mip-splatting/mipnerf360/room.json

{
  "render_datetime": "2024-06-19T22:27:29",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
    "name": "mipnerf360",
    "color_space": "srgb",
    "evaluation_protocol": "nerf",
    "viewer_transform": [
      [
        0.021723,
        -0.080307,
        0.154508,
        0.078751
      ],
      [
        -0.174054,
        -0.005369,
        0.02168,
        0.063185
      ],
      [
        -0.005194,
        -0.155935,
        -0.080318,
        0.27352
      ],
      [
        0.0,
        0.0,
        0.0,
        1.0
      ]
    ],
    "viewer_initial_pose": [
      [
        -0.437344,
        -0.344819,
        0.83056,
        -0.611687
      ],
      [
        -0.899218,
        0.155613,
        -0.408891,
        0.408089
      ],
      [
        0.011747,
        -0.92568,
        -0.378124,
        0.264581
      ]
    ],
    "scene": "room",
    "downscale_factor": 2,
    "expected_scene_scale": 5.420212,
    "type": "object-centric"
  },
  "nb_info": {
    "method": "mip-splatting",
    "num_iterations": 30000,
    "total_train_time": 1464.57731,
    "resources_utilization": {
      "memory": 8851,
      "gpu_memory": 11106,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
    },
    "datetime": "2024-06-07T12:04:04+0200",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "mipnerf360",
      "color_space": "srgb",
      "evaluation_protocol": "nerf",
      "viewer_transform": [
        [
          0.021723,
          -0.080307,
          0.154508,
          0.078751
        ],
        [
          -0.174054,
          -0.005369,
          0.02168,
          0.063185
        ],
        [
          -0.005194,
          -0.155935,
          -0.080318,
          0.27352
        ],
        [
          0.0,
          0.0,
          0.0,
          1.0
        ]
      ],
      "viewer_initial_pose": [
        [
          -0.437344,
          -0.344819,
          0.83056,
          -0.611687
        ],
        [
          -0.899218,
          0.155613,
          -0.408891,
          0.408089
        ],
        [
          0.011747,
          -0.92568,
          -0.378124,
          0.264581
        ]
      ],
      "scene": "room",
      "downscale_factor": 2,
      "expected_scene_scale": 5.420212,
      "type": "object-centric"
    },
    "evaluation_protocol": "nerf",
    "nb_version": "0.0.16.dev56+g8ee0779.d20240531",
    "hparams": {
      "sh_degree": 3,
      "white_background": false,
      "kernel_size": 0.1,
      "ray_jitter": false,
      "resample_gt_image": false,
      "load_allres": false,
      "sample_more_highres": false,
      "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,
      "percent_dense": 0.01,
      "lambda_dssim": 0.2,
      "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,
      "debug": false
    },
    "checkpoint_sha256": "b706ccd5ceace69d625432a196cb068ffed83f7ffe01c9f4b3749a637460f0a2"
  },
  "evaluate_datetime": "2024-06-19T22:28:49",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 31.54454,
    "ssim": 0.91768,
    "mae": 0.01622,
    "mse": 0.00088,
    "lpips": 0.16329,
    "lpips_vgg": 0.28579
  },
  "metrics_raw": {
    "psnr": "WObxQUKNBELcYQhCNp0KQnxJB0K80/JBdesEQm70CUIerPpBobMIQigOB0KWRw1CiSIKQgeOAkJiD+dBMSoFQlyIA0J2agpCHc4DQqa58kG9K/xB7kXyQaGyBkJgit9B51r4QfcnAEJ2LflByLb6QU/q80H6j+lB7Cb3QRWzAUJi/eNBxonwQTru0kEuKNtBF0e1QQmmBkI/2PZB",
    "ssim": "Y0liP3chZj8OL2c/QoFtP5sBcz8O+G0/1XhsP3VidT94cW0/NJ9xP0Ubbz9wWW8/9mJwP5N7bD8IN24/FQlkPyHyaz/SRXA/In5rP6L7bj8gcW0/a1heP69Ebj+Dn2Q/O1VrP9qVbD/oOmw/JvdoP5cCZz+ZwGk/t7FiP01OWz88i2w/5l1qP4XvcD9kkHM/1E1ePx5cbz86MGM/",
    "mae": "JWGUPAA4bTwF61s8vC5MPC55Ojx1OFA8FE2CPNwsNTz5y2I8XWpKPJ36STxvOjo8xkhLPAUgazzDN4k8c51iPKTVeDy3fjc86bR4PGMhbTzBHGw8RBqZPGt/UjwUGZo81F2TPNCmkTzS7WI88l+BPBoCnTwfjb08MxaQPLw9izwH56M8hJGWPG3+wjxwwpM8YTciPdWCYjwHEZ08",
    "mse": "4TF4OhqN/jkZLsw5J5CzOZZ32TlzqHE6WTf5OUyCujkL0EA60nXIOUpj3DlQBZo53JW4OejHDjroiKk6nLn1OT73Bjq9n7U5id0EOjRecjpgrDg6sop1Onj44DkkgNI6cBxOOgfsIzr/SUk66pRAOt40ajr6wJ06el9VOn38FTrcMrk6rg6BOpVNFzu4zu46XJ2xO8mb4TnMRFc6",
    "lpips": "Jd0sPvdsKz7FaS8+S/QCPoj39j1+2wI+zwYCPq/Awj1iFxQ+Ocz4PZYtAz6OUcQ9GpjbPUMgED6aAvI9Wg5ZPlwKFT4LFuc9eGwyPlSJ8T2cCeg9l3uEPs3y0z0+Ci8+9Q4uPqqgLj5em/k9GjE/Pp3UUj6Xkyw+AXBwPpYLij7t3As+LoUYPvD0ZD6jLjs+4D2gPn6JVj6pdoI+",
    "lpips_vgg": "p2+GPg6Raj4y03c+Aj59PuNxhD7Pq4A+fCFrPv1aaj4/RYU+FWFpPuS0cz53EIQ+/FyAPsdPfD49KYI+KgeYPlWsiz4xBIQ+dGWePkBSdj4MeGU+pDi+PjG8Sj7l7IA+YECbPuxckj4y4o8+FrubPo1Vmj7DFps+2MG0PjA2sT70wpA+XfyhPnc+zj59NLs+nSXnPkrCuT5EscE+"
  },
  "metrics_sha256": "6cac4ef64cc1be40c7a73d08f93a104a9a194f2f8ce9515d22ae68d9a9e252c3",
  "predictions_sha256": "89e38d0376eac56c579e387b6f8a7321226281eb551ce621d88dec755a768a06",
  "ground_truth_sha256": "9bdd71e54d0959e907a14b5604f9701af4b6d3d2f724e64cc748b9fba443ec2d",
  "evaluation_protocol": "nerf"
}