{
  "render_datetime": "2024-06-20T10:46:11",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
    "name": "mipnerf360",
    "color_space": "srgb",
    "evaluation_protocol": "nerf",
    "viewer_transform": [
      [
        -0.195865,
        0.051631,
        -0.084885,
        0.14291
      ],
      [
        0.097825,
        0.133009,
        -0.144821,
        0.001467
      ],
      [
        0.017362,
        -0.166965,
        -0.141619,
        0.484152
      ]
    ],
    "viewer_initial_pose": [
      [
        -0.01815,
        0.157138,
        -0.98741,
        0.99913
      ],
      [
        0.998532,
        -0.047562,
        -0.025924,
        -0.056191
      ],
      [
        -0.051037,
        -0.986431,
        -0.156044,
        0.130103
      ]
    ],
    "scene": "bonsai",
    "downscale_factor": 2,
    "expected_scene_scale": 4.317639,
    "type": "object-centric"
  },
  "nb_info": {
    "method": "instant-ngp",
    "nb_version": "0.0.16.dev63+g7840983.d20240612",
    "num_iterations": 35000,
    "total_train_time": 212.29547,
    "resources_utilization": {
      "memory": 8782,
      "gpu_name": " NVIDIA A100-SXM4-40GB",
      "gpu_memory": 9838
    },
    "datetime": "2024-06-20T10:46:07",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "mipnerf360",
      "color_space": "srgb",
      "evaluation_protocol": "nerf",
      "viewer_transform": [
        [
          -0.195865,
          0.051631,
          -0.084885,
          0.14291
        ],
        [
          0.097825,
          0.133009,
          -0.144821,
          0.001467
        ],
        [
          0.017362,
          -0.166965,
          -0.141619,
          0.484152
        ]
      ],
      "viewer_initial_pose": [
        [
          -0.01815,
          0.157138,
          -0.98741,
          0.99913
        ],
        [
          0.998532,
          -0.047562,
          -0.025924,
          -0.056191
        ],
        [
          -0.051037,
          -0.986431,
          -0.156044,
          0.130103
        ]
      ],
      "scene": "bonsai",
      "downscale_factor": 2,
      "expected_scene_scale": 4.317639,
      "type": "object-centric"
    },
    "evaluation_protocol": "nerf",
    "hparams": {
      "loss.otype": "Huber",
      "optimizer.otype": "Ema",
      "optimizer.decay": 0.95,
      "optimizer.nested.otype": "ExponentialDecay",
      "optimizer.nested.decay_start": 20000,
      "optimizer.nested.decay_interval": 10000,
      "optimizer.nested.decay_base": 0.33,
      "optimizer.nested.nested.otype": "Adam",
      "optimizer.nested.nested.learning_rate": 0.01,
      "optimizer.nested.nested.beta1": 0.9,
      "optimizer.nested.nested.beta2": 0.99,
      "optimizer.nested.nested.epsilon": 1e-15,
      "optimizer.nested.nested.l2_reg": 1e-06,
      "encoding.otype": "HashGrid",
      "encoding.n_levels": 8,
      "encoding.n_features_per_level": 4,
      "encoding.log2_hashmap_size": 19,
      "encoding.base_resolution": 16,
      "network.otype": "FullyFusedMLP",
      "network.activation": "ReLU",
      "network.output_activation": "None",
      "network.n_neurons": 64,
      "network.n_hidden_layers": 1,
      "dir_encoding.otype": "Composite",
      "dir_encoding.nested": [
        {
          "n_dims_to_encode": 3,
          "otype": "SphericalHarmonics",
          "degree": 4
        },
        {
          "otype": "Identity"
        }
      ],
      "rgb_network.otype": "FullyFusedMLP",
      "rgb_network.activation": "ReLU",
      "rgb_network.output_activation": "None",
      "rgb_network.n_neurons": 64,
      "rgb_network.n_hidden_layers": 2,
      "distortion_map.resolution": [
        32,
        32
      ],
      "distortion_map.optimizer.otype": "ExponentialDecay",
      "distortion_map.optimizer.decay_start": 10000,
      "distortion_map.optimizer.decay_interval": 5000,
      "distortion_map.optimizer.decay_end": 25000,
      "distortion_map.optimizer.decay_base": 0.33,
      "distortion_map.optimizer.nested.otype": "Adam",
      "distortion_map.optimizer.nested.learning_rate": 0.0001,
      "distortion_map.optimizer.nested.beta1": 0.9,
      "distortion_map.optimizer.nested.beta2": 0.99,
      "distortion_map.optimizer.nested.epsilon": 1e-08,
      "envmap.loss.otype": "RelativeL2",
      "envmap.optimizer.otype": "Ema",
      "envmap.optimizer.decay": 0.99,
      "envmap.optimizer.nested.otype": "ExponentialDecay",
      "envmap.optimizer.nested.decay_start": 10000,
      "envmap.optimizer.nested.decay_interval": 5000,
      "envmap.optimizer.nested.decay_base": 0.33,
      "envmap.optimizer.nested.nested.otype": "Adam",
      "envmap.optimizer.nested.nested.learning_rate": 0.01,
      "envmap.optimizer.nested.nested.beta1": 0.9,
      "envmap.optimizer.nested.nested.beta2": 0.99,
      "envmap.optimizer.nested.nested.beta3": 0.9,
      "envmap.optimizer.nested.nested.beta_shampoo": 0.0,
      "envmap.optimizer.nested.nested.epsilon": 1e-10,
      "envmap.optimizer.nested.nested.identity": 0.0001,
      "envmap.optimizer.nested.nested.cg_on_momentum": false,
      "envmap.optimizer.nested.nested.frobenius_normalization": true,
      "envmap.optimizer.nested.nested.l2_reg": 1e-10
    },
    "checkpoint_sha256": "718584325280340d3b7d661620176e858bbdb40bd3ab8a8ba82bed74c6562645"
  },
  "evaluate_datetime": "2024-06-20T10:48:08",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 30.30002,
    "ssim": 0.88981,
    "mae": 0.01875,
    "mse": 0.00107,
    "lpips": 0.16917,
    "lpips_vgg": 0.29459
  },
  "metrics_raw": {
    "psnr": "elPJQUhd6UEEZvlBgJ30QVhZ+kFuiP1BUbf3QXzT/kHthv5B2vDiQRq570Gfbu1BgBPdQQis70HhuvVBDtHWQfIi7kG6PPZBYo3vQZJd8kHWtgFCjZz4QXqv90HlUvhB+KUDQmt28UH+JgJCi3rrQVTuwUEA1/xByGoCQoDZ+0HJWwNCVJIEQmG41UGCCP5BC8/jQQ==",
    "ssim": "r9RUP05tXT+grGM/oKhkP1d2Yz8FkGM/ckFlPyiUZj/06Gc/IO5dP/hiYT87d2E/XY5cP040ZD8vEWU/DZldP5lxYD+beGM/U/ZeP/A2Yj+4f2g/TH9mP0QFYj9UHmU/uX1qP92cZT/vJGg/NZdoP07IZT936Wc/zYFsP5+NZT9P92Y/6tBpP9kMWz+Vh2I/JJJoPw==",
    "mae": "247oPM2MuTyM0o08IyiJPE1kjTw1moM8LtCLPNEJhzw+1388vHiiPBKTnDzWuZU8hHq5PDixmzxvvpE8QM+2PMuNnTwimJY8RzafPJTyjzyykX88OFWPPJfzjzxNtZA8qMF1PKA+nTyBDXs8r2KzPPeguzxAHpQ8IiB8PLi6gzwq33o81YBmPERC6DyiIJE8xgnNPA==",
    "mse": "bHtHO9CnnjphA0g6CIllOo2dQjrWkjE63+9ROu0VKzqNkCw6FOC+OvYehDpiII06QfnhOrdQhDqVSV46wkoHO0pLijreEFs6osWEOtnjdDoX3BU6bZhMOkUfUjr2S0468xEGOnVWezqmIBI620mVOnbMdjvCJjU6wuoPOoRjOjpIUwg610L+OSWhCzvnCC86fiq6Og==",
    "lpips": "9N1RPsdpID5eSeM9BC4EPhIeDz6khA4+2oUZPss3Dj6mjtY9MqQuPpcBCj4lojg+FTRCPlS6Ez4e6As+v7lSPhiyKD67MjE+cMomPkmWLT7+F08+NJQ2PjPvPz7cnjY+9uxBPtcxXD7+Y2A+DL9dPhDiNj5Si1E+tfcrPjhAGT5sezM+7Y3+PY0xJj6gwDA+OaVsPg==",
    "lpips_vgg": "7i21Plr4iD7oX3Y+xq2KPrircz7yU30+Y6uMPlambz6JpGY+rCOKPqRhZD48Eo0+M6ipPtxyXj7DC1w+uoatPta8iT41HYY+JoePPutLlj5kr5A+kZWTPhUooj6Ynpc+3mCtPhJtyz7+L7Q+7zu4PoE1zT536q4+3tOoPkEsrz7VNps+6RuQPgPTlz7rSpM+MAG3Pg=="
  },
  "metrics_sha256": "0612d6aa918959b3570939e254416862e07bd69e998542b00602892d3c9c2115",
  "predictions_sha256": "d702bd0a3bafb4a1e41d724099a03581e5e1eaeebfa93d4d938e21dd67b16135",
  "ground_truth_sha256": "980936e14084c11cb005c70d51bec9019464d29fd2206fbab7c0126d7b1fbdfe",
  "evaluation_protocol": "nerf"
}