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voxel_grid_implicit_function

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Reviewed By: shapovalov

Differential Revision: D40622304

fbshipit-source-id: 277515a55c46d9b8300058b439526539a7fe00a0
This commit is contained in:
Jeremy Reizenstein
2022-10-23 05:36:34 -07:00
committed by Facebook GitHub Bot
parent 611aba9a20
commit 74754bbf17
4 changed files with 1008 additions and 0 deletions
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162
projects/implicitron_trainer/tests/experiment.yaml
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@@ -394,6 +394,168 @@ model_factory_ImplicitronModelFactory_args:
in_features: 256
out_features: 3
ray_dir_in_camera_coords: false
implicit_function_VoxelGridImplicitFunction_args:
harmonic_embedder_xyz_density_args:
n_harmonic_functions: 6
omega_0: 1.0
logspace: true
append_input: true
harmonic_embedder_xyz_color_args:
n_harmonic_functions: 6
omega_0: 1.0
logspace: true
append_input: true
harmonic_embedder_dir_color_args:
n_harmonic_functions: 6
omega_0: 1.0
logspace: true
append_input: true
decoder_density_class_type: MLPDecoder
decoder_color_class_type: MLPDecoder
use_multiple_streams: true
xyz_ray_dir_in_camera_coords: false
scaffold_calculating_epochs: []
scaffold_resolution:
- 128
- 128
- 128
scaffold_empty_space_threshold: 0.001
scaffold_occupancy_chunk_size: 'inf'
scaffold_max_pool_kernel_size: 3
scaffold_filter_points: true
volume_cropping_epochs: []
voxel_grid_density_args:
voxel_grid_class_type: FullResolutionVoxelGrid
extents:
- 2.0
- 2.0
- 2.0
translation:
- 0.0
- 0.0
- 0.0
init_std: 0.1
init_mean: 0.0
hold_voxel_grid_as_parameters: true
param_groups: {}
voxel_grid_CPFactorizedVoxelGrid_args:
align_corners: true
padding: zeros
mode: bilinear
n_features: 1
resolution_changes:
0:
- 128
- 128
- 128
n_components: 24
basis_matrix: true
voxel_grid_FullResolutionVoxelGrid_args:
align_corners: true
padding: zeros
mode: bilinear
n_features: 1
resolution_changes:
0:
- 128
- 128
- 128
voxel_grid_VMFactorizedVoxelGrid_args:
align_corners: true
padding: zeros
mode: bilinear
n_features: 1
resolution_changes:
0:
- 128
- 128
- 128
n_components: null
distribution_of_components: null
basis_matrix: true
voxel_grid_color_args:
voxel_grid_class_type: FullResolutionVoxelGrid
extents:
- 2.0
- 2.0
- 2.0
translation:
- 0.0
- 0.0
- 0.0
init_std: 0.1
init_mean: 0.0
hold_voxel_grid_as_parameters: true
param_groups: {}
voxel_grid_CPFactorizedVoxelGrid_args:
align_corners: true
padding: zeros
mode: bilinear
n_features: 1
resolution_changes:
0:
- 128
- 128
- 128
n_components: 24
basis_matrix: true
voxel_grid_FullResolutionVoxelGrid_args:
align_corners: true
padding: zeros
mode: bilinear
n_features: 1
resolution_changes:
0:
- 128
- 128
- 128
voxel_grid_VMFactorizedVoxelGrid_args:
align_corners: true
padding: zeros
mode: bilinear
n_features: 1
resolution_changes:
0:
- 128
- 128
- 128
n_components: null
distribution_of_components: null
basis_matrix: true
decoder_density_ElementwiseDecoder_args:
scale: 1.0
shift: 0.0
operation: IDENTITY
decoder_density_MLPDecoder_args:
param_groups: {}
network_args:
n_layers: 8
output_dim: 256
skip_dim: 39
hidden_dim: 256
input_skips:
- 5
skip_affine_trans: false
last_layer_bias_init: null
last_activation: RELU
use_xavier_init: true
decoder_color_ElementwiseDecoder_args:
scale: 1.0
shift: 0.0
operation: IDENTITY
decoder_color_MLPDecoder_args:
param_groups: {}
network_args:
n_layers: 8
output_dim: 256
skip_dim: 39
hidden_dim: 256
input_skips:
- 5
skip_affine_trans: false
last_layer_bias_init: null
last_activation: RELU
use_xavier_init: true
view_metrics_ViewMetrics_args: {}
regularization_metrics_RegularizationMetrics_args: {}
optimizer_factory_ImplicitronOptimizerFactory_args: