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How to estimate the time and memory requirement for Sparse and variational Gaussian Process (SVGP) with minibatch approach

I'm implementing Sparse and variational Gaussian Process (SVGP) using GPflow library using minibatches. I've been trying to search for details regarding the time and memory complexities e.g. from this ...
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