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November 2015 Archives

November 20, 2015

Computer Vision , Machine learning , Parallel processing

Method for packing 8-bit (int8) arrays into GPU memory by Theano

GPU memory is limited. Although NVIDIA TITAN X, which has 12-GB memory, is expensive, sometimes 12 GB is not sufficient. GPU memory is smaller for subordinate GPU models. A numerical value that can be stored in one byte can be stored as an 8-bit integer in GPU memory, and thus the GPU memory is more effectively used. So this article describes a method to do so.


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