Data processing method and related equipment
A data processing and data technology, applied in the field of data processing, can solve the problems of not being able to take into account the requirements of eigenvalue analysis, hardware cost and software maintenance cost, high computing performance, and not being able to take into account the similarity analysis of eigenvalues
Pending Publication Date: 2022-07-08
SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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[0003] However, such solutions can only satisfy the independent calculation and analysis of a single computing platform, and cannot take into account the contradiction between the small and large eigenvalue analysis requirements, hardware costs, software maintenance costs, and high computing performance.
That is to say, the existing deployment and control engine cannot take into account both the use of CPU for eigenvalue similarity analysis and the use of GPU for eigenvalue similarity analysis
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[0021] The embodiments of the present application will be described below with reference to the accompanying drawings in the embodiments of the present application.
[0022] see figure 1 , figure 1 This is a schematic flowchart of a data processing method provided by an embodiment of the present application. The data processing method can be applied to an electronic device, and the data processing method includes but is not limited to the following steps.
[0023] Step 101: When a data processing request is acquired, cache M pieces of data to be processed corresponding to the data processing request in a batch data cache management warehouse, where the M is a positive integer.
[0024] Wherein, the data processing request may be a feature value similarity analysis request, and the data to be processed may be M feature values whose similarity needs to be analyzed.
[0025] It should be understood that before the M data to be processed corresponding to the data processing re...
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The embodiment of the invention provides a data processing method and related equipment, and the method comprises the steps: when a data processing request is obtained, caching M pieces of to-be-processed data corresponding to the data processing request in a batch data caching management warehouse, M being a positive integer; the batch data is obtained from the batch data cache management warehouse in P times, batch processing is conducted on the batch data obtained in the P times, so that a processing result is obtained, P is a positive integer, the batch data comprises N pieces of data to be processed, and N is a positive integer; if M < = N, P = 1, and N = M; if M is greater than N, the batch data obtained by the previous P-1 times in the P times comprises N pieces of data to be processed, and the batch data obtained by the last time in the P times comprises M-(P-1) * N pieces of data to be processed. By adopting the embodiment of the invention, the data processing requirements of relatively small magnitude and relatively large magnitude can be considered.
Description
technical field [0001] The present application relates to the technical field of data processing, and in particular, to a data processing method and related equipment. Background technique [0002] The problem to be solved by the core technology of the deployment control engine is the real-time monitoring of specific targets in video image application scenarios, and the core computing technology used in the real-time monitoring of specific targets is eigenvalue similarity analysis. For the similarity analysis of eigenvalues of the order of millions or even tens of millions, an accelerated computing platform, such as a graphics processing unit (GPU) or other hardware-accelerated computing platforms such as neural network processors, needs to be used; The similarity analysis of the eigenvalues can be calculated by the central processing unit (CPU). [0003] However, such solutions can only satisfy the independent calculation and analysis of a single computing platform, an...
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IPC IPC(8): G06V20/40G06K9/62G06V10/74
CPCG06F18/22Y02D10/00
Inventor 宁哲
Owner SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD