Opal: A 16nm Coarse-Grained Reconfigurable Array for Full Sparse ML Applications

Po-Han Chen, Bo Wun Cheng, Michael Oduoza, Zhouhua Xie,Kalhan Koul, Sai Gautham Ravipati, Yuchen Mei, Rupert Lu,Alex Carsello, Mark Horowitz,Priyanka Raina

2025 IEEE Custom Integrated Circuits Conference (CICC)（2025）

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关键词

Machine Learning Applications,Benchmark,Machine Learning,Machine Learning Models,Energy Conservation,Softmax,Promising Way,Data Streams,State Machine,Microarchitecture,Opportunities For Improvement,Sparse Representation,Graph Convolutional Network,Sparse Model,Short Bursts,Partial Sums,Density Modulation,Datapath,Reduction In Runtime,Value Stream

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