Optimization Loop for FDM Experiments :alembic:. Closes #95

symbench / symbench-athens-client

Python client for Symbench's UAV workflow runs.

Apache License 2.0

0 stars 2 forks source link

Closed umesh-timalsina closed 2 years ago

umesh-timalsina commented 3 years ago

Taking what @volgy has done, we need to add the following capability:

[x] By the use of multi-processing pool, we need to parallelize and collect metrics on these

umesh-timalsina commented 3 years ago

There are couple of other optimization points that could help speed this up even more:

mainly the search criterion should be very greedy IMO. If you don't achieve a trim state at a given speed, you might not receive a trim state for a speed higher than that?
Reduce the number of I/O file operations. This might speed up everything significantly. (This is better suited in a different PR)

volgy commented 3 years ago

It is pretty hard to stop the multiprocess evaluation (CTRL-C). I

volgy commented 3 years ago

[ ] Progress bar: during the run the most important information can be better understood by opening the CSV. So, instead of the log messages (unless -v is given) it would be much more helpful to show a progress bar while the optimizer is running.
[ ] Sorting parameters and requirements by name for the CSV header (deterministic output)