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Runtime Configurable Register Files For Artificial Intelligence Workloads
Abstract: There is disclosed a system and method of performing an artificial intelligence (AI) inference, including: programming an AI accelerator circuit to solve an AI problem with a plurality of layer-specific register file (RF) size allocations, wherein the AI accelerator circuit comprises processing elements (PEs) with respective associated RFs, wherein the RFs individually are divided into K sub-banks of size B bytes, wherein B and K are integers, and wherein the RFs include circuitry to individually allocate a sub-bank to one of input feature (IF), output feature (OF), or filter weight (FL), and wherein programming the plurality of layer-specific RF size allocations comprises accounting for sparse data within the layer; and causing the AI accelerator circuit to execute the AI problem, including applying the layer-specific RF size allocations at run-time.
Notices, Deadlines & Correspondence
Patent Information
Applicants
INTEL CORPORATION
Inventors
1. MOHAPATRA, Debabrata
2. RAHA, Arnab
3. MATHAIKUTTY, Deepak Abraham
4. SUNG, Raymond Jit-Hung
5. BRICK, Cormac Michael
Specification
Documents
Application Documents
| # | Name | Date |
|---|---|---|
| 1 | 202347077224-PRIORITY DOCUMENTS [13-11-2023(online)].pdf | 2023-11-13 |
| 2 | 202347077224-POWER OF AUTHORITY [13-11-2023(online)].pdf | 2023-11-13 |
| 3 | 202347077224-FORM 1 [13-11-2023(online)].pdf | 2023-11-13 |
| 4 | 202347077224-DRAWINGS [13-11-2023(online)].pdf | 2023-11-13 |
| 5 | 202347077224-DECLARATION OF INVENTORSHIP (FORM 5) [13-11-2023(online)].pdf | 2023-11-13 |
| 6 | 202347077224-COMPLETE SPECIFICATION [13-11-2023(online)].pdf | 2023-11-13 |
| 7 | 202347077224-CLAIMS UNDER RULE 1 (PROVISIO) OF RULE 20 [13-11-2023(online)].pdf | 2023-11-13 |
| 8 | 202347077224-FORM 3 [13-05-2024(online)].pdf | 2024-05-13 |
| 9 | 202347077224-FORM 18 [16-05-2024(online)].pdf | 2024-05-16 |
| 10 | 202347077224-POA [23-07-2024(online)].pdf | 2024-07-23 |
| 11 | 202347077224-MARKED COPIES OF AMENDEMENTS [23-07-2024(online)].pdf | 2024-07-23 |
| 12 | 202347077224-FORM 13 [23-07-2024(online)].pdf | 2024-07-23 |
| 13 | 202347077224-AMMENDED DOCUMENTS [23-07-2024(online)].pdf | 2024-07-23 |
| 14 | 202347077224-Proof of Right [29-10-2024(online)].pdf | 2024-10-29 |
| 15 | 202347077224-FER.pdf | 2025-07-25 |
| 16 | 202347077224-FORM 3 [26-08-2025(online)].pdf | 2025-08-26 |
| 17 | 202347077224-OTHERS [26-09-2025(online)].pdf | 2025-09-26 |
| 18 | 202347077224-FER_SER_REPLY [26-09-2025(online)].pdf | 2025-09-26 |
| 19 | 202347077224-COMPLETE SPECIFICATION [26-09-2025(online)].pdf | 2025-09-26 |
| 20 | 202347077224-CLAIMS [26-09-2025(online)].pdf | 2025-09-26 |
| 21 | 202347077224-ABSTRACT [26-09-2025(online)].pdf | 2025-09-26 |
Search Strategy
| 1 | SearchStrategyMatrix202347077224E_27-06-2024.pdf |