Storage and calculation integrated processor, processing system and algorithm model deployment method

A processor-integrated technology, applied in neural learning methods, biological neural network models, energy-saving computing, etc., can solve problems such as the lack of efficient and general memristor memory-computing integrated architecture and chip reporting.

Pending Publication Date: 2021-05-25
TSINGHUA UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

At present, memristor chip implementations are mainly macro-array chips with simple structure (integrated memristor array and simple peripheral circuit structure) and highly customized dedicated chips for specific networks and specific applications, lacking efficient and general-purpose memristors. Storage and Computing Integrated Architecture and Chip Report

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  • Storage and calculation integrated processor, processing system and algorithm model deployment method
  • Storage and calculation integrated processor, processing system and algorithm model deployment method
  • Storage and calculation integrated processor, processing system and algorithm model deployment method

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Embodiment Construction

[0038] In order to make the purpose, technical solutions and advantages of the embodiments of the present disclosure clearer, the technical solutions of the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings of the embodiments of the present disclosure. Apparently, the described embodiments are some of the embodiments of the present disclosure, not all of them. Based on the described embodiments of the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without creative effort fall within the protection scope of the present disclosure.

[0039] Unless otherwise defined, the technical terms or scientific terms used in the present disclosure shall have the usual meanings understood by those skilled in the art to which the present disclosure belongs. "First", "second" and similar words used in the present disclosure do not indicate any order, quantity or importan...

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Abstract

The invention discloses a storage and calculation integrated processor, a storage and calculation integrated processing system, a storage and calculation integrated processing device and an algorithm model deployment method based on the storage and calculation integrated processor. The storage and calculation integrated processor comprises a first main control unit and a plurality of memristor processing modules, the first main control unit is configured to be capable of scheduling and controlling the memristor processing modules, and the memristor processing modules are configured to be capable of performing calculation according to scheduling and control of the first main control unit. The plurality of memristor processing modules are further configured to be capable of performing communication for calculation without depending on the first main control unit. The memristor processing module in the storage and calculation integrated processor can perform calculation according to the scheduling and control of the first main control unit, and can perform communication for calculation without depending on the first main control unit, so that the storage and calculation integrated processor has a mixed scheduling structure integrating control flow and data flow, and therefore, the invention has high calculation efficiency while meeting the requirements of flexibility and universality.

Description

technical field [0001] Embodiments of the present disclosure relate to an integrated storage-computing processor, a storage-computing integrated processing system, a storage-computing integrated processing device, and a method for deploying an algorithm model based on a storage-computing integrated processor. Background technique [0002] The information age has shown a new trend of intelligence, and the main problem it faces is the contradiction between the explosive growth of data and model scale and the limited computing power. Due to the gradual stagnation of the development of Moore's Law, and the inherent structural defects of the separation of storage and calculation in traditional computing systems, classical computing chips cannot meet the high computing power and high energy efficiency requirements of artificial intelligence development. Memristor-based storage-computing integrated technology is expected to make a disruptive breakthrough. Relying on the advantages ...

Claims

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Application Information

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IPC IPC(8): G06N3/063G06N3/04G06N3/08
CPCG06N3/063G06N3/04G06N3/08Y02D10/00G06F15/7821G06F9/4881G06F9/3004G06F9/3877
Inventor 姚鹏高滨吴大斌何虎唐建石钱鹤吴华强
Owner TSINGHUA UNIV
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