BigGAN-Mod-ICR.yaml

DATA:
  name: "Tiny_ImageNet"
  img_size: 64
  num_classes: 200
MODEL:
  backbone: "big_resnet"
  g_cond_mtd: "cBN"
  d_cond_mtd: "PD"
  apply_g_sn: True
  apply_d_sn: True
  apply_attn: True
  attn_g_loc: [3]
  attn_d_loc: [1]
  z_dim: 100
  g_shared_dim: 128
  g_conv_dim: 80
  d_conv_dim: 80
  apply_g_ema: True
  g_ema_decay: 0.9999
  g_ema_start: 20000
LOSS:
  adv_loss: "hinge"
  apply_bcr: True
  real_lambda: 10.0
  fake_lambda: 10.0
  apply_zcr: True
  radius: 0.05
  g_lambda: 0.5
  d_lambda: 20.0
OPTIMIZATION:
  batch_size: 1024
  g_lr: 0.0001
  d_lr: 0.0004
  beta1: 0.0
  beta2: 0.999
  d_updates_per_step: 1
AUG:
  bcr_aug_type: "bcr"