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Profiling Python Code In Jupyter Cheat Sheet

A Programming › Python cheat sheet in English by Eyaltra

Profiling Python Code In Jupyter

Python Time Memory Performance Profiling Profiler
3,768 views 990 downloads 10 Oct 2020 History
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CPU Determ­inistic Profilers- Program level

CPU Deterministic Profilers- Program level

CPU Determ­inistic Profil­ers­ - ­Fun­ction level

CPU Deterministic Profilers - Function level

CPU Determ­inistic Profil­ers -  Line level

CPU Deterministic Profilers -  Line level

Memory Determ­inistic Profiler- Program Level

Memory Deterministic Profiler- Program Level

Memory Determ­inistic Profil­er ­- F­unction level

Memory Deterministic Profiler - Function level

Memory Profiler- Determ­inistic Line Level

Memory Profiler- Deterministic Line Level

Profilers Visual­izers

Profilers Visualizers

CPU Statis­tical Profil­ers -  Line level

CPU Statistical Profilers -  Line level

Tips

Tips
All profilers add overhead
Statis­tical Profilers add less overhead
Method level profiling is not always enough

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