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$schema: https://azuremlschemas.azureedge.net/latest/deploymentTemplate.schema.json
name: DT-name
version: 1
type: deploymenttemplates
deployment_template_type: Managed
description: deployment template - with probe routes and port etc
tags:
stage: Open
environment: azureml://registries/test-reg/environments/test-environment/versions/1
model_mount_path: /var/azureml-app
request_settings:
request_timeout_ms: 6000
max_concurrent_requests_per_instance: 2
scoring_path: /v1/models/half_plus_two:predict
scoring_port: 8501
liveness_probe:
initial_delay: 300
period: 10
timeout: 2
failure_threshold: 30
success_threshold: 1
scheme: HTTP
method: GET
path: /v1/models/half_plus_two
port: 8501
readiness_probe:
initial_delay: 300
period: 10
timeout: 2
failure_threshold: 30
success_threshold: 1
scheme: HTTP
method: GET
path: /v1/models/half_plus_two
port: 8501
environment_variables:
MODEL_BASE_PATH: /var/azureml-app/azureml-models/tfs-model1/1
MODEL_NAME: half_plus_two
ENABLE_INFERENCESERVER_DIAGNOSTICSLOG_AML_VISIBILITY: True
allowed_instance_type: Standard_DS3_v2 Standard_DS4_v2
default_instance_type: Standard_DS3_v2
instance_count: 3
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