NAS-Bench-201 API and Instruction
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Updated
Oct 12, 2020 - Python
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nas-bench-201
Here are 7 public repositories matching this topic...
[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
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Updated
Dec 30, 2021 - Python
[AAAI '23] PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor
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Updated
Feb 25, 2023 - Python
[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-learning
pytorch
neural-architecture-search
nasbench
nas-bench-201
nas-bench-101
mobilenet-space
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Updated
Sep 23, 2022 - Jupyter Notebook
"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
reinforcement-learning
evolutionary-algorithms
neural-architecture-search
generalization
ntk
nas-bench-201
darts-space
linear-region
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Updated
Aug 20, 2023 - Python
[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
deep-learning
pytorch
multi-objective-optimization
evolutionary-computation
nsga-ii
automl
neural-architecture-search
nas-bench-201
nas-bench-101
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Updated
Nov 30, 2021 - Python
[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-learning
pytorch
multi-objective-optimization
evolutionary-computation
nsga-ii
automl
neural-architecture-search
nas-bench-201
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Updated
Dec 7, 2021 - Python
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