| model: | |
| base_learning_rate: 4.5e-6 | |
| target: swim.models.autoencoder.AutoencoderKL | |
| params: | |
| monitor: "val/rec_loss" | |
| embed_dim: 4 | |
| lossconfig: | |
| target: swim.modules.losses.LPIPSWithDiscriminator | |
| params: | |
| disc_start: 50001 | |
| kl_weight: 0.000001 | |
| disc_weight: 0.5 | |
| ddconfig: | |
| double_z: True | |
| z_channels: 4 | |
| resolution: 512 | |
| in_channels: 3 | |
| out_ch: 3 | |
| ch: 128 | |
| ch_mult: [1, 2, 4, 4] # num_down = len(ch_mult)-1 | |
| num_res_blocks: 2 | |
| attn_resolutions: [] | |
| dropout: 0.0 | |