Optimizing cpu usage - Githubissues

thtrieu / darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

GNU General Public License v3.0

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Optimizing cpu usage #831

Open Ratnadeep22 opened 6 years ago

Ratnadeep22 commented 6 years ago

Hiii... I am using darkflow for object detection and deep-sort for tracking. But when I am running this with tiny-yolo weights and FLAG.gpu=0.3 it uses 35 - 45% CPU. I have installed tensorflow-gpu==1.4 Is there any way to optimize CPU usage.

Thanks in advance!

Machine config:

i5 8gb
Nvidia GeForce 940mx GPU

amrakshay commented 6 years ago

I am also searching for the same.

I want to run 2 models on the same above configuration. But CPU usage exceeds 85-90 % how to reduce that?