GST / humman_config.yaml
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wandb:
project: humans_gs
general:
device: 0
random_seed: 0
data:
fov: 47.17998034148662
input_images: 1
znear: -1.0
zfar: 4.0
category: humans
dataset_type: humman
with_background: false
white_background: true
depth_rendering: false
ray_embedding: false
random_background_color: false
training_resolution: 256
num_training_images: 4
cropped: false
opt:
iterations: 9000001
base_lr: 5.0e-06
batch_size: 32
betas:
- 0.9
- 0.999
loss: l2
lambda_lpips: 0.01
start_lpips_after: 800001
pretrained_ckpt: null
step_lr_at: 800001
alpha_loss: true
alpha_loss_coefficient: 0.01
offset_penalty: true
model:
opacity_scale: 1.0
opacity_bias: -2.0
scale_bias: 0.02
scale_scale: 0.003
xyz_scale: 0.1
xyz_bias: 0.0
logging:
ckpt_iterations: 1000
val_log: 10000
loss_log: 10
loop_log: 1000
render_log: 500