/*
 * 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 = "LRModelParamProto";
import "sshe-cipher-param.proto";

message LRModelParam {
    int32 iters = 1;
    repeated double loss_history = 2;
    bool is_converged = 3;
    map<string, double> weight = 4;
    double intercept = 5;
    repeated string header = 6;
    OneVsRestResult one_vs_rest_result = 7;
    bool need_one_vs_rest = 8;
    int32 best_iteration = 9;
    map<string, CipherText> encrypted_weight = 10;
    Cipher cipher = 11;
}

message SingleModel {
    int32 iters = 1;
    repeated double loss_history = 2;
    bool is_converged = 3;
    map<string, double> weight = 4;
    double intercept = 5;
    repeated string header = 6;
    int32 best_iteration = 7;
    map<string, CipherText> encrypted_weight = 8;
    Cipher cipher = 9;
}

message OneVsRestResult {
    repeated SingleModel completed_models = 1;
    repeated string one_vs_rest_classes = 2;
}