You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Copy file name to clipboardExpand all lines: docs/sagemaker/index.md
+1-1Lines changed: 1 addition & 1 deletion
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -8,7 +8,7 @@ Deep Learning Containers (DLCs) are Docker images pre-installed with deep learni
8
8
9
9
Our DLCs are available everywhere [Amazon SageMaker](https://aws.amazon.com/sagemaker/) is [available](https://aws.amazon.com/about-aws/global-infrastructure/regional-product-services/). While it is possible to use the DLCs without the SageMaker Python SDK, there are many advantages to using SageMaker to train your model:
10
10
11
-
- Cost-effective: Training instances are only live for the duration of your job. Once your job is complete, the training cluster stops, and you won't be billed anymore. SageMaker also supports [Spot instances]((https://docs.aws.amazon.com/sagemaker/latest/dg/model-managed-spot-training.html)), which can reduce costs up to 90%.
11
+
- Cost-effective: Training instances are only live for the duration of your job. Once your job is complete, the training cluster stops, and you won't be billed anymore. SageMaker also supports [Spot instances](https://docs.aws.amazon.com/sagemaker/latest/dg/model-managed-spot-training.html), which can reduce costs up to 90%.
12
12
- Built-in automation: SageMaker automatically stores training metadata and logs in a serverless managed metastore and fully manages I/O operations with S3 for your datasets, checkpoints, and model artifacts.
13
13
- Multiple security mechanisms: SageMaker offers [encryption at rest](https://docs.aws.amazon.com/sagemaker/latest/dg/encryption-at-rest-nbi.html), [in transit](https://docs.aws.amazon.com/sagemaker/latest/dg/encryption-in-transit.html), [Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/interface-vpc-endpoint.html) connectivity, and [Identity and Access Management](https://docs.aws.amazon.com/sagemaker/latest/dg/security_iam_service-with-iam.html) to secure your data and code.
0 commit comments