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January 19, 2021 20:27
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reinvent-2020-blog-sagemaker-pipeline.yml
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| Resources: | |
| MyPipeline: | |
| Type: AWS::SageMaker::Pipeline | |
| Properties: | |
| PipelineName: "my-pipeline" | |
| PipelineDisplayName: "my-pipeline-display-name" | |
| PipelineDescription: "Basic test pipeline" | |
| PipelineDefinition: | |
| PipelineDefinitionBody: "{\"Version\":\"2020-12-01\",\"Parameters\":[{\"Name\":\"InputDataSource\",\"DefaultValue\":\"\"},{\"Name\":\"InstanceCount\",\"Type\":\"Integer\",\"DefaultValue\":1}],\"Steps\":[{\"Name\":\"Training1\",\"Type\":\"Training\",\"Arguments\":{\"InputDataConfig\":[{\"DataSource\":{\"S3DataSource\":{\"S3Uri\":{\"Get\":\"Parameters.InputDataSource\"}}}}],\"OutputDataConfig\":{\"S3OutputPath\":\"s3://my-s3-bucket/\"},\"ResourceConfig\":{\"InstanceType\":\"ml.m5.large\",\"InstanceCount\":{\"Get\":\"Parameters.InstanceCount\"},\"VolumeSizeInGB\":1024}}}]}" | |
| RoleArn: "arn:aws:iam::{account-id}:root" |
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