AWS sagemaker documentation change
Summary
Updated documentation to use 'CloudFormation' instead of 'AWS CloudFormation' terminology throughout the file
Security assessment
Changes are purely branding/terminology updates (removing 'AWS' prefix from CloudFormation references). No security vulnerabilities, configurations, or features are mentioned or modified in these changes.
Diff
diff --git a/sagemaker/latest/dg/sagemaker-hyperpod-multihead-slurm-cfn.md b/sagemaker/latest/dg/sagemaker-hyperpod-multihead-slurm-cfn.md index 226666f06..c4ac4ad9e 100644 --- a//sagemaker/latest/dg/sagemaker-hyperpod-multihead-slurm-cfn.md +++ b//sagemaker/latest/dg/sagemaker-hyperpod-multihead-slurm-cfn.md @@ -7 +7 @@ Provision basic resourcesProvision additional resources to support multiple cont -# Provisioning resources using AWS CloudFormation stacks +# Provisioning resources using CloudFormation stacks @@ -9 +9 @@ Provision basic resourcesProvision additional resources to support multiple cont -To set up multiple controller nodes in a HyperPod Slurm cluster, provision AWS resources through two AWS CloudFormation stacks: Provision basic resources and Provision additional resources to support multiple controller nodes. +To set up multiple controller nodes in a HyperPod Slurm cluster, provision AWS resources through two CloudFormation stacks: Provision basic resources and Provision additional resources to support multiple controller nodes. @@ -15 +15 @@ Follow these steps to provision basic resources for your Amazon SageMaker HyperP - 1. Download the [sagemaker-hyperpod.yaml](https://github.com/aws-samples/awsome-distributed-training/blob/main/1.architectures/5.sagemaker-hyperpod/sagemaker-hyperpod.yaml) template file to your machine. This YAML file is an AWS CloudFormation template that defines the following resources to create for your Slurm cluster. + 1. Download the [sagemaker-hyperpod.yaml](https://github.com/aws-samples/awsome-distributed-training/blob/main/1.architectures/5.sagemaker-hyperpod/sagemaker-hyperpod.yaml) template file to your machine. This YAML file is an CloudFormation template that defines the following resources to create for your Slurm cluster. @@ -29 +29 @@ Follow these steps to provision basic resources for your Amazon SageMaker HyperP - 2. Run the following CLI command to create a AWS CloudFormation stack named `sagemaker-hyperpod`. Define the Availability Zone (AZ) IDs for your cluster in `PrimarySubnetAZ` and `BackupSubnetAZ`. For example, `use1-az4` is an AZ ID for an Availability Zone in the `us-east-1` Region. For more information, see [Availability Zone IDs](https://docs.aws.amazon.com/ram/latest/userguide/working-with-az-ids.html) and [Setting up SageMaker HyperPod clusters across multiple AZs](./sagemaker-hyperpod-prerequisites.html#sagemaker-hyperpod-prerequisites-multiple-availability-zones). + 2. Run the following CLI command to create a CloudFormation stack named `sagemaker-hyperpod`. Define the Availability Zone (AZ) IDs for your cluster in `PrimarySubnetAZ` and `BackupSubnetAZ`. For example, `use1-az4` is an AZ ID for an Availability Zone in the `us-east-1` Region. For more information, see [Availability Zone IDs](https://docs.aws.amazon.com/ram/latest/userguide/working-with-az-ids.html) and [Setting up SageMaker HyperPod clusters across multiple AZs](./sagemaker-hyperpod-prerequisites.html#sagemaker-hyperpod-prerequisites-multiple-availability-zones). @@ -43 +43 @@ For more information, see [deploy](https://docs.aws.amazon.com/cli/latest/refere - 3. (Optional) Verify the stack in the [AWS CloudFormation console](https://console.aws.amazon.com/cloudformation/home). + 3. (Optional) Verify the stack in the [CloudFormation console](https://console.aws.amazon.com/cloudformation/home). @@ -81 +81 @@ Follow these steps to provision additional resources for your Amazon SageMaker H - 1. Download the [sagemaker-hyperpod-slurm-multi-headnode.yaml](https://github.com/aws-samples/awsome-distributed-training/blob/main/1.architectures/5.sagemaker-hyperpod/sagemaker-hyperpod-slurm-multi-headnode.yaml) template file to your machine. This second YAML file is an AWS CloudFormation template that defines the additional resources to create for multiple controller nodes support in your Slurm cluster. + 1. Download the [sagemaker-hyperpod-slurm-multi-headnode.yaml](https://github.com/aws-samples/awsome-distributed-training/blob/main/1.architectures/5.sagemaker-hyperpod/sagemaker-hyperpod-slurm-multi-headnode.yaml) template file to your machine. This second YAML file is an CloudFormation template that defines the additional resources to create for multiple controller nodes support in your Slurm cluster. @@ -91 +91 @@ Follow these steps to provision additional resources for your Amazon SageMaker H - 2. Run the following CLI command to create a AWS CloudFormation stack named `sagemaker-hyperpod-mh`. This second stack uses the AWS CloudFormation template to create additional AWS resources to support the multiple controller nodes architecture. + 2. Run the following CLI command to create a CloudFormation stack named `sagemaker-hyperpod-mh`. This second stack uses the CloudFormation template to create additional AWS resources to support the multiple controller nodes architecture.