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Name: Numba Python bytecode to LLVM translator
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Author(s):	Travis Oliphant, Jon Riehl
Location	106
Date	jul Wed 18	Days Raw Files
Start	09:55	First Raw Start	10:03
Duration	20:00	Offset	0:08:14
End	10:15	Last Raw End	10:31
Chapters	00:00 0:25:17
Total cuts_time	25 min.

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Description:	Numba is a Python bytecode to LLVM translator that allows creation of fast, machine code from Python functions. The Low Level Virtual Machine (LLVM) project is rapidly becoming a hardware-industry standard for the intermediate representation (IR) of compiled codes. Numba's high-level translator to the LLVM IR provides Python the ability to take advantage of the machine code generated by the hardware manufacturers contributions to LLVM. Numba translates a Python function comprised of a subset of Python syntax to machine code using simple type inference and the creation of multiple machine-code versions. In this talk, I will describe the design of Numba, illustrate its applications to multiple domains and discuss the enhancements to NumPy and SciPy that can benefit from this tool. markdown
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