55 lines
1.1 KiB
YAML
55 lines
1.1 KiB
YAML
data:
|
|
class: null
|
|
data_type: psr_full
|
|
input_type: pointcloud
|
|
path: data/shapenet_psr
|
|
num_gt_points: 10000
|
|
num_offset: 7
|
|
pointcloud_n: 3000
|
|
pointcloud_noise: 0.005
|
|
model:
|
|
grid_res: 128 # poisson grid resolution
|
|
psr_sigma: 2
|
|
psr_tanh: True
|
|
normal_normalize: False
|
|
predict_normal: True
|
|
predict_offset: True
|
|
c_dim: 32
|
|
s_offset: 0.001
|
|
encoder: local_pool_pointnet
|
|
encoder_kwargs:
|
|
hidden_dim: 32
|
|
plane_type: 'grid'
|
|
grid_resolution: 32
|
|
unet3d: True
|
|
unet3d_kwargs:
|
|
num_levels: 3
|
|
f_maps: 32
|
|
in_channels: 32
|
|
out_channels: 32
|
|
decoder: simple_local
|
|
decoder_kwargs:
|
|
sample_mode: bilinear # bilinear / nearest
|
|
hidden_size: 32
|
|
train:
|
|
batch_size: 32
|
|
lr: 5e-4
|
|
out_dir: out/shapenet/noise_005_ours
|
|
w_psr: 1
|
|
model_selection_metric: psr_l2
|
|
print_every: 100
|
|
checkpoint_every: 200
|
|
validate_every: 5000
|
|
backup_every: 10000
|
|
total_epochs: 400000
|
|
visualize_every: 5000
|
|
exp_pcl: True
|
|
exp_mesh: True
|
|
n_workers: 8
|
|
n_workers_val: 0
|
|
generation:
|
|
exp_gt: False
|
|
exp_input: True
|
|
psr_resolution: 128
|
|
psr_sigma: 2
|