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Both sides previous revision Previous revision Next revision | Previous revision | ||
cs501r_f2018:lab8 [2018/10/29 22:20] shreeya [Hints and implementation notes:] |
cs501r_f2018:lab8 [2021/06/30 23:42] (current) |
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for p in disc_model.parameters(): | for p in disc_model.parameters(): | ||
p.requires_grad = True | p.requires_grad = True | ||
+ | | ||
+ | for p in gen_model.parameters(): | ||
+ | p.requires_grad = False | ||
| | ||
for n in range(critic_iters): | for n in range(critic_iters): | ||
Line 101: | Line 104: | ||
for p in disc_model.parameters(): | for p in disc_model.parameters(): | ||
p.requires_grad = False | p.requires_grad = False | ||
+ | | ||
+ | for p in gen_model.parameters(): | ||
+ | p.requires_grad = True | ||
| | ||
gen_optim.zero_grad() | gen_optim.zero_grad() | ||
Line 138: | Line 144: | ||
batch_size = 200 | batch_size = 200 | ||
- | batch_norm decay=0.9 | + | batch_norm_decay=0.9 |
- | batch_norm epsilon=1e-5 | + | batch_norm_epsilon=1e-5 |
</code> | </code> | ||
Line 148: | Line 154: | ||
!wget --load-cookies cookies.txt 'https://docs.google.com/uc?export=download&confirm='"$(wget --save-cookies cookies.txt --keep-session-cookies --no-check-certificate 'https://docs.google.com/uc?export=download&id=0B7EVK8r0v71pZjFTYXZWM3FlRnM' -O- | sed -rn 's/.*confirm=([0-9A-Za-z_]+).*/\1\n/p')"'&id=0B7EVK8r0v71pZjFTYXZWM3FlRnM' -O img_align_celeba.zip | !wget --load-cookies cookies.txt 'https://docs.google.com/uc?export=download&confirm='"$(wget --save-cookies cookies.txt --keep-session-cookies --no-check-certificate 'https://docs.google.com/uc?export=download&id=0B7EVK8r0v71pZjFTYXZWM3FlRnM' -O- | sed -rn 's/.*confirm=([0-9A-Za-z_]+).*/\1\n/p')"'&id=0B7EVK8r0v71pZjFTYXZWM3FlRnM' -O img_align_celeba.zip | ||
!unzip -q img_align_celeba | !unzip -q img_align_celeba | ||
+ | !mkdir test | ||
+ | !mv img_align_celeba test | ||
</code> | </code> | ||