forked from POSTECH-CVLab/PyTorch-StudioGAN
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathscripts
More file actions
executable file
·222 lines (199 loc) · 40.3 KB
/
scripts
File metadata and controls
executable file
·222 lines (199 loc) · 40.3 KB
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
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
#!/bin/bash
# nohup
# Train Generator
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/data/datasets/rwth/ -cfg ./src/configs/RWTH/SPADE.yaml -save ./samples/RWTH/SPADE/ --is_ref_dataset --project titan-skeleton --num_workers 4 -every 500 --pose --skeleton > ./logs/RWTH/SPADE/run0.out 2> ./logs/RWTH/SPADE/run0.err
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/static-sl/rwth/ -cfg ./src/configs/RWTH/SPADE-ReACGAN.yaml -save ./samples/RWTH/SPADE-ReACGAN/ --is_ref_dataset --project titan-skeleton --num_workers 4 -every 500 --pose --skeleton > ./logs/RWTH/SPADE-ReACGAN/run0.out 2> ./logs/RWTH/SPADE-ReACGAN/run0.err
#python src/main.py -t -hdf5 -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/rwth-complete/ -cfg ./src/configs/RWTH-complete/ReACGAN-ADC-DiffAug.yaml -save ./samples/RWTH-complete/ReACGAN-ADC-DiffAug/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 100 > ./logs/RWTH-complete/ReACGAN-ADC-DiffAug/run0.out 2> ./logs/RWTH-complete/ReACGAN-ADC-DiffAug/run0.err
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/rwth-small/ -cfg ./src/configs/RWTH-small/SPADE-highcond.yaml -save ./samples/RWTH-small/SPADE-highcond/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --pose > ./logs/RWTH-small/SPADE-highcond/run0.out 2> ./logs/RWTH-small/SPADE-highcond/run0.err
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/rwth-small/ -cfg ./src/configs/RWTH-small/SPADE-highcond.yaml -save ./samples/RWTH-small/SPADE-skeleton-highcond/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --pose --skeleton > ./logs/RWTH-small/SPADE-skeleton-highcond/run0.out 2> ./logs/RWTH-small/SPADE-skeleton-highcond/run0.err
#echo "--train hagrid SPADE generator--"
#python src/main.py -t -hdf5 -hdf5_val -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/hagrid-complete/ -cfg ./src/configs/hagrid-complete/SPADE.yaml -save /mnt/sda2/models/TDG//TDGsamples/hagrid-complete/SPADE-skeleton/ --is_ref_dataset --project titan --num_workers 4 -every 100 --print_every 100 --pose --skeleton -ckpt /mnt/sda2/models/TDG//TDGsamples/hagrid-complete/SPADE-skeleton/checkpoints/hagrid-complete-SPADE-train-2023_06_09_14_37_21/ -best > ./logs/hagrid-complete/SPADE-skeleton/run0.out 2> ./logs/hagrid-complete/SPADE-skeleton/run0.err
#echo "--eval hagrid SPADE generator--"
#python src/main.py -hdf5 -hdf5_val -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/hagrid-complete/ -cfg ./src/configs/hagrid-complete/SPADE.yaml -save /mnt/sda2/models/TDG//TDGsamples/hagrid-complete/SPADE-skeleton/ --is_ref_dataset --project titan --num_workers 4 -every 1 --print_every 1 --pose --skeleton -ckpt /mnt/sda2/models/TDG//TDGsamples/hagrid-complete/SPADE-skeleton/checkpoints/hagrid-complete-SPADE-train-2023_06_09_14_37_21/ -best > ./logs/hagrid-complete/SPADE-skeleton/run0.out 2> ./logs/hagrid-complete/SPADE-skeleton/run0.err
#echo "--eval hagrid ReACGAN generator--"
#python src/main.py -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/hagrid-complete/ -cfg ./src/configs/hagrid-complete/ReACGAN-ADC-DiffAug.yaml -save /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/ReACGAN-ADC-DiffAug/ --is_ref_dataset --project titan --num_workers 4 -every 1 --print_every 1 -ckpt /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/ReACGAN-ADC-DiffAug/checkpoints/hagrid-complete-ReACGAN-ADC-DiffAug-train-2022_10_28_03_00_38/ -best > ./logs/hagrid-complete/ReACGAN-ADC-DiffAug/run0.out 2> ./logs/hagrid-complete/ReACGAN-ADC-DiffAug/run0.err
#echo "--train RWTH-small SPADE generator--"
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/static-sl/rwth-small/ -cfg ./src/configs/RWTH-small/SPADE-highcond.yaml -save /mnt/sda2/models/TDG/TDGsamples/RWTH-small/SPADE-skeleton/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --pose --skeleton > ./logs/RWTH-small/SPADE-highcond/run0.out 2> ./logs/RWTH-small/SPADE-highcond/run0.err
#echo "--train RWTH-small SPADE skeleton generator--"
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/rwth-small/ -cfg ./src/configs/RWTH-small/SPADE-highcond.yaml -save ./samples/RWTH-small/SPADE-skeleton-highcond/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --pose --skeleton > ./logs/RWTH-small/SPADE-skeleton-highcond/run0.out 2> ./logs/RWTH-small/SPADE-skeleton-highcond/run0.err
#echo "--train hagrid generator 10 samples--"
#python src/main.py -t -hdf5 -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/hagrid-complete/ -cfg ./src/configs/hagrid-complete/ReACGAN-ADC-DiffAug-10.yaml -save ./samples/hagrid-complete/ReACGAN-ADC-DiffAug-10/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --dset_used 180 > ./logs/hagrid-complete/ReACGAN-ADC-DiffAug-10/run0.out 2> ./logs/hagrid-complete/ReACGAN-ADC-DiffAug-10/run0.err
#echo "--train hagrid generator 20 samples--"
#python src/main.py -t -hdf5 -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/hagrid-complete/ -cfg ./src/configs/hagrid-complete/ReACGAN-ADC-DiffAug-20.yaml -save ./samples/hagrid-complete/ReACGAN-ADC-DiffAug-20/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --dset_used 360 > ./logs/hagrid-complete/ReACGAN-ADC-DiffAug-20/run0.out 2> ./logs/hagrid-complete/ReACGAN-ADC-DiffAug-20/run0.err
#echo "--train hagrid generator 40 samples--"
#python src/main.py -t -hdf5 -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/hagrid-complete/ -cfg ./src/configs/hagrid-complete/ReACGAN-ADC-DiffAug-40.yaml -save ./samples/hagrid-complete/ReACGAN-ADC-DiffAug-40/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --dset_used 720 > ./logs/hagrid-complete/ReACGAN-ADC-DiffAug-40/run0.out 2> ./logs/hagrid-complete/ReACGAN-ADC-DiffAug-40/run0.err
#echo "--train rwth generator 5 samples--"
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/rwth-small/ -cfg ./src/configs/RWTH-small/ReACGAN-ADC-DiffAug-highcond-5.yaml -save ./samples/RWTH-small/ReACGAN-ADC-DiffAug-highcond-5/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --dset_used 65 > ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond-5/run0.out 2> ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond-5/run0.err
#echo "--train rwth generator 10 samples--"
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/rwth-small/ -cfg ./src/configs/RWTH-small/ReACGAN-ADC-DiffAug-highcond-10.yaml -save /mnt/sda2/old_home/grios/TDGsamples/RWTH-small/ReACGAN-ADC-DiffAug-highcond-10/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --dset_used 130 > ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond-10/run0.out 2> ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond-10/run0.err
#echo "--train rwth generator 20 samples--"
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/rwth-small/ -cfg ./src/configs/RWTH-small/ReACGAN-ADC-DiffAug-highcond-20.yaml -save /mnt/sda2/old_home/grios/TDGsamples/RWTH-small/ReACGAN-ADC-DiffAug-highcond-20/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 --dset_used 260 > ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond-20/run0.out 2> ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond-20/run0.err
# Continue training
#python src/main.py -t -hdf5 -batch_stat -metrics is fid -ref "valid" -data /mnt/sda2/datasets/hagrid-complete/ -cfg ./src/configs/hagrid-complete/SPADE.yaml -save ./samples/hagrid-complete/SPADE/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 100 --pose --skeleton -ckpt ./samples/hagrid-complete/SPADE/checkpoints/hagrid-complete-SPADE-train-2022_12_20_09_46_50/ > ./logs/hagrid-complete/SPADE/run0.out 2> ./logs/hagrid-complete/SPADE/run0.err
#python src/main.py -t -hdf5 -batch_stat -metrics is fid -ref "valid" -data /mnt/sda2/datasets/hagrid-complete/data/ -cfg ./src/configs/hagrid-complete/ReACGAN-ADC-DiffAug.yaml -save ./samples/hagrid-complete/ReACGAN-ADC-DiffAug/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 100 -ckpt ./samples/hagrid-complete/ReACGAN-ADC-DiffAug/checkpoints/hagrid-complete-ReACGAN-ADC-DiffAug-train-2022_10_28_03_00_38/ -best > ./logs/hagrid-complete/ReACGAN-ADC-DiffAug/run0.out 2> ./logs/hagrid-complete/ReACGAN-ADC-DiffAug/run0.err
#python src/main.py -t -hdf5 -l -batch_stat -metrics is fid prdc -ref "valid" -data /mnt/sda2/datasets/rwth-small/ -cfg ./src/configs/RWTH-small/ReACGAN-ADC-DiffAug-highcond.yaml -save ./samples/RWTH-small/ReACGAN-ADC-DiffAug-highcond/ --is_ref_dataset --project titan --num_workers 4 -every 500 --print_every 500 -ckpt ./samples/RWTH-small/ReACGAN-ADC-DiffAug-highcond/checkpoints/RWTH-ReACGAN-ADC-DiffAug-highcond-train-2023_02_07_11_40_17/ -best > ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond/run0.out 2> ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond/run0.err
# Save dataset
#python src/main.py -sd -sd_num 1000 -ref "valid" -data /mnt/sda2/datasets/hagrid-complete/data/ -cfg ./src/configs/hagrid-complete/ReACGAN-ADC-DiffAug.yaml -save ./samples/hagrid-complete/ReACGAN-ADC-DiffAug/ -ckpt ./samples/hagrid-complete/ReACGAN-ADC-DiffAug/checkpoints/hagrid-complete-ReACGAN-ADC-DiffAug-train-2022_10_28_03_00_38/ -best --num_workers 4 > ./logs/hagrid-complete/ReACGAN-ADC-DiffAug/sf0.out 2> ./logs/hagrid-complete/ReACGAN-ADC-DiffAug/sf0.err
#python src/main.py -sd -sd_num 1000 -ref "valid" -data /mnt/sda2/datasets/rwth -cfg ./src/configs/RWTH/SPADE.yaml -save ./samples/RWTH/SPADE-skeleton/ -ckpt ./samples/RWTH/SPADE/checkpoints/RWTH-SPADE-train-2022_08_07_22_50_49/ --num_workers 4 --pose --skeleton > ./logs/RWTH/SPADE/sf0.out 2> ./logs/RWTH/SPADE/sf0.err
#python src/main.py -sd -sd_num 1000 -ref "valid" -data /mnt/sda2/datasets/rwth -cfg ./src/configs/RWTH/SPADE-ReACGAN.yaml -save ./samples/RWTH/SPADE-ReACGAN-skeleton/ -ckpt ./samples/RWTH/SPADE-ReACGAN/checkpoints/hagrid-complete-ReACGAN-ADC-DiffAug-train-2022_10_28_03_00_38/ --num_workers 4 --truncation_factor 0.5 --pose > ./logs/RWTH/SPADE-ReACGAN/sf0.out 2> ./logs/RWTH/SPADE-ReACGAN/sf0.err
#python src/main.py -sd -sd_num 1000 -ref "valid" -data /mnt/sda2/datasets/rwth-small/ -cfg ./src/configs/RWTH-small/ReACGAN-ADC-DiffAug-highcond.yaml -save /mnt/sda2/datasets/rwth-small-ReACGAN-ADC-DiffAug-highcond/ -ckpt ./samples/RWTH-small/ReACGAN-ADC-DiffAug-highcond/checkpoints/RWTH-ReACGAN-ADC-DiffAug-highcond-train-2023_02_07_11_40_17/ -best --num_workers 4 --truncation_factor 0.5 > ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond/sf0.out 2> ./logs/RWTH-small/ReACGAN-ADC-DiffAug-highcond/sf0.err
#python src/main.py -sd -sd_num 1000 -ref "valid" -data /mnt/sda2/datasets/static-sl/hagrid-complete/ -cfg ./src/configs/hagrid-complete/SPADE.yaml -save /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/SPADE-skeleton/ -ckpt /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/SPADE-skeleton/checkpoints/hagrid-complete-SPADE-train-2023_06_09_14_37_21/ -best --num_workers 4 --pose --skeleton > ./logs/hagrid-complete/SPADE-skeleton/sf0.out 2> ./logs/hagrid-complete/SPADE-skeleton/sf0.err
#python src/main.py -sd -sd_num 1000 -ref "valid" -data /mnt/sda2/datasets/static-sl/rwth-small/ -cfg ./src/configs/RWTH-small/SPADE-highcond.yaml -save /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/SPADE-skeleton/ -ckpt /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/SPADE-skeleton/checkpoints/hagrid-complete-SPADE-train-2023_06_09_14_37_21/ -best --num_workers 4 --pose --skeleton > ./logs/RWTH-small/SPADE-skeleton-hagrid/sf0.out 2> ./logs/RWTH-small/SPADE-skeleton-hagrid/sf0.err
#python src/main.py -sd -sd_num 1000 -ref "valid" -data /mnt/sda2/datasets/rwth-small/ -cfg ./src/configs/RWTH-small/SPADE.yaml -save /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/SPADE-skeleton/ -ckpt /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/SPADE-skeleton/checkpoints/hagrid-complete-SPADE-train-2023_06_09_14_37_21/ -best --num_workers 4 --pose --skeleton > ./logs/RWTH-small/SPADE-skeleton-hagrid/sf0.out 2> ./logs/RWTH-small/SPADE-skeleton-hagrid/sf0.err
#python src/main.py -sd -sd_num 1000 -ref "valid" -data /mnt/sda2/datasets/static-sl/rwth/ -cfg ./src/configs/RWTH/SPADE-highcond.yaml -save /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/SPADE-skeleton/ -ckpt /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/SPADE-skeleton/checkpoints/hagrid-complete-SPADE-train-2023_06_09_14_37_21/ -best --num_workers 4 --pose --skeleton > ./logs/RWTH/SPADE-skeleton-hagrid/sf0.out 2> ./logs/RWTH/SPADE-skeleton-hagrid/sf0.err
#mkdir -p /mnt/sda2/datasets/generated/RWTH-SPADE-hagridmodel-train-2023_06_09_14_37_21/train/
#mv /mnt/sda2/models/TDG/TDGsamples/hagrid-complete/SPADE-skeleton/samples/SPADE-highcond-train-2023_06_09_14_37_21/fake/* /mnt/sda2/datasets/generated/RWTH-SPADE-hagridmodel-train-2023_06_09_14_37_21/train/
# Train classifier rwth
#echo "--train rwth classifier on real data--"
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/static-sl/rwth/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/real/rwth/ -sm --num_workers 4 --epochs 150 --n_classes 39 --dims 64
# Train classifier hagrid
echo "--train hagrid classifier on real data--"
python src/classify.py --train_mode real --imagenet_weights --dset1 /mnt/sda2/datasets/static-sl/hagrid-complete/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/real/hagrid-complete/ -sm --num_workers 4 --epochs 10 --n_classes 18 --dims 64
#echo "--train hagrid classifier on real data 60 epochs--"
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/static-sl/hagrid-complete/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/real/hagrid-complete-60epochs/ -sm --num_workers 4 --epochs 60 --n_classes 18 --dims 64
# Train classifier rwth-small
#echo "--train rwth-small classifier on real data--"
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/rwth-small/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/real/rwth-small/ -sm --num_workers 4 --epochs 100 --n_classes 13 --dims 64
# Filter top k samples
#echo "--filter top-k rwth--"
#python src/classify.py --top_k 1000 -lm /mnt/sda2/models/TDG/classifier_results/real/rwth/model_state_dict.pt --dset1 /mnt/sda2/datasets/static-sl/rwth/ --dset2 /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/ --batch_size 128 -save /mnt/sda2/datasets/generated/filtered/ --num_workers 4 --n_classes 39 --dims 64
#echo "--filter top-k hahgrid--"
#python src/classify.py --top_k 300 -lm /mnt/sda2/old_home/grios/classifier_results/real/hagrid-complete/model_state_dict.pt --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 /mnt/sda2/datasets/hagrid-complete-ReACGAN-ADC-DiffAug-train-2022_10_28_03_00_38/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/real/hagrid-complete/ --num_workers 4 --n_classes 18 --dims 64
#echo "--filter top-k rwth-small--"
#python src/classify.py --top_k 300 -lm /mnt/sda2/old_home/grios/classifier_results/real/rwth-small/model_state_dict.pt --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 /mnt/sda2/datasets/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/real/rwth-small/ --num_workers 4 --n_classes 13 --dims 64
#echo "--RWTH gen--"
#python src/classify.py --train_mode gen --imagenet_weights -sm --dset1 /mnt/sda2/datasets/static-sl/rwth/ --dset2 /mnt/sda2/datasets/generated/ReACGAN-ADC-DiffAug-train-2022_09_02_12_25_29/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/gen/RWTH-ReACGAN/ --num_workers 4 --epochs 100 --n_classes 39 --dims 64
#echo "--RWTH gen--"
#python src/classify.py --train_mode gen --imagenet_weights --dset1 /mnt/sda2/datasets/static-sl/rwth/ --dset2 /mnt/sda2/datasets/generated/RWTH-SPADE-hagridmodel-train-2023_06_09_14_37_21/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/gen/RWTH-SPADE-hagridmodel/ --num_workers 4 --epochs 100 --n_classes 39 --dims 64
#echo "--RWTH mixgen--"
#python src/classify.py --train_mode mixgen --imagenet_weights --dset1 /mnt/sda2/datasets/static-sl/rwth/ --dset2 /mnt/sda2/datasets/generated/RWTH-SPADE-hagridmodel-train-2023_06_09_14_37_21/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/mixgen/RWTH-SPADE-hagridmodel/ --num_workers 4 --epochs 100 --n_classes 39 --dims 64 --reg_alpha 0. --reg_beta 0.04 --growth
#echo "--RWTH reggen--"
#python src/classify.py --train_mode reggen --imagenet_weights --dset1 /mnt/sda2/datasets/static-sl/rwth/ --dset2 /mnt/sda2/datasets/generated/RWTH-SPADE-hagridmodel-train-2023_06_09_14_37_21/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/regen/RWTH-SPADE-hagridmodel/ --num_workers 4 --epochs 100 --n_classes 39 --dims 64 --reg_alpha 0.5 --reg_beta 0.04
#echo "--Hagrid gen--"
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/static-sl/hagrid-complete/ --dset2 /mnt/sda2/datasets/generated/hagrid-complete-SPADE-train-2023_06_09_14_37_21/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/gen/hagrid-complete-SPADE/ --num_workers 4 --epochs 10 --n_classes 18 --dims 64
#echo "--Hagrid mixgen--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/static-sl/hagrid-complete/ --dset2 /mnt/sda2/datasets/generated/hagrid-complete-SPADE-train-2023_06_09_14_37_21/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/mixgen/hagrid-complete-SPADE/ --num_workers 4 --epochs 10 --n_classes 18 --dims 64 --reg_alpha 0. --reg_beta 0.04 --growth
#echo "--Hagrid reggen--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/static-sl/hagrid-complete/ --dset2 /mnt/sda2/datasets/generated/hagrid-complete-SPADE-train-2023_06_09_14_37_21/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/regen/hagrid-complete-SPADE/ --num_workers 4 --epochs 10 --n_classes 18 --dims 64 --reg_alpha 0.5 --reg_beta 0.04
#echo "--RWTH-small gen--"
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/static-sl/rwth-small/ --dset2 /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03 --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/gen/RWTH-small-SPADE/ --num_workers 4 --epochs 150 --n_classes 13 --dims 64
#echo "--RWTH-small mixgen--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/static-sl/rwth-small/ --dset2 /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03 --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/mixgen/RWTH-small-SPADE/ --num_workers 4 --epochs 150 --n_classes 13 --dims 64 --reg_alpha 0. --reg_beta 0.04 --growth
#echo "--RWTH-small reggen--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/static-sl/rwth-small/ --dset2 /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03 --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/regen/RWTH-small-SPADE/ --num_workers 4 --epochs 150 --n_classes 13 --dims 64 --reg_alpha 0.5 --reg_beta 0.04
#echo "--RWTH gen--"
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/static-sl/rwth/ --dset2 /mnt/sda2/old_home/grios/classifier_results/real/rwth/RWTH-ReACGAN-ADC-DiffAug-train-2022_09_20_22_26_52/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/gen/RWTH-ReACGAN-ADC-DiffAug/ --num_workers 4 --epochs 100 --n_classes 39 --dims 64
#echo "--RWTH mixgen--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/static-sl/rwth/ --dset2 /mnt/sda2/old_home/grios/classifier_results/real/rwth/RWTH-ReACGAN-ADC-DiffAug-train-2022_09_20_22_26_52/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/mixgen/RWTH-ReACGAN-ADC-DiffAug/ --num_workers 4 --epochs 100 --n_classes 39 --dims 64 --reg_alpha 0. --reg_beta 0.04 --growth
#echo "--RWTH reggen--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/static-sl/rwth/ --dset2 /mnt/sda2/old_home/grios/classifier_results/real/rwth/RWTH-ReACGAN-ADC-DiffAug-train-2022_09_20_22_26_52/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/regen/RWTH-ReACGAN-ADC-DiffAug/ --num_workers 4 --epochs 100 --n_classes 39 --dims 64 --reg_alpha 0.5 --reg_beta 0.04
#echo "--Hagrid topk gen--"
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 /mnt/sda2/old_home/grios/classifier_results/real/hagrid-complete/hagrid-complete-ReACGAN-ADC-DiffAug-train-2022_10_28_03_00_38/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/gen/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 10 --n_classes 18 --dims 64
#echo "--Hagrid topk mixgen--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 /mnt/sda2/old_home/grios/classifier_results/real/hagrid-complete/hagrid-complete-ReACGAN-ADC-DiffAug-train-2022_10_28_03_00_38/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/mixgen/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 10 --n_classes 18 --dims 64 --reg_alpha 0. --reg_beta 0.04 --growth
#echo "--Hagrid topk reggen--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 /mnt/sda2/old_home/grios/classifier_results/real/hagrid-complete/hagrid-complete-ReACGAN-ADC-DiffAug-train-2022_10_28_03_00_38/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/regen/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 10 --n_classes 18 --dims 64 --reg_alpha 0.5 --reg_beta 0.04
#echo "--RWTH-small gen--"
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 /mnt/sda2/old_home/grios/classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/gen/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 150 --n_classes 13 --dims 64
#echo "--RWTH-small mixgen--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 /mnt/sda2/old_home/grios/classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/mixgen/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 150 --n_classes 13 --dims 64 --reg_alpha 0. --reg_beta 0.04 --growth
#echo "--RWTH-small reggen--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 /mnt/sda2/old_home/grios/classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/regen/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 150 --n_classes 13 --dims 64 --reg_alpha 0.5 --reg_beta 0.04
# Train with top k samples
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save ./classifier_results/gen/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save ./classifier_results/mixgen/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save ./classifier_results/regen/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64
# Train classifier with top k samples and test reg alpha beta
#echo "--real training--"
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/static-sl/rwth-small/ --batch_size 128 -save /mnt/sda2/models/TDG/classifier_results/real/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64
#echo "--train classifier decay alpha 1 beta 0.04--"
#echo "--mixup decay alpha 1 beta 0.04--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/mixgen-d-a1-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-d-a1-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 1. --reg_beta 0.04
#echo "--reggen decay alpha 1 beta 0.04--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/reggen-d-a1-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-d-a1-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 1. --reg_beta 0.04
#echo "--train classifier growth alpha 0 beta 0.04--"
#echo "--mixup growth alpha 0 beta 0.04--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/mixgen-g-0-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-g-0-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 0. --reg_beta 0.04 --growth
#echo "--mixup growth alpha 0 beta 0.01--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/mixgen-g-0-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-g-0-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 0. --reg_beta 0.1 --growth
#echo "--reggen growth alpha 0 beta 0.04--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/reggen-g-0-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-g-0-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 0. --reg_beta 0.04 --growth
#echo "--train classifier decay alpha 0.5 beta 0.04--"
#echo "--mixup decay alpha 0.5 beta 0.04--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/mixgen-d-5-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-d-5-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 0.5 --reg_beta 0.04
#echo "--reggen decay alpha 0.5 beta 0.04--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/reggen-d-5-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-d-5-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 0.5 --reg_beta 0.04
#echo "--reggen decay alpha 0.25 beta 0.04--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/reggen-d-5-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-d-5-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 0.25 --reg_beta 0.04
#echo "--reggen decay alpha 0.5 beta 0.1--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/reggen-d-5-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-d-5-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 0.5 --reg_beta 0.1
#echo "--train classifier growth alpha 0.5 beta 0.04--"
#echo "--mixup growth alpha 0.5 beta 0.04--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/mixgen-g-5-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-g-5-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 0.5 --reg_beta 0.04 --growth
#echo "--mixup growth alpha 0.5 beta 0.04--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 128 -save /mnt/sda2/old_home/grios/classifier_results/reggen-g-5-b04/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond-g-5-b04/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --reg_alpha 0.5 --reg_beta 0.04 --growth
#Train reduced
#echo "--hagrid 100--"
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/hagrid-complete/ --batch_size 10 -save ./classifier_results/real-100/hagrid-complete/ -sm --num_workers 4 --epochs 50 --n_classes 18 --dims 64 --dset_used 100 --val_size 0.025
#echo "--hagrid 200--"
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/hagrid-complete/ --batch_size 10 -save ./classifier_results/real-200/hagrid-complete/ -sm --num_workers 4 --epochs 50 --n_classes 18 --dims 64 --dset_used 200 --val_size 0.025
#echo "--hagrid 400--"
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/hagrid-complete/ --batch_size 10 -save ./classifier_results/real-400/hagrid-complete/ -sm --num_workers 4 --epochs 100 --n_classes 18 --dims 64 --dset_used 400 --val_size 0.025
#echo "--gen hagrid 100--"
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/gen-100/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 100
#echo "--gen hagrid 200--"
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/gen-200/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 200
#echo "--gen hagrid 400--"
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/gen-400/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 400
#echo "--mixgen hagrid 100--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/mixgen-100/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 100
#echo "--mixgen hagrid 200--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/mixgen-200/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 200
#echo "--mixgen hagrid 400--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/mixgen-400/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 400
#echo "--reggen hagrid 100--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/regen-100/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 100
#echo "--reggen hagrid 200--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/regen-200/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 200
#echo "--reggen hagrid 400--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/hagrid-complete/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/regen-400/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 400
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/rwth-small/ --batch_size 10 -save ./classifier_results/real-100/rwth-small/ -sm --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 100
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/rwth-small/ --batch_size 10 -save ./classifier_results/real-50/rwth-small/ -sm --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 50
#python src/classify.py --train_mode real --dset1 /mnt/sda2/datasets/rwth-small/ --batch_size 10 -save ./classifier_results/real-20/rwth-small/ -sm --num_workers 4 --epochs 100 --n_classes 13 --dims 64 --dset_used 20
#echo "--gen rwth 100/50/20--"
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/gen-100/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64 --dset_used 100
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/gen-50/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64 --dset_used 50
#python src/classify.py --train_mode gen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/gen-20/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64 --dset_used 20
#echo "--mixgen rwth 100/50/20--"
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/mixgen-100/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64 --dset_used 100
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/mixgen-50/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64 --dset_used 50
#python src/classify.py --train_mode mixgen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/mixgen-20/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64 --dset_used 20
#echo "--reggen rwth 100/50/20--"
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/regen-100/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64 --dset_used 100
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/regen-50/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64 --dset_used 50
#python src/classify.py --train_mode reggen --dset1 /mnt/sda2/datasets/rwth-small/ --dset2 ./classifier_results/real/rwth-small/rwth-small-ReACGAN-ADC-DiffAug-highcond/ --batch_size 10 -save ./classifier_results/regen-20/topk-rwth-small-ReACGAN-ADC-DiffAug-highcond/ --num_workers 4 --epochs 50 --n_classes 13 --dims 64 --dset_used 20
# Confusion matrix
#python src/classify.py -cm -lm /mnt/sda2/models/TDG/classifier_results/real/rwth/model_state_dict.pt --dset1 /mnt/sda2/datasets/static-sl/rwth/ -save /mnt/sda2/models/TDG/classifier_results/real/rwth/ --batch_size 128 --num_workers 4 --n_classes 39 --dims 64
#echo "--Confusion matrix real--"
#python src/classify.py -cm -lm /mnt/sda2/models/TDG/classifier_results/real/rwth/model_state_dict.pt --dset1 /mnt/sda2/datasets/static-sl/rwth/ -save /mnt/sda2/models/TDG/classifier_results/real/rwth/ --batch_size 128 --num_workers 4 --n_classes 39 --dims 64
#echo "--Confusion matrix generated--"
#python src/classify.py -cm -lm /mnt/sda2/models/TDG/classifier_results/gen/RWTH-ReACGAN/model_state_dict.pt --dset1 /mnt/sda2/datasets/static-sl/rwth/ -save /mnt/sda2/models/TDG/classifier_results/gen/RWTH-ReACGAN/ --batch_size 128 --num_workers 4 --n_classes 39 --dims 64
# Class accuracy
#echo "--Class accuracy real--"
#python src/classify.py --class_accuracy -lm ./classifier_results/real/rwth/model_state_dict.pt --dset1 /mnt/sda2/datasets/static-sl/rwth/ -save /mnt/sda2/models/TDG/classifier_results/real/rwth/ --batch_size 128 --num_workers 4 --n_classes 39 --dims 64
#echo "--Class accuracy generated--"
#python src/classify.py --class_accuracy -lm /mnt/sda2/models/TDG/classifier_results/gen/RWTH-ReACGAN/model_state_dict.pt --dset1 /mnt/sda2/datasets/static-sl/rwth/ -save /mnt/sda2/models/TDG/classifier_results/gen/RWTH-ReACGAN/ --batch_size 128 --num_workers 4 --n_classes 39 --dims 64
#mkdir -p /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/0/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/0/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/35/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/1/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/6/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/2/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/16/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/3/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/8/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/4/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/34/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/5/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/5/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/6/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/26/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/7/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/10/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/8/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/23/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/9/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/2/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/10/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/1/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/11/
#cp -r /mnt/sda2/datasets/generated/rwth-SPADE-train-2022_06_27_16_44_03/train/7/ /mnt/sda2/datasets/generated/rwth-small-SPADE-train-2022_06_27_16_44_03/train/12/