Check if a file is really a file, whether a string contains anything, and whether you can run a program with these vital patterns.
the model is a a small convolutional neural network with two convolution/maxpool and 2 linear layers. the input is a square 500x500 2d array (because all pixels in my datase images are whether (0,0,0) ...