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matterport / Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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power failure #1106

Open marwaSaid opened 5 years ago

marwaSaid commented 5 years ago

when I train mask rcnn on some data set on my laptop, after sometime the power goes off and it works on the battery I am using gtx 1070

Is there something hard-coded that could result in this situation?

Did anyone face a problem like this before

Note: I trained many times using different code and didn't face this problem even once

stygian2a commented 5 years ago

Wow, that's odd. But now that I think about it, I had the same issue myself! I discarded it on the laptop, but if you had the same issue, I guess it was not. I suppose the problem come from the computer itself, maybe due to the high use of CPU/GPU. I can't see how a Python script could turn off the charging of the laptop.... Which laptop do you have?

xelmirage commented 4 years ago

Maybe it is due to a high power consumption? I faced a similar situation, but not laptop power. My workstation used to lost the connection with its hard-drive a short while after the beginning of the training everytime. After a long-time troubleshooting, it turns out that the power supply of the workstation was weak, I changed the supply from 1200W to 2000W and the problem disappeared.