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The SamplerDPMPP_SDE node creates a DPM++ SDE (Stochastic Differential Equation) sampler for use in the sampling process. This sampler provides a stochastic sampling method with configurable noise parameters and device selection. It returns a sampler object that can be used in the sampling pipeline.

Inputs

ParameterData TypeRequiredRangeDescription
etaFLOATYes0.0 - 100.0Controls the stochasticity of the sampling process (default: 1.0)
s_noiseFLOATYes0.0 - 100.0Controls the amount of noise added during sampling (default: 1.0)
rFLOATYes0.0 - 100.0A parameter that influences the sampling behavior (default: 0.5)
noise_deviceCOMBOYes”gpu"
"cpu”
Selects the device where noise calculations are performed

Outputs

Output NameData TypeDescription
samplerSAMPLERReturns a configured DPM++ SDE sampler object for use in sampling pipelines