UMAP speeds up significantly with GPU acceleration.
problem Efficient GPU implementation of UMAP.
method Various techniques to optimize UMAP for GPU, including data partitioning and parallelization.
result Up to 100x speedup in practice.
A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.
UMAP speeds up significantly with GPU acceleration.