krishnateja95 / Neural_Architecture_Search_Benchmark_Collection
NAS Benchmarks Collection
☆12Updated 2 years ago
Alternatives and similar repositories for Neural_Architecture_Search_Benchmark_Collection:
Users that are interested in Neural_Architecture_Search_Benchmark_Collection are comparing it to the libraries listed below
- Official Implementation of Robustifying and Boosting Training-Free Neural Architecture Search☆11Updated last year
- Measuring and predicting on-device metrics (latency, power, etc.) of machine learning models☆66Updated 2 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆110Updated 2 years ago
- ☆75Updated last year
- Zero-Cost Proxies for Lightweight NAS☆151Updated 2 years ago
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆551Updated 5 months ago
- aw_nas: A Modularized and Extensible NAS Framework☆250Updated last year
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆181Updated 2 years ago
- Paper lists of neural architecture search (NAS)☆130Updated 3 years ago
- [AAAI 2024] Implementation of "EG-NAS: Neural Architecture Search with Fast Evolutionary Exploration"☆11Updated 11 months ago
- HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models☆18Updated 4 months ago
- ☆26Updated last year
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆155Updated 3 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆104Updated 3 years ago
- Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".☆39Updated 4 years ago
- ☆28Updated 10 months ago
- Generic Neural Architecture Search via Regression (NeurIPS'21 Spotlight)☆36Updated 2 years ago
- ☆14Updated 4 years ago
- Homogeneous Architecture Augmentation for Neural Predictor☆9Updated 3 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆167Updated 3 years ago
- ☆13Updated 3 years ago
- HW-PR-NAS is a single surrogate model trained to Pareto rank the architectures based on Accuracy, Latency and energy consumption☆13Updated 2 years ago
- This repository contains code for paper NPENAS.☆11Updated 3 years ago
- Neural Architecture Search (NAS) papers with code☆159Updated 3 years ago
- Model compression by constrained optimization, using the Learning-Compression (LC) algorithm☆73Updated 3 years ago
- [AAAI '23] PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor☆31Updated 2 years ago
- This repository contains the publishable code for CVPR 2021 paper TransNAS-Bench-101: Improving Transferrability and Generalizability of …☆22Updated 2 years ago
- ☆38Updated 2 years ago
- ☆9Updated 3 years ago
- An implementation of the DISP-LLM method from the NeurIPS 2024 paper: Dimension-Independent Structural Pruning for Large Language Models.☆17Updated last week