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检索条件"任意字段=IEEE International Conference on Computer-Aided Design and Computer Graphics"
19456 条 记 录,以下是111-120 订阅
AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference  24
AdapMoE: Adaptive Sensitivity-based Expert Gating and Manage...
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43rd international conference on computer-aided design, ICCAD 2024
作者: Zhong, Shuzhang Liang, Ling Wang, Yuan Wang, Runsheng Huang, Ru Li, Meng Institute for Artificial Intelligence Peking University Beijing China School of Integrated Circuits Peking University Beijing China Institute of Electronic Design Automation Peking University Wuxi China Beijing Advanced Innovation Center for Integrated Circuits Beijing China
Mixture-of-Experts (MoE) models are designed to enhance the efficiency of large language models (LLMs) without proportionally increasing the computational demands. However, their deployment on edge devices still faces...
来源: 评论
RankTuner: When design Tool Parameter Tuning Meets Preference Bayesian Optimization  24
RankTuner: When Design Tool Parameter Tuning Meets Preferenc...
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43rd international conference on computer-aided design, ICCAD 2024
作者: Xu, Peng Zheng, Su Ye, Yuyang Bai, Chen Xu, Siyuan Geng, Hao Ho, Tsung-Yi Yu, Bei The Chinese University of Hong Kong Hong Kong Huawei Noah’s Ark Lab Canada ShanghaiTech University China
Electronic design Automation (EDA) tools are critical in the Very Large Scale Integration (VLSI) flow. To address the challenges posed by the extensive search space and intricate feature interactions, statistical and ... 详细信息
来源: 评论
Sustainable High-Performance Instruction Selection for Superscalar Processors  24
Sustainable High-Performance Instruction Selection for Super...
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43rd international conference on computer-aided design, ICCAD 2024
作者: Sheikhpour, Saeideh Metz, David Jellum, Erling Själander, Magnus Eeckhout, Lieven Ghent University Belgium Norway
Sustainability is a grand societal challenge, which requires our urgent attention given the significant and growing contribution of electronic devices to global warming. The environmental footprint of an electronic de... 详细信息
来源: 评论
FloorSet - a VLSI Floorplanning Dataset with design Constraints of Real-World SoCs  24
FloorSet - a VLSI Floorplanning Dataset with Design Constrai...
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43rd international conference on computer-aided design, ICCAD 2024
作者: Mallappa, Uday Mostafa, Hesham Galkin, Mikhail Phielipp, Mariano Majumdar, Somdeb Intel Labs United States
Floorplanning for systems-on-a-chip (SoCs) and its sub-systems is a crucial and non-trivial step of the physical design flow. It represents a difficult combinatorial optimization problem. A typical large scale SoC wit... 详细信息
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Partial Differential Equation Acceleration by Exploiting Value Similarity  24
Partial Differential Equation Acceleration by Exploiting Val...
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43rd international conference on computer-aided design, ICCAD 2024
作者: Li, Zehua Ma, Kaisheng Xi’an Jiaotong University Shaanxi Xi An China Shaanxi Xi An China Tsinghua University Beijing China
Partial Differential Equations (PDEs) are integral in modeling various scientific and engineering phenomena. One of the most common numerical solutions for these equations is the Finite Difference Method (FDM), which ... 详细信息
来源: 评论
ChatOPU: An FPGA-based Overlay Processor for Large Language Models with Unstructured Sparsity  24
ChatOPU: An FPGA-based Overlay Processor for Large Language ...
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43rd international conference on computer-aided design, ICCAD 2024
作者: Zhao, Tiandong Lu, Shaoqiang Wu, Chen He, Lei University of California Los Angeles United States Shanghai Jiao Tong University China Ningbo Institute of Digital Twin Eastern Institute of Technology China
Large language models (LLMs) have achieved notable success on many applications with increasingly tremendous parameters and computations. While hardware accelerators on Transformer-based models have been extensively s... 详细信息
来源: 评论
Is Vanilla Bayesian Optimization Enough for High-Dimensional Architecture design Optimization?  24
Is Vanilla Bayesian Optimization Enough for High-Dimensional...
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43rd international conference on computer-aided design, ICCAD 2024
作者: Gao, Yuanhang Luo, Donger Bai, Chen Yu, Bei Geng, Hao Sun, Qi Zhuo, Cheng Zhejiang University China ShanghaiTech University China Chinese University of Hong Kong Hong Kong State Key Laboratory of Integrated Chips and Systems China
In the tide of explosive development in artificial intelligence (AI), the design of AI System-on-Chips (SoCs) is an urgently pressing issue that needs to be addressed. The application of design Space Exploration (DSE)... 详细信息
来源: 评论
MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers  24
MCUBERT: Memory-Efficient BERT Inference on Commodity Microc...
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43rd international conference on computer-aided design, ICCAD 2024
作者: Yang, Zebin Chen, Renze Wu, Taiqiang Wong, Ngai Liang, Yun Wang, Runsheng Huang, Ru Li, Meng Institute for Artificial Intelligence Peking University Beijing China School of Integrated Circuits Peking University Beijing China School of Computer Science Peking University Beijing China The University of Hong Kong Hong Kong Institute of Electronic Design Automation Peking University Wuxi China Beijing Advanced Innovation Center for Integrated Circuits Beijing China
In this paper, we propose MCUBERT to enable language models like BERT on tiny microcontroller units (MCUs) through network and scheduling co-optimization. We observe the embedding table contributes to the major storag... 详细信息
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computer-aided Load Forecasting and Optimal Dispatching Algorithm for Power Systems  1
Computer-Aided Load Forecasting and Optimal Dispatching Algo...
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1st international conference on Intelligent Systems and Computational Networks, ICISCN 2025
作者: Zhang, Zhiqiang Pang, Xiaoling Jia, Yongmin Haidu College Qingdao Agricultural University Shandong Laiyang China
In order to solve the problems of low load forecasting accuracy and low operating efficiency caused by strong load fluctuation and rapid changes in electricity demand in the power system, this paper introduces a compu... 详细信息
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The Power of Graph Signal Processing for Chip Placement Acceleration  24
The Power of Graph Signal Processing for Chip Placement Acce...
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43rd international conference on computer-aided design, ICCAD 2024
作者: Liu, Yiting Zhou, Hai Wang, Jia Yang, Fan Zeng, Xuan Shang, Li School of Computer Science Fudan University Shanghai China Department of ECE Northwestern University Evanston United States Department of ECE IIIinois Institute of Technology Chicago United States State Key Lab of ASIC & System Microelectronics Department Fudan University Shanghai China
Placement is a critical task with high computation complexity in VLSI physical design. Modern analytical placers formulate the placement objective as a nonlinear optimization task, which suffers a long iteration time.... 详细信息
来源: 评论