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Robadob committed Mar 7, 2024
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Expand Up @@ -175,7 +175,7 @@ By highlighting individual functions calls, patterns relating to how performance
[`viztracer`](https://viztracer.readthedocs.io/en/latest/) is an example of a timeline profiler for Python, however we won't be demonstrating timeline profiling on this course.


![An example timeline visualisation provided by `viztracer`/`vizviewer`.](fig/viztracer-example.png){alt="A viztracer timeline of the execution of the Pred-Prey exercise from later in the course. There is a shallow repeating pattern on the left side which corresponds to model steps, the right side instead has a range of 'icicles' which correspond to the deep call hierarchies of matplotlib generating a graph."}
![An example timeline visualisation provided by `viztracer`/`vizviewer`.](episodes/fig/viztracer-example.png){alt="A viztracer timeline of the execution of the Pred-Prey exercise from later in the course. There is a shallow repeating pattern on the left side which corresponds to model steps, the right side instead has a range of 'icicles' which correspond to the deep call hierarchies of matplotlib generating a graph."}

### Hardware Metric Profiling

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