Field Modules

TODO: High level description of field modules and how they connect together.

• Encodings
  • Encoding
    • Encoding.forward()
    • Encoding.get_tcnn_encoding_config()
  • FFEncoding
    • FFEncoding.forward()
    • FFEncoding.get_out_dim()
  • HashEncoding
    • HashEncoding.build_nn_modules()
    • HashEncoding.forward()
    • HashEncoding.get_out_dim()
    • HashEncoding.get_tcnn_encoding_config()
    • HashEncoding.hash_fn()
    • HashEncoding.pytorch_fwd()
  • Identity
    • Identity.forward()
    • Identity.get_out_dim()
  • KPlanesEncoding
    • KPlanesEncoding.forward()
    • KPlanesEncoding.get_out_dim()
  • NeRFEncoding
    • NeRFEncoding.forward()
    • NeRFEncoding.get_out_dim()
    • NeRFEncoding.get_tcnn_encoding_config()
    • NeRFEncoding.pytorch_fwd()
  • PolyhedronFFEncoding
  • RFFEncoding
  • SHEncoding
    • SHEncoding.forward()
    • SHEncoding.get_out_dim()
    • SHEncoding.get_tcnn_encoding_config()
    • SHEncoding.pytorch_fwd()
  • ScalingAndOffset
    • ScalingAndOffset.forward()
    • ScalingAndOffset.get_out_dim()
  • TensorCPEncoding
    • TensorCPEncoding.forward()
    • TensorCPEncoding.get_out_dim()
    • TensorCPEncoding.upsample_grid()
  • TensorVMEncoding
    • TensorVMEncoding.forward()
    • TensorVMEncoding.get_out_dim()
    • TensorVMEncoding.upsample_grid()
  • TriplaneEncoding
    • TriplaneEncoding.forward()
    • TriplaneEncoding.get_out_dim()
    • TriplaneEncoding.upsample_grid()
• Embeddings
  • Embedding
    • Embedding.build_nn_modules()
    • Embedding.forward()
    • Embedding.mean()
• Field Heads
  • DensityFieldHead
  • FieldHead
    • FieldHead.forward()
    • FieldHead.set_in_dim()
  • FieldHeadNames
  • PredNormalsFieldHead
    • PredNormalsFieldHead.forward()
  • RGBFieldHead
  • SHFieldHead
  • SemanticFieldHead
  • TransientDensityFieldHead
  • TransientRGBFieldHead
  • UncertaintyFieldHead
• MLP
  • MLP
    • MLP.build_nn_modules()
    • MLP.forward()
    • MLP.get_tcnn_network_config()
    • MLP.pytorch_fwd()
  • MLPWithHashEncoding
    • MLPWithHashEncoding.build_nn_modules()
    • MLPWithHashEncoding.forward()
  • activation_to_tcnn_string()
• Spatial Distortions
  • SceneContraction
    • SceneContraction.forward()
  • SpatialDistortion
    • SpatialDistortion.forward()