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Deep Reinforcement Learning

Practical AI

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Optimizing Stochastic Gradient Descent for GPUs

This chapter explores the efficiency of stochastic gradient descent using GPUs, emphasizing the advantages of increasing batch size for enhanced resource utilization. A case study on training the game Pong illustrates how leveraging multiple GPUs can significantly accelerate learning and improve machine learning workflows.

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