MACO: Exploring GEMM Acceleration on a Loosely-Coupled Multi-Core Processor

General-purpose processor vendors have integrated customized accelerator in their products due to the widespread use of General Matrix-Matrix Multiplication (GEMM) kernels. However, it remains a challenge to further improve the flexibility and scalability of these GEMM-enhanced processors to cater t...

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Bibliographic Details
Main Authors: Sui, Bingcai, Shen, Junzhong, Sun, Caixia, Wang, Junhui, Zheng, Zhong, Guo, Wei
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural networks
Computer architecture
Deep learning
GEMM
general-purpose processor
loosely-coupled architecture
Multicore processing
Parallel processing
Prefetching
Scalability
tile-base instruction set
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