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Support model monitoring #10

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archena opened this issue Jul 16, 2021 · 0 comments
Open
2 tasks

Support model monitoring #10

archena opened this issue Jul 16, 2021 · 0 comments

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@archena
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archena commented Jul 16, 2021

Is your feature request related to a problem? Please describe.
For this reference example we would like to have a solution for deployed model monitoring

Describe the solution you'd like
To be discussed.

Ideally we'd like to have a monitoring for both:

  • input cases
  • model predictions

Additional context

  • There may be off-the-shelf tools that we can use
  • We may be able to get Vertex monitoring to work in our use-case (it's not suited to computer vision tasks, because it would treat every pixel as an 'independent variable').
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