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vector_quantization

Vector quantization for distributed machine learning

We aim at reducing the communication cost between workers in a distributed machine learning system. Our approach is to compress/quantize the gradients generated in each learning itertaion. Our goal is to find linear and unbiased compressor.

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Vector quantization for distributed machine learning

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