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08/23/2023
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference
Large language models (LLMs) based on transformers have made significant...
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08/26/2022
DiVa: An Accelerator for Differentially Private Machine Learning
The widespread deployment of machine learning (ML) is raising serious co...
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03/01/2022
GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks
Graph convolutional neural networks (GCNs) have emerged as a key technol...
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05/12/2020
