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Enable WhiteBox explainer v2 (e.g. IntegratedGradients)

Open seldondev opened this issue 4 years ago • 0 comments

In the current design of SC we have the assumption that a model has one ModelUri however in the case of white box explainers we can have upto 2 artifacts (the explainer artifact and the underlying inference model artifact) to load.

I am not sure if there is an easy way to fully support this use case, some alternatives are:

follow explainer server v1patternof assuming that we can only load the inference model) and we always create the explainer on the fly

assume that ModelUri is a directory that would contain both the explainer and the model artifacts.

seldondev avatar Nov 04 '21 12:11 seldondev