PermDNN - Efficient Compressed DNN Architecture with Permuted Diagonal Matrices.

MICRO, pp.189-202, (2018)

Cited by: 31|Views24
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Abstract:

Deep neural network (DNN) has emerged as the most important and popular artificial intelligent (AI) technique. The growth of model size poses a key energy efficiency challenge for the underlying computing platform. Thus, model compression becomes a crucial problem. However, the current approaches are limited by various drawbacks. Specific...More

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