yuhuixu1993 / PC-DARTSView external linksLinks
PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search
☆443Jul 3, 2020Updated 5 years ago
Alternatives and similar repositories for PC-DARTS
Users that are interested in PC-DARTS are comparing it to the libraries listed below
Sorting:
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Feb 18, 2020Updated 5 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆177Oct 3, 2023Updated 2 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆450Jul 19, 2022Updated 3 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,584Apr 24, 2022Updated 3 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆294Jul 4, 2020Updated 5 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,993Jan 3, 2021Updated 5 years ago
- Understanding and Robustifying DARTS☆157Apr 3, 2024Updated last year
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- Implementation with latest PyTorch (v1.1) for multi-gpu differentiable architecture search https://arxiv.org/abs/1806.09055☆84Jan 31, 2026Updated 2 weeks ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Dec 14, 2020Updated 5 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆208Jun 24, 2019Updated 6 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
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 5 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆304Jul 25, 2024Updated last year
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆244Dec 17, 2021Updated 4 years ago
- ☆265Oct 30, 2019Updated 6 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆149Sep 24, 2023Updated 2 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆75May 23, 2021Updated 4 years ago
- ☆298May 11, 2020Updated 5 years ago
- Bridging the gap Between Stability and Scalability in Neural Architecture Search☆144Aug 17, 2021Updated 4 years ago
- Code for AutoNL on ImageNet (CVPR2020)☆104May 16, 2020Updated 5 years ago
- NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)☆196Jun 10, 2020Updated 5 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆237Sep 23, 2021Updated 4 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆710May 1, 2023Updated 2 years ago
- Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"☆57Jan 15, 2021Updated 5 years ago
- Differentiable architecture search for convolutional and recurrent networks☆69May 23, 2019Updated 6 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆76Apr 12, 2021Updated 4 years ago
- Pytorch implementation of SNAS☆75Dec 23, 2018Updated 7 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆150Jan 26, 2021Updated 5 years ago
- Code for "Are labels necessary for neural architecture search"☆92Mar 20, 2024Updated last year
- Single Path One-Shot NAS MXNet implementation with full training and searching pipeline. Support both Block and Channel Selection. Search…☆151Mar 27, 2020Updated 5 years ago
- Code release for paper "Random Search and Reproducibility for NAS"☆167Jul 1, 2019Updated 6 years ago
- ☆40Sep 11, 2019Updated 6 years ago
- ☆166Mar 25, 2023Updated 2 years ago
- ☆68Nov 5, 2020Updated 5 years ago
- Neural Architecture Optimization☆284Jan 11, 2021Updated 5 years ago
- SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas☆162Jun 5, 2021Updated 4 years ago
- Noisy Differentiable Architecture Search☆23Oct 17, 2021Updated 4 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆928Mar 9, 2023Updated 2 years ago