splatter-image-v1 / config_nmr.yaml
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wandb:
project: gs_pred
cam_embd:
embedding: null
encode_embedding: null
dimension: 0
method: null
general:
device: 0
random_seed: 0
data:
training_resolution: 64
fov: 29.999999290482176
subset: -1
input_images: 1
znear: 1.2
zfar: 4.0
category: nmr
white_background: true
origin_distances: false
opt:
iterations: 1390001
base_lr: 5.0e-05
batch_size: 32
betas:
- 0.9
- 0.999
loss: l2
imgs_per_obj: 4
ema:
use: true
update_every: 10
update_after_step: 100
beta: 0.9999
lambda_lpips: 0.01
start_lpips_after: 1240001
step_lr_at: 1240001
model:
max_sh_degree: 1
inverted_x: false
inverted_y: true
name: SingleUNet
opacity_scale: 1.0
opacity_bias: -2.0
scale_scale: 0.01
scale_bias: 0.02
xyz_scale: 0.1
xyz_bias: 0.0
depth_scale: 1.0
depth_bias: 0.0
features_dc_scale: 5.0
features_sh_scale: 0.0
network_without_offset: false
network_with_offset: true
attention_resolutions:
- 8
num_blocks: 4
cross_view_attention: true
base_dim: 128
isotropic: false
logging:
ckpt_iterations: 1000
val_log: 10000
loss_log: 10
loop_log: 10000
render_log: 10000