Convolutional neural network model based data processing method and device
A technology of a convolutional neural network and a data processing device, which is applied in the field of data processing based on a convolutional neural network model, and can solve problems such as decreased computing performance.
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0020] Hereinafter, the present invention will be described in detail with reference to the drawings and examples. It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other.
[0021] The core principle of the present invention: the parameter data of the convolutional layer and the fully connected layer in the pre-trained convolutional neural network model are cyclically retrained as discrete data in the preset format, and the converted model has no loss of precision; the preset format Discrete data is stored in low bits.
[0022] Among them, the parameter data of the convolutional layer and the fully connected layer in the model are all in FP32 format (32-bit floating-point storage format).
[0023] Further, before the parameter data of the convolutional layer and / or the fully connected layer in the convolutional neural network model are cyclically trained to obtain the d...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com