antoyang / NAS-Benchmark
[ICLR 2020] NAS evaluation is frustratingly hard
☆150Updated 11 months ago
Related projects: ⓘ
- Understanding and Robustifying DARTS☆153Updated 5 months ago
- Pytorch Implementation of Neural Architecture Optimization☆111Updated 3 years ago
- Code release for paper "Random Search and Reproducibility for NAS"☆167Updated 5 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆171Updated 11 months ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆145Updated 3 years ago
- ☆68Updated 3 years ago
- Neural Architecture Transfer (Arxiv'20), PyTorch Implementation☆150Updated 4 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆75Updated 3 years ago
- ☆143Updated this week
- ☆165Updated last year
- Pytorch implementation of SNAS☆75Updated 5 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆164Updated 2 years ago
- Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055☆83Updated 4 years ago
- [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search☆103Updated 4 years ago
- "Efficient Neural Architecture Search via Parameter Sharing" implementation in PyTorch☆48Updated 5 years ago
- PyTorch 1.0 supported for CNN exp.☆82Updated 5 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆103Updated 2 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆102Updated 2 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆171Updated last year
- PyTorch port of "Efficient Neural Architecture Search via Parameters Sharing"☆52Updated 6 years ago
- Differentiable architecture search for convolutional and recurrent networks☆68Updated 5 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆207Updated 5 years ago
- A PyTorch implementation of NASBench☆52Updated last year
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆224Updated 4 years ago
- Neural architecture search(NAS)☆14Updated 5 years ago
- Bridging the gap Between Stability and Scalability in Neural Architecture Search☆142Updated 3 years ago
- Neural Architecture Search using Deep Neural Network and Monte Carlo Tree Search☆168Updated 3 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆113Updated 6 years ago
- PyTorch Code for "Evaluating the search phase of Neural Architecture Search" @ ICLR 2020☆49Updated 4 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆97Updated 4 years ago