Description
Product Category: Step-by-Step Guides
Format: PowerPoint
A Step-by-Step Guide to Using GPU and TPU Acceleration for AI
As AI models grow in complexity, traditional CPUs often struggle to provide the necessary computational power. Graphics Processing Units (GPUs) and Tensor Processing Units (TPUs) are specialized hardware designed to accelerate the training and inference of AI models. GPUs excel at parallel processing, making them ideal for deep learning tasks, while TPUs are optimized for high-efficiency matrix operations, such as those found in neural networks. Here is a framework for harnessing GPU and TPU acceleration to enhance AI performance.
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