File size: 899 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 | DATA:
name: "ImageNet"
img_size: 128
num_classes: 1000
MODEL:
backbone: "stylegan3"
g_cond_mtd: "cAdaIN"
d_cond_mtd: "SPD"
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: 0.5
r1_place: "outside_loop"
OPTIMIZATION:
# These values will be slightly changed if lazy regularization is applied.
batch_size: 256
acml_steps: 1
g_lr: 0.0025
d_lr: 0.002
beta1: 0
beta2: 0.99
d_first: False
g_updates_per_step: 1
d_updates_per_step: 1
total_steps: 200000
STYLEGAN:
stylegan3_cfg: "stylegan3-t"
g_reg_interval: 1
d_reg_interval: 16
mapping_network: 2
style_mixing_p: 0
g_ema_kimg: 10
g_ema_rampup: 0.05
apply_pl_reg: False
pl_weight: 0
d_architecture: "resnet"
d_epilogue_mbstd_group_size: 4
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