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| _parent_: options/base.yaml | |
| gpu_ids: '0' | |
| ## config for wandb | |
| project: 'sat2pano' | |
| Group: 'craft_feature' | |
| model: craft_feature # model/craft_feature | |
| arch: | |
| gen: ## config for generator | |
| netG: imaginaire.generators.craft_2stage_add_style | |
| weight_norm_type: spectral | |
| activation_norm_type: instance | |
| padding_mode: reflect | |
| transform_mode: volum_rendering | |
| feature_model: | |
| style_inject: histo # use histogram to inject illumination, chose list [histo, perspective] | |
| cat_PE: | |
| cat_opa: true | |
| cat_depth: true | |
| depth_arch: # Density Net | |
| name: depth | |
| num_filters: 32 | |
| num_downsamples: 4 | |
| num_res_blocks: 6 | |
| output_nc: 64 | |
| render_arch: # Render Net | |
| name: render | |
| num_filters: 64 | |
| num_downsamples: 4 | |
| num_res_blocks: 9 | |
| output_nc: 3 | |
| style_enc_cfg: # style injection | |
| input_image_channels: 3 | |
| num_filters: 256 | |
| kernel_size: 3 | |
| style_dims: 128 | |
| interm_style_dims: 256 | |
| hidden_channel: 256 | |
| weight_norm_type: spectral | |
| dis: # discriminator | |
| netD: imaginaire.discriminators.multires_patch_pano | |
| num_filters: 64 | |
| max_num_filters: 512 | |
| num_discriminators: 3 | |
| num_layers: 3 | |
| weight_norm_type: spectral | |
| activation_norm_type: instance | |
| data: # data options | |
| dataset: CVACT_Shi # dataset name | |
| root: ./dataset/CVACT/ | |
| sat_size: [256,256] | |
| pano_size: [512, 128] | |
| sample_number: 100 # points per ray | |
| max_height: 8 # pre-defined density space in height axis | |
| sky_mask: true | |
| histo_mode: rgb | |
| # val: | |
| # sub: 500 | |
| optim: | |
| lr_gen: 0.00005 | |
| lr_dis: 0.00005 | |
| gan_mode: non_saturated #'hinge', 'least_square', 'non_saturated', 'wasserstein' | |
| loss_weight: | |
| L1: 1 | |
| L2: 10 | |
| GaussianKL: 0.1 | |
| feature_matching: 10.0 | |
| Perceptual: 10 | |
| sky_inner: 1 | |
| GAN: 1 | |
| lr_policy: | |
| iteration_mode: False # iteration or epoch | |
| type: step | |
| step_size: 45 | |
| gamma: 0.1 | |
| ground_prior: true | |
| ######## for test, if only style, will random choice one style for save dir | |
| only_style: | |
| only_img: | |
| save_dir: |