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Profiling Python Code In Jupyter Cheat Sheet by

Profiling Python Code In Jupyter

CPU Determ­inistic Profilers- Program level

CPU Determ­inistic Profil­ers­ - ­Fun­ction level

CPU Determ­inistic Profil­ers -  Line level


Memory Determ­inistic Profiler- Program Level

Memory Determ­inistic Profil­er ­- F­unction level

Memory Profiler- Determ­inistic Line Level


Profilers Visual­izers

CPU Statis­tical Profil­ers -  Line level


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

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