| title | description | services | author | ms.service | ms.author | manager | ms.custom | ms.topic | ms.date |
|---|---|---|---|---|---|---|---|---|---|
include file |
include file |
machine-learning |
sdgilley |
machine-learning |
sgilley |
cgronlund |
include file |
include |
09/17/2020 |
Compute targets can be reused from one training job to the next. For example, after you attach a remote VM to your workspace, you can reuse it for multiple jobs. For machine learning pipelines, use the appropriate pipeline step for each compute target.
You can use any of the following resources for a training compute target for most jobs. Not all resources can be used for automated machine learning, machine learning pipelines, or designer.
| Training targets | Automated machine learning | Machine learning pipelines | Azure Machine Learning designer |
|---|---|---|---|
| Local computer | Yes | ||
| Azure Machine Learning compute cluster | Yes | Yes | Yes |
| Azure Machine Learning compute instance | Yes (through SDK) | Yes | |
| Remote VM | Yes | Yes | |
| Azure Databricks | Yes (SDK local mode only) | Yes | |
| Azure Data Lake Analytics | Yes | ||
| Azure HDInsight | Yes | ||
| Azure Batch | Yes |