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When resuming an experiment, all the previous HP are loaded by pytorch lightning. This means that, if patience or max_epoch are changed in the config file, this is ignored.

Add profiler for GPU/CPU usage with flag for activation

See: https://github.com/PyTorchLightning/pytorch-lightning/pull/7357

enhancement

Currently, code coverage is being computed and logged but no action is taken if coverage decreases.

enhancement