google-research / nasbenchLinks
NASBench: A Neural Architecture Search Dataset and Benchmark
☆701Updated 2 years ago
Alternatives and similar repositories for nasbench
Users that are interested in nasbench are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆446Updated 3 years ago
- Code for Neural Architecture Search without Training (ICML 2021)☆472Updated 4 years ago
- NAS-Bench-201 API and Instruction☆636Updated 4 years ago
- Naszilla is a Python library for neural architecture search (NAS)☆312Updated 2 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆439Updated 5 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆182Updated 2 years ago
- Code release for paper "Random Search and Reproducibility for NAS"☆167Updated 6 years ago
- Neural Architecture Optimization☆285Updated 4 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆395Updated 4 years ago
- Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).☆438Updated 4 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,446Updated 11 months ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Updated 5 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,583Updated 3 years ago
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆431Updated 2 years ago
- ☆96Updated 6 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆149Updated last year
- This repo contains the PyTorch implementation of the SNAS-Series papers☆149Updated 4 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆250Updated last year
- Understanding and Robustifying DARTS☆155Updated last year
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆169Updated 3 years ago
- The release codes of LA-MCTS with its application to Neural Architecture Search.☆477Updated 2 years ago
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆557Updated 9 months ago
- PyTorch port of "Efficient Neural Architecture Search via Parameters Sharing"☆53Updated 7 years ago
- A curated list of awesome architecture search resources☆1,188Updated 4 years ago
- Sparse learning library and sparse momentum resources.☆384Updated 3 years ago
- Pytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"☆279Updated 5 years ago
- ☆78Updated last year
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆105Updated 3 years ago
- Tensorflow code for Differentiable architecture search☆72Updated 6 years ago
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆324Updated 2 years ago