Code

Fastapi model serving#53

Code

Merged

metazool merged 11 commits intomainNERC-CEH/plankton_ml:mainfrom fastapi-model-servingNERC-CEH/plankton_ml:fastapi-model-servingCopy head branch name to clipboardDec 4, 2024

+181-1

Commits

Commits on Nov 21, 2024

• Outline for a minimal FastAPI interface to range of models

  metazool

  committed
  1e41b37

• start sketching out API based on existing code / model

  metazool

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  53498a0

• fastapi[standard] in env, dump of catalog data locally

  metazool

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  807e47a

• kludge interface, full of TODOs to the new 3 class model

  metazool

  committed
  875abd7

Commits on Nov 22, 2024

• Return a class label from the Resnet18 model

  metazool

  committed
  e43e1c5

• Return both classification and embeddings from Resnet18 model, roughly

  metazool

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  848e03a

• load models as globals when worker starts, see comments

  metazool

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  f2ec624

• add a basic API test and a wee bit of error handling

  metazool

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  11f1234

• pyproject dependencies needed for the pipeline

  metazool

  committed
  84ba929

Commits on Dec 2, 2024

• Merge branch 'main' into fastapi-model-serving

  metazool

  committed
  1748690

• limit CI tests to run only for code changes

  Show description for b561724
  metazool

  committed
  b561724