Neural architecture search(NAS)
☆14Apr 22, 2019Updated 7 years ago
Alternatives and similar repositories for NAS
Users that are interested in NAS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆394Dec 14, 2020Updated 5 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Feb 18, 2020Updated 6 years ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆34Oct 31, 2019Updated 6 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,448Aug 30, 2024Updated last year
- Pytorch implementation of SNAS☆74Dec 23, 2018Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆292Jul 4, 2020Updated 5 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆303Jul 25, 2024Updated last year
- Automated deep learning algorithms implemented in PyTorch.☆1,580Apr 24, 2022Updated 4 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆444Jul 3, 2020Updated 5 years ago
- Single Path One-Shot NAS MXNet implementation with full training and searching pipeline. Support both Block and Channel Selection. Search…☆150Mar 27, 2020Updated 6 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆716May 1, 2023Updated 3 years ago
- ☆41Sep 11, 2019Updated 6 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆929Mar 9, 2023Updated 3 years ago
- Implementation of NetAdapt☆30Oct 28, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Multinomial Distribution Learning for Effective Neural Architecture Search☆207Jun 24, 2019Updated 6 years ago
- Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search☆89May 29, 2019Updated 6 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆110Jun 12, 2018Updated 7 years ago
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,336Sep 26, 2022Updated 3 years ago
- Implementation of the Budgeted Super Networks☆25Feb 25, 2019Updated 7 years ago
- ☆267Oct 30, 2019Updated 6 years ago
- ☆166Mar 25, 2023Updated 3 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆450Jul 19, 2022Updated 3 years ago
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆856Jun 19, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)☆196Jun 10, 2020Updated 5 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 5 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,996Jan 3, 2021Updated 5 years ago
- PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"☆36Oct 18, 2022Updated 3 years ago
- Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation☆412Dec 21, 2021Updated 4 years ago
- A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.☆275Aug 15, 2018Updated 7 years ago
- Differentiable architecture search for convolutional and recurrent networks☆70May 23, 2019Updated 7 years ago
- Mobile vision models and code☆920Feb 11, 2026Updated 3 months ago
- MixPath: A Unified Approach for One-shot Neural Architecture Search☆30Aug 10, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Neural Architecture Search with Bayesian Optimisation and Optimal Transport☆136Jan 28, 2019Updated 7 years ago
- Implementation of Progressive Neural Architecture Search in Keras and Tensorflow☆117Feb 11, 2019Updated 7 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆176Oct 3, 2023Updated 2 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆243Dec 17, 2021Updated 4 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆234Sep 23, 2021Updated 4 years ago
- Yet Another Pytorch Distributed MobileNetV2-based Networks Implementation☆62Apr 9, 2020Updated 6 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆75May 23, 2021Updated 5 years ago