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The code in this article is incorrect. The CUDA kernel is never called: https://github.com/RijulTP/GPUToolkit/blob/f17fec12e008d0d37...
I'd also like to point out that 90 % of the time spent to "compute" the Mandelbrot set with the JIT-compiled code is spent on compiling the function, not on computation.
If you actually want to learn something about CUDA, implementing matrix multiplication is a great exercise. Here are two tutorials:
https://cnugteren.github.io/tutorial/pages/page1.html
https://siboehm.com/articles/22/CUDA-MMM
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