fast-reid/projects/FastRT/pybind_interface/test.py

23 lines
593 B
Python

import sys
sys.path.append("../")
from build.pybind_interface.ReID import ReID
import cv2
import time
if __name__ == '__main__':
iter_ = 20000
m = ReID(0)
m.build("../build/kd_r18_distill.engine")
print("build done")
frame = cv2.imread("/data/sunp/algorithm/2020_1015_time/pytorchtotensorrt_reid/test/query/0001/0001_c1s1_001051_00.jpg")
m.infer(frame)
t0 = time.time()
for i in range(iter_):
m.infer(frame)
total = time.time() - t0
print("CPP API fps is {:.1f}, avg infer time is {:.2f}ms".format(iter_ / total, total / iter_ * 1000))