krishnateja95 / Neural_Architecture_Search_Benchmark_Collection
NAS Benchmarks Collection
☆10Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Neural_Architecture_Search_Benchmark_Collection
- Measuring and predicting on-device metrics (latency, power, etc.) of machine learning models☆66Updated last year
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆103Updated last year
- ☆74Updated 7 months ago
- Zero-Cost Proxies for Lightweight NAS☆140Updated last year
- aw_nas: A Modularized and Extensible NAS Framework☆246Updated last year
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆175Updated 2 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆102Updated 2 years ago
- Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algo…☆90Updated 2 months ago
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆526Updated this week
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆150Updated 2 years ago
- The official implementation of TinyTrain [ICML '24]☆20Updated 3 months ago
- Homogeneous Architecture Augmentation for Neural Predictor☆8Updated 3 years ago
- This repository contains code for paper NPENAS.☆10Updated 2 years ago
- Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".☆39Updated 4 years ago
- [AAAI '23] PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor☆30Updated last year
- ☆26Updated 5 months ago
- Generic Neural Architecture Search via Regression (NeurIPS'21 Spotlight)☆36Updated 2 years ago
- ☆11Updated 2 years ago
- This repository contains the publishable code for CVPR 2021 paper TransNAS-Bench-101: Improving Transferrability and Generalizability of …☆22Updated last year
- ☆12Updated 3 years ago
- ☆22Updated 3 weeks ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆165Updated 2 years ago
- PyTorch port of "Efficient Neural Architecture Search via Parameters Sharing"☆53Updated 6 years ago
- ☆92Updated 5 years ago
- HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models☆13Updated last week
- Paper lists of neural architecture search (NAS)☆124Updated 3 years ago
- ☆27Updated last year
- ☆13Updated 3 years ago
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆105Updated 5 years ago
- ☆24Updated last year