Computation times#

03:26.346 total execution time for 8 files from auto_examples/sampling:

Example

Time

Mem (MB)

Building your diffusion posterior sampling method using SDEs (demo_diffusion_sde.py)

01:26.289

0.0

Using state-of-the-art diffusion models from HuggingFace Diffusers with DeepInverse (demo_diffusers.py)

00:33.033

0.0

Flow-Matching for posterior sampling and unconditional generation (demo_flow_matching.py)

00:31.143

0.0

Uncertainty quantification with PnP-ULA. (demo_sampling.py)

00:21.641

0.0

Image reconstruction with a diffusion model (demo_ddrm.py)

00:14.142

0.0

DPS – Posterior Sampling with Diffusion Models (demo_dps.py)

00:09.902

0.0

Implementing DiffPIR (demo_diffpir.py)

00:09.547

0.0

Building your custom MCMC sampling algorithm. (demo_custom_kernel.py)

00:00.649

0.0