Minimum memory for inference?

alexgkendall / caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

http://mi.eng.cam.ac.uk/projects/segnet/

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Minimum memory for inference? #134

Closed gi097 closed 5 years ago

gi097 commented 6 years ago

Hello,

I successfully ported SegNet to iOS. During inference I can see that the memory increases to 1GB+ which crashes the app. Could you guys tell me what the estimate amount of RAM usage is on CPU inference for SegNet basic?

Regards,

Giovanni