FateWithShellmiaoComment/Fate/examples/dsl/v2/hetero_sshe_linr/hetero_linr_conf.json

{
    "dsl_version": 2,
    "initiator": {
        "role": "guest",
        "party_id": 10000
    },
    "role": {
        "guest": [
            10000
        ],
        "host": [
            9999
        ]
    },
    "job_parameters": {
        "common": {
            "job_type": "train"
        }
    },
    "component_parameters": {
        "role": {
            "host": {
                "0": {
                    "data_transform_0": {
                        "with_label": false
                    },
                    "reader_0": {
                        "table": {
                            "name": "motor_hetero_host",
                            "namespace": "experiment"
                        }
                    }
                }
            },
            "guest": {
                "0": {
                    "data_transform_0": {
                        "with_label": true,
                        "label_name": "motor_speed",
                        "label_type": "float",
                        "output_format": "dense"
                    },
                    "reader_0": {
                        "table": {
                            "name": "motor_hetero_guest",
                            "namespace": "experiment"
                        }
                    }
                }
            }
        },
        "common": {
            "hetero_linr_0": {
                "penalty": "L2",
                "tol": 0.001,
                "alpha": 0.01,
                "optimizer": "sgd",
                "batch_size": -1,
                "learning_rate": 0.15,
                "init_param": {
                    "init_method": "zeros"
                },
                "max_iter": 20,
                "early_stop": "weight_diff",
                "decay": 0.0,
                "decay_sqrt": false,
                "reveal_every_iter": true
            },
            "evaluation_0": {
                "eval_type": "regression",
                "pos_label": 1
            }
        }
    }
}