A Friendly Introduction to Graph Neural Networks
Graph Neural Networks Explained Graph neural networks (GNNs) belong to a category of neural networks that operate naturally on data structured as graphs. Despite being what can be a confusing…
Universes that Learn: Cellular Automata Applications and Acceleration
Cellular Automata Applications and Acceleration For people with passing familiarity with the idea of cellular automata (CA), the first thing that comes to mind is probably John Horton Conway’s Game…
PyTorch 1.7.0 Now Available
PyTorch 1.7.0 PyTorch is a widely used, open source deep learning platform used for easily writing neural network layers in Python enabling a seamless workflow from research to production. Based…
Compute Goes Brrr: Revisiting Sutton’s Bitter Lesson for Artificial Intelligence
A Look Back at Richard Sutton’s Bitter Lesson in AI Not that long ago, in a world not far changed from the one we inhabit today, an ambitious project at…
RTX 3090 Benchmarks for Deep Learning – NVIDIA RTX 3090 vs 2080 Ti vs TITAN RTX vs RTX 6000/8000
NVIDIA RTX 3090 Benchmarks for TensorFlow For this blog article, we conducted deep learning performance benchmarks for TensorFlow on NVIDIA GeForce RTX 3090 GPUs. Our Deep Learning workstation was fitted…