cuda backend 1gpu acceleration 1nested arrays 1ragged data structures 1scientific python libraries 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.SE2026
Advancing Awkward Arrays for High-Performance CPU and GPU Processing
Ianna Osborne, Manasvi Goyal
The paper describes recent enhancements to the Awkward Array Python library that enable efficient GPU processing of nested, variable‑length data using CUDA and NVIDIA's core comput…
cs.CV2024
Image Classification Using Singular Value Decomposition and Optimization
Isabela M. Yepes, Manasvi Goyal
This study investigates the applicability of Singular Value Decomposition for the image classification of specific breeds of cats and dogs using fur color as the primary identifyin…