Sampler DPMPP_2M_SDE

Sampler DPMPP_2M_SDE

Documentation

  • Class name: SamplerDPMPP_2M_SDE
  • Category: sampling/custom_sampling/samplers
  • Output node: False

This node is designed to generate a sampler for the DPMPP_2M_SDE model, allowing for the creation of samples based on specified solver types, noise levels, and computational device preferences. It abstracts the complexities of sampler configuration, providing a streamlined interface for generating samples with customized settings.

Input types

ParameterComfy dtypeDescription
solver_typeCOMBO[STRING]Specifies the solver type to be used in the sampling process, offering options between 'midpoint' and 'heun'. This choice influences the numerical integration method applied during sampling.
etaFLOATDetermines the step size in the numerical integration, affecting the granularity of the sampling process. A higher value indicates a larger step size.
s_noiseFLOATControls the level of noise introduced during the sampling process, influencing the variability of the generated samples.
noise_deviceCOMBO[STRING]Indicates the computational device ('gpu' or 'cpu') on which the noise generation process is executed, affecting performance and efficiency.

Output types

ParameterComfy dtypeDescription
samplerSAMPLERThe output is a sampler configured according to the specified parameters, ready for generating samples.