Small edits (#852)

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pollfly 2024-06-10 10:40:43 +03:00 committed by GitHub
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3 changed files with 12 additions and 4 deletions

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@ -20,7 +20,8 @@ each instance is spun up.
For more information about how autoscalers work, see [Autoscalers Overview](../../cloud_autoscaling/autoscaling_overview.md#autoscaler-applications).
## Autoscaler Instance Configuration
* **Import Configuration** - Import an app instance configuration file. This will fill the configuration wizard with the
values from the file, which can be modified before launching the app instance
* **AWS Credentials** - Credentials with which the autoscaler can access your AWS account. See [Generating AWS IAM Credentials](#generating-aws-iam-credentials)
* Use IAM role - Select if you are running your autoscalers on your own EC2 instances which are attached to an [IAM
role](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_roles.html). In such a case, no AWS IAM credentials are required
@ -89,7 +90,8 @@ For more information about how autoscalers work, see [Autoscalers Overview](../.
creating the instances launch spec. See [boto3 EC2.client.run_instances Request Syntax](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/ec2/client/run_instances.html)
and [AWS API Reference: RunInstances](https://docs.aws.amazon.com/AWSEC2/latest/APIReference/API_RunInstances.html) (available under ClearML Enterprise Plan)
* **Run with Service Account** - Select to allow running the application under a [Service Account](../webapp_profile.md#service-accounts) identity instead of under your own identity (available under ClearML Enterprise Plan)
* **Export Configuration** - Export the app instance configuration as a JSON file, which you can later import to create
a new instance with the same configuration
![Autoscaler wizard](../../img/app_aws_autoscaler_wizard.png)

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@ -21,7 +21,8 @@ when each VM instance is spun up.
For more information about how autoscalers work, see [Autoscalers Overview](../../cloud_autoscaling/autoscaling_overview.md#autoscaler-applications).
## Autoscaler Instance Configuration
* **Import Configuration** - Import an app instance configuration file. This will fill the configuration wizard with the
values from the file, which can be modified before launching the app instance
* **GCP Configuration**
* GCP Project ID - Project used for spinning up VM instances
* GCP Zone - The GCP zone where the VM instances will be spun up. See [Regions and zones](https://cloud.google.com/compute/docs/regions-zones)
@ -81,6 +82,8 @@ For more information about how autoscalers work, see [Autoscalers Overview](../.
* **Init Script** (optional) - A bash script to execute after launching the VM instance
* **Additional ClearML Configuration** (optional) - A ClearML configuration file to use by the ClearML Agent when executing your experiments
* **Run with Service Account** - Select to allow running the application under a [Service Account](../webapp_profile.md#service-accounts) identity instead of under your own identity (available under ClearML Enterprise Plan)
* **Export Configuration** - Export the app instance configuration as a JSON file, which you can later import to create
a new instance with the same configuration
![GCP autoscaler wizard](../../img/apps_gcp_autoscaler_wizard.png)

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@ -19,6 +19,8 @@ Control the optimization process with the advanced configuration options, which
limits.
## HPO Instance Configuration
* **Import Configuration** - Import an app instance configuration file. This will fill the configuration wizard with the
values from the file, which can be modified before launching the app instance
* **Initial Task to Optimize** - ID of a ClearML task to optimize. This task will be cloned, and each clone will
sample a different set of hyperparameters values
* **Optimization Method** - The optimization strategy to employ (e.g. random, grid, hyperband)
@ -69,7 +71,8 @@ limits.
stopped. Iterations are based on the experiments' own reporting (for example, if experiments report every epoch,
then iterations=epochs)
* Limit Total Optimization Instance Time (Minutes) - Time limit for the whole optimization process (in minutes)
* **Export Configuration** - Export the app instance configuration as a JSON file, which you can later import to create
a new instance with the same configuration
![HPO app wizard](../../img/apps_hpo_wizard.png)