuPy has been initially
CuPy
Computer vision library
the programming language C++, as is its primary interface. There are language bindings in Python, Java, and MATLAB/Octave. The application programming interface
OpenCV
Message-passing system for parallel computers
parallel message passing. Threaded shared-memory programming models (such as Pthreads and OpenMP) and message-passing programming (MPI/PVM) can be considered
Message_Passing_Interface
Use of a GPU for computations typically assigned to CPUs
Nvidia CUDA. Nvidia launched CUDA in 2006, a software development kit (SDK) and application programming interface (API) that allows using the programming language
General-purpose computing on graphics processing units
General-purpose_computing_on_graphics_processing_units
GPU microarchitecture by Nvidia
enabling more flexibility in programming for Kepler GPUs. Finally with the performance aim, additional execution resources (more CUDA cores, registers and cache)
Kepler_(microarchitecture)
Parallelization across multiple processors in parallel computing environments
computational units for general purpose processing. Threading Building Blocks and RaftLib: Both open source programming environments that enable mixed data/task
Data_parallelism
Open standard for parallel computing
other GPU computing stacks: CUDA by Nvidia and ROCm by AMD. The oneAPI specification extends existing developer programming models to enable multiple hardware
OneAPI_(compute_acceleration)
GPU microarchitecture by Nvidia
Instruction-level and thread-level preemption. Architectural improvements of the GP104 architecture include the following: CUDA Compute Capability 6.1
Pascal_(microarchitecture)
common C++ interface over various parallel programming models, including OpenMP, POSIX Threads, and CUDA. Most Trilinos packages are written in C++.
Trilinos
Specialized electronic circuit that accelerates graphics
Parallel Programming with CUDA on Manycore GPUs". YouTube. Archived from the original on 2016-10-11. Harding, S.; Banzhaf, W. "Fast genetic programming on GPUs"
Graphics_processing_unit
Programming language
following: Programming language — artificial language designed to communicate instructions to a machine, particularly a computer. Programming languages
Outline of the C++ programming language
Outline_of_the_C++_programming_language
Specialized computer hardware
conditional branching, especially on large amounts of data. This is how Nvidia's CUDA line of GPUs are implemented. As device mobility has increased, new metrics
Hardware_acceleration
Software library for LLM inference
targets, including x86, ARM, Metal, BLAS, BLIS, zDNN, ZenDNN, SYCL, MUSA, CUDA, HIP, CANN, OpenCL, RPC and Vulkan (version 1.2 or greater). These back-ends
Llama.cpp
Open standard for programming heterogenous computing systems, such as CPUs or GPUs
(based on C99) for programming these devices and application programming interfaces (APIs) to control the platform and execute programs on the compute devices
OpenCL
Parallel programming model
high-level parallel programming model for parallel and distributed computing. Algorithmic skeletons take advantage of common programming patterns to hide
Algorithmic_skeleton
Microprocessor with more than one processing unit
PARSEC, and COSMIC for heterogeneous systems. CPU shielding CUDA GPGPU Hyper-threading Manycore processor Multicore Association Multiprocessor system
Multi-core_processor
Realtime physics engine software
dedicated PhysX cards have been discontinued in favor of the API being run on CUDA-enabled GeForce GPUs. In both cases, hardware acceleration allowed for the
PhysX
Digital processing technique
"Introduction to Parallel Programming With CUDA | Udacity." Introduction to Parallel Programming With CUDA | Udacity. Accessed December 07, 2016
Parallel multidimensional digital signal processing
Parallel_multidimensional_digital_signal_processing
Computer programming paradigm
objects of computation. Stream processing encompasses dataflow programming, reactive programming, and distributed data processing. Stream processing systems
Stream_processing
Type of parallel processing
CDNA, with a layer of single instruction, multiple threads (SIMT) above. On the other hand, Nvidia's CUDA architectures use scalar cores with SIMT. Philips
Single instruction, multiple data
Single_instruction,_multiple_data
CFD HIP, CUDA-to-portable C++ compiler LAMMPS MDT (Microstructure Diffusion Toolbox): MRI analysis in Python and OpenCL MOT (Multi-threaded Optimization
List_of_OpenCL_applications
Abstraction of parallel computer architecture
shared memory, which many parallel programming languages and libraries, such as Cilk, OpenMP and Threading Building Blocks, are designed to exploit. In a
Parallel_programming_model
Computing system
must currently be done with OpenCL or CUDA). CUDA and OpenCL as well as most other fairly advanced programming languages can use HSA to increase their
Heterogeneous System Architecture
Heterogeneous_System_Architecture
Technology for the production of textiles
18: 3–20. doi:10.1525/mua.1994.18.1.3. "Parallel Thread Execution ISA Version 6.0". Developer Zone: CUDA Toolkit Documentation. NVIDIA Corporation. 22 September
Weaving
API for graph data and graph operations
implementations be thread-safe. The following is a GraphBLAS 2.1-compliant example of a breadth-first search in the C programming language. #include <stdlib
GraphBLAS
Series of microarchitectures and instruction set architecture by AMD
Initiative, which aims to enable the porting of CUDA-based applications to a common C++ programming model. At the Super Computing 15 event, AMD displayed
Graphics_Core_Next
Use of widely distributed computer resources to reach a common goal
differences between programming for a supercomputer and programming for a grid computing system. It can be costly and difficult to write programs that can run
Grid_computing
High-speed internal memory for storage
functions. NVIDIA's 8800 GPU running under CUDA provides 16 KB of scratchpad (NVIDIA calls it Shared Memory) per thread-bundle when being used for GPGPU tasks
Scratchpad_memory
Network packet distribution with multiple cores
checkpointing Programming Stream processing Dataflow programming Models Implicit parallelism Explicit parallelism Concurrency Non-blocking algorithm Hardware
Multi-core network packet steering
Multi-core_network_packet_steering
PMID 24717095. Liu, Y.; Schmidt, B.; Maskell, D. L. (2012). "CUSHAW: a CUDA compatible short read aligner to large genomes based on the Burrows–Wheeler
List of sequence alignment software
List_of_sequence_alignment_software
Advisor optimizes vectorization (use of SIMD instructions) and prototypes threading implementations. Intel Inspector detects and debugs races, deadlocks and
List of performance analysis tools
List_of_performance_analysis_tools
Classification of computer architectures
C-21 (9): 948–960. doi:10.1109/TC.1972.5009071. "NVIDIA's Next Generation CUDA Compute Architecture: Fermi" (PDF). Nvidia. Cragon, Harvey G. (1984-05-21)
Flynn's_taxonomy
Pseudorandom number generator
Add-on implementations are provided in many program libraries, including the Boost C++ Libraries, the CUDA Library, and the NAG Numerical Library. The
Mersenne_Twister
Free virtualization and emulation software
with hard disk and CD-ROM support. NE2000 PCI adapter Non-volatile RAM VIA-CUDA with ADB keyboard and mouse. OpenBIOS is used as the firmware. QEMU emulates
QEMU
Reciprocating internal combustion engine
models, the same configuration was used by Plymouth for its Trans-Am AAR 'Cuda, called just the "340-6" or "six barrel". This race-oriented version of the
Chrysler_LA_engine
Supercomputer at the University of Illinois Urbana-Champaign, United States
checkpointing Programming Stream processing Dataflow programming Models Implicit parallelism Explicit parallelism Concurrency Non-blocking algorithm Hardware
Blue_Waters
Motor vehicle
small block casting. Other performance upgrades included solid lifters, much stronger 4-bolt rather than 2-bolt main crankshaft bearings, threaded rather
Boss_302_Mustang
2015 Microsoft operating system version
achieved through low-level programming, which allow developers to use resources more efficiently and reduce single-threaded CPU bottlenecking caused by
Windows_10
2009 operating system version
efficiently use these cores for parallel programming. Grand Central Dispatch abstracts the notion of threads away, and instead provides developers with
Mac_OS_X_Snow_Leopard
Type of feedforward neural network
backpropagation. These symbolic expressions are automatically compiled to CUDA code for a fast, on-the-GPU implementation. Torch: A scientific computing
Convolutional_neural_network
Image compression standard and coding system
JPEG 2000 Part 1 (Core) jp2 File Format and JPEG 2000 Part 1, Core Coding System from Library of Congress nvJPEG2000 – Nvidia's CUDA decoder and encoder
JPEG_2000
Chinese multinational technology company
Neural Networks (CANN) software ecosystem, which is a competitor to Nvidia's CUDA ecosystem. In 2020 Huawei launched browser, which was released in over 170
Huawei
its syntax (application programming interface (API) is similar to MATLAB. Clojure with numeric libraries Neanderthal, ClojureCUDA, and ClojureCL to call
List of numerical-analysis software
List_of_numerical-analysis_software
Distributed computing project simulating protein folding
GPU1, GPU2 was more scientifically reliable and productive, ran on ATI and CUDA-enabled Nvidia GPUs, and supported more advanced algorithms, larger proteins
Folding@home
American research center, 1985–1995
been programmed primarily in the specialized CUDA language. The new methods showed that high-level programming of GPUs was not only feasible for classical
University of Illinois Center for Supercomputing Research and Development
University_of_Illinois_Center_for_Supercomputing_Research_and_Development
Producing images of 3D scenes
all threads in the group need to run particular blocks of code (due to conditions) then some threads will be idle, or the results of their computations
Rendering_(computer_graphics)
Number of transistors in a device
2022. Retrieved March 23, 2022. "NVIDIA details AD102 GPU, up to 18432 CUDA cores, 76.3B transistors and 608 mm2". VideoCardz. September 20, 2022. "NVIDIA
Transistor_count
Open-source Java software game library
in 2002 with the release of J2SE 1.4, making use of the newly-added non-blocking I/O operations and off-heap memory access. These additions to the JDK allowed
LWJGL
Yes Yes Yes threads: Supports multithreading Using OpenMP, RAJA, or OCCA backends Threading Build Blocks threadsafe, some modules threaded and vectorized
List of finite element software packages
List_of_finite_element_software_packages
Health control procedure against COVID-19
cotton quilt (120 thread per inch), bonded copy paper, flannel, and a chiffon or silk hybrid with cotton are over 90% effective at blocking particles the
Face masks during the COVID-19 pandemic
Face_masks_during_the_COVID-19_pandemic
6, 2019). "How The Bravest Knight is turning the tide for LGBTQ kids programming". EW. Archived from the original on June 5, 2020. Retrieved February
List of gay characters in animation
List_of_gay_characters_in_animation
THREAD BLOCK-CUDA-PROGRAMMING
THREAD BLOCK-CUDA-PROGRAMMING
Female
Spanish
 Pet form of Spanish Theresa, THERA means "harvester." Compare with another form of Thera.
Surname or Lastname
English
English : of uncertain origin; possibly a nickname for someone with thick curly hair, from Old French floc ‘stable of wool’. Alternatively, it may be a metonymic occupational name for a shepherd, from Old English flocc ‘herd’, ‘company’.German : unexplained.German (Flöck) : variant of Flück (see Fluck), or from a pet form of a personal name formed with Old Saxon flÅd ‘flood’.
Female
English
Pet form of English Theodora, THEDA means "gift of God."
Male
English
Surname transferred to forename use, derived from Old English brocc BROCK means "badger."
Surname or Lastname
English, Scottish, and North German
English, Scottish, and North German : variant of Brook.English, Scottish, and Scandinavian : nickname for a person supposedly resembling a badger, Middle English broc(k) (Old English brocc) and Danish brok (a word of Celtic origin; compare Welsh broch, Cornish brogh, Irish broc). In the Middle Ages badgers were regarded as unpleasant creatures.English : nickname from Old French broque, brock ‘young stag’.Dutch : from a personal name, a short form of Brockaert .South German : nickname for a stout and strong man from Middle High German brocke ‘lump’, ‘piece’.Jewish (Ashkenazic) : probably an acronymic family name from Jewish Aramaic bar- or Hebrew ben- ‘son of’, and the first letter of each part of a Yiddish double male personal name. Compare Brill.Jewish (from Poland) : habitational name from Brok, a place in Poland.
Surname or Lastname
German and Dutch
German and Dutch : from Middle High German bloch, Middle Dutch blok ‘block of wood’, ‘stocks’. The surname probably originated as a nickname for a large, lumpish man, or perhaps as a nickname for a persistent lawbreaker who found himself often in the stocks.English : possibly a metonymic occupational name for someone who blocks, as in shoemaking and bookbinding, from Middle English blok ‘block’.Jewish (Ashkenazic) : Americanized spelling of Bloch (see Vlach).Adriaen Coertsz Block was a Dutch-born merchant-explorer who traded along the CT coast and Long Island shortly after Hudson’s voyage to the region in 1609. Block Island, between the north fork of Long Island and RI, which he used as a base of operations, is named after him.
Surname or Lastname
English
English : metonymic occupational name for a locksmith, from Middle English, Old English loc ‘lock’, ‘fastening’.English : topographic name for someone who lived near an enclosure, a place that could be locked, Middle English loke, Old English loca (a derivative of loc as in 1). Middle English loke also came to be used to denote a barrier, in particular a barrier on a river which could be opened and closed at will, and, by extension, a bridge. The surname may thus also have been a metonymic occupational name for a lock-keeper.English, Dutch, and German : nickname for a person with fine hair, or curly hair, from Middle English loc, Middle High German lock(e) ‘lock (of hair)’, ‘curl’.Americanized spelling of German Loch.
Surname or Lastname
English
English : variant spelling of Read.
Boy/Male
American, Australian, British, Chinese, Christian, English, German, Indian, Irish
Stream; Badger
Boy/Male
Arabic, Australian, Muslim, Netherlands, Russian, Zoroastrian
Supreme; He who is Praised; Variant of Juda
Surname or Lastname
English
English : unexplained; possibly from Middle English bleik, blek(e) ‘pallid’, ‘sallow’ (from Old Norse bleikr ‘pale’) with alteration of the vowel, although Reaney suggests it may be a nickname derived from Middle English blikie(n) ‘to shine or gleam’ (from Old English blīcian).Jewish (Ashkenazic) : origin uncertain; possibly from German Blick or Yiddish blik ‘glance’, ‘look’, and based on some now irrecoverable anecdote.German : Prussian variant of Blek, a nickname from Middle High German blic ‘shine’.German : short form of the Low German occupational name Blickslager ‘tinsmith’. Compare Bleck.German : from a short form of the Germanic personal name Bligger, Blickhart, based on blic ‘gleam’, ‘shine’, later ‘pale’.
Surname or Lastname
German
German : nickname for a man with some fancied resemblance to a he-goat, Middle High German boc, or a habitational name from a house distinguished by the sign of a goat.Altered spelling of German Böck (see Boeck) or Bach.Jewish (Ashkenazic) : ornamental name from German Bock ‘he-goat’.English : variant of Buck.
Boy/Male
English
Dark.
Male
English
Variant spelling of English Judah, JUDA means "praised."Â
Boy/Male
German American English
Surname or Lastname
English
English : from the personal name Cudd, a short form of Cudbert (see Cuthbert).
Surname or Lastname
Scottish and English
Scottish and English : from Middle English blak(e) ‘black’ (Old English blæc, blaca), a nickname given from the earliest times to a swarthy or dark-haired man.Scottish and English : from Old English blÄc ‘pale’, ‘fair’, i.e. precisely the opposite meaning to 1, and a variant of Blake 2. Blake and Black are found more or less interchangeably in several surnames and place names.English : variant of Blanc as a Norman name. The pronunciation of the nasalized vowel gave considerable difficulty to English speakers, and its quality was often ignored.Scottish and Irish : translation of various names from Gaelic dubh ‘black’ (see Duff).Danish and Swedish : generally, probably the English and Scottish name, but in some cases perhaps a variant spelling of Blak, a nickname from blak ‘black’.In some cases, a translation of various names meaning ‘black’, for example German and Jewish Schwarz.
Female
Swedish
Swedish form of Old Norse Auðr, AUDA means "deeply rich."
Surname or Lastname
English
English : topographic name for someone who lived on a small plot of land, from Middle English plocke ‘small piece of ground’.Americanized spelling of German Ploch.Variant of German Block.
Boy/Male
American, Anglo, British, English
Dark; Dark Skinned
THREAD BLOCK-CUDA-PROGRAMMING
THREAD BLOCK-CUDA-PROGRAMMING
Boy/Male
Muslim
Intelligent
Male
English
Strong and Unique
Boy/Male
Tamil
Boy/Male
Hindu, Indian, Traditional
Name of a King
Male
Native American
Native American Mapuche name AUCAMAN means "wild condor."
Boy/Male
Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Punjabi, Sanskrit, Sikh
Lord of the Ocean
Boy/Male
Tamil
Boy/Male
Hindu, Indian, Traditional
The Omnipresent in the World
Girl/Female
Spanish
Grace. favor.
Girl/Female
Greek
Sweet-spoken.
THREAD BLOCK-CUDA-PROGRAMMING
THREAD BLOCK-CUDA-PROGRAMMING
THREAD BLOCK-CUDA-PROGRAMMING
THREAD BLOCK-CUDA-PROGRAMMING
THREAD BLOCK-CUDA-PROGRAMMING
v. t.
To flock to; to crowd.
v. t.
To utter in the throat; to mutter; as, to throat threats.
v. t.
To form a thread, or spiral rib, on or in; as, to thread a screw or nut.
n.
Thread; continuous line.
n.
The striking of a clock.
v. t.
To draw or take out a thread from; as, to unthread a needle.
a.
Containing, or consisting of, thread.
n.
A black pigment or dye.
v. t.
To lock, or fasten as with a lock.
a.
Made of thread; as, threaden sails; a threaden fillet.
v. t.
Any obstruction, or cause of obstruction; a stop; a hindrance; an obstacle; as, a block in the way.
v. t.
To pass a thread through the eye of; as, to thread a needle.
v. t.
A section of a railroad where the block system is used. See Block system, below.
n.
To shape on, or stamp with, a block; as, to block a hat.
n.
A black garment or dress; as, she wears black
a.
Not read or perused; as, an unread book.
v. t.
A piece of wood more or less bulky; a solid mass of wood, stone, etc., usually with one or more plane, or approximately plane, faces; as, a block on which a butcher chops his meat; a block by which to mount a horse; children's playing blocks, etc.
imp. & p. p.
of Thread
a.
Like thread or filaments; slender; as, the thready roots of a shrub.