58 lines
1.4 KiB
Markdown
58 lines
1.4 KiB
Markdown
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# Neural-Architecture-Search
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### Baseline
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```
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bash ./scripts-nas/search.sh 1 base cifar10
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bash ./scripts-nas/search.sh 1 share
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bash ./scripts-nas/batch-base-search.sh 1
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bash ./scripts-nas/batch-base-model.sh 1
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```
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### Meta
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```
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bash ./scripts-nas/meta-search.sh 0 meta 20 5
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```
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### Acceleration
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```
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bash ./scripts-nas/search-acc-v2.sh 3 acc2
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bash ./scripts-nas/DMS-V-Train.sh 0
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bash ./scripts-nas/search-acc-simple.sh 3 NetworkV2
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```
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### Base Model Training
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```
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bash ./scripts-nas/train-model.sh 3 AmoebaNet
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bash ./scripts-nas/train-model.sh 3 NASNet
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bash ./scripts-nas/train-model.sh 3 DARTS_V1
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bash ./scripts-nas/train-model-simple.sh 3 AmoebaNet
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bash ./scripts-nas/train-imagenet.sh 3 DARTS_V2 50 14
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bash scripts-nas/TRAIN-BASE.sh 0 PNASNet cifar10 nocut 48 11
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bash scripts-nas/TRAIN-BASE.sh 0 AmoebaNet cifar10 nocut 36 20
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bash scripts-nas/TRAIN-BASE.sh 0 NASNet cifar10 nocut 33 20
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bash scripts-nas/TRAIN-BASE.sh 0 DMS_F1 cifar10 nocut 36 20
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bash scripts-nas/TRAIN-BASE.sh 0 DMS_V1 cifar10 nocut 36 20
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bash scripts-nas/TRAIN-BASE.sh 0 GDAS_CC cifar10 nocut 36 20
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bash scripts-nas/train-imagenet.sh 3 DMS_F1 52 14
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bash scripts-nas/train-imagenet.sh 3 DMS_V1 50 14
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bash scripts-nas/TRAIN-BASE.sh 0 DMS_V1 cifar10 nocut 36 20
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```
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### Visualization
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```
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python ./exps-nas/vis-arch.py --checkpoint --save_dir
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python ./exps-nas/cvpr-vis.py --save_dir ./snapshots/NAS-VIS/
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```
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### Test datasets
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```
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cd ./lib/datasets/
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python test_NLP.py
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```
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