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Introduction to CUDA Programming for Python Developers

GPUs are massively parallel processors with thousands of cores designed to handle many operations at once. To use a software development analogy, consider a CPU as a single-threaded application that excels at complex, sequential tasks but can only handle a few operations at a time. In contrast, a GPU is like a multi-threaded application with thousands of threads, each handling a small part of the task simultaneously. While the CPU is great for intricate, step-by-step processes, the GPU's strengt...

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