Aug 27, 2025 · Forum For Pyro Developers

Jun 9, 2022 · But when I include the statements, the model runs into issues because I believe the self.cuda () I’m using is not putting the Pyro parameters on the GPU. So, my question is, what is the …

Apr 13, 2020 · 要做一些高斯过程相关的研究，刚接触pyro， 浏览了你的Introduction部分，能在翻译原教程的基础上加入概率图和重点提炼等以帮助理解，着实不错，当然这也是我个人觉得汉化教程最应该 …

Jul 26, 2021 · Hi everyone, I get an RuntimeError: Cannot find valid initial parameters. Please check your model again. and don’t quite know how to solve it. The model in question is quite simple: def …

Mar 28, 2023 · Given that the model runs perfectly on GPU when I remove self.len_train from pyro.plate, which describes that the inputed batch is a part of a longer dataset on length ‘len (train)’. What could …

Apr 22, 2022 · Hi I see that numpyro has an univariate truncatednormal distribution, any suggestions for most efficient way I might be able to implement it (or other single/double truncated distributions) …

Oct 25, 2023 · Hi everyone, I am very new to Numpyro and hierarchical modeling. Recently I have been trying to build a hierarchical model where I have a hyper-prior (theta_group) which should be …

Jan 31, 2018 · Hi there! This is my first time using Pyro so I am very excited to see what I can built with it.🙂 Specifically, I am trying to do finite Dirichlet Process clustering with Variational Inference. I want to …

Aug 16, 2018 · If I just use pyro.optim.Adam, svi.step works fine. I assume the “metrics” that are missing are what the scheduler uses to determine when to reduce the LR (because scheduler doesn’t have a …

Feb 21, 2022 · Hi All, What is the efficient and correct approach to save the SVI results in a file for: Load the file to draw samples from guide/model as the post-processing step. Continue training the model. …