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[AutoPR machinelearningservices] Add descriptions to mfe.json 2021-03-01-preview #4342

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[AutoPR machinelearningservices] Add descriptions to mfe.json 2021-03-01-preview #4342

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110 changes: 72 additions & 38 deletions schemas/2021-03-01-preview/Microsoft.MachineLearningServices.json
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Original file line number Diff line number Diff line change
Expand Up @@ -159,7 +159,8 @@
"description": "Service identity associated with a resource."
},
"kind": {
"type": "string"
"type": "string",
"description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type."
},
"location": {
"type": "string",
Expand Down Expand Up @@ -242,7 +243,8 @@
"description": "Service identity associated with a resource."
},
"kind": {
"type": "string"
"type": "string",
"description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type."
},
"location": {
"type": "string",
Expand Down Expand Up @@ -913,7 +915,8 @@
"description": "Service identity associated with a resource."
},
"kind": {
"type": "string"
"type": "string",
"description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type."
},
"location": {
"type": "string",
Expand Down Expand Up @@ -996,7 +999,8 @@
"description": "Service identity associated with a resource."
},
"kind": {
"type": "string"
"type": "string",
"description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type."
},
"location": {
"type": "string",
Expand Down Expand Up @@ -1551,7 +1555,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Target CPU usage for the autoscaler."
}
},
"required": [
Expand Down Expand Up @@ -2019,7 +2024,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Absolute distance allowed from the best performing run."
},
"slackFactor": {
"oneOf": [
Expand All @@ -2029,13 +2035,14 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Ratio of the allowed distance from the best performing run."
}
},
"required": [
"policyType"
],
"description": "Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation"
"description": "Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation."
},
"BatchDeployment": {
"type": "object",
Expand Down Expand Up @@ -3614,7 +3621,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Number of intervals by which to delay the first evaluation."
},
"evaluationInterval": {
"oneOf": [
Expand All @@ -3624,10 +3632,11 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Interval (number of runs) between policy evaluations."
}
},
"description": "Early termination policies enable canceling poor-performing runs before they complete"
"description": "Early termination policies enable canceling poor-performing runs before they complete."
},
"EncryptionProperty": {
"type": "object",
Expand Down Expand Up @@ -3819,7 +3828,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Model flavor-specific data."
}
}
},
Expand Down Expand Up @@ -4535,7 +4545,8 @@
]
},
"instanceType": {
"type": "string"
"type": "string",
"description": "Compute instance type."
},
"readinessProbe": {
"oneOf": [
Expand All @@ -4545,7 +4556,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Deployment container liveness/readiness probe configuration."
}
},
"required": [
Expand All @@ -4563,7 +4575,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Fixed number of instances for this deployment."
},
"scaleType": {
"type": "string",
Expand All @@ -4589,7 +4602,7 @@
"required": [
"policyType"
],
"description": "Defines an early termination policy based on running averages of the primary metric of all runs"
"description": "Defines an early termination policy based on running averages of the primary metric of all runs."
},
"MLAssistConfiguration": {
"type": "object",
Expand Down Expand Up @@ -4771,7 +4784,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Number of processes per MPI node."
}
},
"required": [
Expand Down Expand Up @@ -4837,13 +4851,15 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Name of the metric to optimize."
}
},
"required": [
"goal",
"primaryMetric"
]
],
"description": "Optimization objective."
},
"OnlineDeployment": {
"type": "object",
Expand Down Expand Up @@ -4909,7 +4925,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Deployment container liveness/readiness probe configuration."
},
"model": {
"oneOf": [
Expand Down Expand Up @@ -4945,7 +4962,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Online deployment scoring requests configuration."
},
"scaleSettings": {
"oneOf": [
Expand All @@ -4955,7 +4973,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Online deployment scaling configuration."
}
}
},
Expand Down Expand Up @@ -5044,7 +5063,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "The number of requests allowed to queue at once for this deployment."
},
"maxQueueWait": {
"type": "string",
Expand All @@ -5056,7 +5076,8 @@
"format": "duration",
"description": "The request timeout in ISO 8601 format. Supports millisecond precision."
}
}
},
"description": "Online deployment scoring requests configuration."
},
"OnlineScaleSettings": {
"type": "object",
Expand All @@ -5077,7 +5098,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Maximum number of instances for this deployment."
},
"minInstances": {
"oneOf": [
Expand All @@ -5087,9 +5109,11 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Minimum number of instances for this deployment."
}
}
},
"description": "Online deployment scaling configuration."
},
"OutputDataBinding": {
"type": "object",
Expand Down Expand Up @@ -5289,7 +5313,8 @@
"format": "duration",
"description": "The probe timeout in ISO 8601 format."
}
}
},
"description": "Deployment container liveness/readiness probe configuration."
},
"PyTorch": {
"type": "object",
Expand Down Expand Up @@ -5945,7 +5970,7 @@
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
],
"description": "Early termination policies enable canceling poor-performing runs before they complete"
"description": "Early termination policies enable canceling poor-performing runs before they complete."
},
"experimentName": {
"type": "string",
Expand Down Expand Up @@ -5976,7 +6001,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "An upper bound on the number of trials performed in parallel."
},
"maxTotalTrials": {
"oneOf": [
Expand All @@ -5986,7 +6012,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "An upper bound on the number of trials to perform."
},
"objective": {
"oneOf": [
Expand All @@ -5996,7 +6023,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Optimization objective."
},
"priority": {
"oneOf": [
Expand Down Expand Up @@ -6126,7 +6154,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "Number of parameter server tasks."
},
"workerCount": {
"oneOf": [
Expand Down Expand Up @@ -6253,7 +6282,8 @@
{
"$ref": "https://schema.management.azure.com/schemas/common/definitions.json#/definitions/expression"
}
]
],
"description": "The percentage of runs to cancel at each evaluation interval."
}
},
"required": [
Expand Down Expand Up @@ -6564,7 +6594,8 @@
"description": "Service identity associated with a resource."
},
"kind": {
"type": "string"
"type": "string",
"description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type."
},
"location": {
"type": "string",
Expand Down Expand Up @@ -6637,7 +6668,8 @@
"description": "Service identity associated with a resource."
},
"kind": {
"type": "string"
"type": "string",
"description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type."
},
"location": {
"type": "string",
Expand Down Expand Up @@ -7268,7 +7300,8 @@
"description": "Service identity associated with a resource."
},
"kind": {
"type": "string"
"type": "string",
"description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type."
},
"location": {
"type": "string",
Expand Down Expand Up @@ -7341,7 +7374,8 @@
"description": "Service identity associated with a resource."
},
"kind": {
"type": "string"
"type": "string",
"description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type."
},
"location": {
"type": "string",
Expand Down
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