File size: 5,432 Bytes
2ce14fe
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
{
  "render_datetime": "2024-06-25T09:17:35",
  "render_version": "develop",
  "render_dataset_metadata": {
    "name": "tanksandtemples",
    "color_space": "srgb",
    "evaluation_protocol": "default",
    "viewer_transform": [
      [
        0.178092,
        0.014954,
        -0.014844,
        -0.003085
      ],
      [
        0.014954,
        -0.000702,
        0.178708,
        0.009538
      ],
      [
        0.014844,
        -0.178708,
        -0.001944,
        0.000151
      ]
    ],
    "viewer_initial_pose": [
      [
        0.751041,
        0.056575,
        -0.657827,
        -0.131834
      ],
      [
        0.659363,
        -0.012473,
        0.751721,
        -0.610717
      ],
      [
        0.034323,
        -0.99832,
        -0.046671,
        -0.017738
      ]
    ],
    "scene": "temple",
    "downscale_factor": 2,
    "expected_scene_scale": 4.971565,
    "type": null
  },
  "nb_info": {
    "method": "gaussian-opacity-fields",
    "nb_version": "develop",
    "num_iterations": 30000,
    "total_train_time": 2428.15574,
    "resources_utilization": {
      "memory": 4259,
      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 23862
    },
    "datetime": "2024-06-25T09:17:28",
    "config_overrides": {
      "use_decoupled_appearance": true
    },
    "dataset_metadata": {
      "name": "tanksandtemples",
      "color_space": "srgb",
      "evaluation_protocol": "default",
      "viewer_transform": [
        [
          0.178092,
          0.014954,
          -0.014844,
          -0.003085
        ],
        [
          0.014954,
          -0.000702,
          0.178708,
          0.009538
        ],
        [
          0.014844,
          -0.178708,
          -0.001944,
          0.000151
        ]
      ],
      "viewer_initial_pose": [
        [
          0.751041,
          0.056575,
          -0.657827,
          -0.131834
        ],
        [
          0.659363,
          -0.012473,
          0.751721,
          -0.610717
        ],
        [
          0.034323,
          -0.99832,
          -0.046671,
          -0.017738
        ]
      ],
      "scene": "temple",
      "downscale_factor": 2,
      "expected_scene_scale": 4.971565,
      "type": null
    },
    "evaluation_protocol": "default",
    "hparams": {
      "sh_degree": 3,
      "white_background": false,
      "kernel_size": 0.0,
      "ray_jitter": false,
      "resample_gt_image": false,
      "load_allres": false,
      "sample_more_highres": false,
      "use_decoupled_appearance": true,
      "scale_coords": null,
      "iterations": 30000,
      "position_lr_init": 0.00016,
      "position_lr_final": 1.6e-06,
      "position_lr_delay_mult": 0.01,
      "position_lr_max_steps": 30000,
      "feature_lr": 0.0025,
      "opacity_lr": 0.05,
      "scaling_lr": 0.005,
      "rotation_lr": 0.001,
      "appearance_embeddings_lr": 0.001,
      "appearance_network_lr": 0.001,
      "percent_dense": 0.01,
      "lambda_dssim": 0.2,
      "lambda_distortion": 100,
      "lambda_depth_normal": 0.05,
      "distortion_from_iter": 15000,
      "depth_normal_from_iter": 15000,
      "densification_interval": 100,
      "opacity_reset_interval": 3000,
      "densify_from_iter": 500,
      "densify_until_iter": 15000,
      "densify_grad_threshold": 0.0002,
      "convert_SHs_python": false,
      "compute_cov3D_python": false,
      "compute_view2gaussian_python": false,
      "debug": false
    },
    "checkpoint_sha256": "2a8dad164c95a3bb31ddb35e4ea8c41fe8fedfaac8e27382f997ee14e7191eca"
  },
  "evaluate_datetime": "2024-06-25T09:18:16",
  "evaluate_version": "develop",
  "metrics": {
    "psnr": 24.31193,
    "ssim": 0.86233,
    "mae": 0.04142,
    "mse": 0.00472,
    "lpips": 0.13986
  },
  "metrics_raw": {
    "psnr": "hgG+QRGEyUHkWdpB+MnBQWJjykGKmNhBYBvsQQWs20HgZs5BqkbEQfRR10FxmaNBoZ6RQRHJykGM379BiM/IQTTc1UGoWc9BOE7dQUmV1EFY9NFBV4+qQV0yykGRRatBFmuJQeh8pkG+RKlBn/2sQeJjyEHuPpBBhcfQQUfEy0GsBuJBTYmvQdT1x0Fhe8NBxoDTQdza4EH4QsxBkeWqQQ73pUGS39dBHgDQQd9sw0HK8b9BatyyQaIno0E=",
    "ssim": "EgJbPxQgXD/6RWU/S5lgPw6AXz/nGGk/vnVuP/a8aT+JB10/p4BYP3zBZz+nelY/yZpGP9FkYD/29GE/TnRkPzJ6ZD+jUlw/wYZkP908Xz9i5WI/DOFNP73WYj9RoFM/CmdGPwCBVz+UzVo/pshNP4vPVj8VC0g/a1ZgP2wVZD+7gWc/INtWPxgFYD+bl2E/ypVqPyLibT9VImU/2fNDPy1jSj/JImg/tTRiP6CjXD+CIFg/Z9hUPzoYUz8=",
    "mae": "LeE4PRaY6jwUXr48sMoEPUV77DwtaNA8hgWzPAwgrTx3Q8k8/icdPR+N1jwfDJ09o8XOPegd/jwJgR89Lc/fPGx8yTyYJfE8GHiuPF620DyZxfk8HZ5ePYjkBT3EjXs9WufNPZn+Zz25dGY9PDlrPRyoGj0gHsE9PZ3yPMy9FD3YLsQ86ORMPR0SGz2pih89j+ARPQsi5zwOoAs9PItIPQZBbz2G7uI800sAPQI5Az3yuAw9SA5HPW8lnj0=",
    "mse": "ZyiKOzRlRjs1afQ6P893O+R5QTu9iQA7/pySOjhL6zo0Xiw7vLBmO3FYBTtStxM8edd3PNdGPzu67YI7p3ZKO3URCzsLuic7mXzgOl1GEDs5nRs7B8zxO5iLQjvA5Ow77+mcPIXuBzwd9Po7UXXhO8DtTDtJ64A8pPcgOzPzOTuz98M6oIfRO+p6TzsNBmw7n9QUO5SvyjryUTc723bvOyz+CTw5PQM77J0kO65obDsQqYI7uWi+O0qeFTw=",
    "lpips": "ZyTwPXgvAz6Bl+w9svQRPsk+3D0j0Qc+UdzPPSU4sD3pG/M9aogPPpjJpD1xMBw+3yhsPnqFBD6R9wM+saYLPpqe0j2Y5gI+UHv0Pa/cHD7QlQc+ktUSPt/XFD4MMS4+91ZjPgmHQz7vrRc+HvhZPklxYz6A7lI+JoToPeK7Hj6iEgM+mn4GPhtIBz71W/89WEitPVmX1j0wnu09XqwYPurlTT6hLgI+TJTdPWlY7D3JBfo9KSICPtb3QD4="
  },
  "metrics_sha256": "9ff8abf4acae31312a0594b7e736d35fcb24bec651ef6e5023e50a2a32bdd193",
  "predictions_sha256": "b4cf3eeb36528790383d87de84225e759f65549662337a36ec6eb9abf8d834f6",
  "ground_truth_sha256": "e1624db83ae56b7df0e88e4e48fa398de067989857432655cdcfc77dc03d0808",
  "evaluation_protocol": "default"
}