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Efficient and High-quality Graph Coloring on the GPU
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chenxuhao/csrcolor
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Copyright 2016 Xuhao Chen, National University of Defense Technology
This is the code for sequential graph coloring on CPU and CUDA code for parallel graph coloring on GPGPUs.
Variants:
csrcolor: graph coloring routine of NVIDIA cusparse
3-step-GM: parallel graph coloring implemented on GPGPUs by Grosset et al.
sequential: sequential graph coloring using FirstFit strategy
datadriven: datadriven implementation of parallel graph coloring using FirstFit strategy
topodriven: topodriven implementation of parallel graph coloring using FirstFit strategy
Requirements:
compute capability 3.5 and higher
Kepler or later GPU hardware
CUB v1.1.1
The instructions below assume CSRCOLOR_CODE has been installed in $CSRCOLOR_CODE_DIR.
Each variant directory under $CSRCOLOR_CODE_DIR/$VARIANT contains a README that
explains what $VARIANT does, how to run it, details of implementations
and other useful info.
INSTALLATION
You will need to download and install CUB from here:
http://nvlabs.github.io/cub/
Place a symlink to the top-level CUB directory in $CSRCOLOR_CODE_DIR. Assuming
the top-level CUB directory is $CUBDIR:
$ cd $CSRCOLOR_CODE_DIR
$ ln -s $CUBDIR
BUILDING
Assuming you're in $CSRCOLOR_CODE_DIR:
$ make # compiles all variants
RUNNING
Each variant directory under $CSRCOLOR_CODE_DIR contains a simple `run' script that
runs the application with all recommended inputs.
Authors:
Xuhao Chen <cxh.nudt@gmail.com>
Pingfan Li <li_pingfan@163.com>
Citations:
Pingfan Li et al., High Performance Parallel Graph Coloring on GPGPUs, IPDPSW, 2016
Xuhao Chen et al., Efficient and High-quality Sparse Graph Coloring on the GPU, Tech. Rep. NUDT-CS-2016-003, 2016
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