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Kernel dies with Gibbs or ADVI with models involving categorical or dirichlet #1777

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AmmarRashed opened this issue Feb 19, 2022 · 2 comments

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@AmmarRashed
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Question on: https://turing.ml/dev/tutorials/01-gaussian-mixture-model/

Hello,
I ran the code above on different machines and they all have the kernel die at the sampling step:

tchain = sample(gmm_model, gmm_sampler, MCMCThreads(), 100, 3);

I tried with single threading and without the Dirichlet prior. Same thing happened with me on a different model when using ADVI.
I could verify that the model is working by sampling with MH. But I need to use ADVI for another project.

This seems to be a consistent problem, not sure if it is just because of the categorical models, or something else.

Thanks,

@yebai
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yebai commented Feb 24, 2022

@AmmarRashed Can you post your package environment so we can take a look?

@Red-Portal
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I'll close this due to inactivity.

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