提交 6e26f761 编写于 作者: G guru4elephant

add rpc and http benchmark into a unified script

上级 0783866b
from paddle_serving_client import Client
from paddle_serving_client.utils import MultiThreadRunner
from paddle_serving_client.utils import benchmark_args
import time
import paddle
import sys
import requests
args = benchmark_args()
def single_func(idx, resource):
if args.request == "rpc":
client = Client()
client.load_client_config(args.model)
client.connect([args.endpoint])
train_reader = paddle.batch(paddle.reader.shuffle(
paddle.dataset.uci_housing.train(), buf_size=500), batch_size=1)
start = time.time()
for data in train_reader():
fetch_map = client.predict(feed={"x": data[0][0]}, fetch=["price"])
end = time.time()
return [[end - start]]
elif args.request == "http":
train_reader = paddle.batch(paddle.reader.shuffle(
paddle.dataset.uci_housing.train(), buf_size=500), batch_size=1)
start = time.time()
for data in train_reader():
r = requests.post('http://{}/uci/prediction'.format(args.endpoint),
data = {"x": data[0]})
end = time.time()
return [[end - start]]
multi_thread_runner = MultiThreadRunner()
result = multi_thread_runner.run(single_func, args.thread, {})
print(result)
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