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gpu acceleration

44 papers

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Co-occurring keywords

gpu computing (46) gpu optimization (27) parallel computing (146) large language model (13587) model compression (3302) flash attention (10) homomorphic encryption (56) hardware accelerator (11) parallel training (37) neural network (6616)

Papers

Optimizing the weighted sequence alignment algorithm for large-scale text similarity computation AACL 2022
Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes CVPR 2021
Bringing UMAP Closer to the Speed of Light with GPU Acceleration AAAI 2021
GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 2021
ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020
Kernel Methods Through the Roof: Handling Billions of Points Efficiently NIPS 2020
GCN meets GPU: Decoupling “When to Sample” from “How to Sample” NIPS 2020
Balanced Sparsity for Efficient DNN Inference on GPU AAAI 2019
ReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs AAAI 2019
Unleashing the Unused Potential of i-Vectors Enabled by GPU Acceleration INTERSPEECH 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library NIPS 2019
One-Shot Marginal MAP Inference in Markov Random Fields UAI 2019
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++ EMNLP 2018
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration NIPS 2018
Snap ML: A Hierarchical Framework for Machine Learning NIPS 2018
NCRF++: An Open-source Neural Sequence Labeling Toolkit ACL 2018
Fast Parallel Training of Neural Language Models IJCAI 2017
GIFT: A Real-Time and Scalable 3D Shape Search Engine CVPR 2016
Fast and accurate spike sorting of high-channel count probes with KiloSort NIPS 2016