nas-bench-201

There are 0 repository under nas-bench-201 topic.

• D-X-Y / NAS-Bench-201

  NAS-Bench-201 API and Instruction

  nasautomldatasetpytorchnas-bench-201
  Language:Python 620

• VITA-Group / TENAS

  [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang

  neural-architecture-searchdarts-spacenas-bench-201ntklinear-region
  Language:Python 161

• ShunLu91 / PINAT

  [AAAI '23] PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor

  aaai2023dartsnas-bench-101nas-bench-201neural-architecture-searchpredictor-nas
  Language:Python 28

• VITA-Group / WeakNAS

  [NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen and Lu Yuan

  deep-learningmobilenet-spacenas-bench-101nas-bench-201nasbenchneural-architecture-searchpytorch
  Language:Jupyter Notebook 27

• VITA-Group / TEGNAS

  "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang

  neural-architecture-searchntknas-bench-201darts-spacelinear-regiongeneralizationreinforcement-learningevolutionary-algorithms
  Language:Python 25

• TuDo1403 / TF-MOENAS

  [ICONIP 2021] "Training-Free Multi-Objective Evolutionary Neural Architecture Search via Neural Tangent Kernel and Number of Linear Regions" by Tu Do, Ngoc Hoang Luong

  neural-architecture-searchevolutionary-computationmulti-objective-optimizationnas-bench-201nas-bench-101pytorchnsga-iideep-learningautoml
  Language:Python 6

• TuDo1403 / MD-MOENAS

  [NICS'21] "Improving Transferability of Multi-Objective Evolutionary Neural Architecture Search by Utilizing Multiple Datasets in Network Evaluations" by Tu Do and Ngoc Hoang Luong

  deep-learningpytorchmulti-objective-optimizationevolutionary-computationnsga-iiautomlneural-architecture-searchnas-bench-201
  Language:Python