@sree_datta Thank you for your detailed suggestions. I confirmed that the slow speed was being caused by the data set size and I have implemented mini-batch ADVI. This runs much faster whilst still giving very similar estimates of the posterior means in question (c. 98% accurate), which is more than sufficient for my purposes. Many thanks once again.
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