Transitive Array: An Efficient GEMM Accelerator with Result Reuse
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Cong, Wei, Chiyue, Tang, Jiaming, Duan, Bowen, Han, Song, Li, Hai, Chen, Yiran |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks
by: Wei, Chiyue, et al.
Published: (2025)
by: Wei, Chiyue, et al.
Published: (2025)
Prosperity: Accelerating Spiking Neural Networks via Product Sparsity
by: Wei, Chiyue, et al.
Published: (2025)
by: Wei, Chiyue, et al.
Published: (2025)
Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication
by: Shan, Haoxuan, et al.
Published: (2025)
by: Shan, Haoxuan, et al.
Published: (2025)
EVA: Accelerating LLM Decoding via an Efficient Vector Quantization Architecture
by: Duan, Bowen, et al.
Published: (2026)
by: Duan, Bowen, et al.
Published: (2026)
FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing
by: Fu, Yuzhe, et al.
Published: (2025)
by: Fu, Yuzhe, et al.
Published: (2025)
GEMM-GS: Accelerating 3D Gaussian Splatting on Tensor Cores with GEMM-Compatible Blending
by: Li, Haomin, et al.
Published: (2026)
by: Li, Haomin, et al.
Published: (2026)
Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models
by: Wei, Chiyue, et al.
Published: (2025)
by: Wei, Chiyue, et al.
Published: (2025)
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs
by: Taka, Endri, et al.
Published: (2024)
by: Taka, Endri, et al.
Published: (2024)
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-aware Cache Compression
by: Cheng, Feng, et al.
Published: (2025)
by: Cheng, Feng, et al.
Published: (2025)
MACO: Exploring GEMM Acceleration on a Loosely-Coupled Multi-core Processor
by: Sui, Bingcai, et al.
Published: (2024)
by: Sui, Bingcai, et al.
Published: (2024)
FIGLUT: An Energy-Efficient Accelerator Design for FP-INT GEMM Using Look-Up Tables
by: Park, Gunho, et al.
Published: (2025)
by: Park, Gunho, et al.
Published: (2025)
tubGEMM: Energy-Efficient and Sparsity-Effective Temporal-Unary-Binary Based Matrix Multiply Unit
by: Vellaisamy, Prabhu, et al.
Published: (2024)
by: Vellaisamy, Prabhu, et al.
Published: (2024)
GAMA: High-Performance GEMM Acceleration on AMD Versal ML-Optimized AI Engines
by: Mhatre, Kaustubh, et al.
Published: (2025)
by: Mhatre, Kaustubh, et al.
Published: (2025)
NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing
by: Wang, Yitu, et al.
Published: (2023)
by: Wang, Yitu, et al.
Published: (2023)
CAMformer: Associative Memory is All You Need
by: Molom-Ochir, Tergel, et al.
Published: (2025)
by: Molom-Ochir, Tergel, et al.
Published: (2025)
Optimizing GEMM for Energy and Performance on Versal ACAP Architectures
by: Papalamprou, Ilias, et al.
Published: (2025)
by: Papalamprou, Ilias, et al.
Published: (2025)
An Efficient Data Reuse with Tile-Based Adaptive Stationary for Transformer Accelerators
by: Li, Tseng-Jen, et al.
Published: (2025)
by: Li, Tseng-Jen, et al.
Published: (2025)
HyDRA: Deadline and Reuse-Aware Cacheability for Hardware Accelerators
by: Agarwal, Ayushi, et al.
Published: (2026)
by: Agarwal, Ayushi, et al.
Published: (2026)
SISA: A Scale-In Systolic Array for GEMM Acceleration
by: Altamura, Luigi, et al.
Published: (2026)
by: Altamura, Luigi, et al.
Published: (2026)
FlexiSAGA: A Flexible Systolic Array GEMM Accelerator for Sparse and Dense Processing
by: Müller, Mika Markus, et al.
Published: (2025)
by: Müller, Mika Markus, et al.
Published: (2025)
tuGEMM: Area-Power-Efficient Temporal Unary GEMM Architecture for Low-Precision Edge AI
by: Nair, Harideep, et al.
Published: (2024)
by: Nair, Harideep, et al.
Published: (2024)
GTA: a new General Tensor Accelerator with Better Area Efficiency and Data Reuse
by: Ai, Chenyang, et al.
Published: (2024)
by: Ai, Chenyang, et al.
Published: (2024)
AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems
by: Cheng, Feng, et al.
Published: (2025)
by: Cheng, Feng, et al.
Published: (2025)
Systolic Array Acceleration of Diagonal-Optimized Sparse-Sparse Matrix Multiplication for Efficient Quantum Simulation
by: Su, Yuchao, et al.
Published: (2025)
by: Su, Yuchao, et al.
Published: (2025)
A Low-Power Sparse Deep Learning Accelerator with Optimized Data Reuse
by: Hsu, Kai-Chieh, et al.
Published: (2025)
by: Hsu, Kai-Chieh, et al.
Published: (2025)
Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen AI NPUs
by: Taka, Endri, et al.
Published: (2025)
by: Taka, Endri, et al.
Published: (2025)
A Scalable FPGA Architecture With Adaptive Memory Utilization for GEMM-Based Operations
by: Petropoulos, Anastasios, et al.
Published: (2025)
by: Petropoulos, Anastasios, et al.
Published: (2025)
CompAir: Synergizing Complementary PIMs and In-Transit NoC Computation for Efficient LLM Acceleration
by: Li, Hongyi, et al.
Published: (2025)
by: Li, Hongyi, et al.
Published: (2025)
FETTA: Flexible and Efficient Hardware Accelerator for Tensorized Neural Network Training
by: Lu, Jinming, et al.
Published: (2025)
by: Lu, Jinming, et al.
Published: (2025)
SparseZipper: Enhancing Matrix Extensions to Accelerate SpGEMM on CPUs
by: Ta, Tuan, et al.
Published: (2025)
by: Ta, Tuan, et al.
Published: (2025)
LlamaF: An Efficient Llama2 Architecture Accelerator on Embedded FPGAs
by: Xu, Han, et al.
Published: (2024)
by: Xu, Han, et al.
Published: (2024)
A 16 nm 1.60TOPS/W High Utilization DNN Accelerator with 3D Spatial Data Reuse and Efficient Shared Memory Access
by: Yi, Xiaoling, et al.
Published: (2026)
by: Yi, Xiaoling, et al.
Published: (2026)
O-POPE: High-Frequency Pipelined Outer Product based GEMM acceleration with minimal buffering overhead
by: Cammarata, Danilo, et al.
Published: (2026)
by: Cammarata, Danilo, et al.
Published: (2026)
Reuse and Blend: Energy-Efficient Optical Neural Network Enabled by Weight Sharing
by: Xu, Bo, et al.
Published: (2024)
by: Xu, Bo, et al.
Published: (2024)
A Low-Dissipation and Scalable GEMM Accelerator with Silicon Nitride Photonics
by: Karempudi, Venkata Sai Praneeth, et al.
Published: (2024)
by: Karempudi, Venkata Sai Praneeth, et al.
Published: (2024)
Bit Transition Reduction by Data Transmission Ordering in NoC-based DNN Accelerator
by: Chen, Yizhi, et al.
Published: (2025)
by: Chen, Yizhi, et al.
Published: (2025)
TMA-Adaptive FP8 Grouped GEMM: Eliminating Padding Requirements in Low-Precision Training and Inference on Hopper
by: Su, Zhongling, et al.
Published: (2025)
by: Su, Zhongling, et al.
Published: (2025)
MIREDO: MIP-Driven Resource-Efficient Dataflow Optimization for Computing-in-Memory Accelerator
by: He, Xiaolin, et al.
Published: (2025)
by: He, Xiaolin, et al.
Published: (2025)
Stream-HLS: Towards Automatic Dataflow Acceleration
by: Basalama, Suhail, et al.
Published: (2025)
by: Basalama, Suhail, et al.
Published: (2025)
DiSC: Resolution-Scalable Acceleration of Diffusion Models by Exploiting Sparsity and Cached Token Reuse with Hash-based Distribution
by: Yoon, Jieon, et al.
Published: (2026)
by: Yoon, Jieon, et al.
Published: (2026)
Similar Items
-
Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks
by: Wei, Chiyue, et al.
Published: (2025) -
Prosperity: Accelerating Spiking Neural Networks via Product Sparsity
by: Wei, Chiyue, et al.
Published: (2025) -
Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication
by: Shan, Haoxuan, et al.
Published: (2025) -
EVA: Accelerating LLM Decoding via an Efficient Vector Quantization Architecture
by: Duan, Bowen, et al.
Published: (2026) -
FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing
by: Fu, Yuzhe, et al.
Published: (2025)