Statements (28)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
neural architecture search benchmark
|
| gptkbp:author |
Xuanyi Dong, Yujun Shen, Gao Huang, Jianfeng Gao, Yunhe Wang
|
| gptkbp:citation |
gptkb:ICLR_2021
2021 NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size |
| gptkbp:contains |
performance metrics for architectures
search spaces for neural architectures tabular benchmark data |
| gptkbp:developedBy |
gptkb:Gao_Huang
gptkb:Jianfeng_Gao gptkb:Yujun_Shen Xuanyi Dong Yunhe Wang |
| https://www.w3.org/2000/01/rdf-schema#label |
NATS-Bench
|
| gptkbp:license |
gptkb:MIT_License
|
| gptkbp:openSource |
yes
|
| gptkbp:provides |
API for querying architecture performance
|
| gptkbp:publishedIn |
International Conference on Learning Representations (ICLR) 2021
|
| gptkbp:purpose |
benchmarking neural architecture search algorithms
|
| gptkbp:relatedTo |
NAS-Bench-101
NAS-Bench-201 |
| gptkbp:releaseYear |
2020
|
| gptkbp:repository |
https://github.com/D-X-Y/NATS-Bench
|
| gptkbp:searchSpace |
CIFAR-10-like cell-based architectures
CIFAR-100-like cell-based architectures ImageNet16-120-like cell-based architectures |
| gptkbp:bfsParent |
gptkb:Neural_Architecture_Search
|
| gptkbp:bfsLayer |
6
|