| log_vars: | |
| - loss_rgb_psnr_fg | |
| - loss_rgb_psnr | |
| - loss_rgb_mse | |
| - loss_rgb_huber | |
| - loss_depth_abs | |
| - loss_depth_abs_fg | |
| - loss_mask_neg_iou | |
| - loss_mask_bce | |
| - loss_mask_beta_prior | |
| - loss_eikonal | |
| - loss_density_tv | |
| - loss_depth_neg_penalty | |
| - loss_autodecoder_norm | |
| - loss_prev_stage_rgb_mse | |
| - loss_prev_stage_rgb_psnr_fg | |
| - loss_prev_stage_rgb_psnr | |
| - loss_prev_stage_mask_bce | |
| - objective | |
| - epoch | |
| - sec/it | |
| mask_images: true | |
| mask_depths: true | |
| render_image_width: 400 | |
| render_image_height: 400 | |
| mask_threshold: 0.5 | |
| output_rasterized_mc: false | |
| bg_color: | |
| - 0.0 | |
| - 0.0 | |
| - 0.0 | |
| num_passes: 1 | |
| chunk_size_grid: 4096 | |
| render_features_dimensions: 3 | |
| tqdm_trigger_threshold: 16 | |
| n_train_target_views: 1 | |
| sampling_mode_training: mask_sample | |
| sampling_mode_evaluation: full_grid | |
| global_encoder_class_type: SequenceAutodecoder | |
| raysampler_class_type: AdaptiveRaySampler | |
| renderer_class_type: LSTMRenderer | |
| image_feature_extractor_class_type: ResNetFeatureExtractor | |
| view_pooler_enabled: true | |
| implicit_function_class_type: IdrFeatureField | |
| view_metrics_class_type: ViewMetrics | |
| regularization_metrics_class_type: RegularizationMetrics | |
| loss_weights: | |
| loss_rgb_mse: 1.0 | |
| loss_prev_stage_rgb_mse: 1.0 | |
| loss_mask_bce: 0.0 | |
| loss_prev_stage_mask_bce: 0.0 | |
| global_encoder_SequenceAutodecoder_args: | |
| autodecoder_args: | |
| encoding_dim: 0 | |
| n_instances: 1 | |
| init_scale: 1.0 | |
| ignore_input: false | |
| raysampler_AdaptiveRaySampler_args: | |
| n_pts_per_ray_training: 64 | |
| n_pts_per_ray_evaluation: 64 | |
| n_rays_per_image_sampled_from_mask: 1024 | |
| n_rays_total_training: null | |
| stratified_point_sampling_training: true | |
| stratified_point_sampling_evaluation: false | |
| cast_ray_bundle_as_cone: false | |
| scene_extent: 8.0 | |
| scene_center: | |
| - 0.0 | |
| - 0.0 | |
| - 0.0 | |
| renderer_LSTMRenderer_args: | |
| num_raymarch_steps: 10 | |
| init_depth: 17.0 | |
| init_depth_noise_std: 0.0005 | |
| hidden_size: 16 | |
| n_feature_channels: 256 | |
| bg_color: null | |
| verbose: false | |
| image_feature_extractor_ResNetFeatureExtractor_args: | |
| name: resnet34 | |
| pretrained: true | |
| stages: | |
| - 1 | |
| - 2 | |
| - 3 | |
| - 4 | |
| normalize_image: true | |
| image_rescale: 0.16 | |
| first_max_pool: true | |
| proj_dim: 32 | |
| l2_norm: true | |
| add_masks: true | |
| add_images: true | |
| global_average_pool: false | |
| feature_rescale: 1.0 | |
| view_pooler_args: | |
| feature_aggregator_class_type: AngleWeightedIdentityFeatureAggregator | |
| view_sampler_args: | |
| masked_sampling: false | |
| sampling_mode: bilinear | |
| feature_aggregator_AngleWeightedIdentityFeatureAggregator_args: | |
| exclude_target_view: true | |
| exclude_target_view_mask_features: true | |
| concatenate_output: true | |
| weight_by_ray_angle_gamma: 1.0 | |
| min_ray_angle_weight: 0.1 | |
| implicit_function_IdrFeatureField_args: | |
| d_in: 3 | |
| d_out: 1 | |
| dims: | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| - 512 | |
| geometric_init: true | |
| bias: 1.0 | |
| skip_in: [] | |
| weight_norm: true | |
| n_harmonic_functions_xyz: 1729 | |
| pooled_feature_dim: 0 | |
| view_metrics_ViewMetrics_args: {} | |
| regularization_metrics_RegularizationMetrics_args: {} | |