File size: 602 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 | DATA:
name: "ImageNet"
img_size: 128
num_classes: 1000
MODEL:
backbone: "big_resnet"
g_cond_mtd: "cBN"
d_cond_mtd: "2C"
normalize_d_embed: True
d_embed_dim: 1536
apply_g_sn: True
apply_d_sn: True
apply_attn: True
attn_g_loc: [4]
attn_d_loc: [1]
z_dim: 120
g_shared_dim: 128
g_conv_dim: 96
d_conv_dim: 96
apply_g_ema: True
g_ema_decay: 0.9999
g_ema_start: 20000
LOSS:
adv_loss: "hinge"
cond_lambda: 1.0
temperature: 1.0
OPTIMIZATION:
batch_size: 256
g_lr: 0.00005
d_lr: 0.0002
beta1: 0.0
beta2: 0.999
d_updates_per_step: 2
total_steps: 200000
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