List your company
ResearchFormerly WizWand

Object Detection Performance on Tesla T4 GPU TensorRT 8.2

810FPS (bs=1)YOLOv6-N
75.76266.38457647.62Sep 7, 2022Sep 28, 2022Oct 19, 2022Nov 10, 2022Dec 1, 2022Dec 22, 2022Jan 13, 2023
Updated 8mo ago

Evaluation results

MethodLinks
YOLOv6-NHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.098101,3231.2
YOLOv6-NHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.017851,2151.3
YOLOX-TinyHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.097661,3931.3
YOLOX-TinyHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.017661,3931.3
YOLOv5-NHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.097028431.4
YOLOv5-NHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.017028431.4
YOLOv6-THardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.094696772.1
YOLOv7-TinyHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.094645682.1
YOLOv7-TinyHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.014645682.1
YOLOv5-SHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.094335152.3
YOLOv5-SHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.014335152.3
YOLOv6-SHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.093625222.7
PPYOLOE-SHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.093574932.8
PPYOLOE-SHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.013574932.8
YOLOv6-SHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.013454982.9
YOLOX-SHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.093134892.6
YOLOX-SHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.013134892.6
YOLOv5-MHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.092022354.9
YOLOv5-MHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.012022354.9
YOLOv6-MHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.091802415.6
YOLOv6-MHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.011782385.6
PPYOLOE-MHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.091632106.1
PPYOLOE-MHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.011632106.1
YOLOX-MHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.091592045.3
YOLOX-MHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.011592045.3
YOLOv7Hardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.091281357.6
YOLOv7Hardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.011281357.6
YOLOv5-LHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.091261377.9
YOLOv5-LHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.011261377.9
YOLOv6-L-ReLUHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.091111459
PPYOLOE-LHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.091101459.1
PPYOLOE-LHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.011101459.1
YOLOv6-LHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.091051319.6
YOLOv6-LHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.011051259.5
YOLOX-LHardware=Tesla T4 GPU, Software=TensorRT 8.2, Batch Size=1 / 322022.091041179
YOLOX-LHardware=NVIDIA Tesla T4 GPU, TensorRT Version=8.2, Input Size=640x640, Precision=FP162023.011041179