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by setopt
615 days ago
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Not exactly the same⦠But recently I wanted to pick a library in Python or Julia for simulating differential equations using a GPU. So I asked ChatGPT which libraries exist for this (JAX, CuPy, etc.), asked it to generate code to solve e.g. the 2D heat equation on a 1000x1000 grid for 100 time steps using each of those frameworks. Then I stepped in and verified that each code appeared to do the same thing, and proceeded to benchmark their performance on my hardware. Afterwards I had an informed choice of which framework to use for my project, even though ChatGPT gave me the benchmark code instead of the answer. |
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