Hydra has some overlap with what MLFlow is already doing, but I am sure MLFlow can benefit from configuration composition.
Another way to look at it is:
What kind of Hydra plugins can be backed by MLFlow.
for example, remote launching to any cloud can be implemented as a Hydra Launcher plugin.
Currently the included launcher plugin is trivial (local execution), and the more interesting launchers to launch remotely are not open sourced as hey rely on internal FB infrastructure. Supporting the major cloud providers in Hydra through plugins is definitely something I would like to see.
Hydra has some overlap with what MLFlow is already doing, but I am sure MLFlow can benefit from configuration composition.
Another way to look at it is: What kind of Hydra plugins can be backed by MLFlow. for example, remote launching to any cloud can be implemented as a Hydra Launcher plugin. Currently the included launcher plugin is trivial (local execution), and the more interesting launchers to launch remotely are not open sourced as hey rely on internal FB infrastructure. Supporting the major cloud providers in Hydra through plugins is definitely something I would like to see.