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open-train.sh
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open-train.sh
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cd ..
DATA_DIR=data/domainnet
EXP_DIR=exp/domainnet
##
# domainnet many-shot
##
for DOMAIN in clipart infograph painting real sketch
do
python train.py \
--epochs=60 \
--multi-gpu \
--data_dir=$DATA_DIR \
--exp_dir=$EXP_DIR/manyshot \
--dataset=domainnet_$DOMAIN \
--mode=im \
--lr=0.001 \
--da \
--backbone=seresnet \
--temperature=0.05
done
python train.py \
--epochs=60 \
--multi-gpu \
--data_dir=$DATA_DIR \
--exp_dir=$EXP_DIR/manyshot \
--dataset=domainnet \
--mode=sk \
--lr=0.001 \
--da \
--backbone=seresnet \
--temperature=0.05
##
# domainnet zero-shot
##
for DOMAIN in clipart infograph painting real sketch
do
python train.py \
--epochs=30 \
--multi-gpu \
--data_dir=$DATA_DIR \
--exp_dir=$EXP_DIR/zeroshot \
--dataset=domainnet_$DOMAIN \
--mode=im \
--lr=0.001 \
--da \
--backbone=seresnet \
--temperature=0.05 \
--overwrite
done
python train.py \
--epochs=30 \
--multi-gpu \
--data_dir=$DATA_DIR \
--exp_dir=$EXP_DIR/zeroshot \
--dataset=domainnet \
--mode=sk \
--lr=0.001 \
--da \
--backbone=seresnet \
--temperature=0.05 \
--overwrite