Neural network optimization method and related equipment
A neural network and optimization method technology, applied in the field of neural network optimization, can solve problems such as large quantization error, and achieve the effect of reducing quantization error, training and use efficiently
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[0070] The embodiment of the present application provides a neural network optimization and related equipment, which is used to adjust the value of each weight in the weight matrix of each layer of the neural network to +1 or -1, and the adjusted weight matrix of each layer (eg, The value of the weight matrix of the mth layer) is related to the value of the weight matrix before the adjustment of the previous layers (such as the 1st layer to the m-1th layer). This optimization method makes each layer in the weight matrix The value of the weight is not only related to itself, but also related to the weight matrix of other layers, which reduces the quantization error and makes the training and use of the neural network more efficient.
[0071] The terms "first", "second" and the like in the description and claims of the present application and the above drawings are used to distinguish similar objects and are not necessarily used to describe a specific order or sequence. It shoul...
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