Integrated circuit chip device and related product

An integrated circuit and chip technology, applied in the field of neural networks, can solve the problems of large amount of calculation and high power consumption, and achieve the effect of small amount of calculation, low power consumption, saving transmission resources and computing resources

Active Publication Date: 2019-07-02
CAMBRICON TECH CO LTD
View PDF9 Cites 3 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The operation of the existing neural network is based on CPU (Central Processing Unit, central processing unit) or GPU (English: Graphics Processing Unit, graphics processing unit) to realize the operation of neural network, the calculation amount of this kind of operation is large, and the power consumption is high

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Integrated circuit chip device and related product
  • Integrated circuit chip device and related product
  • Integrated circuit chip device and related product

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0039] In order to enable those skilled in the art to better understand the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only It is a part of the embodiments of the present disclosure, but not all of them. Based on the embodiments in the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present disclosure.

[0040] In the device provided in the first aspect, the main processing circuit is configured to obtain a data block to be calculated and an operation instruction, and divide the data block to be calculated into a distribution data block and a broadcast data block according to the operation instruction; Splitting the distributed data block to obtain multiple basi...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention provides an integrated circuit chip device and a related product. The integrated circuit chip device comprises a main processing circuit and a plurality of basic processing circuits, atleast one basic processing circuit of the main processing circuit or the basic processing circuits comprises a data type operation circuit which is used for executing the conversion between floating point type data and fixed point type data. The technical scheme provided by the invention has the advantages of small calculated amount and low power consumption.

Description

technical field [0001] The present disclosure relates to the field of neural networks, in particular to an integrated circuit chip device and related products. Background technique [0002] Artificial Neural Network (ANN) is a research hotspot in the field of artificial intelligence since the 1980s. It abstracts the human brain neuron network from the perspective of information processing, establishes a simple model, and forms different networks according to different connection methods. In engineering and academia, it is often referred to directly as a neural network or a neural network. A neural network is an operational model consisting of a large number of nodes (or neurons) connected to each other. The calculation of the existing neural network is based on a CPU (Central Processing Unit, central processing unit) or a GPU (English: Graphics Processing Unit, graphics processing unit) to realize the calculation of the neural network, which requires a large amount of calc...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/06G06F9/30
CPCG06N3/082G06N3/061Y02D10/00
Inventor 不公告发明人
Owner CAMBRICON TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap