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run_drebin_cade.sh
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run_drebin_cade.sh
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#### use family 7 as the unseen family #######
mkdir -p logs/drebin_new_7/ && \
nohup python -u main.py \
--data drebin_new_7 \
--newfamily-label 7 \
-c mlp \
--mlp-retrain 0 \
--mlp-hidden 100-30 \
--mlp-lr 0.001 \
--mlp-batch-size 32 \
--mlp-epochs 50 \
--mlp-dropout 0.2 \
--cae-hidden 512-128-32 \
--cae-lr 0.0001 \
--cae-batch-size 64 \
--cae-lambda-1 1e-1 \
--similar-ratio 0.25 \
--margin 10.0 \
--display-interval 10 \
--mad-threshold 3.5 \
> logs/drebin_new_7/mlp_$(date "+%m.%d-%H.%M.%S")_cae_lambda_1e-1.log &
####### use family 6 as the unseen family #######
mkdir -p logs/drebin_new_6/ && \
nohup python -u main.py \
--data drebin_new_6 \
--newfamily-label 6 \
-c mlp \
--mlp-retrain 0 \
--mlp-hidden 100-30 \
--mlp-lr 0.001 \
--mlp-batch-size 32 \
--mlp-epochs 50 \
--mlp-dropout 0.2 \
--cae-hidden 512-128-32 \
--cae-lr 0.0001 \
--cae-batch-size 64 \
--cae-lambda-1 1e-1 \
--similar-ratio 0.25 \
--margin 10.0 \
--display-interval 10 \
--mad-threshold 3.5 \
> logs/drebin_new_6/mlp_$(date "+%m.%d-%H.%M.%S")_cae_lambda_1e-1.log &
####### use family 5 as the unseen family #######
mkdir -p logs/drebin_new_5/ && \
nohup python -u main.py \
--data drebin_new_5 \
--newfamily-label 5 \
-c mlp \
--mlp-retrain 0 \
--mlp-hidden 100-30 \
--mlp-lr 0.001 \
--mlp-batch-size 32 \
--mlp-epochs 50 \
--mlp-dropout 0.2 \
--cae-hidden 512-128-32 \
--cae-lr 0.0001 \
--cae-batch-size 64 \
--cae-lambda-1 1e-1 \
--similar-ratio 0.25 \
--margin 10.0 \
--display-interval 10 \
--mad-threshold 3.5 \
> logs/drebin_new_5/mlp_$(date "+%m.%d-%H.%M.%S")_cae_lambda_1e-1.log &
###### use family 4 as the unseen family #######
mkdir -p logs/drebin_new_4/ && \
nohup python -u main.py \
--data drebin_new_4 \
--newfamily-label 4 \
-c mlp \
--mlp-retrain 0 \
--mlp-hidden 100-30 \
--mlp-lr 0.001 \
--mlp-batch-size 32 \
--mlp-epochs 50 \
--mlp-dropout 0.2 \
--cae-hidden 512-128-32 \
--cae-lr 0.0001 \
--cae-batch-size 64 \
--cae-lambda-1 1e-1 \
--similar-ratio 0.25 \
--margin 10.0 \
--display-interval 10 \
--mad-threshold 3.5 \
> logs/drebin_new_4/mlp_$(date "+%m.%d-%H.%M.%S")_cae_lambda_1e-1.log &
####### use family 3 as the unseen family #######
mkdir -p logs/drebin_new_3/ && \
nohup python -u main.py \
--data drebin_new_3 \
--newfamily-label 3 \
-c mlp \
--mlp-retrain 0 \
--mlp-hidden 100-30 \
--mlp-lr 0.001 \
--mlp-batch-size 32 \
--mlp-epochs 50 \
--mlp-dropout 0.2 \
--cae-hidden 512-128-32 \
--cae-lr 0.0001 \
--cae-batch-size 64 \
--cae-lambda-1 1e-1 \
--similar-ratio 0.25 \
--margin 10.0 \
--display-interval 10 \
--mad-threshold 3.5 \
> logs/drebin_new_3/mlp_$(date "+%m.%d-%H.%M.%S")_cae_lambda_1e-1.log &
####### use family 2 as the unseen family #######
mkdir -p logs/drebin_new_2/ && \
nohup python -u main.py \
--data drebin_new_2 \
--newfamily-label 2 \
-c mlp \
--mlp-retrain 0 \
--mlp-hidden 100-30 \
--mlp-lr 0.001 \
--mlp-batch-size 32 \
--mlp-epochs 50 \
--mlp-dropout 0.2 \
--cae-hidden 512-128-32 \
--cae-lr 0.0001 \
--cae-batch-size 64 \
--cae-lambda-1 1e-1 \
--similar-ratio 0.25 \
--margin 10.0 \
--display-interval 10 \
--mad-threshold 3.5 \
> logs/drebin_new_2/mlp_$(date "+%m.%d-%H.%M.%S")_cae_lambda_1e-1.log &
####### use family 1 as the unseen family #######
mkdir -p logs/drebin_new_1/ && \
nohup python -u main.py \
--data drebin_new_1 \
--newfamily-label 1 \
-c mlp \
--mlp-retrain 0 \
--mlp-hidden 100-30 \
--mlp-lr 0.001 \
--mlp-batch-size 32 \
--mlp-epochs 50 \
--mlp-dropout 0.2 \
--cae-hidden 512-128-32 \
--cae-lr 0.0001 \
--cae-batch-size 64 \
--cae-lambda-1 1e-1 \
--similar-ratio 0.25 \
--margin 10.0 \
--display-interval 10 \
--mad-threshold 3.5 \
> logs/drebin_new_1/mlp_$(date "+%m.%d-%H.%M.%S")_cae_lambda_1e-1.log &
####### use family 0 as the unseen family #######
mkdir -p logs/drebin_new_0/ && \
nohup python -u main.py \
--data drebin_new_0 \
--newfamily-label 0 \
-c mlp \
--mlp-retrain 0 \
--mlp-hidden 100-30 \
--mlp-lr 0.001 \
--mlp-batch-size 32 \
--mlp-epochs 50 \
--mlp-dropout 0.2 \
--cae-hidden 512-128-32 \
--cae-lr 0.0001 \
--cae-batch-size 64 \
--cae-lambda-1 1e-1 \
--similar-ratio 0.25 \
--margin 10.0 \
--display-interval 10 \
--mad-threshold 3.5 \
> logs/drebin_new_0/mlp_$(date "+%m.%d-%H.%M.%S")_cae_lambda_1e-1.log &