I am trying to duplicate the performance results of https://github.com/NVIDIA-AI-IOT/trt_pose.
I made a clean JetPack 4.3 card for the specific purpose of testing the performance of this demo.
After installing the pack and running the live_demo.ipynb on my Nano, I can’t get anywhere the throughput mentioned in the README.
For resnet18, I get 12-14 FPS at best, after TRT optimization. In the README, the official performance results on resnet18 is 22 FPS.
I made sure to run jetson_clocks before, but other than that, I’m out of ideas on what could be the cause of such a large performance gap between my results and the official benchmark.
Would appreciate any thoughts on how to reach the same throughput in the benchmark achieved.