pyro-ppl / pyro / 12967314107

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Add a centered variance option to the ClippedAdam optimizer (#3415)

* Add option to use centered variance in the ClippedAdam optimizer.

* Add test for the centered ClippedAdam optimizer.

* Calculate convergence iteration for the centered ClippedAdam optimizer.

* Added reference of the centered Adam optimizer.

* Add option to use the ClippedAdam optimizer with centered variance in the Latent Dirichlet Allocation example.

* Added more detailed comments on ClippedAdam with centered variance and its tests.

* Shortened the ClippedAdam centered variance test and added an option to run the full test with plots via a pytest command line option.

2 of 2 new or added lines in 1 file covered. (100.0%)

23582 of 25578 relevant lines covered (92.2%)

2.29 hits per line