bert_gpu_server.py

# 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.

import os
import sys
from paddle_serving_server import OpMaker
from paddle_serving_server import OpSeqMaker
from paddle_serving_server import Server

op_maker = OpMaker()
read_op = op_maker.create('GeneralReaderOp')
general_infer_op = op_maker.create('GeneralInferOp')
general_response_op = op_maker.create('GeneralResponseOp')

op_seq_maker = OpSeqMaker()
op_seq_maker.add_op(read_op)
op_seq_maker.add_op(general_infer_op)
op_seq_maker.add_op(general_response_op)

server = Server()
server.set_op_sequence(op_seq_maker.get_op_sequence())
server.set_num_threads(8)
server.set_memory_optimize(True)
server.set_gpuid(1)

server.load_model_config(sys.argv[1])
port = int(sys.argv[2])
gpuid = sys.argv[3]
server.set_gpuid(gpuid)
server.prepare_server(workdir="work_dir1", port=port, device="gpu")
server.run_server()