[ICLR 2020] NAS evaluation is frustratingly hard
☆149Sep 24, 2023Updated 2 years ago
Alternatives and similar repositories for NAS-Benchmark
Users that are interested in NAS-Benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Nov 13, 2019Updated 6 years ago
- ☆68Nov 5, 2020Updated 5 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,580Apr 24, 2022Updated 4 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆77Apr 12, 2021Updated 5 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆444Jul 3, 2020Updated 5 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆716May 1, 2023Updated 3 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆170Dec 30, 2021Updated 4 years ago
- Understanding and Robustifying DARTS☆157Apr 3, 2024Updated 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
- ☆21May 13, 2019Updated 7 years ago
- ☆41Sep 11, 2019Updated 6 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆149Jan 26, 2021Updated 5 years ago
- Code for "Are labels necessary for neural architecture search"☆92Mar 20, 2024Updated 2 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.
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆176Oct 3, 2023Updated 2 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆303Jul 25, 2024Updated last year
- ☆166Mar 25, 2023Updated 3 years ago
- ☆18Nov 6, 2019Updated 6 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆394Dec 14, 2020Updated 5 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆450Jul 19, 2022Updated 3 years ago
- ☆98Aug 23, 2019Updated 6 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆292Jul 4, 2020Updated 5 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆43Apr 12, 2021Updated 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.
- NAS-Bench-201 API and Instruction☆645Oct 31, 2025Updated 6 months ago
- MixPath: A Unified Approach for One-shot Neural Architecture Search☆30Aug 10, 2020Updated 5 years ago
- Benchmarks for Macro Neural Architecture Search; used and described in the paper "Local Search is a Remarkably Strong Baseline for Neural…☆13Jul 25, 2024Updated last year
- 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
- Code release for paper "Random Search and Reproducibility for NAS"☆167Jul 1, 2019Updated 6 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆75May 23, 2021Updated 5 years ago
- Code for AutoNL on ImageNet (CVPR2020)☆104May 16, 2020Updated 6 years ago
- Encodings for neural architecture search☆29Apr 5, 2021Updated 5 years ago
- Naszilla is a Python library for neural architecture search (NAS)☆317Dec 29, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- XNAS: An effective, modular, and flexible Neural Architecture Search (NAS) framework.☆47Jun 29, 2022Updated 3 years ago
- ☆296May 11, 2020Updated 6 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,996Jan 3, 2021Updated 5 years ago
- Local search for NAS☆18Nov 3, 2020Updated 5 years ago
- AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch☆313Nov 28, 2019Updated 6 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆194Oct 6, 2022Updated 3 years ago
- Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"☆57Jan 15, 2021Updated 5 years ago