Web Reference: Forum For Pyro Developers Nov 17, 2020 · Trying to define mini-batch logic for Bayesian GPLVM training but unsuccessful so far following the suggestions in this older thread: Pyro Bayesian GPLVM SVI with minibatching So the suggestion in this thread is to use: X_minibatch = pyro.sample(…, dist.Normal(x_loc[minibatch_indices], x_scale[minibatch_indices])) y_minibatch = y[minibatch_indices] self.base_model.set_data(X_minibatch, y ... Mar 14, 2025 · Hello again, Related post: Batch processing Pyro models so cc: @fonnesbeck as I think he’ll be interested in batch processing Bayesian models anyway. I want to run lots of numpyro models in parallel. I created a new post because: this post uses numpyro instead of pyro I’m doing sampling instead of SVI I’m using Ray instead of Dask that post was 2021 I’m running a simple Neal’s funnel ...
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