cuda

Matrices, Tensors, TensorFlow, and the CUDA Stack — The Mathematics and Infrastructure Behind Modern AI

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Modern AI Runs on Mathematics Modern AI looks magical from the outside. You type a prompt into ChatGPT, an image appears from a diffusion model, or a voice assistant responds naturally in real time. Underneath all of it is something surprisingly fundamental: massive amounts of matrix multiplication. Modern AI is built on layers that stack … Read more

NVIDIA GPU Architecture, CUDA, and PTX — How Modern GPU Computing Actually Works

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When people talk about modern AI, high-performance computing, or accelerated graphics, the conversation almost always arrives at NVIDIA.But the real story is not just the hardware. It’s the layered software and execution model built around the GPU: Together, these form one of the most influential computing stacks of the last two decades. From Graphics Card … Read more