Abstract
This paper describes in detail the problems of implementing parallel computing based on the CUDA hardware and software stack. It provides a comprehensive analysis of the key aspects of using CUDA for parallel programming and data processing. The paper examines in detail the structure of the CUDA architecture, describes the programming model and the optimization process
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