| DATA: | |
| name: "CIFAR100" | |
| img_size: 32 | |
| num_classes: 100 | |
| MODEL: | |
| backbone: "stylegan2" | |
| 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: 0.01 | |
| r1_place: "outside_loop" | |
| OPTIMIZATION: | |
| # These values will be slightly changed if lazy regularization is applied. | |
| g_lr: 0.0025 | |
| d_lr: 0.0025 | |
| beta1: 0 | |
| beta2: 0.99 | |
| d_first: False | |
| g_updates_per_step: 1 | |
| d_updates_per_step: 1 | |
| total_steps: 1000000 | |
| AUG: | |
| apply_diffaug: True | |
| diffaug_type: "diffaug" | |
| STYLEGAN: | |
| g_reg_interval: 4 | |
| d_reg_interval: 16 | |
| mapping_network: 2 | |
| style_mixing_p: 0 | |
| g_ema_kimg: 500 | |
| g_ema_rampup: 0.05 | |
| apply_pl_reg: False | |
| pl_weight: 0 | |
| d_architecture: "orig" | |
| d_epilogue_mbstd_group_size: 32 | |