-
Notifications
You must be signed in to change notification settings - Fork 8
/
Copy pathrun_experiments.sh
50 lines (43 loc) · 2.95 KB
/
run_experiments.sh
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
#!/usr/bin/env bash
# Fig6-Top
python3 trainer.py --Regularization_type GP --Purturbation_type wgan_gp --Lambda 10.0
# Fig6-Middle, Fig13, Fig15
python3 trainer.py --Regularization_type GP --Purturbation_type wgan_gp --Lambda 1.0
# Fig6-Bottom
python3 trainer.py --Regularization_type LP --Purturbation_type wgan_gp --Lambda 10.0
# Not shown in Fig6, but written
python3 trainer.py --Regularization_type LP --Purturbation_type wgan_gp --Lambda 1.0
python3 trainer.py --Regularization_type LP --Purturbation_type wgan_gp --Lambda 100.0
# Fig11-Top
python3 trainer.py --dataset GeneratorGaussians8 --Regularization_type GP --Purturbation_type wgan_gp --Lambda 10.0
# Fig11-Middle
python3 trainer.py --dataset GeneratorGaussians8 --Regularization_type GP --Purturbation_type wgan_gp --Lambda 1.0
# Fig11-Bottom
python3 trainer.py --dataset GeneratorGaussians8 --Regularization_type LP --Purturbation_type wgan_gp --Lambda 10.0
# Not shown in Fig11, but written
python3 trainer.py --dataset GeneratorGaussians8 --Regularization_type LP --Purturbation_type wgan_gp --Lambda 1.0
python3 trainer.py --dataset GeneratorGaussians8 --Regularization_type LP --Purturbation_type wgan_gp --Lambda 100.0
# Fig12-Top
python3 trainer.py --dataset GeneratorGaussians25 --Regularization_type GP --Purturbation_type wgan_gp --Lambda 10.0
# Fig12-Middle
python3 trainer.py --dataset GeneratorGaussians25 --Regularization_type GP --Purturbation_type wgan_gp --Lambda 1.0
# Fig12-Bottom
python3 trainer.py --dataset GeneratorGaussians25 --Regularization_type LP --Purturbation_type wgan_gp --Lambda 10.0
# Not shown in Fig12, but written
python3 trainer.py --dataset GeneratorGaussians25 --Regularization_type LP --Purturbation_type wgan_gp --Lambda 1.0
python3 trainer.py --dataset GeneratorGaussians25 --Regularization_type LP --Purturbation_type wgan_gp --Lambda 100.0
# Fig7-Top, Fig9-Top
python3 trainer.py --Regularization_type GP --Purturbation_type wgan_gp --Lambda 5.0
# Fig7-Bottom, Fig9-Bottom
python3 trainer.py --Regularization_type LP --Purturbation_type wgan_gp --Lambda 5.0
# Fig8-Top
python3 trainer.py --Regularization_type GP --Purturbation_type dragan_only_training --Lambda 5.0
# Fig8-Middle, Fig14-Top
python3 trainer.py --Regularization_type GP --Purturbation_type dragan_both --Lambda 5.0
# Fig8-Bottom, Fig14-Bottom
python3 trainer.py --Regularization_type LP --Purturbation_type dragan_both --Lambda 5.0
python3 trainer.py --n_epoch 2000 --Regularization_type GP --Purturbation_type wgan_gp --Lambda 1.0 --emd_records True
python3 trainer.py --n_epoch 2000 --Regularization_type GP --Purturbation_type wgan_gp --Lambda 5.0 --emd_records True
python3 trainer.py --n_epoch 2000 --Regularization_type LP --Purturbation_type wgan_gp --Lambda 5.0 --emd_records True
python3 trainer.py --n_epoch 2000 --Regularization_type GP --Purturbation_type dragan_both --Lambda 5.0 --emd_records True
python3 trainer.py --n_epoch 2000 --Regularization_type LP --Purturbation_type dragan_both --Lambda 5.0 --emd_records True