gaussian-opacity-fields/tanksandtemples/panther.json

{
  "render_datetime": "2024-06-25T09:17:23",
  "render_version": "develop",
  "render_dataset_metadata": {
    "name": "tanksandtemples",
    "color_space": "srgb",
    "evaluation_protocol": "default",
    "viewer_transform": [
      [
        0.206222,
        -0.002133,
        0.002115,
        0.008415
      ],
      [
        -0.002133,
        -0.001763,
        0.206226,
        -0.004104
      ],
      [
        -0.002115,
        -0.206226,
        -0.001785,
        0.001385
      ]
    ],
    "viewer_initial_pose": [
      [
        0.954669,
        -0.046468,
        0.294021,
        -0.118813
      ],
      [
        -0.297549,
        -0.120715,
        0.947044,
        -0.818196
      ],
      [
        -0.008514,
        -0.991599,
        -0.129069,
        0.000346
      ]
    ],
    "scene": "temple",
    "downscale_factor": 2,
    "expected_scene_scale": 4.331814,
    "type": null
  },
  "nb_info": {
    "method": "gaussian-opacity-fields",
    "nb_version": "develop",
    "num_iterations": 30000,
    "total_train_time": 2412.98362,
    "resources_utilization": {
      "memory": 4200,
      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 31736
    },
    "datetime": "2024-06-25T09:17:15",
    "config_overrides": {
      "use_decoupled_appearance": true
    },
    "dataset_metadata": {
      "name": "tanksandtemples",
      "color_space": "srgb",
      "evaluation_protocol": "default",
      "viewer_transform": [
        [
          0.206222,
          -0.002133,
          0.002115,
          0.008415
        ],
        [
          -0.002133,
          -0.001763,
          0.206226,
          -0.004104
        ],
        [
          -0.002115,
          -0.206226,
          -0.001785,
          0.001385
        ]
      ],
      "viewer_initial_pose": [
        [
          0.954669,
          -0.046468,
          0.294021,
          -0.118813
        ],
        [
          -0.297549,
          -0.120715,
          0.947044,
          -0.818196
        ],
        [
          -0.008514,
          -0.991599,
          -0.129069,
          0.000346
        ]
      ],
      "scene": "temple",
      "downscale_factor": 2,
      "expected_scene_scale": 4.331814,
      "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": "316d8dab7265d0f3942f284235bd7635afc9cc93eb13f9014131b74745e6415c"
  },
  "evaluate_datetime": "2024-06-25T09:18:00",
  "evaluate_version": "develop",
  "metrics": {
    "psnr": 28.47465,
    "ssim": 0.9102,
    "mae": 0.02207,
    "mse": 0.00162,
    "lpips": 0.10194
  },
  "metrics_raw": {
    "psnr": "LdT8QacH4kFw1ehBjz72QT5e5kE6pbhBK//3QRFJ00HOG9ZBh1vWQa9Q5UFgV9dBYvX1QaO26kF+NetBPtTmQUpD5UFiefRBQXHdQeRV8kHKSwFCAKrsQWRO5UHIueZB9iDSQdNNyUGx8gJCocbAQdmJ60HObuNBWT7IQe6v+EEVUORBE7b+QZzl0kFKH9RB0RXXQRgI2UEq3OZBAf7bQQ==",
    "ssim": "5nV2P8NJZz/I+3I/t6ZzP27uZD+wCkc/hiVvPz5RXj+Nhmg/cbpkP5KyaT/84F4/Y4duP2v2bz8X4Gg/xIxsP56ZXz8CTXE/x9xoP5sBbz9DKHM/YzRqP+0CbT+iP3E/+z5pP/BZVT9vKGw/ToldP0XWbD8BsGg/zk5qP1dTaT8bKGo/+DFsP7rwXz8sOW8/6l9iP07cYz9Pn2w//6dyPw==",
    "mae": "Wd18PHC5sDxe06g8xbOGPJN5tjxYYxc9c7WOPHTo5jzBW+U88LLUPLAptTyRDN48YGycPFsamTzmFqU8qyytPA+Oqjwqpok8HeWyPHccnjwI4Gs8fDydPANxqTy70Jo8sxzhPJllAD1hdoU83YwAPRDusjwau888RkDIPGVamzwgS7g8nLZ3PCGBxDwpfbg8hvnJPC34wDzNRp48FH+qPA==",
    "mse": "gDU1OivywzrlGKE6TwVbOvDxrDrUNKE7cj9QOgPEFTvHEwo7dBcJO0xEsjqoQwU7h9RcOvucmDq6c5Y6dKqqOhCJsjojeGY6r5rfOv0ZdTrBghk67keQOgdQsjqgLKs659UaO+abRzvXlQs6PSR/OykIlTr7MLw6m8tNO20mTDoSfLc6/aYrOiNzFzuYMxI7CEAGOzbf/TqKg6o6iyLpOg==",
    "lpips": "bERlPXDenT0nnYE9l+6LPb4MMT6ewtY9OE8XPqwTIz428e09d8KRPYNduT0JAsc97O2wPQCUVz3uBbM9rpuCPd4o2j2gVE498zryPThcsT0embE9BruYPeWgBz7J9nU9dEYBPoM64j1ZRF4+778dPtlw4j0aGAA+rmaePYJoUz7fKWc9MBvnPdrC3T2fx309CX7SPfus2z3tEZU9xkDIPQ=="
  },
  "metrics_sha256": "181325b02b8073edf9b175e20a6b28c265d4f6687e275d2a25715b3bd5e8e8e7",
  "predictions_sha256": "f0cd031719cbcc2a0a07061fd4be955f8946cf777d24de4253bb4e96c36e27e9",
  "ground_truth_sha256": "e670bcd4885cc09e9b8099a0e8c7da6e06dcc5e244adb7818daf410f6914ad0a",
  "evaluation_protocol": "default"
}