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.

All labels observed (1)

Label Occurrences
SIMD within a register (SWAR) canonical 1

How this entity was disambiguated

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 ⓘ

How these facts were elicited

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) ⓘ