FateWithShellmiaoComment/Fate/python/federatedml/protobuf/proto/hetero-nn-model-meta.proto

/*
 * Copyright 2019 The FATE Authors. All Rights Reserved.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

syntax = "proto3";

package com.webank.ai.fate.core.mlmodel.buffer;
option java_outer_classname = "HeteroNNModelMetaProto";

message OptimizerParam {
    string optimizer = 1;
    string kwargs = 2;
}

message PredictParam {
    double threshold = 1;
}

message HeteroNNModelMeta {
    string config_type = 1;
    repeated string bottom_nn_define = 2;
    string interactive_layer_define = 3;
    repeated string top_nn_define = 4;
    repeated string metrics = 5;
    OptimizerParam optimizer_param = 6;
    string loss = 7;
    double interactive_layer_lr = 8;
}

message HeteroNNMeta {
    HeteroNNModelMeta hetero_nn_model_meta = 1;
    string task_type = 2;
    int32 batch_size = 3;
    int32 epochs = 4;
    string early_stop = 5;
    double tol = 6;
    string module = 7;
}