FateWithShellmiaoComment/Fate/python/federatedml/protobuf/proto/hetero-nn-model-param.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 = "HeteroNNModelParamProto";


message InteractiveLayerParam {
    bytes acc_noise = 1;
    bytes interactive_guest_saved_model_bytes = 2;
    repeated bytes interactive_host_saved_model_bytes = 3;
    repeated int32 host_input_shape = 4;
    int32 guest_input_shape= 5;
}

message HeteroNNModelParam {
    bytes bottom_saved_model_bytes = 1;
    InteractiveLayerParam interactive_layer_param = 2;
    bytes top_saved_model_bytes = 3;
    bool is_empty = 4;
    int32 bottom_model_input_shape = 5;
    int32 top_model_input_shape = 6;
    bytes coae_bytes = 7;
}

message HeteroNNParam {
    HeteroNNModelParam hetero_nn_model_param = 1;
    int32 iter_epoch = 2;
    repeated double history_loss = 3;
    bool is_converged = 4;
    repeated string header = 5;
	int32 num_label = 6;
	int32 best_iteration = 7;
}