search

ignaciorlando / red-lesion-detection

This code implements a red lesion detection method based on a combination of hand-crafted features and CNN based descriptors. Our paper is under revision now, so please do not use this repository until we release the paper.
47 stars 14 forks source link

An input is not a numeric array (or GPU support not compiled). #4

Closed rockywind closed 6 years ago

rockywind commented 6 years ago

HI, My current configuration is: CUDA 8.0 Ubuntu16.04 Matlab2016b GPU:GTX1080

While running 'RedLesionDetection/scripts/script_train_cnn.m' in GPU mode I get the error: `train: epoch 01: 1/232:Error using vl_nnconv An input is not a numeric array (or GPU support not compiled).

Error in vl_simplenn (line 306) res(i+1).x = vl_nnconv(res(i).x, l.weights{1}, l.weights{2}, ...

Error in cnn_red_lesions_train>process_epoch (line 424) res = vl_simplenn(net, im, dzdy, res, ...

Error in cnn_red_lesions_train (line 150) [net,stats.train(epoch),prof] = process_epoch(net, state, opts, 'train') ;

Error in cnn_red_lesion_detection>train_cnn_from_scratch (line 93) [net, info] = cnn_red_lesions_train(net, imdb, getBatch(opts), ...

Error in cnn_red_lesion_detection (line 26) [net, info] = train_cnn_from_scratch(opts) ;

Error in script_train_cnn (line 12) [detector.net, info] = cnn_red_lesion_detection( ...` Thanks in advance!

ignaciorlando commented 6 years ago

Hi!

Did you try by recompiling the MEX files in Matconvnet. You can do that by running: vl_compilenn('EnableGpu',true);

Let me know if you solve the problem with that!

rockywind commented 6 years ago

@ignaciorlando Thank you very much! I solved it following your advice,but I find another error that the GPU memory consumes a liitle,when I run the command "watch nviida-smi" training the model.

ignaciorlando commented 6 years ago

That is basically because the training set is not too big and the batch size is not too big either. In any case, the whole training process should not take more than half an hour on GPU.

vickykhan89 commented 4 years ago

@ignaciorlando I followed your suggestions running the command vl_compilenn('EnableGpu',true); but i got Could not find a valid NVCC executable\n. Any suggestions to me please