opencl-llmperf

A collection of datasets and benchmarks for large-scale Performance Modeling with LLMs.

This collection includes these dataset: 1. github-200K: a first version dataset that contains ~1300 kernel's execution time with input size - global size correlation and imbalanced data. 2. github-350k: a second version dataset continued from the first that fix the imbalanced data problem. 3. github-400k: a third version dataset continued from the second that relax the input - global size correlation. 4. github-600K: a fourth version dataset that contains ~6000 kernel's execution time with input size - global size correlation and have balanced data. 5. benchmark-[]: benchmarks for LLMs performance on Perfomance Modeling task.