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config_loose.conf
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train {
nepoch = 600
sample_pix_num = 2048
initial_iters = -1200
skinner_pose_type = 1
shuffle = true
num_workers = 4
opt_pose = true
opt_trans = true
opt_camera {
focal_length = true
princeple_points = false
quat = false
T = false
}
learning_rate = 0.0001
scheduler {
type = "MultiStepLR"
milestones = [
30
60
240
400
]
factor = 0.333
}
coarse {
start_epoch = 0
point_render {
radius = 0.006
remesh_intersect = 30
batch_size = 3
}
}
medium {
start_epoch = 18
point_render {
radius = 0.00465
remesh_intersect = 60
batch_size = 2
}
}
fine {
start_epoch = 36
point_render {
radius = 0.0041
remesh_intersect = 120
batch_size = 1
}
}
}
sdf_net {
multires = 6
}
mlp_deformer {
type = "MLPTranslator"
condlen = 128
multires = 6
}
render_net {
type = "RenderingNetwork_view_norm"
multires_p = 0
multires_x = 0
multires_n = 0
multires_v = 4
condlen = 256
}
loss_coarse {
color_weight = 0.5
normal_weight = -0.1
weighted_normal = true
grad_weight = "1."
offset_weight = "0."
def_regu {
weight = 0.1
c = 0.5
}
dct_weight = "2."
pc_weight {
weight = "60."
laplacian_weight = "-10."
edge_weight = "-10."
norm_weight = -0.001
def_consistent {
weight = 0.6
c = 0.01
}
}
}
loss_medium {
color_weight = 1.0
normal_weight = 0.1
weighted_normal = true
grad_weight = "1."
offset_weight = "0."
def_regu {
weight = 0.1
c = 0.5
}
dct_weight = "3."
pc_weight {
weight = "30."
laplacian_weight = "-1."
edge_weight = "-10."
norm_weight = -0.001
def_consistent {
weight = 0.2
c = 0.01
}
}
}
loss_fine {
sample_pix_num = 6144
color_weight = 1.0
normal_weight = 0.1
weighted_normal = true
grad_weight = "1."
offset_weight = "0."
def_regu {
weight = 0.07
c = 0.5
}
dct_weight = "4."
pc_weight {
weight = "10."
laplacian_weight = "-1."
edge_weight = "-10."
norm_weight = -0.001
def_consistent {
weight = 0.1
c = 0.01
}
}
}