api/proto/trainer.proto

55 lines
1.4 KiB
Protocol Buffer

/*
* Copyright 2023 The Dragonfly Authors
*
* 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 trainer;
import "google/protobuf/empty.proto";
// GNNRequest represents gnn model request of TrainRequest.
message GNNRequest {
// Dataset of training gnn.
bytes dataset = 1;
}
// MLPRequest represents mlp model request of TrainRequest.
message MLPRequest {
// Dataset of training mlp.
bytes dataset = 1;
}
// TrainRequest represents request of Train.
message TrainRequest {
// Scheduler hostname.
string hostname = 1;
// Scheduler ip.
string ip = 2;
// Scheduler cluster id.
uint64 cluster_id = 3;
oneof request {
GNNRequest gnn_request = 4;
MLPRequest mlp_request = 5;
}
}
// Trainer RPC Service.
service Trainer {
// Train trains models of scheduler using dataset.
rpc Train(stream TrainRequest) returns(google.protobuf.Empty);
}