Invention Grant
- Patent Title: Tensor controller architecture
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Application No.: US17135521Application Date: 2020-12-28
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Publication No.: US11922306B2Publication Date: 2024-03-05
- Inventor: Harshit Khaitan , Ganesh Venkatesh , Simon James Hollis
- Applicant: Meta Platforms, Inc.
- Applicant Address: US CA Menlo Park
- Assignee: Meta Platforms, Inc.
- Current Assignee: Meta Platforms, Inc.
- Current Assignee Address: US CA Menlo Park
- Agency: Greenberg Traurig, LLP
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06F12/02

Abstract:
A machine-learning accelerator system, comprising: a plurality of controllers each configured to traverse a feature map with n-dimensions according to instructions that specify, for each of the n-dimensions, a respective traversal size, wherein each controller comprises: a counter stack comprising counters each associated with a respective dimension of the n-dimensions of the feature map, wherein each counter is configured to increment a respective count from a respective initial value to the respective traversal size associated with the respective dimension associated with that counter; a plurality of address generators each configured to use the respective counts of the counters to generate at least one memory address at which a portion of the feature map is stored; and a dependency controller computing module configured to (1) track conditional statuses for incrementing the counters and (2) allow or disallow each of the counters to increment based on the conditional statuses.
Public/Granted literature
- US20220207345A1 TENSOR CONTROLLER ARCHITECTURE Public/Granted day:2022-06-30
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