SIMD within a register (SWAR)

E723422

SIMD within a register (SWAR) is a technique that exploits standard CPU registers and instructions to perform parallel operations on multiple smaller data elements packed into a single register, enabling data-level parallelism without dedicated vector hardware.

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Label Occurrences
SIMD within a register (SWAR) canonical 1

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Statements (45)

Predicate Object
instanceOf bit-level parallelism technique
data-level parallelism technique
parallel computing technique
aimsTo exploit unused bit-level parallelism in machine words
canBeCombinedWith instruction-level parallelism
loop unrolling
canBeEmulatedOn scalar processors
canBeUsedOn CPUs without explicit SIMD instruction sets
general-purpose registers of many architectures
canImprove throughput of data-parallel workloads
canReduce number of instructions per processed element
contrastsWith traditional vector SIMD with dedicated vector registers
doesNotRequire dedicated vector hardware
enables data-level parallelism
expandsTo Single Instruction, Multiple Data within a register
hasAbbreviation SWAR
influenced design of multimedia instruction set extensions
isImplementedBy packing multiple values into general-purpose registers
using shifts and masks
using word-level arithmetic operations
using word-level logical operations
isLimitedBy complexity of packing and unpacking data
instruction set expressiveness
register width
isRelatedTo packed data types
subword parallelism
isTypeOf SIMD
isUsedFor cryptographic primitives
multimedia processing
parallel arithmetic on small integers
parallel bitwise operations
parallel character processing
parallel comparisons
parallel pixel operations
population count–like operations
string processing
isUsedIn high-performance software libraries
performance-critical inner loops
operatesOn multiple smaller data elements packed into a single register
precedes dedicated SIMD extensions such as MMX and SSE conceptually
requires avoidance of cross-field carries when needed
careful layout of packed data fields
targets fine-grained parallelism within machine words
uses standard CPU instructions
standard CPU registers

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Referenced by (1)

Full triples — surface form annotated when it differs from this entity's canonical label.

P (packed-SIMD extension) relatedConcept SIMD within a register (SWAR)