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Use custom random number generator for optimizers. #9

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Rizhiy opened this issue Jun 9, 2022 · 0 comments · Fixed by #12
Closed

Use custom random number generator for optimizers. #9

Rizhiy opened this issue Jun 9, 2022 · 0 comments · Fixed by #12

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@Rizhiy
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Rizhiy commented Jun 9, 2022 •
edited

As part of my function (checking hyperparameters for NN training) I need to reset all global random number generators in python, which leads to optimizers suggesting the same value on subsequent passes.

Would be great if optimizers used their own generators.

I might create a PR in the future.
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feat(rng): Add custom RNG to use in the project Rizhiy/benderopt
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@Rizhiy