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Enhance - benchmark the execution of the Optimizer #91

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4 tasks

sdiazpier opened this issue Sep 28, 2023 · 0 comments

Open

4 tasks

Enhance - benchmark the execution of the Optimizer #91

sdiazpier opened this issue Sep 28, 2023 · 0 comments

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enhancement Johannes' priority

sdiazpier commented Sep 28, 2023 •

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There might be some room for parallelization at the Optimizer's side

Identify a good optimizee which can be used for benchmarking all coptimizers and which can be scaled. Look at the frontiers branch for optimizees. A neural network would be ideal, maybe the ant colony or the mountain car.
Implement a benchmarking setup to compare compute and memory usage among all Optimizers
Identify the bottlenecks
Implement performance optimizations

sdiazpier added the enhancement label

sdiazpier assigned sdiazpier and d-todt and unassigned sdiazpier

sdiazpier added the Johannes' priority label

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