SP-DARTS

Source code for SP-DARTS

https://ieeexplore.ieee.org/document/9679117

https://arxiv.org/pdf/2306.06858.pdf

NAS-BENCH-201:

The performance database file "NAS-Bench-201-v1_1-096897.pth" of NAS-BENCH-201 is the prerequisite. Please download from https://github.com/D-X-Y/NAS-Bench-201 and replace the file path in the startup script.

cd AutoDL-Projects_sp/; bash ./scripts-search/algos/[DARTS-V1_100.sh|DARTS-V1_10.sh] [cifar10|cifar100] 1 -1

DARTS search space:

cd SP-DARTS/; python train_search_mf.py

S1-S4 search space:

cd SmoothDARTS/sota/cnnmul; python train_search.py --search_space=[s1|s2|s3|s4] --temp_start [0.0007|0.0006|0.0005|0.0004] --dataset [cifar10|cifar100|svhn]