A 28nm 57.6TOPS/W Attention-based NN Processor with Correlative Computing-in-Memory Ring and Dataflow-reshaped Digital-assisted Computing-in-Memory Array

Guo, Ruiqi; Yue, Zhiheng; Li, Hao; Hu, Te; Wang, Yabing; Sun, Hao; Hsu, Jeng-Long; Zhang, Yaojun; Yan, Bonan; Liu, Leibo; Huang, Ru; Wei, Shaojun; Yin, Shouyi

doi:10.1109/a-sscc56115.2022.9980780

2022 IEEE Asian Solid-State Circuits Conference (A-Sscc) 2022

DOI: 10.1109/a-sscc56115.2022.9980780

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A 28nm 57.6TOPS/W Attention-based NN Processor with Correlative Computing-in-Memory Ring and Dataflow-reshaped Digital-assisted Computing-in-Memory Array

Ruiqi Guo

Zhiheng Yue

Hao Li

et al.

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CIMFormer: A 38.9TOPS/W-8b Systolic CIM-Array Based Transformer Processor with Token-Slimmed Attention Reformulating and Principal Possibility Gathering

Guo,

Wang,

Chen

et al. 2023

2023 IEEE Asian Solid-State Circuits Conference (A-Sscc)

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CIMFormer: A 38.9TOPS/W-8b Systolic CIM-Array Based Transformer Processor with Token-Slimmed Attention Reformulating and Principal Possibility Gathering

Guo,

Wang,

Chen

et al. 2023

2023 IEEE Asian Solid-State Circuits Conference (A-Sscc)

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DPIM: A 19.36 TOPS/W 2T1C eDRAM Transformer-in-Memory Chip with Sparsity-Aware Quantization and Heterogeneous Dense-Sparse Core

Kim,

Cho

et al. 2024

2024 IEEE European Solid-State Electronics Research Conference (ESSERC)

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A 28nm 57.6TOPS/W Attention-based NN Processor with Correlative Computing-in-Memory Ring and Dataflow-reshaped Digital-assisted Computing-in-Memory Array

Cited by 2 publications

References 0 publications

CIMFormer: A 38.9TOPS/W-8b Systolic CIM-Array Based Transformer Processor with Token-Slimmed Attention Reformulating and Principal Possibility Gathering

CIMFormer: A 38.9TOPS/W-8b Systolic CIM-Array Based Transformer Processor with Token-Slimmed Attention Reformulating and Principal Possibility Gathering

DPIM: A 19.36 TOPS/W 2T1C eDRAM Transformer-in-Memory Chip with Sparsity-Aware Quantization and Heterogeneous Dense-Sparse Core

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