configs/models/gsn_base_config.yaml [54:92]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
        alpha_noise_std: 0

        nerf_mlp_config:
          target: models.generator.NerfStyleGenerator
          params:
            n_layers: 8
            channels: 128
            out_channel: 128
            z_dim: ???  # defined by out_ch of the decoder
            omega_coord: 10
            omega_dir: 4
            skips: [4]

    texture_net_config:
      target: models.generator.RenderNet2d
      params:
        in_channel: 128
        in_res: ???  # set by generator nerf_out_res
        out_res: ???  # img_res
        mode: 'blur'
        deep: False

    loss_config:
      target: models.losses.GSNLoss
      params:
        disc_loss: 'logistic'
        concat_depth: True
        recon_weight: 1000
        r1_weight: 0.01
        d_reg_every: 16
        aug_policy: 'translation,color,cutout'

        discriminator_config:
          target: models.discriminator.StyleDiscriminator
          params:
            in_channel: ???  # depends on concat_depth
            in_res: ???
            ch_mul: 64
            ch_max: 512
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



configs/models/gsn_vizdoom_config.yaml [54:92]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
        alpha_noise_std: 0

        nerf_mlp_config:
          target: models.generator.NerfStyleGenerator
          params:
            n_layers: 8
            channels: 128
            out_channel: 128
            z_dim: ???  # defined by out_ch of the decoder
            omega_coord: 10
            omega_dir: 4
            skips: [4]

    texture_net_config:
      target: models.generator.RenderNet2d
      params:
        in_channel: 128
        in_res: ???  # set by generator nerf_out_res
        out_res: ???  # img_res
        mode: 'blur'
        deep: False

    loss_config:
      target: models.losses.GSNLoss
      params:
        disc_loss: 'logistic'
        concat_depth: True
        recon_weight: 1000
        r1_weight: 0.01
        d_reg_every: 16
        aug_policy: 'translation,color,cutout'

        discriminator_config:
          target: models.discriminator.StyleDiscriminator
          params:
            in_channel: ???  # depends on concat_depth
            in_res: ???
            ch_mul: 64
            ch_max: 512
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



