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JP aks deployment fix #388

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Merged
lokijota merged 3 commits into from
Dec 14, 2021
Merged

JP aks deployment fix #388

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9caa63a
Change AKS deployment configuration
JennyPopova Dec 14, 2021
d4696ed
Update custom_model.md
JennyPopova Dec 14, 2021
e216d7d
Merge branch 'master' into jp-aks-deployment-fix
lokijota Dec 14, 2021
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4 changes: 2 additions & 2 deletions diabetes_regression/scoring/deployment_config_aks.yml
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Expand Up @@ -7,8 +7,8 @@ autoScaler:
targetUtilization: 70
authEnabled: True
containerResourceRequirements:
cpu: 1
memoryInGB: 4
cpu: 0.5
memoryInGB: 2
appInsightsEnabled: True
scoringTimeoutMs: 5000
maxConcurrentRequestsPerContainer: 2
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1 change: 1 addition & 0 deletions docs/custom_model.md
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Expand Up @@ -97,6 +97,7 @@ If you want to keep scoring:
1. Update or replace `[project name]/scoring/score.py`
1. Add any dependencies required by scoring to `[project name]/conda_dependencies.yml`
1. Modify the test cases in the `ml_service/util/smoke_test_scoring_service.py` script to match the schema of the training features in your data
1. Check and modify [project name]/scoring/deployment_config_aks.yml if AKS deployment is planned. The deployment configuration shall suit custom model as well as AKS cluster size.

# Configure Custom Batch Scoring

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