mip-splatting/mipnerf360/treehill.json

{
  "render_datetime": "2024-06-19T22:32:20",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
    "name": "mipnerf360",
    "color_space": "srgb",
    "evaluation_protocol": "nerf",
    "viewer_transform": [
      [
        0.124084,
        -0.069561,
        0.158834,
        0.043061
      ],
      [
        -0.173045,
        -0.037216,
        0.118887,
        -0.008092
      ],
      [
        -0.011062,
        -0.19809,
        -0.078111,
        0.037328
      ],
      [
        0.0,
        0.0,
        0.0,
        1.0
      ]
    ],
    "viewer_initial_pose": [
      [
        -0.885254,
        0.053736,
        0.461993,
        -0.318161
      ],
      [
        -0.464901,
        -0.072627,
        -0.882379,
        0.772036
      ],
      [
        -0.013863,
        -0.995911,
        0.089275,
        -0.16934
      ]
    ],
    "scene": "treehill",
    "downscale_factor": 4,
    "expected_scene_scale": 4.365699,
    "type": "object-centric"
  },
  "nb_info": {
    "method": "mip-splatting",
    "num_iterations": 30000,
    "total_train_time": 1368.36785,
    "resources_utilization": {
      "memory": 5910,
      "gpu_memory": 10022,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
    },
    "datetime": "2024-06-07T12:02:44+0200",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "mipnerf360",
      "color_space": "srgb",
      "evaluation_protocol": "nerf",
      "viewer_transform": [
        [
          0.124084,
          -0.069561,
          0.158834,
          0.043061
        ],
        [
          -0.173045,
          -0.037216,
          0.118887,
          -0.008092
        ],
        [
          -0.011062,
          -0.19809,
          -0.078111,
          0.037328
        ],
        [
          0.0,
          0.0,
          0.0,
          1.0
        ]
      ],
      "viewer_initial_pose": [
        [
          -0.885254,
          0.053736,
          0.461993,
          -0.318161
        ],
        [
          -0.464901,
          -0.072627,
          -0.882379,
          0.772036
        ],
        [
          -0.013863,
          -0.995911,
          0.089275,
          -0.16934
        ]
      ],
      "scene": "treehill",
      "downscale_factor": 4,
      "expected_scene_scale": 4.365699,
      "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": "0776b5cbc6aa87d0da35cdf9b8dc8aa9a572911207705dc5e4769da1a7b8c614"
  },
  "evaluate_datetime": "2024-06-19T22:32:44",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 22.65443,
    "ssim": 0.63345,
    "mae": 0.04602,
    "mse": 0.00644,
    "lpips": 0.33801,
    "lpips_vgg": 0.38148
  },
  "metrics_raw": {
    "psnr": "8guLQfZ9mUGebp1B50ihQd6UokE2lq9Bvgy9QYjWykF/NLBBwuvOQb3tyEEU9KxB6NHGQSb1xEF97a5BGsHNQTh3v0Em/sNB",
    "ssim": "FMAGP9JoCD+X+gk/BcoMPy/VED/u2wo/C08ZPxnINT8Zvyk/U6E8P2zMNz9uciM/OcYyP0H4Kz8rzSA/blA8P79hIz9fXTU/",
    "mae": "xLiHPRMrhj3OIns9iBFrPee4SD0/wDc96osmPQ7SIz1usEg9qvQOPVMIBT3TVD09cZgPPWfLIz3ptUU9TvkIPSXCMz0ZOSQ9",
    "mse": "srqVPI6XRTx/aDA8XOQdPIsbGDzUOdE7SwOOO8T8PjsUic073c8pO+jGSTtAs+E7JWdWO4I1YjuPO9U7XpwvOzB5hDszlGg7",
    "lpips": "2lnEPpT/5z5Tntk+GbDxPsZplz4qYLk+xGKVPhFtkT63mJ0+wM6SPjVgiD6bMaA+JQagPlIGpT5AUa4+AXOFPndGwz5gyqY+",
    "lpips_vgg": "uWPsPl168j6iA+I+HgPzPkk8xD7KstQ+5LC3Poz+rz5NsbY+n6mmPpB+pj683bY+dZSvPo8RuT7VYcM+C5ClPg4rxz5ssbM+"
  },
  "metrics_sha256": "20bac60f378b0db1f236f0c3c75ca2f086eb68ef7efa772aab76df5b773d34c2",
  "predictions_sha256": "a8bc30c39e596c05344baf494bdf5a0ef8c45d0077cd374ad831571f3d424577",
  "ground_truth_sha256": "95b392ebdbe7f4c3d1de84e1ddbf1b15ee2668e20f25702b8b391b6ec854978e",
  "evaluation_protocol": "nerf"
}