trainingjob.json

{
    "AlgorithmSpecification":{
        "TrainingImage": "072262450408.dkr.ecr.us-west-2.amazonaws.com/abalone:latest",
        "TrainingInputMode": "File"
    },
    "RoleArn": "arn:aws:iam::072262450408:role/MLOps",
    "OutputDataConfig": {
        "S3OutputPath": ""
    },
    "ResourceConfig": {
        "InstanceCount": 1,
        "InstanceType": "ml.m5.xlarge",
        "VolumeSizeInGB": 30
    },
    "TrainingJobName": "",
    "HyperParameters": {
        "epochs": "2000",
        "layers": "2",
        "dense_layer": "64",
        "batch_size": "8"
    },
    "StoppingCondition": {
        "MaxRuntimeInSeconds": 360000
    },
    "InputDataConfig": [
        {
            "ChannelName": "training",
            "DataSource": {
                "S3DataSource": {
                    "S3DataType": "S3Prefix",
                    "S3Uri": "",
                    "S3DataDistributionType": "FullyReplicated"
                }
            },
            "ContentType": "text/csv",
            "CompressionType": "None"
        }
    ],
    "Tags": []
}