automl / nas_benchmarks
☆96Updated 5 years ago
Alternatives and similar repositories for nas_benchmarks
Users that are interested in nas_benchmarks are comparing it to the libraries listed below
Sorting:
- ☆67Updated 4 years ago
- ☆75Updated last year
- A PyTorch implementation of NASBench☆52Updated 2 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆181Updated 2 years ago
- Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".☆39Updated 4 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆168Updated 3 years ago
- Code release for paper "Random Search and Reproducibility for NAS"☆167Updated 5 years ago
- ☆18Updated 5 years ago
- Zero-Cost Proxies for Lightweight NAS☆151Updated 2 years ago
- Naszilla is a Python library for neural architecture search (NAS)☆309Updated 2 years ago
- Encodings for neural architecture search☆29Updated 4 years ago
- Pytorch Implementation of Neural Architecture Optimization☆113Updated 4 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆105Updated 3 years ago
- Neural Architecture Transfer (Arxiv'20), PyTorch Implementation☆156Updated 5 years ago
- Neural Architecture Search with Bayesian Optimisation and Optimal Transport☆133Updated 6 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆149Updated last year
- Understanding and Robustifying DARTS☆155Updated last year
- [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, X…☆49Updated 4 years ago
- PyTorch Code for "Evaluating the search phase of Neural Architecture Search" @ ICLR 2020☆50Updated 5 years ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Updated 2 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆44Updated 4 years ago
- Neural Architecture Search using Deep Neural Network and Monte Carlo Tree Search☆169Updated 4 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆76Updated 4 years ago
- Implementation of Progressive Neural Architecture Search in Keras and Tensorflow☆118Updated 6 years ago
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆26Updated last year
- Code release to reproduce ASHA experiments from "Random Search and Reproducibility for NAS."☆22Updated 5 years ago
- Local search for NAS☆18Updated 4 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆250Updated last year
- Introducing diverse tasks for NAS☆50Updated 2 years ago
- PyTorch port of "Efficient Neural Architecture Search via Parameters Sharing"☆53Updated 6 years ago