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使用MLU270-F4的加速卡,进行CNStream SDK中的示例测试,运行yolov3的目标检测demo:run_yolov3_mlu270.sh,性能统计如下:
********************** Performance Print Start (Whole) **********************
=========================== Pipeline: [MyPipeline] ===========================
------------------------------ Module: [rtsp_sink] -----------------------------
----------Process Name: [INPUT_QUEUE]
[Counter]: 3568, [Throughput]: 1656.32fps
----------Process Name: [PROCESS]
[Counter]: 3568, [Throughput]: 843.948fps
--------------------------------- Module: [osd] --------------------------------
----------Process Name: [INPUT_QUEUE]
[Counter]: 3568, [Throughput]: 719.359fps
----------Process Name: [PROCESS]
[Counter]: 3568, [Throughput]: 641.296fps
------------------------------- Module: [source] ------------------------------- (slowest)
----------Process Name: [PROCESS]
[Counter]: 3568, [Throughput]: 35.3326fps
------------------------------ Module: [detector] ------------------------------
----------Process Name: [RESIZE CONVERT]
[Counter]: 3568, [Throughput]: 4876.3fps
----------Process Name: [RUN MODEL]
[Counter]: 3568, [Throughput]: 223.447fps
----------Process Name: [PROCESS]
[Counter]: 3568, [Throughput]: 35.7663fps
----------Process Name: [INPUT_QUEUE]
[Counter]: 3568, [Throughput]: 25747.2fps
----------------------------------- Overall ----------------------------------
[Counter]: 3568, [Throughput]: 35.1972fps
*********************** Performance Print End (Whole) ***********************
看到整体pipeline的性能只有35fps多,我觉得这个Yolov3的性能数据相比于MLU270加速卡的峰值算力来说,好像太低了。关于这个性能报告是不是哪里我没理解对呢?
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