November 2016
Intermediate to advanced
697 pages
14h 44m
English
Content preview from Julia: High Performance ProgrammingBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Inlining
As we've mentioned before, Julia code consists of many small functions. Unlike most other language implementations, some of the core primitives in the base library are also implemented in Julia. This means that the function call overhead has the potential to be a bottleneck in a Julia program. This is mitigated using some aggressive inlining performed by the Julia compiler.
Inlining is an optimization performed by a compiler, where the contents of a function or method is inserted directly into the body of the caller of that function. Thus, instead of making a function call, execution continues directly by executing the operations of the callee within the caller's body.
In addition, many compiler optimization techniques work within the body ...
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