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arthurdouillardarthurdouillard
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Update cityscapes domain script.
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‎scripts/cityscapesDomain/plop_cityscapesDomain_1-1.sh

+21-21
Original file line numberDiff line numberDiff line change
@@ -16,7 +16,7 @@ DATASET=cityscapes_domain
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TASK=1-1
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NAME=PLOP
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METHOD=FT
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OPTIONS="--checkpoint checkpoints/step/ --pod local --pod_factor 0.01 --pod_logits"
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OPTIONS="--checkpoint checkpoints/step/ --pod local --pod_factor 0.0001 --pod_logits"
2020

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NB_EPOCHS=50
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@@ -30,26 +30,26 @@ echo -ne "\ek${SCREENNAME}\e\\"
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echo "Writing in ${RESULTSFILE}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 0 --lr 0.01 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 1 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
34-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 2 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
35-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 3 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
36-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 4 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
37-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 5 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
38-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 6 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
39-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 7 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
40-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 8 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
41-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 9 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
42-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 10 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
43-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 11 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
44-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 12 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
45-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 13 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
46-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 14 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
47-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 15 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
48-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 16 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
49-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 17 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 18 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
51-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 19 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
52-
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 20 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.0005, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 1 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 2 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 3 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 4 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 5 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 6 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 7 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 8 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 9 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 10 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 11 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 12 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 13 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 14 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
47+
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 15 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 16 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
49+
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 17 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
50+
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 18 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
51+
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 19 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
52+
CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 20 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS} --pod_options "{\"switch\": {\"after\": {\"extra_channels\": \"sum\", \"factor\": 0.001, \"type\": \"local\"}}}"
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python3 average_csv.py ${RESULTSFILE}
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echo ${SCREENNAME}

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