nbv_reconstruction/configs/server/server_inference_server_config.yaml
2024-11-02 21:54:46 +00:00

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YAML

runner:
general:
seed: 0
device: cuda
cuda_visible_devices: "0,1,2,3,4,5,6,7"
experiment:
name: train_ab_global_only
root_dir: "experiments"
epoch: -1 # -1 stands for last epoch
pipeline: nbv_reconstruction_pipeline
voxel_size: 0.003
pipeline:
nbv_reconstruction_pipeline:
modules:
pts_encoder: pointnet_encoder
seq_encoder: transformer_seq_encoder
pose_encoder: pose_encoder
view_finder: gf_view_finder
eps: 1e-5
global_scanned_feat: True
module:
pointnet_encoder:
in_dim: 3
out_dim: 1024
global_feat: True
feature_transform: False
transformer_seq_encoder:
embed_dim: 256
num_heads: 4
ffn_dim: 256
num_layers: 3
output_dim: 1024
gf_view_finder:
t_feat_dim: 128
pose_feat_dim: 256
main_feat_dim: 2048
regression_head: Rx_Ry_and_T
pose_mode: rot_matrix
per_point_feature: False
sample_mode: ode
sampling_steps: 500
sde_mode: ve
pose_encoder:
pose_dim: 9
out_dim: 256
pts_num_encoder:
out_dim: 64