antoyang / NAS-Benchmark
[ICLR 2020] NAS evaluation is frustratingly hard
☆149Updated last year
Related projects ⓘ
Alternatives and complementary repositories for NAS-Benchmark
- Code release for paper "Random Search and Reproducibility for NAS"☆167Updated 5 years ago
- Understanding and Robustifying DARTS☆153Updated 7 months ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆173Updated last year
- Pytorch Implementation of Neural Architecture Optimization☆112Updated 3 years ago
- Neural Architecture Transfer (Arxiv'20), PyTorch Implementation☆152Updated 4 years ago
- Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055☆83Updated 5 years ago
- Pytorch implementation of SNAS☆75Updated 5 years ago
- ☆165Updated last year
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆76Updated 3 years ago
- ☆67Updated 4 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆147Updated 3 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆103Updated 3 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆223Updated 4 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆167Updated 2 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆175Updated 2 years ago
- A PyTorch implementation of NASBench☆52Updated last year
- Multinomial Distribution Learning for Effective Neural Architecture Search☆207Updated 5 years ago
- Bridging the gap Between Stability and Scalability in Neural Architecture Search☆141Updated 3 years ago
- Differentiable architecture search for convolutional and recurrent networks☆68Updated 5 years ago
- [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search☆104Updated 4 years ago
- PyTorch 1.0 supported for CNN exp.☆82Updated 5 years ago
- Neural architecture search(NAS)☆14Updated 5 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Updated 3 years ago
- PyTorch port of "Efficient Neural Architecture Search via Parameters Sharing"☆53Updated 6 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆113Updated 6 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆103Updated 2 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆164Updated 3 years ago
- Code for "Are labels necessary for neural architecture search"☆92Updated 8 months ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆360Updated 4 years ago