Hardware acceleration system for LSTM (Long Short Term Memory) network model
A network model, hardware acceleration technology, applied in biological neural network model, climate sustainability, neural architecture, etc., can solve the problems of lack of research results and general optimization effect at the computing level.
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[0072] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not constitute a conflict with each other.
[0073] Such as figure 1 Shown is an LSTM network-oriented hardware acceleration architecture disclosed in the embodiment of the present invention, wherein the "off-chip memory" is an external off-chip storage device, and the "on-chip processing unit" is the main part of the architecture in this application, mainly including :
[0074] Network reasoning computing core: As a computing accelerato...
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