gserver_general_model_service.proto

// Copyright (c) 2019 PaddlePaddle 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 = "proto2";

message Tensor {
  repeated bytes data = 1;
  repeated int32 int_data = 2;
  repeated int64 int64_data = 3;
  repeated float float_data = 4;
  optional int32 elem_type = 5;
  repeated int32 shape = 6;
  repeated int32 lod = 7; // only for fetch tensor currently
};

message FeedInst { repeated Tensor tensor_array = 1; };

message FetchInst { repeated Tensor tensor_array = 1; };

message Request {
  repeated FeedInst insts = 1;
  repeated string feed_var_names = 2;
  repeated string fetch_var_names = 3;
};

message Response {
  repeated ModelOutput outputs = 1;
  optional string tag = 2;
};

message ModelOutput {
  repeated FetchInst insts = 1;
  optional string engine_name = 2;
}

service GServerGeneralModelService {
  rpc inference(Request) returns (Response) {}
};