// Copyright (c) 2020 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"; package paddle.distributed; option cc_generic_services = true; option cc_enable_arenas = true; message FsClientParameter { enum FsApiType { HDFS = 0; AFS = 1; } optional FsApiType fs_type = 1 [ default = HDFS ]; optional string uri = 2; // such as afs://xxx.afs.com:9902 optional string user = 3; // user_name to access fs optional string passwd = 4; // password optional int32 buffer_size = 5; // buffer for read/write optional string hadoop_bin = 51; optional string afs_conf = 101; } message PSParameter { optional string worker_class = 1; optional string server_class = 2; optional string instance_class = 3; optional string init_gflags = 4 [ default = "" ]; optional WorkerParameter worker_param = 101; optional ServerParameter server_param = 102; repeated DownpourTrainerParameter trainer_param = 301; optional FsClientParameter fs_client_param = 501; } message WorkerParameter { optional DownpourWorkerParameter downpour_worker_param = 1; } message DownpourWorkerParameter { repeated TableParameter downpour_table_param = 1; } message DownpourServerParameter { repeated TableParameter downpour_table_param = 1; optional ServerServiceParameter service_param = 2; } message ServerParameter { optional DownpourServerParameter downpour_server_param = 1; } message DownpourTrainerParameter { repeated DenseTableParameter dense_table = 1; repeated SparseTableParameter sparse_table = 2; optional int32 push_sparse_per_batch = 3; optional int32 push_dense_per_batch = 4; repeated string skip_op = 5; repeated ProgramConfig program_config = 6; } message DenseTableParameter { optional int32 table_id = 1; repeated string dense_variable_name = 2; repeated string dense_gradient_variable_name = 3; optional int32 fea_dim = 4; } message SparseTableParameter { optional int32 table_id = 1; optional int32 feature_dim = 2; repeated string slot_key = 3; repeated string slot_value = 4; repeated string slot_gradient = 5; } message ServerServiceParameter { optional string server_class = 1 [ default = "BrpcPsServer" ]; optional string client_class = 2 [ default = "BrpcPsClient" ]; optional string service_class = 3 [ default = "PsService" ]; optional uint32 start_server_port = 4 [ default = 0 ]; // will find a avaliable port from it optional uint32 server_thread_num = 5 [ default = 12 ]; } message ProgramConfig { required string program_id = 1; repeated int32 push_sparse_table_id = 2; repeated int32 push_dense_table_id = 3; repeated int32 pull_sparse_table_id = 4; repeated int32 pull_dense_table_id = 5; } enum TableType { PS_SPARSE_TABLE = 0; PS_DENSE_TABLE = 1; PS_OTHER_TABLE = 2; } message TableParameter { optional uint64 table_id = 1; optional string table_class = 2; optional uint64 shard_num = 3 [ default = 1000 ]; optional TableAccessorParameter accessor = 4; optional TensorAccessorParameter tensor = 5; optional CommonAccessorParameter common = 6; optional TableType type = 7; optional bool compress_in_save = 8 [ default = false ]; } message TableAccessorParameter { optional string accessor_class = 1; optional uint32 fea_dim = 4 [ default = 11 ]; optional uint32 embedx_dim = 5 [ default = 8 ]; optional uint32 embedx_threshold = 6 [ default = 10 ]; repeated TableAccessorSaveParameter table_accessor_save_param = 8; } message TensorAccessorParameter { optional string tensor_class = 1; optional uint32 fea_dim = 2; optional uint32 emb_dim = 3; optional string param = 4; optional string grad = 5; optional string common_block_map = 6; } message CommonAccessorParameter { optional string name = 1; optional string table_name = 2; repeated string attributes = 3; repeated string params = 4; repeated uint32 dims = 5; repeated string initializers = 6; optional int32 trainer_num = 7; optional bool sync = 8; } message TableAccessorSaveParameter { optional uint32 param = 1; optional string converter = 2; optional string deconverter = 3; }