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run_wgan_validator.sh
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# python train_only_local_GAN.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_6" --print_freq 100 --disp_freq 100 --load_warpnet "./checkpoints/exp_1/ckpt_020.pt"
# --load_checkpoint "checkpoints/exp_2/ckpt_080.pt"
# python train_only_local_GAN.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_6_debug_grad" --print_freq 10 --disp_freq 10 --load_warpnet "./checkpoints/exp_1/ckpt_020.pt"
# --load_checkpoint "checkpoints/exp_2/ckpt_080.pt"
# python train_full_part_GAN.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_11" --print_freq 100 --disp_freq 100 --load_warpnet "./checkpoints/exp_1/ckpt_040.pt" --load_checkpoint './checkpoints/exp_7/ckpt_180.pt'
# python train_full_part_local_GAN.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_12_2" --print_freq 100 --disp_freq 100 --load_checkpoint './checkpoints/exp_12/ckpt_215.pt' --save_epoch_freq 5 --pd_L_l_w 0.5 --pd_R_l_w 0.5 --pd_N_l_w 0.5 --pd_M_l_w 0.5
# python train_full_part_local_GAN.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_13" --print_freq 100 --disp_freq 100 --load_checkpoint './checkpoints/exp_12_2/ckpt_220.pt' --save_epoch_freq 10 --pd_L_l_w 1.5 --pd_R_l_w 1.5 --pd_N_l_w 1.5 --pd_M_l_w 1.5 --gd_l_w 2 --ld_l_w 1
# python train_full_part_local_GAN.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_13_2" --print_freq 100 --disp_freq 100 --load_checkpoint './checkpoints/exp_13/ckpt_240.pt' --save_epoch_freq 5 --pd_L_l_w 3 --pd_R_l_w 3 --pd_N_l_w 3 --pd_M_l_w 3 --gd_l_w 10 --ld_l_w 5
# python train_full_part_local_GAN.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_13_3" --print_freq 100 --disp_freq 100 --load_checkpoint './checkpoints/exp_13/ckpt_240.pt' --save_epoch_freq 1 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 2 --ld_l_w 1 --kind "weaker_1"
# python train_full_part_local_GAN_cond.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_16" --print_freq 100 --disp_freq 100 --save_epoch_freq 10 --pd_L_l_w 100 --pd_R_l_w 100 --pd_N_l_w 100 --pd_M_l_w 100 --gd_l_w 200 --ld_l_w 100 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --load_checkpoint './checkpoints/exp_13_3/ckpt_245.pt'
# python train_full_part_local_GAN_cond.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_17" --print_freq 100 --disp_freq 100 --save_epoch_freq 10 --pd_L_l_w 100 --pd_R_l_w 100 --pd_N_l_w 100 --pd_M_l_w 100 --gd_l_w 1 --ld_l_w 0.5 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --load_checkpoint './checkpoints/exp_16/ckpt_260.pt'
# dataset SP shrink parts set to 0.8
# python train_full_part_local_GAN_cond_SP_LR.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_18" --print_freq 100 --disp_freq 100 --save_epoch_freq 10 --pd_L_l_w 100 --pd_R_l_w 100 --pd_N_l_w 100 --pd_M_l_w 100 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 10 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --load_checkpoint './checkpoints/exp_17/ckpt_300.pt'
# dataset SP shrink parts set to 1.2
# python train_full_part_local_GAN_cond_SP_LR.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_19" --print_freq 100 --disp_freq 100 --save_epoch_freq 5 --pd_L_l_w 1 --pd_R_l_w 1 --pd_N_l_w 1 --pd_M_l_w 1 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --load_checkpoint './checkpoints/exp_18/ckpt_310.pt' --parts_expand 1.2
# python train_wgan.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_43" --print_freq 10 --disp_freq 10 --save_epoch_freq 10 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --use_WGAN --load_warpnet "./checkpoints/exp_1/ckpt_040.pt"
# --adam
# --load_checkpoint './checkpoints/exp_19/ckpt_465.pt'
# python train_wgan.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_43_just_wgan" --print_freq 100 --disp_freq 100 --save_epoch_freq 10 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --use_WGAN --load_warpnet "./checkpoints/exp_1/ckpt_040.pt"
# python train_wgan.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 1500 --exp_name "exp_44_only_part_lr=2e-5" --print_freq 100 --disp_freq 100 --save_epoch_freq 1 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --use_WGAN_GP --load_warpnet "./checkpoints/exp_1/ckpt_040.pt" --lr 2e-5
# python train_wgan_validator_clean.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 400 --exp_name "wgan_mnist_WGAN-GP_final_2" --print_freq 100 --disp_freq 100 --save_epoch_freq 50 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --lr 1e-4 --use_WGAN_GP --batch_size 50
# --disp_img_cnt 8
# --load_warpnet "./checkpoints/exp_1/ckpt_040.pt"
# python train_wgan_validator_clean.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 400 --exp_name "wgan_cifar10_WGAN-GP_final_2" --print_freq 100 --disp_freq 100 --save_epoch_freq 50 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --lr 1e-4 --use_WGAN_GP --batch_size 64
# python train_wgan_validator_clean.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 400 --exp_name "wgan_anime_WGAN-GP_final_8" --print_freq 100 --disp_freq 100 --save_epoch_freq 50 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --lr 2e-4 --use_WGAN_GP --batch_size 256
# python train_wgan_validator_clean.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 400 --exp_name "wgan_anime_WGAN-GP_final_7" --print_freq 100 --disp_freq 100 --save_epoch_freq 50 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --lr 2e-4 --use_WGAN_GP --batch_size 64
# python train_wgan_validator_clean.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 400 --exp_name "wgan_anime_WGAN-GP_final_dbg" --print_freq 100 --disp_freq 100 --save_epoch_freq 50 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --lr 2e-4 --use_WGAN_GP --batch_size 64
# python train_wgan_validator_clean.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 400 --exp_name "wgan_test_tensorboard_markdown" --print_freq 100 --disp_freq 100 --save_epoch_freq 50 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --lr 2e-4 --use_WGAN_GP --batch_size 256
python train_wgan_validator_clean.py --cuda --train_img_dir "./DataSets/Original/Train" --train_landmark_dir "./DataSets/Original/Landmark" --test_img_dir "./DataSets/Original/Test/testvgg" --test_landmark_dir "./DataSets/Original/Landmark" --max_epoch 400 --exp_name "wgan_anime_WGAN-GP_final_dbg_debug_HPC" --print_freq 1 --disp_freq 1 --save_epoch_freq 50 --pd_L_l_w 2 --pd_R_l_w 2 --pd_N_l_w 2 --pd_M_l_w 2 --gd_l_w 1 --ld_l_w 0.5 --lr_l_w 1 --perp_l_w 0 --kind "weaker_1" --GD_cond 6 --PD_cond 6 --parts_expand 1.2 --lr 2e-4 --use_WGAN_GP --batch_size 64