Abstract:Intelligent applications such as digital recognition have problems in the process of training data and model inference, such as idle resources, low efficiency, high power consumption, etc. This paper mainly solves the problem by optimizing the LSTM model. The solution of the optimization model mainly includes the improvement of the matrix vector multiplication of the LSTM model and the improvement of the pruning algorithm. The improvement of the matrix vector multiplication of the LSTM model can reduce the cal… Show more
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