PyTorch, a widely used open-source machine learning library, provides extensive support for deep learning applications. One of the common preprocessing steps in deep learning is the flattening of data, which refers to converting multi-dimensional input data into a one-dimensional array. This process is essential when transitioning from convolutional layers to fully connected layers in neural