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support first-order DARTS on the NASNet search space

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D-X-Y
2020-01-17 22:14:47 +11:00
parent 56f2161a3f
commit db2760c260
10 changed files with 213 additions and 13 deletions
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6
docs/CVPR-2019-GDAS.md
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@@ -46,13 +46,13 @@ If you want to train the searched architecture found by the above scripts, you n
### Searching on a small search space (NAS-Bench-201)
The GDAS searching codes on a small search space:
```
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/GDAS.sh cifar10 -1
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/GDAS.sh cifar10 1 -1
```
The baseline searching codes are DARTS:
```
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/DARTS-V1.sh cifar10 -1
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/DARTS-V2.sh cifar10 -1
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/DARTS-V1.sh cifar10 1 -1
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/DARTS-V2.sh cifar10 1 -1
```
**After searching**, if you want to train the searched architecture found by the above scripts, please use the following codes:

2
docs/ICCV-2019-SETN.md
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@@ -32,7 +32,7 @@ CUDA_VISIBLE_DEVICES=0,1,2,3 bash ./scripts/nas-infer-train.sh imagenet-1k SETN
The searching codes of SETN on a small search space (NAS-Bench-201).
```
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/SETN.sh cifar10 -1
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/SETN.sh cifar10 1 -1
```

5
docs/ICLR-2019-DARTS.md
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@@ -10,6 +10,11 @@ CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/DARTS-V2.sh cifar10 1 -1
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/algos/GDAS.sh cifar10 1 -1
```
**Run the first-order DARTS on the NASNet search space**:
```
CUDA_VISIBLE_DEVICES=0 bash ./scripts-search/DARTS1V-search-NASNet-space.sh cifar10 -1
```
# Citation
```