Invention Grant
- Patent Title: Method and apparatus for compiling computation graphs into an integrated circuit
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Application No.: US16666104Application Date: 2019-10-28
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Publication No.: US10726073B2Publication Date: 2020-07-28
- Inventor: Thomas David Baxter Alcorn
- Applicant: Tensil AI Company
- Applicant Address: US CA San Francisco
- Assignee: Tensil AI Company
- Current Assignee: Tensil AI Company
- Current Assignee Address: US CA San Francisco
- Agency: Cognition IP, P.C.
- Agent Edward Steakley
- Main IPC: G06F16/00
- IPC: G06F16/00 ; G06F16/9035 ; G06N3/04 ; G06F12/0802 ; G06F9/30

Abstract:
Disclosed are systems and methods for a compiler, which can receive a computation workload, and a description of the computation graph of the workload and compile a circuit layout of the workload. In one embodiment, an RTL generator assigns the node operations of the computation graph to a first or second type. In the first type, the workload is loaded and processed in tiles equal to a compute filter width. In the second type, the workload is loaded in tiles larger in size than the width of the compute filter, allowing the compute filter to process more operations in parallel and reach the data needed for the underlying operations more efficiently.
Public/Granted literature
- US20200133980A1 Method and Apparatus for Compiling Computation Graphs into an Integrated Circuit Public/Granted day:2020-04-30
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