{
  "render_datetime": "2024-06-19T22:45:49",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
    "name": "mipnerf360",
    "color_space": "srgb",
    "evaluation_protocol": "nerf",
    "viewer_transform": [
      [
        -0.057403,
        0.10811,
        -0.201541,
        0.081719
      ],
      [
        0.228696,
        0.025217,
        -0.051611,
        -0.076247
      ],
      [
        -0.002109,
        -0.208033,
        -0.110992,
        0.436519
      ],
      [
        0.0,
        0.0,
        0.0,
        1.0
      ]
    ],
    "viewer_initial_pose": [
      [
        -0.245561,
        0.192971,
        -0.94998,
        1.03697
      ],
      [
        0.96917,
        0.02842,
        -0.244748,
        0.240112
      ],
      [
        -0.020231,
        -0.980793,
        -0.194001,
        0.170598
      ]
    ],
    "scene": "garden",
    "downscale_factor": 4,
    "expected_scene_scale": 4.110425,
    "type": "object-centric"
  },
  "nb_info": {
    "method": "gaussian-opacity-fields",
    "num_iterations": 30000,
    "total_train_time": 4411.52887,
    "resources_utilization": {
      "memory": 8690,
      "gpu_memory": 35420,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
    },
    "datetime": "2024-06-07T12:54:03+0200",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "mipnerf360",
      "color_space": "srgb",
      "evaluation_protocol": "nerf",
      "viewer_transform": [
        [
          -0.057403,
          0.10811,
          -0.201541,
          0.081719
        ],
        [
          0.228696,
          0.025217,
          -0.051611,
          -0.076247
        ],
        [
          -0.002109,
          -0.208033,
          -0.110992,
          0.436519
        ],
        [
          0.0,
          0.0,
          0.0,
          1.0
        ]
      ],
      "viewer_initial_pose": [
        [
          -0.245561,
          0.192971,
          -0.94998,
          1.03697
        ],
        [
          0.96917,
          0.02842,
          -0.244748,
          0.240112
        ],
        [
          -0.020231,
          -0.980793,
          -0.194001,
          0.170598
        ]
      ],
      "scene": "garden",
      "downscale_factor": 4,
      "expected_scene_scale": 4.110425,
      "type": "object-centric"
    },
    "evaluation_protocol": "nerf",
    "nb_version": "0.0.16.dev56+g8ee0779.d20240531",
    "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": 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,
      "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": "b0cf9e58e8b02e04b9c2e43e16ab808543f96469eaa360d5d6dd97512ed1b8d1"
  },
  "evaluate_datetime": "2024-06-19T22:46:23",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 27.54608,
    "ssim": 0.87391,
    "mae": 0.0273,
    "mse": 0.0022,
    "lpips": 0.07321,
    "lpips_vgg": 0.1148
  },
  "metrics_raw": {
    "psnr": "Zq+8QYCevUGXGuBBkOTFQW9SnEFUfd1Bq6ztQd156kGRHdxBeOHeQSzL3EHYKehBKlzeQWYN8UFBeu9ByabPQatn3kFaq/lBlvLgQdjc60EaN+1B8hfSQUCQ20FdVehB",
    "ssim": "k9dXP57hSD+14lw/zXdRP/SRSD/51WE/UTBpP8LSaj+C3F8/wNFfP5srZj/wgGY/r7deP9yaZz+S02U/01lTP19UWj+vImw/ochnP60/az/pVWc/nXBYP7C1Xj/t/mc/",
    "mae": "kMUSPaMSGz0f3NI8OQsQPfNOTD3alMg8LJWvPDXCujxsatg883jOPCrkxzz6UL08yGPXPD7PqTzVpLU8zkv3PE7a3jyL9Jk8DzXoPCShyTztu7I8qZnuPFJw7Dy6Xss8",
    "mse": "2oKPO160iztyHc86hDNcO7kiNjwFTd86OyWMOtWomTokT+g6R4nWOpjR4zpDPKQ6nMbZOrNSfjrODoU6TUcmO4p+2TrLdUY6VCXKOsulkzqcAo46Fv4aO40H7DoNb6M6",
    "lpips": "5gurPVd54z0IA5I9BG2mPRYw+j37v5c9cx59PY0JWD26vpI9aN+SPTkwiz2oCXQ9diegPcxigj11T3w96W6ePaIzpD0TLIE9pXeGPa2bkD2cBYM9UpygPeyXiD0FS3A9",
    "lpips_vgg": "QE4MPmz/IT7wLfA9974MPu4CND5K+eo9uGnPPZl4yj0SbeI9gvTYPfb80j0aiNI9mMLtPfa2xj2O9889YjX0PafZ4T3dxsc9EgjdPc024T0mDMw9RMr4Pd/q4D2xg9A9"
  },
  "metrics_sha256": "0a9cff8c832f7bdff3aa24f98e35000d8428382e256124b5d044585b12f59d20",
  "predictions_sha256": "501f086941a35c3dcf6201bf9a6d09d4b8b9f372213b466e29909123ccab40f9",
  "ground_truth_sha256": "d005b4c083846158cd38d9255dda8b6d4f23aa71d00f75ad900ff9a32443905a",
  "evaluation_protocol": "nerf"
}