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experiments.txt
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67 lines (50 loc) · 5.32 KB
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### RESULTS
# ACS
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --combination 0 --experiment-name ours_0 --eval > ours_0.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --combination 1 --experiment-name ours_1 --eval > ours_1.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --combination 2 --experiment-name ours_2 --eval > ours_2.log
# UNET
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 --combination 0 --experiment-name unet_0_pe --eval --unet-only > unet_b_0.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 --combination 1 --experiment-name unet_1_ne --eval --unet-only > unet_b_1.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 --combination 2 --experiment-name unet_2_ne --eval --unet-only > unet_b_2.log
# MAS
nohup python mas_train.py --combination 0 --lambda-d 0.1 --eval --experiment-name mas27_0 > mas_0.log
nohup python mas_train.py --combination 1 --lambda-d 0.1 --eval --experiment-name mas27_1 > mas_1.log
nohup python mas_train.py --combination 2 --lambda-d 0.1 --eval --experiment-name mas27_2 > mas_2.log
# KD
nohup python kd_train.py --combination 0 --lambda-d 0.1 --eval --experiment-name kd27_0 > kd_0.log
nohup python kd_train.py --combination 1 --lambda-d 0.1 --eval --experiment-name kd27_1 > kd_1.log
nohup python kd_train.py --combination 2 --lambda-d 0.1 --eval --experiment-name kd27_2 > kd_2.log
# Unet-Alternative
nohup python mas_train.py --combination 0 --lambda-d 0 --eval --experiment-name unet27_0 --unet-only > unet_0.log
nohup python mas_train.py --combination 1 --lambda-d 0 --eval --experiment-name unet27_1 --unet-only > unet_1.log
nohup python mas_train.py --combination 2 --lambda-d 0 --eval --experiment-name unet27_2 --unet-only > unet_2.log
### HYPERPARAMETER
# MAS
nohup python mas_train.py --batch-size 40 --epochs 60 --device-ids 0 --combination 0 --experiment-name mas_lambda_1_ne --lambda-d 1 --lambda-eval > mas_lambda_1.log
nohup python mas_train.py --batch-size 40 --epochs 60 --device-ids 0 --combination 0 --experiment-name mas_lambda_05_ne --lambda-d 0.5 --lambda-eval > mas_lambda_05.log
nohup python mas_train.py --batch-size 40 --epochs 60 --device-ids 0 --combination 0 --experiment-name mas_lambda_01_ne --lambda-d 0.1 --lambda-eval > mas_lambda_01.log
# KD
nohup python kd_train.py --batch-size 40 --epochs 60 --device-ids 0 --combination 0 --experiment-name kd_lambda_1_ne --lambda-d 1 --lambda-eval > kd_lambda_1.log
nohup python kd_train.py --batch-size 40 --epochs 60 --device-ids 0 --combination 0 --experiment-name kd_lambda_05_ne --lambda-d 0.5 --lambda-eval > kd_lambda_05.log
nohup python kd_train.py --batch-size 40 --epochs 60 --device-ids 0 --combination 0 --experiment-name kd_lambda_01_ne --lambda-d 0.1 --lambda-eval > kd_lambda_01.log
### ABLATION
#--lambda-c-adv 0
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-c-adv 0 --combination 0 --experiment-name ours_no_c_adv_0 --eval > ours_no_c_adv_0.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-c-adv 0 --combination 1 --experiment-name ours_no_c_adv_1 --eval > ours_no_c_adv_1.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-c-adv 0 --combination 2 --experiment-name ours_no_c_adv_2 --eval > ours_no_c_adv_2.log
#--lambda-vae 0 --lambda-gan 0 --lambda-lcr 0
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-vae 0 --lambda-gan 0 --lambda-lcr 0 --combination 0 --experiment-name ours_no_ganvaelr_0 --eval > ours_no_ganvaelr_0.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-vae 0 --lambda-gan 0 --lambda-lcr 0 --combination 1 --experiment-name ours_no_ganvaelr_1 --eval > ours_no_ganvaelr_1.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-vae 0 --lambda-gan 0 --lambda-lcr 0 --combination 2 --experiment-name ours_no_ganvaelr_2 --eval > ours_no_ganvaelr_2.log
#--lambda-vae 5 --lambda-gan 0
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-gan 0 --combination 0 --experiment-name ours_no_gan_0 --eval > ours_no_gan_0.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-gan 0 --combination 1 --experiment-name ours_no_gan_1 --eval > ours_no_gan_1.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-gan 0 --combination 2 --experiment-name ours_no_gan_2 --eval > ours_no_gan_2.log
--lambda-vae 0 --lambda-gan 5
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-vae 0 --combination 0 --experiment-name ours_no_vae_0 --eval > ours_no_vae_0.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-vae 0 --combination 1 --experiment-name ours_no_vae_1 --eval > ours_no_vae_1.log
nohup python acs_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --lambda-vae 0 --combination 2 --experiment-name ours_no_vae_2 --eval > ours_no_vae_2.log
### JOINT
nohup python acs_joint_train.py --batch-size 40 --epochs 60 --device-ids 0 1 2 3 --experiment-name ours_joint_e0_60 --eval > ours_joint.log
nohup python unet_joint_train.py --batch-size 40 --epochs 60 --device-ids 0 --experiment-name unet_all_joint --eval > unet_joint.log