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replicate.sh
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replicate.sh
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# Step 1) Copy the shared models to <your_location>/OWOD/output/ and
# Step 2) Copy the shared data to <your_location>/OWOD/datasets/VOC2007
# Task 1: Start
python tools/train_net.py --num-gpus 4 --dist-url='tcp://127.0.0.1:52133' --config-file ./configs/OWOD/t1/t1_val.yaml SOLVER.IMS_PER_BATCH 4 SOLVER.BASE_LR 0.01 OWOD.TEMPERATURE 1.5 OUTPUT_DIR "./output/t1_final"
python tools/train_net.py --num-gpus 4 --eval-only --config-file ./configs/OWOD/t1/t1_test.yaml SOLVER.IMS_PER_BATCH 4 SOLVER.BASE_LR 0.005 OUTPUT_DIR "./output/t1_final"
# Task 1: End
# Task 2: Start
python tools/train_net.py --num-gpus 4 --dist-url='tcp://127.0.0.1:52133' --config-file ./configs/OWOD/t2/t2_val.yaml SOLVER.IMS_PER_BATCH 4 SOLVER.BASE_LR 0.01 OWOD.TEMPERATURE 1.5 OUTPUT_DIR "./output/t2_final"
python tools/train_net.py --num-gpus 4 --eval-only --config-file ./configs/OWOD/t2/t2_test.yaml SOLVER.IMS_PER_BATCH 4 SOLVER.BASE_LR 0.005 OUTPUT_DIR "./output/t2_final"
# Task 2: End
# Task 3: Start
python tools/train_net.py --num-gpus 4 --dist-url='tcp://127.0.0.1:52133' --config-file ./configs/OWOD/t3/t3_val.yaml SOLVER.IMS_PER_BATCH 4 SOLVER.BASE_LR 0.01 OWOD.TEMPERATURE 1.5 OUTPUT_DIR "./output/t3_final"
python tools/train_net.py --num-gpus 4 --eval-only --config-file ./configs/OWOD/t3/t3_test.yaml SOLVER.IMS_PER_BATCH 4 SOLVER.BASE_LR 0.005 OUTPUT_DIR "./output/t3_final"
# Task 3: End
# Task 4: Start
python tools/train_net.py --num-gpus 4 --eval-only --config-file ./configs/OWOD/t4/t4_test.yaml SOLVER.IMS_PER_BATCH 4 SOLVER.BASE_LR 0.005 OUTPUT_DIR "./output/t4_final"
# Task 4: End