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Video: Profiling Python Workloads with Intel VTune Amplifier

Paulius Velesko from Intel

In this video from the ALCF Many-Core Developer Sessions, Paulius Velesko from Intel presents: Profiling Python Workloads with Intel VTune Amplifier.

This talk covers efficient profiling techniques that can help to dramatically improve the performance of code by identifying CPU and memory bottlenecks. Efficient profiling techniques can help dramatically improve the performance of code by identifying CPU and memory bottlenecks. We will demonstrate how to profile a Python application using Intel VTune Amplifier, a full-featured profiling tool.

Paulius Velesko, an Intel Application Engineer, demonstrates how to leverage VTune’s time sampling and hardware counter analysis on cases such as a pure Python application and a Python application calling C or Fortran routines (which may be either user-written or in third-party libraries).

About ALCF Many-Core Developer Sessions:

This webinar series is aimed at increasing the dialogue between ALCF users and the developers of many-core systems and software. Attendees are encouraged to bring any questions related to the ALCF’s Theta system and/or the Intel Xeon Phi technology.

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