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Since every feature distribution is compiled individually, there is a lot of unneccessary computation if many features are modelled using the same computation. This could be "vectorized" by bundling features modelled by the same distribution (as each numpyro.Distribution would only need to be traced+compiled once instead of for each feature)
The text was updated successfully, but these errors were encountered:
Since every feature distribution is compiled individually, there is a lot of unneccessary computation if many features are modelled using the same computation. This could be "vectorized" by bundling features modelled by the same distribution (as each numpyro.Distribution would only need to be traced+compiled once instead of for each feature)
The text was updated successfully, but these errors were encountered: