From Registry (API)

Before You Start #

• Set up a registry
• Confirm that your model is available in your chosen registry

How to Add a Packaged Model From a Registry #

1. Sign in to HPE Machine Learning Inferencing Software.

   curl -X 'POST' \
     '<YOUR_EXT_CLUSTER_IP>/api/v1/login' \
     -H 'accept: application/json' \
     -H 'Content-Type: application/json' \
     -d '{
     "username": "<YOUR_USERNAME>",
     "password": "<YOUR_PASSWORD>"
   }'

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2. Obtain the Bearer token from the response.
3. Use the following cURL command to add a new packaged model.

   curl -X 'POST' \
     '<YOUR_EXT_CLUSTER_IP>/api/v1/models' \
     -H 'accept: application/json' \
     -H 'Authorization: Bearer <YOUR_ACCESS_TOKEN>' \
     -H 'Content-Type: application/json' \
     -d '{
     "arguments": ["--debug"],
     "description": "<DESCRIPTION>",
     "environment": {
         "key": "value",
         "key2": "value2"
     }
     "image": "<USER_NAME>/<MODEL_NAME>:<TAG>",
     "modelFormat": "<MODEL_FORMAT>",
     "name": "<MODEL_NAME>",
     "registry": "<REGISTRY>",
     "resources": {
         "gpuType": "<GPU_TYPE>",
         "limits": {
             "cpu": "<CPU_LIMIT>",
             "gpu": "<GPU_LIMIT>",
             "memory": "<MEMORY_LIMIT>"
         },
         "requests": {
             "cpu": "<CPU_REQUEST>",
             "gpu": "<GPU_REQUEST>",
             "memory": "<MEMORY_REQUEST>"
         }
     },
     "url": "<OBJECT_URL>"
   }' 

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