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09/12/2023
Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation
We evaluate the use of the open-source Llama-2 model for generating well...
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07/06/2023
Analyzing the Performance Portability of Tensor Decomposition
We employ pressure point analysis and roofline modeling to identify perf...
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06/27/2023
Evaluation of OpenAI Codex for HPC Parallel Programming Models Kernel Generation
We evaluate AI-assisted generative capabilities on fundamental numerical...
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12/02/2020
Parameter Sensitivity Analysis of the SparTen High Performance Sparse Tensor Decomposition Software: Extended Analysis
Tensor decomposition models play an increasingly important role in moder...
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10/26/2020