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PyTorch Implementation of our ICML 2018 paper ["Deep *k*-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"](https://arxiv.org/abs/1806.09228).
In our paper, we proposed a simple yet effective scheme for compressing convolutions though applying *k*-means clustering on the weights, compression is achieved through weight-sharing, by only recording K cluster centers and weight assignment indexes.
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