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13e908f4df
autodl-projects/scripts-cnn
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D-X-Y 13e908f4df init
2019-02-01 01:27:38 +11:00
..
batch-base-model.sh init 2019-02-01 01:27:38 +11:00
batch-base-search.sh init 2019-02-01 01:27:38 +11:00
DMS-V-Train.sh init 2019-02-01 01:27:38 +11:00
DMS-V-TrainV3.sh init 2019-02-01 01:27:38 +11:00
meta-search.sh init 2019-02-01 01:27:38 +11:00
README.md init 2019-02-01 01:27:38 +11:00
search-acc-simple.sh init 2019-02-01 01:27:38 +11:00
search-acc-v2-E50.sh init 2019-02-01 01:27:38 +11:00
search-acc-v2-E150.sh init 2019-02-01 01:27:38 +11:00
search-acc-v2-E200.sh init 2019-02-01 01:27:38 +11:00
search-acc-v2-E300.sh init 2019-02-01 01:27:38 +11:00
search-acc-v2.sh init 2019-02-01 01:27:38 +11:00
search.sh init 2019-02-01 01:27:38 +11:00
TRAIN-BASE.sh init 2019-02-01 01:27:38 +11:00
train-cifar100.sh init 2019-02-01 01:27:38 +11:00
train-imagenet.sh init 2019-02-01 01:27:38 +11:00
train-model-simple.sh init 2019-02-01 01:27:38 +11:00
train-model.sh init 2019-02-01 01:27:38 +11:00
vis.sh init 2019-02-01 01:27:38 +11:00

README.md

Neural-Architecture-Search

Baseline

bash ./scripts-nas/search.sh 1 base cifar10
bash ./scripts-nas/search.sh 1 share
bash ./scripts-nas/batch-base-search.sh 1
bash ./scripts-nas/batch-base-model.sh 1

Meta

bash ./scripts-nas/meta-search.sh 0 meta 20 5

Acceleration

bash ./scripts-nas/search-acc-v2.sh 3 acc2
bash ./scripts-nas/DMS-V-Train.sh 0

bash ./scripts-nas/search-acc-simple.sh 3 NetworkV2

Base Model Training

bash ./scripts-nas/train-model.sh 3 AmoebaNet
bash ./scripts-nas/train-model.sh 3 NASNet
bash ./scripts-nas/train-model.sh 3 DARTS_V1
bash ./scripts-nas/train-model-simple.sh 3 AmoebaNet
bash ./scripts-nas/train-imagenet.sh 3 DARTS_V2 50 14

bash scripts-nas/TRAIN-BASE.sh 0 PNASNet cifar10 nocut 48 11
bash scripts-nas/TRAIN-BASE.sh 0 AmoebaNet cifar10 nocut 36 20
bash scripts-nas/TRAIN-BASE.sh 0 NASNet cifar10 nocut 33 20

bash scripts-nas/TRAIN-BASE.sh 0 DMS_F1 cifar10 nocut 36 20
bash scripts-nas/TRAIN-BASE.sh 0 DMS_V1 cifar10 nocut 36 20
bash scripts-nas/TRAIN-BASE.sh 0 GDAS_CC cifar10 nocut 36 20
bash scripts-nas/train-imagenet.sh 3 DMS_F1 52 14
bash scripts-nas/train-imagenet.sh 3 DMS_V1 50 14


bash scripts-nas/TRAIN-BASE.sh 0 DMS_V1 cifar10 nocut 36 20

Visualization

python ./exps-nas/vis-arch.py --checkpoint  --save_dir
python ./exps-nas/cvpr-vis.py --save_dir ./snapshots/NAS-VIS/

Test datasets

cd ./lib/datasets/
python test_NLP.py