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insight - Parallel Programming
Bend: A Highly Parallel Programming Language Promising Unprecedented Performance
Bend is a revolutionary high-level, massively parallel programming language that combines the simplicity of Python with the power of functional programming, enabling effortless parallelization and unprecedented performance.
Can Large Language Models Effectively Generate Parallel Code?
Large language models struggle to generate correct and efficient parallel code, with closed-source models like GPT-3.5 and GPT-4 outperforming open-source models. LLMs perform best on simple, structured parallel problems like transform and reduction, but struggle with more complex parallel algorithms and sparse, unstructured problems.
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