ContraGAN-DiffAug.yaml

DATA:
  name: "CIFAR10"
  img_size: 32
  num_classes: 10
MODEL:
  backbone: "big_resnet"
  g_cond_mtd: "cBN"
  d_cond_mtd: "2C"
  normalize_d_embed: True
  d_embed_dim: 512
  apply_g_sn: True
  apply_d_sn: True
  apply_attn: True
  attn_g_loc: [2]
  attn_d_loc: [1]
  z_dim: 80
  g_shared_dim: 128
  g_conv_dim: 96
  d_conv_dim: 96
  apply_g_ema: True
  g_ema_decay: 0.9999
  g_ema_start: 1000
LOSS:
  adv_loss: "hinge"
  cond_lambda: 1.0
  temperature: 1.0
OPTIMIZATION:
  total_steps: 200000
AUG:
  apply_diffaug: True
  diffaug_type: "diffaug"