Added sde schedulers.
Problem - they add random on each step, to get consistent image we need
to provide seed or generator.
I done it, but if you think that it better do in other way - feel free
to change.
Also made ancestral schedulers reproducible, this done same way as for
sde scheduler.
- Add graph builders for canvas txt2img & img2img - they are mostly copy and paste from the linear graph builders but different in a few ways that are very tricky to work around. Just made totally new functions for them.
- Canvas txt2img and img2img support ControlNet (not inpaint/outpaint). There's no way to determine in real-time which mode the canvas is in just yet, so we cannot disable the ControlNet UI when the mode will be inpaint/outpaint - it will always display. It's possible to determine this in near-real-time, will add this at some point.
- Canvas inpaint/outpaint migrated to use model loader, though inpaint/outpaint are still using the non-latents nodes.
Instead of manually creating every node and edge, we can simply copy/paste the base graph from node editor, then sub in parameters.
This is a much more intelligible process. We still need to handle seed, img2img fit and controlnet separately.
- Ports Schedulers to use IAIMantineSelect.
- Adds ability to favorite schedulers in Settings. Favorited schedulers
show up at the top of the list.
- Adds IAIMantineMultiSelect component.
- Change SettingsSchedulers component to use IAIMantineMultiSelect
instead of Chakra Menus.
- remove UI-specific state (the enabled schedulers) from redux, instead derive it in a selector
- simplify logic by putting schedulers in an object instead of an array
- rename `activeSchedulers` to `enabledSchedulers`
- remove need for `useEffect()` when `enabledSchedulers` changes by adding a listener for the `enabledSchedulersChanged` action/event to `generationSlice`
- increase type safety by making `enabledSchedulers` an array of `SchedulerParam`, which is created by the zod schema for scheduler
- `DiskImageStorage` and `DiskLatentsStorage` have now both been updated
to exclusively work with `Path` objects and not rely on the `os` lib to
handle pathing related functions.
- We now also validate the existence of the required image output
folders and latent output folders to ensure that the app does not break
in case the required folders get tampered with mid-session.
- Just overall general cleanup.
Tested it. Don't seem to be any thing breaking.
