Autoguide 3.0 Jun 2026

# 3. Run Inference svi = SVI(model, guide, numpyro.optim.Adam(step_size=0.01), Trace_ELBO()) svi.run(random.PRNGKey(0), 1000, data=my_data)

In the 3.0 ecosystem, AutoNormal replaces AutoDiagonalNormal as the recommended starting point. autoguide 3.0