Understanding AI Runtimes: CPU, GPU, LPU, and TPU Explained
Description: In this detailed tutorial, learn about the different runtimes used in AI and machine learning: CPU, GPU, LPU, and TPU. Discover the unique characteristics, advantages, and use cases of each processing unit. Understand how CPUs handle general-purpose tasks, GPUs accelerate parallel processing, LPUs optimize for low-power applications, and TPUs are specialized for deep learning tasks. With practical examples and clear comparisons, this video will help you choose the right runtime for your AI projects, ensuring optimal performance and efficiency. Perfect for beginners and experienced practitioners alike, this tutorial demystifies the hardware that powers modern AI.