Deep Learning on a Budget? CPU vs. GPU Training Showdown!
Deep Learning on a Budget? CPU vs. GPU Training Showdown! Hey friend, ever wondered how much faster training a deep learning model gets with a fancy GPU compared to a humble CPU? I stumbled across this awesome GitHub project, “deep-learning-benchmark,” that tackles exactly that. It’s a clean, straightforward benchmark using PyTorch and the classic CIFAR-10 image dataset – perfect for a quick comparison! Essentially, the project trains a ResNet model (a popular convolutional neural network) on CIFAR-10, first using a…