master-3a25179

feat: add DPM2 and DPM++(2s) a samplers (#56)

* Add DPM2 sampler.

* Add DPM++ (2s) a sampler.

* Update README.md with added samplers

---------

Co-authored-by: leejet <[email protected]>

master-b6899e8

feat: add Euler, Heun and DPM++ (2M) samplers (#50)

* Add Euler sampler

* Add Heun sampler

* Add DPM++ (2M) sampler

* Add modified DPM++ (2M) "v2" sampler.

This was proposed in a issue discussion of the stable diffusion webui,
at https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/8457
and apparently works around overstepping of the DPM++ (2M) method with
small step counts.

The parameter is called dpmpp2mv2 here.

* match code style

---------

Co-authored-by: Urs Ganse <[email protected]>
Co-authored-by: leejet <[email protected]>

master-968fbf0

feat: add option to switch the sigma schedule (#51)

Concretely, this allows switching to the "Karras" schedule from the
Karras et al 2022 paper, equivalent to the samplers marked as "Karras"
in the AUTOMATIC1111 WebUI. This choice is in principle orthogonal to
the sampler choice and can be given independently.

master-b85b236

feat: set default rng to cuda

master-e5a7aec

feat: add CUDA RNG

master-b247581

fix: insufficient memory error on macOS

master-7620b92

use new graph api to avoid stack overflow on msvc

master-4584286

fix: seed should be 64 bit

master-3ffffa6

fix: do not check weights of open clip last layer

master-31e77e1

feat: add SD2.x support (#40)