Series · 🔒 Private

Hardware & Compute

Where the maths meets the silicon. GPUs, CUDA, Apple's MPS/Metal/MLX stack, and what runs locally vs. needs a rented cloud GPU.

1 lesson~4 min read
  1. 01MPS, Metal, MLX & CUDA 🔒The GPU-compute landscape for machine learning — why GPUs, what CUDA / Metal / MLX each are, unified memory on Apple Silicon, and what runs locally on a Mac versus what needs a cloud GPU.4 min