File size: 973 Bytes
3ce19a2 | 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 | DATA:
name: "ImageNet"
img_size: 128
num_classes: 1000
MODEL:
backbone: "stylegan2"
g_cond_mtd: "cAdaIN"
d_cond_mtd: "D2DCE"
normalize_d_embed: True
d_embed_dim: 2048
g_act_fn: "Auto"
d_act_fn: "Auto"
z_prior: "gaussian"
z_dim: 512
w_dim: 512
g_conv_dim: "N/A"
d_conv_dim: "N/A"
apply_g_ema: True
LOSS:
adv_loss: "logistic"
apply_r1_reg: True
r1_lambda: 0.2048
r1_place: "outside_loop"
cond_lambda: 0.5
m_p: 0.90
temperature: 0.25
OPTIMIZATION:
# These values will be slightly changed if lazy regularization is applied.
batch_size: 256
acml_steps: 1
g_lr: 0.0025
d_lr: 0.0025
beta1: 0
beta2: 0.99
d_first: False
g_updates_per_step: 1
d_updates_per_step: 1
total_steps: 200000
STYLEGAN:
g_reg_interval: 4
d_reg_interval: 16
mapping_network: 2
style_mixing_p: 0.9
g_ema_kimg: 20
g_ema_rampup: "N/A"
apply_pl_reg: True
pl_weight: 2
d_architecture: "resnet"
d_epilogue_mbstd_group_size: 8
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