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https://github.com/facebookresearch/pytorch3d.git
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e767c4b548
Summary: This converts raysamplers to ReplaceableBase so that users can hack their own raysampling impls. Context: Andrea tried to implement TensoRF within implicitron but could not due to the need to implement his own raysampler. Reviewed By: shapovalov Differential Revision: D36016318 fbshipit-source-id: ef746f3365282bdfa9c15f7b371090a5aae7f8da
64 lines
1.4 KiB
YAML
64 lines
1.4 KiB
YAML
defaults:
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- repro_multiseq_base.yaml
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- _self_
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generic_model_args:
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loss_weights:
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loss_mask_bce: 100.0
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loss_kl: 0.0
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loss_rgb_mse: 1.0
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loss_eikonal: 0.1
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chunk_size_grid: 65536
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num_passes: 1
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output_rasterized_mc: true
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sampling_mode_training: mask_sample
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sequence_autodecoder_args:
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n_instances: 20000
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init_scale: 1.0
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encoding_dim: 256
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implicit_function_IdrFeatureField_args:
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n_harmonic_functions_xyz: 6
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bias: 0.6
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d_in: 3
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d_out: 1
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dims:
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- 512
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- 512
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- 512
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- 512
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- 512
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- 512
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- 512
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- 512
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geometric_init: true
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pooled_feature_dim: 0
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skip_in:
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- 6
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weight_norm: true
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renderer_SignedDistanceFunctionRenderer_args:
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ray_tracer_args:
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line_search_step: 0.5
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line_step_iters: 3
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n_secant_steps: 8
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n_steps: 100
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object_bounding_sphere: 8.0
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sdf_threshold: 5.0e-05
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ray_normal_coloring_network_args:
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d_in: 9
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d_out: 3
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dims:
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- 512
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- 512
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- 512
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- 512
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mode: idr
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n_harmonic_functions_dir: 4
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pooled_feature_dim: 0
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weight_norm: true
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raysampler_AdaptiveRaySampler_args:
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n_rays_per_image_sampled_from_mask: 1024
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n_pts_per_ray_training: 0
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n_pts_per_ray_evaluation: 0
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scene_extent: 8.0
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renderer_class_type: SignedDistanceFunctionRenderer
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implicit_function_class_type: IdrFeatureField
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