cfn/classification_pipeline.yaml [346:377]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
                            ]
                        },
                        "RoleArn": "arn:aws:iam::${AWS::AccountId}:role/service-role/AmazonSageMaker-ExecutionRole-TrainingInferencePipeline",
                        "ProcessingResources": {
                            "ClusterConfig": {
                                "InstanceCount": 1,
                                "InstanceType": "ml.m5.xlarge",
                                "VolumeSizeInGB": 30
                            }
                        },
                        "StoppingCondition": {
                            "MaxRuntimeInSeconds": 1200
                        }
                    },
                    "Type": "Task",
                    "Next": "SageMaker HyperParameter Tuning Step",
                    "Catch": [
                        {
                            "ErrorEquals": [
                                "States.TaskFailed"
                            ],
                            "Next": "ML Workflow failed"
                        }
                    ]
                },
                "SageMaker HyperParameter Tuning Step": {
                    "Resource": "arn:aws:states:::sagemaker:createHyperParameterTuningJob.sync",
                    "Parameters": {
                        "HyperParameterTuningJobName.$": "$$.Execution.Input['TuningJobName']",
                        "HyperParameterTuningJobConfig": {
                            "Strategy": "Bayesian",
                            "ResourceLimits": {
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



cfn/time_to_event_pipeline.yaml [346:377]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
                            ]
                        },
                        "RoleArn": "arn:aws:iam::${AWS::AccountId}:role/service-role/AmazonSageMaker-ExecutionRole-TrainingInferencePipeline",
                        "ProcessingResources": {
                            "ClusterConfig": {
                                "InstanceCount": 1,
                                "InstanceType": "ml.m5.xlarge",
                                "VolumeSizeInGB": 30
                            }
                        },
                        "StoppingCondition": {
                            "MaxRuntimeInSeconds": 1200
                        }
                    },
                    "Type": "Task",
                    "Next": "SageMaker HyperParameter Tuning Step",
                    "Catch": [
                        {
                            "ErrorEquals": [
                                "States.TaskFailed"
                            ],
                            "Next": "ML Workflow failed"
                        }
                    ]
                },
                "SageMaker HyperParameter Tuning Step": {
                    "Resource": "arn:aws:states:::sagemaker:createHyperParameterTuningJob.sync",
                    "Parameters": {
                        "HyperParameterTuningJobName.$": "$$.Execution.Input['TuningJobName']",
                        "HyperParameterTuningJobConfig": {
                            "Strategy": "Bayesian",
                            "ResourceLimits": {
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



