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Implement plate primitive with randmoness from d3p.random #8

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lumip opened this issue Sep 26, 2022 · 0 comments
Open

Implement plate primitive with randmoness from d3p.random #8

lumip opened this issue Sep 26, 2022 · 0 comments
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enhancement New feature or request

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lumip commented Sep 26, 2022 •
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Currently minibatches require use of d3p.minibatch routines. The more canonical way in (num)pyro is to use the plate primitive to handle minibatch sampling - however, this is currently not possible in the DPSGD pipeline. Make it so.

This will require some way to pass d3p.random state through the inference into numpyro stacks and is hence not trivial.
@lumip lumip added the enhancement New feature or request label Sep 26, 2022
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