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Matlab crashed when I run experiments/script_faster_rcnn_demo.m in Windows #51

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Cogito2012 opened this issue Dec 15, 2015 · 1 comment

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@Cogito2012
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I can successfully run script_faster_rcnn_demo.m with following configs:
opts.use_gpu = false;
model_dir = fullfile(pwd, 'output', 'faster_rcnn_final', 'faster_rcnn_VOC0712_vgg_16layers'); %% VGG-16

opts.use_gpu = false;
model_dir = fullfile(pwd, 'output', 'faster_rcnn_final', 'faster_rcnn_VOC0712_ZF'); %% ZF

opts.use_gpu = true;
model_dir = fullfile(pwd, 'output', 'faster_rcnn_final', 'faster_rcnn_VOC0712_ZF'); %% ZF

But when I run it with this config:
opts.use_gpu = true;
model_dir = fullfile(pwd, 'output', 'faster_rcnn_final', 'faster_rcnn_VOC0712_vgg_16layers'); %% VGG-16
My Matlab software crashed and shutdown with nothing tips, What's the problem?
PS: CUDA version is 7.5, Windows OS, Discrete Graphics is Quadro K620

@KapSteR
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KapSteR commented Dec 15, 2015

You are likely running out of GPU memory when using the (very large) VGG network.
See the README for GPU hardware requirements.

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