KernelDF
Benchmark · LLMs · GPU databases
DataKernelBench
Can LLMs optimize database queries on GPUs?
A benchmark for translating SQL-derived PyTorch programs into optimized CUDA and Triton kernels, evaluated for correctness and execution speed.
AI × data systems × GPU kernels
Data processing,
down to the kernel.
KernelDF is a home for research and open-source software that uses AI to accelerate DataFrame operations and database query execution through specialized GPU kernels.
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