Performance analysis refers to the process of evaluating the effectiveness and efficiency of algorithms or models, particularly in the context of optimization methods. This evaluation often includes examining convergence rates, computational costs, and overall accuracy of the methods used. Understanding performance analysis is essential for determining which optimization techniques yield the best results when training deep learning models.
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