| defaults: |
| - default_config |
| - _self_ |
| exp_dir: ./data/exps/base/ |
| training_loop_ImplicitronTrainingLoop_args: |
| visdom_port: 8097 |
| visualize_interval: 0 |
| max_epochs: 1000 |
| data_source_ImplicitronDataSource_args: |
| data_loader_map_provider_class_type: SequenceDataLoaderMapProvider |
| dataset_map_provider_class_type: JsonIndexDatasetMapProvider |
| data_loader_map_provider_SequenceDataLoaderMapProvider_args: |
| dataset_length_train: 1000 |
| dataset_length_val: 1 |
| num_workers: 8 |
| dataset_map_provider_JsonIndexDatasetMapProvider_args: |
| dataset_root: ${oc.env:CO3D_DATASET_ROOT} |
| n_frames_per_sequence: -1 |
| test_on_train: true |
| test_restrict_sequence_id: 0 |
| dataset_JsonIndexDataset_args: |
| load_point_clouds: false |
| mask_depths: false |
| mask_images: false |
| model_factory_ImplicitronModelFactory_args: |
| model_GenericModel_args: |
| loss_weights: |
| loss_mask_bce: 1.0 |
| loss_prev_stage_mask_bce: 1.0 |
| loss_autodecoder_norm: 0.01 |
| loss_rgb_mse: 1.0 |
| loss_prev_stage_rgb_mse: 1.0 |
| output_rasterized_mc: false |
| chunk_size_grid: 102400 |
| render_image_height: 400 |
| render_image_width: 400 |
| num_passes: 2 |
| implicit_function_NeuralRadianceFieldImplicitFunction_args: |
| n_harmonic_functions_xyz: 10 |
| n_harmonic_functions_dir: 4 |
| n_hidden_neurons_xyz: 256 |
| n_hidden_neurons_dir: 128 |
| n_layers_xyz: 8 |
| append_xyz: |
| - 5 |
| raysampler_AdaptiveRaySampler_args: |
| n_rays_per_image_sampled_from_mask: 1024 |
| scene_extent: 8.0 |
| n_pts_per_ray_training: 64 |
| n_pts_per_ray_evaluation: 64 |
| stratified_point_sampling_training: true |
| stratified_point_sampling_evaluation: false |
| renderer_MultiPassEmissionAbsorptionRenderer_args: |
| n_pts_per_ray_fine_training: 64 |
| n_pts_per_ray_fine_evaluation: 64 |
| append_coarse_samples_to_fine: true |
| density_noise_std_train: 1.0 |
| view_pooler_args: |
| view_sampler_args: |
| masked_sampling: false |
| image_feature_extractor_ResNetFeatureExtractor_args: |
| stages: |
| - 1 |
| - 2 |
| - 3 |
| - 4 |
| proj_dim: 16 |
| image_rescale: 0.32 |
| first_max_pool: false |
| optimizer_factory_ImplicitronOptimizerFactory_args: |
| breed: Adam |
| weight_decay: 0.0 |
| lr_policy: MultiStepLR |
| multistep_lr_milestones: [] |
| lr: 0.0005 |
| gamma: 0.1 |
| momentum: 0.9 |
| betas: |
| - 0.9 |
| - 0.999 |
|
|
