Automated deep learning algorithms implemented in PyTorch.
☆1,586Apr 24, 2022Updated 3 years ago
Alternatives and similar repositories for AutoDL-Projects
Users that are interested in AutoDL-Projects are comparing it to the libraries listed below
Sorting:
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,335Sep 26, 2022Updated 3 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆443Jul 3, 2020Updated 5 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,992Jan 3, 2021Updated 5 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆294Jul 4, 2020Updated 5 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- NASBench: A Neural Architecture Search Dataset and Benchmark☆711May 1, 2023Updated 2 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Feb 18, 2020Updated 6 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Dec 14, 2020Updated 5 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆928Mar 9, 2023Updated 2 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 5 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆189Oct 6, 2022Updated 3 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆208Jun 24, 2019Updated 6 years ago
- NAS-Bench-201 API and Instruction☆644Oct 31, 2025Updated 4 months ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,940Dec 14, 2023Updated 2 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆177Oct 3, 2023Updated 2 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆304Jul 25, 2024Updated last year
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆857Jun 19, 2021Updated 4 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆149Sep 24, 2023Updated 2 years ago
- ☆265Oct 30, 2019Updated 6 years ago
- Mobile vision models and code☆917Feb 11, 2026Updated 2 weeks ago
- PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"☆2,729Jul 6, 2023Updated 2 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆237Sep 23, 2021Updated 4 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆449Jul 19, 2022Updated 3 years ago
- Code for Neural Architecture Search without Training (ICML 2021)☆473Aug 6, 2021Updated 4 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆244Dec 17, 2021Updated 4 years ago
- Understanding and Robustifying DARTS☆157Apr 3, 2024Updated last year
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,516Jun 7, 2020Updated 5 years ago
- A curated list of awesome architecture search resources☆1,189Sep 15, 2020Updated 5 years ago
- ☆166Mar 25, 2023Updated 2 years ago
- ☆298May 11, 2020Updated 5 years ago
- AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch☆313Nov 28, 2019Updated 6 years ago
- Bridging the gap Between Stability and Scalability in Neural Architecture Search☆144Aug 17, 2021Updated 4 years ago
- Neural Architecture Optimization☆284Jan 11, 2021Updated 5 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆150Jan 26, 2021Updated 5 years ago
- PyTorch implementation of PNASNet-5 on ImageNet☆320Aug 4, 2022Updated 3 years ago
- NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)☆196Jun 10, 2020Updated 5 years ago
- Code release for paper "Random Search and Reproducibility for NAS"☆167Jul 1, 2019Updated 6 years ago
- ☆1,510Aug 27, 2020Updated 5 years ago
- Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation☆412Dec 21, 2021Updated 4 years ago