GRAPH CONVERSION METHOD

Patent №

US 11,630,986

Granted

2023-04-18

Filed 2020

Owner

GRAPHCORE LIMITED

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16838075

A method for generating an executable program to run on a system of one or more processor chips each comprising a plurality of tiles. The method comprises: receiving a graph comprising a plurality of data nodes, compute vertices and directional edges, wherein the graph is received in a first graph format that does not specify which data nodes and vertices are allocated to which of the tiles; and generating an application programming interface, API, for converting the graph, to determine a tile-mapping allocating the data nodes and vertices amongst the tiles. The generating of the API comprises searching the graph to identify compute vertices which match any of a predetermined set of one or more compute vertex types. The API is then called to convert the graph to a second graph format that includes the tile-mapping, including the allocation by the assigned memory allocation functions.

Machine learningAI hardwareG06F 9/5066G06N 3/04G06F 9/54G06F 16/9024G06F 17/15G06F 17/16G06N 3/045G06N 3/0464+3 more

AI classification

AI hardware1.00
Machine learning0.71
Vision0.02
Planning0.00
Natural language0.00
Knowledge representation0.00
Evolutionary computation0.00
Speech0.00

Ownership

GRAPHCORE LIMITED

assignment · 522920070

Assignors

NORMAN, DAVID

On an employer assignment, the assignors are typically the inventors.

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