rtm-latent-refinement-cifar10-unknownparams / code /studiogan /src /configs /Baby_ImageNet /ReACGAN.yaml
| DATA: | |
| name: "Baby_ImageNet" | |
| img_size: 64 | |
| num_classes: 100 | |
| MODEL: | |
| backbone: "big_resnet" | |
| g_cond_mtd: "cBN" | |
| d_cond_mtd: "D2DCE" | |
| normalize_d_embed: True | |
| d_embed_dim: 768 | |
| 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" | |
| cond_lambda: 0.75 | |
| m_p: 1.0 | |
| temperature: 0.75 | |
| OPTIMIZATION: | |
| batch_size: 1024 | |
| g_lr: 0.0001 | |
| d_lr: 0.0004 | |
| beta1: 0.0 | |
| beta2: 0.999 | |
| d_updates_per_step: 1 | |