Methods and apparatus for performing matrix multiplication in a streaming processor
By loading data into the streaming processor of the graphics processor and performing matrix multiplication operations, the problems of computational complexity and resource consumption of matrix multiplication are solved, thereby improving performance and optimizing resource utilization.
CN114902179BActive Publication Date: 2026-05-26QUALCOMM INC
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Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- QUALCOMM INC
- Filing Date
- 2020-12-30
- Publication Date
- 2026-05-26
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Figure CN114902179B_ABST
Abstract
This disclosure relates to methods and apparatus for computational processing. For example, the disclosed techniques facilitate improved performance of matrix multiplication in streaming processors. Aspects of this disclosure may utilize a load control unit to execute a first load instruction to load an input dataset of an input matrix from a first memory to a second memory. Aspects of this disclosure may also utilize a load control unit to execute a second load instruction to load a weight dataset of a weight matrix from the first memory to the second memory. Furthermore, aspects of this disclosure may utilize an ALU component to perform matrix multiplication operations using the input dataset and the weight dataset to generate an output matrix. Additionally, aspects of this disclosure may store the output matrix in a general-purpose register accessible to the ALU component.
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