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#
# http://www.apache.org/licenses/LICENSE-2.0
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name: 'Serve PyTorch Model - Seldon Core'
description: |
  Serve PyTorch Models remotely as web service using Seldon Core
metadata:
  annotations: {platform: 'OpenSource'}
inputs:
  - {name: model_id,            description: 'Required. Model training_id from Fabric for Deep Learning'}
  - {name: deployment_name,     description: 'Required. Deployment name for the seldon service'}
  - {name: model_class_name,    description: 'PyTorch model class name', default: 'ModelClass'}
  - {name: model_class_file,    description: 'File that contains the PyTorch model class', default: 'model_class.py'}
  - {name: serving_image,       description: 'Model serving images', default: 'aipipeline/seldon-pytorch:0.1'}
outputs:
  - {name: output,              description: 'Model Serving status'}
implementation:
  container:
    image: docker.io/aipipeline/ffdl-serve:latest
    command: ['python']
    args: [
      -u, serve.py,
      --model_id, {inputValue: model_id},
      --deployment_name, {inputValue: deployment_name},
      --model_class_name, {inputValue: model_class_name},
      --model_class_file, {inputValue: model_class_file},
      --serving_image, {inputValue: serving_image},
      --output_deployment_result_path, {outputPath: output}
    ]