yuhuixu1993 / PC-DARTS
PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search
☆436Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for PC-DARTS
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆360Updated 4 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆442Updated 2 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆173Updated last year
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆295Updated 4 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Updated 3 years ago
- ☆260Updated 5 years ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆245Updated 2 years ago
- ☆165Updated last year
- This repo contains the PyTorch implementation of the SNAS-Series papers☆147Updated 3 years ago
- NAS-Bench-201 API and Instruction☆625Updated 4 years ago
- Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055☆83Updated 5 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆207Updated 5 years ago
- Differentiable architecture search for convolutional and recurrent networks☆68Updated 5 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆303Updated 3 months ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆223Updated 4 years ago
- Neural architecture search(NAS)☆14Updated 5 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆234Updated 3 years ago
- Understanding and Robustifying DARTS☆153Updated 7 months ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆149Updated last year
- Code release for paper "Random Search and Reproducibility for NAS"☆167Updated 5 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆685Updated last year
- ☆195Updated 3 months 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
- Single Path One-Shot NAS MXNet implementation with full training and searching pipeline. Support both Block and Channel Selection. Search…☆151Updated 4 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆175Updated 2 years ago
- Pytorch Implementation of Neural Architecture Optimization☆112Updated 3 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆351Updated 4 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆164Updated 3 years ago
- Neural Architecture Optimization☆286Updated 3 years ago