convolution.py - runs 3 convolution kernels( Sobel X, Sobel Y and box filter kernel). The program also calculates execution times. All the calculations are done on grayscale images that can be found ...

The purpose of this experiment is to fully visualize and understand why using the tensors in the pytorch library for matrix multiplication is much more efficient than doing the same thing inside of ...

Discover how nvmath-python leverages NVIDIA CUDA-X math libraries for high-performance matrix operations, optimizing deep learning tasks with epilog fusion, as detailed by Szymon Karpiński.