Alessandro asked . 2023-12-07

DNN classify function uses GPU, or just CPU ?

I have been using Deep Learning for a short time; I learned to use the GPU for network training.

When I trained the neural network, I use the classify function to make it "work" on the images that the network has to classify.

Does anyone know whether, in this working phase, "classify" uses GPU or CPU ?

I couldn't find any information in the documentation, and the CPU/GPU setting that sets the training seems to me to have no effect in the working phase.

dnn , classify , gpu , cpu

Expert Answer

Neeta Dsouza answered . 2024-12-21 00:18:57

Classify will automatically choose GPU (if it is available and suitable).

You can also specify the use of GPU explicitly:

classify(net, X, 'ExecutionEnvironment', 'gpu');  
% Available options: 'auto', 'gpu', 'cpu', 'multi-gpu', 'parallel'
% default is 'auto'

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