How to calculate the Average speed performances of a CNN network in MATLAB that is used for classification of signals?

How to calculate the Average speed performances of a CNN network in MATLAB that is used for classification of signals?

[Walter Roberson]

As I asked before in https://www.mathworks.com/matlabcentral/answers/1911930-how-to-calculate-number-of-floating-point-operations-flops-of-a-cnn-model-in-matlab#comment_2614255 we need to know whether you are asking about speed of training or speed of application after training ?

Does this CNN live entirely on the CPU, or does it also live partly on the GPU ?

GPU measurement is tricky because different models of GPU can implement some operations quite differently. In particular, the NVIDIA models can have very different double precision performance than other models.

[debojit sharma]

Sir, I need to calculate both, speed of training as well as speed of application after training. Yes sir, CNN training is done entirely on CPU

[Walter Roberson]

See toc and timeit and cputime

None of these have any way of telling you "how much" work is done.