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Federated Validation Aggregation Functionality #5

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micdavis opened this issue Mar 2, 2023 · 0 comments
Open

Federated Validation Aggregation Functionality #5

micdavis opened this issue Mar 2, 2023 · 0 comments
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@micdavis
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micdavis commented Mar 2, 2023

Is your feature request related to a problem? Please describe.
Currently, the only form of validation available is centralized/traditional validation on the server. (i.e. the server has a validation dataset that it runs against models to create validation reports.)

Describe the outcome you'd like:
I would like for user to have the configuration option to enable federated validation using the following steps:

  1. Client pulls most recent model aggregates
  2. Client runs validation on model
  3. Client pushes validation results
  4. Server aggregates validation results from clients

Additional context:
N/A

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