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Information visualization method and device, storage medium and processor

A technology of operating location and deep learning, applied in the computer field, can solve problems such as visualization and positioning of the development code of the deep learning model.

Pending Publication Date: 2020-11-13
ALIBABA GRP HLDG LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The embodiment of the present invention provides an information visualization method, device, storage medium and processor to at least solve the technical problem that the development code of the deep learning model cannot be visually positioned

Method used

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  • Information visualization method and device, storage medium and processor
  • Information visualization method and device, storage medium and processor
  • Information visualization method and device, storage medium and processor

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0024] According to an embodiment of the present invention, an embodiment of an information visualization method is also provided. It should be noted that the steps shown in the flowcharts of the accompanying drawings can be executed in a computer system such as a set of computer-executable instructions, and, although A logical order is shown in the flowcharts, but in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0025] The method embodiment provided in Embodiment 1 of the present application may be executed in a mobile terminal, a computer terminal, or a similar computing method. figure 1 A hardware structural block diagram of a computer terminal (or mobile device) for realizing the information visualization method is shown. Such as figure 1 As shown, the computer terminal 10 (or mobile device 10) may include one or more (shown by 102a, 102b, ..., 102n in the figure) processor 102 (the processor 102 may ...

Embodiment 2

[0091] According to an embodiment of the present invention, an information visualization device for implementing the above information visualization method is also provided, such as Figure 5 As shown, the device includes: an acquisition unit 51 and a positioning unit 53, wherein the acquisition unit 51 is used to acquire the deep learning code to be executed, wherein the deep learning code is used to train the deep learning model; the positioning unit 53 is used to follow the Set the execution unit, locate the running position of the deep learning code to obtain the positioning result, and visually display the positioning result, wherein the positioning result is used to assist in confirming the potential defects of the deep learning model; and / or, for the deep learning code Do version control.

[0092] It should be noted here that the acquisition unit 51 and the positioning unit 53 correspond to steps S202 and S204 in Embodiment 1, and the examples and application scenarios ...

Embodiment 3

[0101] Embodiments of the present invention may provide a computer terminal, and the computer terminal may be any computer terminal device in a group of computer terminals. Optionally, in this embodiment, the foregoing computer terminal may also be replaced with a terminal device such as a mobile terminal.

[0102] Optionally, in this embodiment, the foregoing computer terminal may be located in at least one network device among multiple network devices of the computer network.

[0103] In this embodiment, the above-mentioned computer terminal can execute the program code of the following steps in the information visualization method of the application program: obtain the deep learning code to be run, wherein the deep learning code is used to train the deep learning model; according to the set execution unit, Locate the running location of the deep learning code to obtain the positioning result, and visually display the positioning result, wherein the positioning result is use...

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PUM

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Abstract

The invention discloses an information visualization method and device, a storage medium and a processor. The method comprises steps that a deep learning code to be operated is acquired, and the deeplearning code is used for training a deep learning model; according to a set execution unit, the operation position of the deep learning code is positioned to obtain a positioning result, the positioning result is visually displayed, and the positioning result is used for assisting in determining potential defects of the deep learning model; and / or version control on the deep learning code is carried out. According to the method, a technical problem that the development code of the deep learning model cannot be visually positioned is solved.

Description

technical field [0001] The present invention relates to the field of computers, in particular to an information visualization method, device, storage medium and processor. Background technique [0002] In 2012, deep learning made its debut with the performance of crushing the second place in the international image recognition competition. In 2016, it became known to the world with AlphaGo. Deep learning frameworks have become the first choice for more and more companies. [0003] However, when developing deep learning models, the traditional coding method has become an obstacle for many data scientists, and it is difficult for scientists who develop on it to get started. For the visual deep learning platform used in the industry, there is no corresponding viewing function for single-step debugging. It makes it impossible for developers to accurately see which layer of the specific code is running when developing on it. [0004] Another convenience is that the current dee...

Claims

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Application Information

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IPC IPC(8): G06F8/34G06F8/71
CPCG06F8/34G06F8/71
Inventor 薛研歆张维王海峰王琳
Owner ALIBABA GRP HLDG LTD