Rename finetune_new and pretrain_new to finetune and pretrain

finetune.sh

@@ -0,0 +1,43 @@
+export CUDA_VISIBLE_DEVICES=0
+
+
+SOURCES=("miniImageNet" "tieredImageNet" "ImageNet")
+SOURCE=${SOURCES[0]}
+
+TARGETS=("CropDisease" "ISIC" "EuroSAT" "ChestX" "places" "cub" "plantae" "cars")
+TARGET=${TARGETS[0]}
+
+# BACKBONE=resnet10  # for mini
+BACKBONE=resnet18  # for tiered and full imagenet
+
+N_SHOT=5
+
+
+# Source SL
+for TARGET in "CropDisease" "ISIC" "EuroSAT" "ChestX" "places" "cub" "plantae" "cars"; do
+  python finetune.py --ls --source_dataset $SOURCE --target_dataset $TARGET --backbone $BACKBONE --model "base" --tag "default" --n_shot $N_SHOT
+done
+
+# Target SSL
+for TARGET in "CropDisease" "ISIC" "EuroSAT" "ChestX" "places" "cub" "plantae" "cars"; do
+  python finetune.py --ut --source_dataset $SOURCE --target_dataset $TARGET --backbone $BACKBONE --model "simclr" --tag "default" --n_shot $N_SHOT
+  python finetune.py --ut --source_dataset $SOURCE --target_dataset $TARGET --backbone $BACKBONE --model "byol" --tag "default" --n_shot $N_SHOT
+done
+
+# MSL (Source SL + Target SSL)
+for TARGET in "CropDisease" "ISIC" "EuroSAT" "ChestX" "places" "cub" "plantae" "cars"; do
+  python finetune.py --ls --ut --source_dataset $SOURCE --target_dataset $TARGET --backbone $BACKBONE --model "simclr" --tag "gamma78" --n_shot $N_SHOT
+  python finetune.py --ls --ut --source_dataset $SOURCE --target_dataset $TARGET --backbone $BACKBONE --model "byol" --tag "gamma78" --n_shot $N_SHOT
+done
+
+# Two-Stage SSL (Source SL -> Target SSL)
+for TARGET in "CropDisease" "ISIC" "EuroSAT" "ChestX" "places" "cub" "plantae" "cars"; do
+  python finetune.py --pls --ut --source_dataset $SOURCE --target_dataset $TARGET --backbone $BACKBONE --model "simclr" --tag "default" --n_shot $N_SHOT
+  python finetune.py --pls --ut --source_dataset $SOURCE --target_dataset $TARGET --backbone $BACKBONE --model "byol" --tag "default" --n_shot $N_SHOT
+done
+
+# Two-Stage MSL (Source SL -> Source SL + Target SSL)
+for TARGET in "CropDisease" "ISIC" "EuroSAT" "ChestX" "places" "cub" "plantae" "cars"; do
+  python finetune.py --pls --ls --ut --source_dataset $SOURCE --target_dataset $TARGET --backbone $BACKBONE --model "simclr" --tag "gamma78" --n_shot $N_SHOT
+  python finetune.py --pls --ls --ut --source_dataset $SOURCE --target_dataset $TARGET --backbone $BACKBONE --model "byol" --tag "gamma78" --n_shot $N_SHOT
+done