FateWithShellmiaoComment/Fate/examples/dsl/v2/hetero_ftl/test_ftl_encrypted_conf.json

{
    "dsl_version": 2,
    "initiator": {
        "role": "guest",
        "party_id": 9999
    },
    "role": {
        "host": [
            9998
        ],
        "guest": [
            9999
        ]
    },
    "component_parameters": {
        "common": {
            "hetero_ftl_0": {
                "epochs": 3,
                "alpha": 1,
                "batch_size": -1,
                "mode": "encrypted",
                "optimizer": {
                    "learning_rate": 0.01,
                    "decay": 0.0,
                    "beta_1": 0.9,
                    "beta_2": 0.999,
                    "epsilon": 1e-07,
                    "amsgrad": false,
                    "optimizer": "Adam"
                },
                "nn_define": {
                    "class_name": "Sequential",
                    "config": {
                        "name": "sequential",
                        "layers": [
                            {
                                "class_name": "Dense",
                                "config": {
                                    "name": "dense",
                                    "trainable": true,
                                    "dtype": null,
                                    "units": 32,
                                    "activation": "sigmoid",
                                    "use_bias": true,
                                    "kernel_initializer": {
                                        "class_name": "RandomNormal",
                                        "config": {
                                            "mean": 0.0,
                                            "stddev": 1.0,
                                            "seed": null,
                                            "dtype": "float32"
                                        }
                                    },
                                    "bias_initializer": {
                                        "class_name": "Zeros",
                                        "config": {
                                            "dtype": "float32"
                                        }
                                    },
                                    "kernel_regularizer": null,
                                    "bias_regularizer": null,
                                    "activity_regularizer": null,
                                    "kernel_constraint": null,
                                    "bias_constraint": null
                                }
                            }
                        ]
                    },
                    "keras_version": "2.2.4-tf",
                    "backend": "tensorflow"
                },
                "config_type": "keras"
            },
            "evaluation_0": {
                "eval_type": "binary"
            }
        },
        "role": {
            "host": {
                "0": {
                    "data_transform_0": {
                        "with_label": false
                    },
                    "reader_0": {
                        "table": {
                            "name": "nus_wide_host",
                            "namespace": "experiment"
                        }
                    }
                }
            },
            "guest": {
                "0": {
                    "data_transform_0": {
                        "with_label": true,
                        "output_format": "dense"
                    },
                    "reader_0": {
                        "table": {
                            "name": "nus_wide_guest",
                            "namespace": "experiment"
                        }
                    }
                }
            }
        }
    }
}