first commit

MobileNetV3/script/download_preprocessed_dataset.sh

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+echo '[Downloading processed]'
+python main_exp/get_files/get_preprocessed_data.py
+python main_exp/get_files/get_preprocessed_score_model_data.py

MobileNetV3/script/download_raw_dataset.sh

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+DATANAME=$1
+
+if [[ $DATANAME = 'aircraft' ]]; then
+    echo '[Downloading aircraft]'
+    python main_exp/get_files/get_aircraft.py
+
+elif [[ $DATANAME = 'pets' ]]; then
+    echo '[Downloading pets]'
+    python main_exp/get_files/get_pets.py
+
+else
+    echo 'Not Implemeted'
+fi

MobileNetV3/script/tr_meta_surrogate_ofa.sh

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+FOLDER_NAME='tr_meta_surrogate_ofa'
+
+CUDA_VISIBLE_DEVICES=$1 python main.py --config configs/tr_meta_surrogate_ofa.py \
+    --mode train \
+    --config.folder_name $FOLDER_NAME

MobileNetV3/script/tr_scorenet_ofa.sh

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+FOLDER_NAME='tr_scorenet_ofa'
+
+CUDA_VISIBLE_DEVICES=$1 python main.py --config configs/tr_scorenet_ofa.py \
+    --mode train \
+    --config.folder_name $FOLDER_NAME

MobileNetV3/script/transfer_nag.sh

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+FOLDER_NAME='transfer_nag_ofa'
+
+N=30
+GENSAMPLES=5000
+GPU=$1
+DATANAME=$2
+
+
+CUDA_VISIBLE_DEVICES=$GPU python main_exp/run_transfer_nag.py \
+    --test --data-name $DATANAME --gpu $GPU \
+    --folder_name $FOLDER_NAME \
+    --nvt 27 --search_space ofa --graph-data-name ofa \
+    --epochs 500 --n_gen_samples $GENSAMPLES --classifier_scale 500 \
+    --n_training_samples $N