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Deploy to Google Cloud #4

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ivanzvonkov opened this issue Feb 15, 2022 · 0 comments
Open
1 of 6 tasks

Deploy to Google Cloud #4

ivanzvonkov opened this issue Feb 15, 2022 · 0 comments

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@ivanzvonkov
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ivanzvonkov commented Feb 15, 2022

To make predictions with TIML at scale we'll deploy the model to Google Cloud, deployment will consist of:

  • jit model (Add jit-saving to the crop classifier #3)
  • Inference class for making predictions with jit model (Inference for timl #5)
  • Inference class working inside torchserve server
  • Docker container for housing torchserve server (deploy to Google Cloud Run)
  • Google Cloud Function to begin data export
  • Google Cloud Function to trigger inference
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