Gridsearch has to work with residuals in work packages

mle-infrastructure / mle-toolbox

Lightweight Tool to Manage Distributed ML Experiments 🛠

https://mle-infrastructure.github.io/mle_toolbox/toolbox/

MIT License

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Gridsearch has to work with residuals in work packages #10

Closed RobertTLange closed 3 years ago

RobertTLange commented 3 years ago

Currently the grid search will only work if the total number of elements in the spanned space exactly divides by num_search_batches*num_iter_per_batch. But we want that the last batch iteration can be smaller/a residual of any size.

RobertTLange commented 3 years ago

Fixed in f851e611416918050341c3a87c8cc1ff06d41e3b - Now the final batch can have < num_evals_per_iter different runs.