Pyro Discussion Forum
Jun 22, 2025 · Forum For Pyro Developers
大家一起来完善官方教程汉化版 - Pyro Discussion Forum
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 …
How to save the best model and guide during validation? - Pyro ...
Feb 5, 2019 · I created a deterministic convolutional neural network for classification, and then lifted it to a probabilistic network using pyro.random_module(). I further tuned the learning rate …
Properly using a Scheduler with an optimizer - Pyro Discussion …
Feb 13, 2019 · Ugh, seems like I usually figure out the answer to my question right after caving and posting to a forum about it. You have to provide an arg: ‘optimizer’ to the …
Cannot find valid initial parameters when using ... - Pyro …
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 …
How to speed up Predictive - numpyro - Pyro Discussion Forum
Sep 14, 2021 · Hi! I am using Predictive to predict Y for a given set of parameters. predictive = numpyro.infer.Predictive(model, samples, parallel=True) pred = predictive(rng_key, X=X, …
Mixture model with discrete data in Numpyro - Pyro Discussion …
Mar 6, 2024 · Hi. Apologies for the rather long post. I am trying to modify the code from the Gaussian mixture model tutorial (I have also pulled bits of code from various other posts on …
Moving MCMC from CPU to GPU - Pyro Discussion Forum
May 9, 2022 · Hi all, I’ve read a few posts on the forum about how to use GPU for MCMC: Transfer SVI, NUTS and MCMC to GPU (Cuda), How to move MCMC run on GPU to CPU …
When will trace_ELBO () become negative - Pyro Discussion Forum
Feb 2, 2023 · Hi, I’m new to this and I was using pyro.infer.SVI with pyro.infer.Trace_ELBO to train a CVAE. And I got negative losses after a few epochs. I’m pretty sure the issue is with my …
Vanishing gradient problem in negative binomial model? - Misc.
Dec 5, 2024 · Hi there, I’m building a model which is related to the scANVI pyro example for modeling count data while learning discrete clusters for data, and I’m having an issue with the …