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Loop fission and fusion

Loop fission (or loop distribution) is a compiler optimization in which a loop is broken into multiple loops over the same index range with each taking only a part of the original loop's body. The goal is to break down a large loop body into smaller ones to achieve better utilization of locality of reference. This optimization is most efficient in…

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Fusion

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Loop fission and fusion

Nodes17
Edges16
Triples4
Avg. degree1.88
Density0.117647
Components1

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Important terminology

loop fusion optimization loops compiler fission remove allocations multiple body locality one data single temporary example processor languages operations arrays

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SubjectPredicateObjectConfidenceSrc
Julia when doing elementwise operations on arraysinstance ofwhich can lead to huge performance gains in numerical computing languages0.80text
Julia might have the concept of loop fusion built into it at a high levelinstance ofthis loop fusion and redundant allocation removal does not occur - even on the highest optimization level.Some languages specifically targeted towards numerical computing0.80text
where the compiler will notice adjacent elementwise operationsinstance ofthis loop fusion and redundant allocation removal does not occur - even on the highest optimization level.Some languages specifically targeted towards numerical computing0.80text
fuse them into a single loopinstance ofthis loop fusion and redundant allocation removal does not occur - even on the highest optimization level.Some languages specifically targeted towards numerical computing0.80text

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