temp

scripts/maple/reproduce_maple_xd.sh

@@ -0,0 +1,38 @@
+#!/bin/bash
+
+#cd ../..
+
+# custom config
+DATA="/path/to/dataset/folder"
+TRAINER=MaPLe
+
+DATASET=$1
+SEED=$2
+WEIGHTSPATH=$3
+
+CFG=vit_b16_c2_ep5_batch4_2ctx_cross_datasets
+SHOTS=16
+LOADEP=2
+
+MODEL_DIR=${WEIGHTSPATH}/seed${SEED}
+
+DIR=output/evaluation/${TRAINER}/${CFG}_${SHOTS}shots/${DATASET}/seed${SEED}
+if [ -d "$DIR" ]; then
+    echo "Results are already available in ${DIR}. Skipping..."
+else
+    echo "Evaluating model"
+    echo "Runing the first phase job and save the output to ${DIR}"
+    # Evaluate on evaluation datasets
+    python train.py \
+    --root ${DATA} \
+    --seed ${SEED} \
+    --trainer ${TRAINER} \
+    --dataset-config-file configs/datasets/${DATASET}.yaml \
+    --config-file configs/trainers/${TRAINER}/${CFG}.yaml \
+    --output-dir ${DIR} \
+    --model-dir ${MODEL_DIR} \
+    --load-epoch ${LOADEP} \
+    --eval-only \
+    DATASET.NUM_SHOTS ${SHOTS} \
+
+fi