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Add a better error message for how to debug "Cannot find valid initial parameters" issue #731

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fehiepsi opened this issue Sep 10, 2020 · 1 comment · Fixed by #733
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@fehiepsi
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Recently, several users got this issue but it is not easy to diagnose the issue just by looking at the model. We should add a better error message, e.g. to mention about numpyro.validation_enabled() utility, which tells us at which latent site, we get invalid parameters/values.

@fehiepsi
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We can also run the model with validation_enabled once if we can't find a valid initial parameters.

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