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Optimizing sparse tensor times matrix on GPUs
Yuchen Ma
, Jiajia Li
, Xiaolong Wu
, Chenggang Yan
,
Jimeng Sun
, Richard Vuduc
Research output
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Article
›
peer-review
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Keyphrases
Time Matrix
100%
Sparse Tensors
100%
Dense Matrix
83%
Matrix multiplication
83%
Tucker Decomposition
50%
NVIDIA
33%
GPU Platform
33%
NVIDIA GPU
33%
Popular
16%
GPU Implementation
16%
Substructure
16%
CPU-GPU
16%
Data Mining Applications
16%
P100
16%
Data Analytics
16%
Thread Granularity
16%
Coalesced Memory Access
16%
GPU Shared Memory
16%
Tensor Methods
16%
Computer Science
Graphics Processing Unit
100%
Matrix Multiply
62%
Data Analytics
12%
Memory Access
12%
Computational Kernel
12%
Granularity
12%
Data Mining Application
12%
Shared Memory
12%
Mathematics
Tensor
100%
Matrix (Mathematics)
54%
Data Analytics
9%
Data Mining
9%
Engineering
Graphics Processing Unit
100%
Granularity
12%
Memory Access
12%
Tensor Method
12%