I am using Minibatch of size 50 to speedup ADVI optimization. It works well when the model does not have total_size = data.shape argument, for example below model works obs = pm.Poisson('obs', lambdas, observed=data_out) But when I do obs = pm.Poisson('obs', lambdas, observed=data_out, total_size…

[image] dushyant: How can I extract the posterior prediction of the original data? You can recreate the same model again without the Minibatch and call posterior predictive there using the old InferenceData. If the variable names and shapes match it will work just as if the trace had been ge…

Getting Posterior Prediction of the data after using Minibatch

Questions v5

dushyant June 2, 2023, 11:33pm 3

Thanks, this worked!

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Getting Posterior Prediction of the data after using Minibatch

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