Update qps test

Signed-off-by: Jael Gu <mengjia.gu@zilliz.com>

benchmark/qps_test.py

@@ -95,7 +95,8 @@ if args.onnx:
     # if not os.path.exists('test.onnx'):
     op.save_model('onnx', 'test.onnx')
     sess = onnxruntime.InferenceSession('test.onnx',
-                                        providers=['CUDAExecutionProvider'])
+                                        providers=['CUDAExecutionProvider', 'CPUExecutionProvider'])
+    sess.set_providers(['CUDAExecutionProvider'], [{'device_id': 0 if args.device < 0 else args.device}])
     inputs = op.tokenizer([text], padding=True, truncation=True, return_tensors='np')
     # inputs = {}
     # for k, v in tokens.items():

benchmark/test_client.py

@@ -3,22 +3,18 @@ import sys
 import time
 
 num = int(sys.argv[-1])
-client = triton_client.Client(url='localhost:8000')
+data = 'Hello, world.'
+client = triton_client.Client('localhost:8000')
 
-data = 'hello'
-# data = 'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.'
+# warm up
+client.batch([data])
+print('client: ok')
 
-res = client(data)
-print(res[0][0].shape)
+time.sleep(5)
 
-res = client([data])
-print(len(res[0][0]), res[0][0][0].shape)
-
-# Or run data with batch
+print('test...')
 start = time.time()
-res = client.batch([data] * num, batch_size=8)
+client.batch([data] * num, batch_size=8)
 end = time.time()
-print(num / (end-start))
-# print(len(res), res[0][0][0].shape)
-
-client.close()
+print(f'duration: {end - start}')
+print(f'qps: {num / (end - start)}')