Customizable embedded AI model landing hardware architecture
A hardware architecture and embedded technology, applied in the computer field, can solve problems such as difficult to meet embedded artificial intelligence, and achieve the effect of satisfying AI processing and embedded processing capabilities
Inactive Publication Date: 2021-09-17
深圳思悦创新有限公司 +1
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Problems solved by technology
[0004] The present invention provides a customizable embedded AI model landing hardware architecture, which can solve the above-mentioned technical problems that are difficult to meet embedded artificial intelligence
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[0029] The principles and features of the present invention are described below in conjunction with the accompanying drawings, and the examples given are only used to explain the present invention, and are not intended to limit the scope of the present invention.
[0030] In order to better understand the above-mentioned purpose, features and advantages of the present application, the present disclosure will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the described embodiments are some of the embodiments of the present disclosure, but not all of the embodiments. The specific embodiments described here are only used to explain the present disclosure, but not to limit the present application. All other embodiments obtained by persons of ordinary skill in the art based on the described embodiments of the present application belong to the protection scope of the present application.
[0031] It s...
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The embodiment of the invention provides a customizable embedded AI model landing hardware architecture which comprises a customizable power supply module, a detector module, an AI processor module, a debugging module and a peripheral module, the customizable power supply module is used for supplying power to other modules; wherein the customizable detector module is used for collecting data; the customizable AI processor module is used for completing processing of different AI model algorithms on acquired data and different embedded functions according to requirements and scenes through a processor customized by the customizable AI processor module; the customizable debugging module is used for providing online debugging for the customizable AI processor module; and the customizable peripheral module can customize different peripheral functions to communicate with the outside according to requirements and scenes. Each module in the application can meet the requirements of local implementation of different AI models and different embedded application scenes through flexible customization, so that a complex AI model algorithm and an embedded function are realized, and local real-time AI processing and embedded processing capabilities are met.
Description
technical field [0001] The present invention relates to the field of computer technology, in particular to a customizable embedded AI model landing hardware architecture. Background technique [0002] At present, artificial intelligence algorithms are usually completed by complex and huge hardware devices composed of powerful GPUs or AI chip processors. Such hardware devices have high cost and high power consumption, and are generally used for server acceleration, or use these through the network. After the hardware device completes the artificial intelligence algorithm in the cloud, it sends the result back to the local. Later, artificial intelligence algorithms gradually appeared to be completed by local embedded hardware devices, so that artificial intelligence can be applied to consumer devices to realize embedded artificial intelligence devices, such as smart phones, car cameras, etc. [0003] Embedded artificial intelligence has high requirements on hardware cost, pow...
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IPC IPC(8): G06F15/78
CPCG06F15/7896
Inventor 李卫东刘平涛罗博文张招
Owner 深圳思悦创新有限公司