[ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark
☆115Apr 18, 2023Updated 2 years ago
Alternatives and similar repositories for HW-NAS-Bench
Users that are interested in HW-NAS-Bench are comparing it to the libraries listed below
Sorting:
- [ICLR 2021] CompOFA: Compound Once-For-All Networks For Faster Multi-Platform Deployment☆25Jan 5, 2023Updated 3 years ago
- ☆78Apr 3, 2024Updated last year
- [NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang W…☆27Sep 23, 2022Updated 3 years ago
- Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight…☆64Aug 5, 2024Updated last year
- NAS Benchmark in "Prioritized Architecture Sampling with Monto-Carlo Tree Search", CVPR2021☆37Aug 24, 2021Updated 4 years ago
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆584Nov 11, 2024Updated last year
- Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)☆64Aug 5, 2024Updated last year
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆169Dec 30, 2021Updated 4 years ago
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆12Aug 18, 2021Updated 4 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆27Aug 20, 2023Updated 2 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆252Nov 25, 2025Updated 3 months ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆190Oct 6, 2022Updated 3 years ago
- The official code for [ECCV2020] "HALO: Hardware-aware Learning to Optimize"☆10Mar 22, 2023Updated 2 years ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Mar 22, 2023Updated 2 years ago
- ☆68Nov 5, 2020Updated 5 years ago
- PyTorch implementation of BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models☆29Aug 22, 2022Updated 3 years ago
- [NeurIPS 2019] E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy☆21Nov 18, 2019Updated 6 years ago
- This repository contains the publishable code for CVPR 2021 paper TransNAS-Bench-101: Improving Transferrability and Generalizability of …☆24Apr 11, 2023Updated 2 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆75May 23, 2021Updated 4 years ago
- Generic Neural Architecture Search via Regression (NeurIPS'21 Spotlight)☆36Aug 29, 2022Updated 3 years ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, X…☆50Jan 19, 2021Updated 5 years ago
- Code for Neural Architecture Search without Training (ICML 2021)☆474Aug 6, 2021Updated 4 years ago
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆363Jul 30, 2024Updated last year
- ICML2019 Accepted Paper. Overcoming Multi-Model Forgetting☆14Jun 5, 2019Updated 6 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆336Jul 14, 2024Updated last year
- Encodings for neural architecture search☆29Apr 5, 2021Updated 4 years ago
- ☆232Sep 21, 2021Updated 4 years ago
- [SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search☆13Nov 3, 2021Updated 4 years ago
- ☆16Mar 9, 2021Updated 4 years ago
- The code for Joint Neural Architecture Search and Quantization☆14Apr 10, 2019Updated 6 years ago
- HW-PR-NAS is a single surrogate model trained to Pareto rank the architectures based on Accuracy, Latency and energy consumption☆15Oct 15, 2022Updated 3 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆43Apr 12, 2021Updated 4 years ago
- ☆265Oct 30, 2019Updated 6 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆104Jan 5, 2022Updated 4 years ago
- Neural Architecture Search for Neural Network Libraries☆61Jan 22, 2024Updated 2 years ago
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆142Dec 6, 2021Updated 4 years ago