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Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.

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Updates the requirements on [pytest-cov](https://github.com/pytest-dev/pytest-cov) to permit the latest version. Changelog Sourced from pytest-cov's changelog. 5.0.0 (2024-03-24) Removed support for xdist rsync (now deprecated). Contributed by Matthias Reichenbach in [#623](https://github.com/pytest-dev/pytest-cov/issues/623)...

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Closes #875 ---- By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

Thank you very much for developing syne-tune.I have beening using `benchmarking` recently and found it very useful. But I found a small error or misunderstanding,as follow: https://github.com/syne-tune/syne-tune/blob/c535055627829c6b80b7442861963f8b413bb22e/benchmarking/training_scripts/resnet_cifar10/resnet_cifar10.py#L121 `valid_accuracy = correct...