HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark

19 March 2021

Yue Wang

Papers citing "HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark"

50 / 66 papers shown

Title
Sim-is-More: Randomizing HW-NAS with Synthetic Devices F. Capuano Gabriele Tiboni Niccolò Cavagnero Giuseppe Averta 26 0 0 01 Apr 2025
Arch-LLM: Taming LLMs for Neural Architecture Generation via Unsupervised Discrete Representation Learning Deshani Geethika Poddenige Sachith Seneviratne Damith A. Senanayake Mahesan Niranjan PN Suganthan Saman K. Halgamuge 36 0 0 28 Mar 2025
MONAS: Efficient Zero-Shot Neural Architecture Search for MCUs Ye Qiao Haocheng Xu Yifan Zhang Sitao Huang 23 0 0 26 Aug 2024
Combining Neural Architecture Search and Automatic Code Optimization: A Survey Inas Bachiri Hadjer Benmeziane Smail Niar Riyadh Baghdadi Hamza Ouarnoughi Abdelkrime Aries 18 0 0 07 Aug 2024
Offline Multi-Objective Optimization Ke Xue Rong-Xi Tan Xiaobin Huang Chao Qian OffRL 30 5 0 06 Jun 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework Yiyang Zhao Yunzhuo Liu Bo Jiang Tian Guo 24 3 0 03 Jun 2024
Multi-Objective Neural Architecture Search by Learning Search Space Partitions Yiyang Zhao Linnan Wang Tian Guo 38 1 0 01 Jun 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models R. Sukthanker Arber Zela B. Staffler Aaron Klein Lennart Purucker Jorg K. H. Franke Frank Hutter ELM 25 3 0 16 May 2024
Surprisingly Strong Performance Prediction with Neural Graph Features Gabriela Kadlecová Jovita Lukasik Martin Pilát Petra Vidnerová Mahmoud Safari Roman Neruda Frank Hutter GNN OOD 35 1 0 25 Apr 2024
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation Yifan Zhao Zhenyu Liang Zhichao Lu Ran Cheng 18 1 0 25 Apr 2024
LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights Thibault Castells Hyoung-Kyu Song Bo-Kyeong Kim Shinkook Choi 21 18 0 18 Apr 2024
Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity Nilotpal Sinha Peyman Rostami Abd El Rahman Shabayek Anis Kacem Djamila Aouada 25 0 0 15 Apr 2024
Accel-NASBench: Sustainable Benchmarking for Accelerator-Aware NAS Afzal Ahmad Linfeng Du Zhiyao Xie Wei Zhang 18 0 0 09 Apr 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search Rohan Asthana Joschua Conrad Youssef Dawoud M. Ortmanns Vasileios Belagiannis GNN AI4CE 23 4 0 09 Mar 2024
Model Parallelism on Distributed Infrastructure: A Literature Review from Theory to LLM Case-Studies Felix Brakel Uraz Odyurt A. Varbanescu GNN 18 11 0 06 Mar 2024
On Latency Predictors for Neural Architecture Search Yash Akhauri Mohamed S. Abdelfattah OOD 19 2 0 04 Mar 2024
Multi-objective Differentiable Neural Architecture Search R. Sukthanker Arber Zela B. Staffler Samuel Dooley Josif Grabocka Frank Hutter 24 1 0 28 Feb 2024
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search Halima Bouzidi Smail Niar Hamza Ouarnoughi El-Ghazali Talbi 27 0 0 20 Feb 2024
SeqNAS: Neural Architecture Search for Event Sequence Classification Igor Udovichenko Egor Shvetsov Denis Divitsky Dmitry Osin I. Trofimov Anatoliy Glushenko I. Sukharev Dmitry Berestnev E. Burnaev 12 6 0 06 Jan 2024
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric Nilotpal Sinha Abd El Rahman Shabayek Anis Kacem Peyman Rostami Carl Shneider Djamila Aouada 30 4 0 07 Nov 2023
Machine learning's own Industrial Revolution Yuan Luo Song Han Jingjing Liu AI4CE 10 0 0 04 Nov 2023
A Survey of Techniques for Optimizing Transformer Inference Krishna Teja Chitty-Venkata Sparsh Mittal M. Emani V. Vishwanath Arun Somani 19 60 0 16 Jul 2023
Carbon-Efficient Neural Architecture Search Yiyang Zhao Tian Guo 9 2 0 09 Jul 2023
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities Guihong Li Duc-Tuong Hoang Kartikeya Bhardwaj Ming Lin Zhangyang Wang R. Marculescu 15 10 0 05 Jul 2023
ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design Srivatsan Krishnan Amir Yazdanbaksh Shvetank Prakash Jason J. Jabbour Ikechukwu Uchendu ... Behzad Boroujerdian Daniel Richins Devashree Tripathy Aleksandra Faust Vijay Janapa Reddi 32 10 0 15 Jun 2023
Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search Yash Akhauri Mohamed S. Abdelfattah 8 4 0 04 Jun 2023
DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models Sohyun An Hayeon Lee Jaehyeong Jo Seanie Lee Sung Ju Hwang DiffM 8 10 0 26 May 2023
Neural Architecture Search for Intel Movidius VPU Qiang Xu Victor Li Darren Crews 14 0 0 05 May 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 24 2 0 24 Apr 2023
Are Neural Architecture Search Benchmarks Well Designed? A Deeper Look Into Operation Importance Vasco Lopes Bruno Degardin L. A. Alexandre 19 5 0 29 Mar 2023
ERSAM: Neural Architecture Search For Energy-Efficient and Real-Time Social Ambiance Measurement Chaojian Li Wenwan Chen Jiayi Yuan Yingyan Lin Ashutosh Sabharwal 17 0 0 19 Mar 2023
TFormer: A Transmission-Friendly ViT Model for IoT Devices Zhichao Lu Chuntao Ding Felix Juefei Xu Vishnu Naresh Boddeti Shangguang Wang Yun Yang 13 13 0 15 Feb 2023
Neural Architecture Search: Insights from 1000 Papers Colin White Mahmoud Safari R. Sukthanker Binxin Ru T. Elsken Arber Zela Debadeepta Dey Frank Hutter 3DV AI4CE 13 127 0 20 Jan 2023
CODEBench: A Neural Architecture and Hardware Accelerator Co-Design Framework Shikhar Tuli Chia-Hao Li Ritvik Sharma N. Jha 17 11 0 07 Dec 2022
Pareto-aware Neural Architecture Generation for Diverse Computational Budgets Yong Guo Yaofo Chen Yin Zheng Qi Chen P. Zhao Jian Chen Junzhou Huang Mingkui Tan 8 5 0 14 Oct 2022
EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search Pedram Bakhtiarifard Christian Igel Raghavendra Selvan 6 6 0 12 Oct 2022
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters Pierrick Pochelu S. Petiton B. Conche AI4CE 15 2 0 30 Aug 2022
Neural Architecture Search for Improving Latency-Accuracy Trade-off in Split Computing Shoma Shimizu Takayuki Nishio Shota Saito Yoichi Hirose Yen-Hsiu Chen Shinichi Shirakawa 21 3 0 30 Aug 2022
SONAR: Joint Architecture and System Optimization Search Elias Jääsaari Michelle Ma Ameet Talwalkar Tianqi Chen 20 1 0 25 Aug 2022
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications and Open Issues Nan Li Lianbo Ma Guo-Ding Yu Bing Xue Mengjie Zhang Yaochu Jin 9 70 0 23 Aug 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey Dalin Zhang Kaixuan Chen Yan Zhao B. Yang Li-Ping Yao Christian S. Jensen 25 3 0 22 Aug 2022
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment Zhichao Lu Ran Cheng Yaochu Jin Kay Chen Tan Kalyanmoy Deb 8 48 0 08 Aug 2022
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search Yi Qin Ziwei Zhang Xin Eric Wang Zeyang Zhang Wenwu Zhu 19 26 0 18 Jun 2022
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks Y. Fu Haichuan Yang Jiayi Yuan Meng Li Cheng Wan Raghuraman Krishnamoorthi Vikas Chandra Yingyan Lin 15 18 0 02 Jun 2022
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices Saeejith Nair Saad Abbasi Alexander Wong M. Shafiee 19 9 0 27 Apr 2022
A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators Bingqian Lu Zheyu Yan Yiyu Shi Shaolei Ren 8 2 0 25 Mar 2022
Learning Where To Look -- Generative NAS is Surprisingly Efficient Jovita Lukasik Steffen Jung M. Keuper 9 15 0 16 Mar 2022
A Brain-Inspired Low-Dimensional Computing Classifier for Inference on Tiny Devices Shijin Duan Xiaolin Xu Shaolei Ren 13 11 0 09 Mar 2022
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search Hyunghun Cho Jungwook Shin Wonjong Rhee 14 7 0 07 Feb 2022
Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics Chunheng Jiang Tejaswini Pedapati Pin-Yu Chen Yizhou Sun Jianxi Gao 9 2 0 11 Jan 2022