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yolov8 inference about tensorrt-for-yolo-series HOT 3 OPEN

jhxiang avatar jhxiang commented on May 24, 2024
yolov8 inference

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Comments (3)

Yuanlin-Zhao avatar Yuanlin-Zhao commented on May 24, 2024

哥们给个联系方式我有一些问题想咨询你

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jhxiang avatar jhxiang commented on May 24, 2024

我主页有

from tensorrt-for-yolo-series.

Linaom1214 avatar Linaom1214 commented on May 24, 2024

请问一下为什么yolov8 end2end的推理,warmup和没有warmup时间相差这么多吗?没有warmup大概700ms,有warmup只有6ms,Infer函数不都是执行的图片放入gpu,然后推理结果从gpu放到内存吗?难道是warmup之后,图片不需要从内存到gpu了吗? 另外,如果我是处理视频,需要实时从视频帧读取到gpu,这应该是没办法用warmup吧?这应该怎么处理?

模型load以后 可以warmup, 使用空数据infer几次 然后 业务流来了以后直接推理

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