Visualization-based code recognition model training method and device
A technology for identifying models and model training, applied in the field of model training, which can solve the problems of low model training efficiency, large amount of code development, time-consuming, etc., to achieve the effect of reducing the amount of code development, improving training efficiency, and saving training time
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Embodiment 1
[0083] refer to figure 1 , showing a flowchart of the steps of a visualization-based code recognition model training method provided by an embodiment of the present disclosure, such as figure 1 As shown, the visualization-based code recognition model training method may specifically include the following steps:
[0084] Step 101: Display the model configuration page.
[0085] The embodiments of the present disclosure can be applied to scenarios in which the model training mode, model network structure and hyperparameters of the model are customized by the user for model training.
[0086] The model configuration page refers to a page preset by the operator for the user to set the relevant parameters of the model training. In this embodiment, a model editor can be preset, and when the user needs to set the relevant parameters of the model training, it can be activated. In the model editor, a model configuration page can be displayed at this time, and the user can set the rele...
Embodiment 2
[0125] refer to figure 2 , showing a flowchart of the steps of another visualization-based code recognition model training method provided by an embodiment of the present disclosure, such as figure 2 As shown, the visualization-based code recognition model training method may specifically include the following steps:
[0126] Step 201: Display the model configuration page.
[0127] The embodiments of the present disclosure can be applied to scenarios in which the model training mode, model network structure and hyperparameters of the model are customized by the user for model training.
[0128] The model configuration page refers to a page preset by the operator for the user to set the relevant parameters of the model training. In this embodiment, a model editor can be preset, and when the user needs to set the relevant parameters of the model training, it can be activated. In the model editor, a model configuration page can be displayed at this time, and the user can set ...
Embodiment 3
[0192] refer to image 3 , showing a schematic structural diagram of a visualization-based code recognition model training device provided by an embodiment of the present disclosure, such as image 3 As shown, the visualization-based code recognition model training device 300 may specifically include the following modules:
[0193] a configuration page display module 310, configured to display a model configuration page;
[0194] a model parameter obtaining module 320, configured to obtain the model training mode, model network structure and hyperparameters input by the user in the model configuration page;
[0195] A to-be-trained model acquisition module 330, configured to acquire a to-be-trained code recognition model that matches the model network structure;
[0196] a code sample obtaining module 340, configured to obtain, according to the model training mode, a code training sample corresponding to the pre-stored code recognition model to be trained;
[0197] The code...
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