EDMDPMSolverMultistepScheduler
EDMDPMSolverMultistepScheduler
is a Karras formulation of DPMSolverMultistepScheduler
, a multistep scheduler from DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps and DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models by Cheng Lu, Yuhao Zhou, Fan Bao, Jianfei Chen, Chongxuan Li, and Jun Zhu.
DPMSolver (and the improved version DPMSolver++) is a fast dedicated high-order solver for diffusion ODEs with convergence order guarantee. Empirically, DPMSolver sampling with only 20 steps can generate high-quality samples, and it can generate quite good samples even in 10 steps.
EDMDPMSolverMultistepScheduler
[[autodoc]] EDMDPMSolverMultistepScheduler
SchedulerOutput
[[autodoc]] schedulers.scheduling_utils.SchedulerOutput