Kmcuda
kmcuda is a large scale K-means and K-nn implementation on NVIDIA GPU / CUDA.[1] The implementation is based on Ding, et al.[2]
Installed Version
The latest main branch (as of 2019-11-22) is installed on the GPU nodes.
It is installed in the python37 conda environment, using the
python/anaconda3 modulefile.
$ module load python/anaconda3
$ conda activate python37
(python37) $
See Anaconda#Conda Environments for infomation on using conda environments.
References
[2] Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup (PDF)