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Class OptimizationParams

arguments/__init__.py:80–107  ·  view source on GitHub ↗

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78 super().__init__(parser, "Pipeline Parameters")
79
80class OptimizationParams(ParamGroup):
81 def __init__(self, parser):
82 self.iterations = 30_000
83 self.position_lr_init = 0.00016
84 self.position_t_lr_init = -1.0
85 self.position_lr_final = 0.0000016
86 self.position_lr_delay_mult = 0.01
87 self.position_lr_max_steps = 30_000
88 self.feature_lr = 0.0025
89 self.opacity_lr = 0.05
90 self.scaling_lr = 0.005
91 self.rotation_lr = 0.001
92 self.percent_dense = 0.01
93 self.lambda_dssim = 0.2
94 self.thresh_opa_prune = 0.005
95 self.densification_interval = 100
96 self.opacity_reset_interval = 3000
97 self.densify_from_iter = 500
98 self.densify_until_iter = 15_000
99 self.densify_grad_threshold = 0.0002
100 self.densify_grad_t_threshold = 0.0002 / 40
101 self.densify_until_num_points = -1
102 self.final_prune_from_iter = -1
103 self.sh_increase_interval = 1000
104 self.lambda_opa_mask = 0.0
105 self.lambda_rigid = 0.0
106 self.lambda_motion = 0.0
107 super().__init__(parser, "Optimization Parameters")
108
109def get_combined_args(parser : ArgumentParser):
110 cmdlne_string = sys.argv[1:]

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train.pyFile · 0.90

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