Vector multiply-accumulate processing method, apparatus, storage medium, and program product
By selecting and copying the updated coefficients and multiplying and adding them with the data matrix, the problem of numerous operation instructions in the vector multiplication and accumulation process is solved, thus improving computational efficiency.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- SUNMMIO SCIENCE & TECHNOLOGY (BEIJING) CO LTD
- Filing Date
- 2025-10-31
- Publication Date
- 2026-07-03
AI Technical Summary
The existing vector multiplication and accumulation process requires multiple computer operation instructions in the attention mechanism calculation, resulting in a low operation speed and affecting computational efficiency.
In response to receiving the first multiply-accumulate instruction, (z) elements are selected from the updated coefficient vector as the current updated coefficients, and copied to (z) registers. These are then multiplied and added to the second data matrix to obtain the vector multiply-accumulate result, thus reducing the number of operation instructions.
This improves the computational efficiency of vector multiplication and accumulation, thereby enhancing the overall computational efficiency of the attention mechanism.
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Abstract
Citation Information
Patent Citations
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