dc.contributor.author
Berger, Emery
dc.date.accessioned
2026-01-09T02:05:22Z
dc.date.available
2026-01-09T02:05:22Z
dc.date.issued
2022-10-18
dc.identifier
Berger, E. Python performance matters. A: Severo Ochoa Research Seminars at BSC. «8th Severo Ochoa Research Seminar Lectures at BSC, Barcelona, 2022-23». Barcelona: Barcelona Supercomputing Center, 2022, p. 21-22.
dc.identifier
https://hdl.handle.net/2117/449819
dc.identifier.uri
http://hdl.handle.net/2117/449819
dc.description.abstract
It's 2022. Moore's Law and Dennard scaling have run out of
steam, making it harder than ever to achieve high performance
- especially in Python. This talk first explains in detail the
unique challenges that Python poses to programmers. It then
presents Scalene, a novel high-performance CPU, GPU and
memory profiler for Python that does many things that past
Python profilers do not and cannot do. Scalene both runs orders
of magnitude faster than other profilers while delivering more
accurate and more actionable information that's especially
valuable to Python programmers.
dc.format
application/pdf
dc.publisher
Barcelona Supercomputing Center
dc.rights
http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights
Attribution-NonCommercial-NoDerivatives 4.0 International
dc.subject
Àrees temàtiques de la UPC::Informàtica::Arquitectura de computadors
dc.subject
High performance computing
dc.subject
Càlcul intensiu (Informàtica)
dc.title
Python performance matters
dc.type
Conference report
