How to cluster big training matrix using K-means algorithm

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Hi all,
I have big training matrix 768 * 10000 contains extracted features from images,How can I cluster it to construct visual words vocabulary for using it in the Bag of features model . Any sugestion will be helping me.
Thank to all

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