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nerfbaselines

arxiv:2406.17345
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nerfbaselines
File size: 4,812 Bytes 
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{
  "render_datetime": "2024-06-20T14:23:32",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
    "name": "tanksandtemples",
    "color_space": "srgb",
    "evaluation_protocol": "default",
    "viewer_transform": [
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    ],
    "viewer_initial_pose": [
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    ],
    "scene": "temple",
    "downscale_factor": 2,
    "expected_scene_scale": 4.797956,
    "type": null
  },
  "nb_info": {
    "method": "gaussian-splatting",
    "num_iterations": 30000,
    "total_train_time": 932.90253,
    "resources_utilization": {
      "memory": 5339,
      "gpu_memory": 7618,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
    },
    "datetime": "2024-06-04T17:14:33+0200",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "tanksandtemples",
      "color_space": "srgb",
      "evaluation_protocol": "default",
      "viewer_transform": [
        [
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          0.001913,
          0.00391
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        [
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          -0.015469,
          0.194658,
          -0.01092
        ],
        [
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          -0.015489,
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        ]
      ],
      "viewer_initial_pose": [
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        ],
        [
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        ],
        [
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        ]
      ],
      "scene": "temple",
      "downscale_factor": 2,
      "expected_scene_scale": 4.797956,
      "type": null
    },
    "evaluation_protocol": "default",
    "nb_version": "0.0.16.dev56+g8ee0779.d20240531",
    "hparams": {
      "sh_degree": 3,
      "white_background": 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,
      "random_background": false,
      "convert_SHs_python": false,
      "compute_cov3D_python": false,
      "debug": false
    },
    "checkpoint_sha256": "ea6ca5587cb86198d941270652d47948336b2865465495b8e60e25de541f5649"
  },
  "evaluate_datetime": "2024-06-20T14:24:00",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 25.36777,
    "ssim": 0.84761,
    "mae": 0.04379,
    "mse": 0.00741,
    "lpips": 0.17017
  },
  "metrics_raw": {
    "psnr": "4onYQY6bz0Fpt8tBSKfGQcNHyEH3LsZBD+zMQUve0EGa/c5BhBDhQbF80kHibNhBxpDaQTXsp0E4y+5A/ODTQW62xEGKrLhBJuDCQaK4yEGg5MdBPNjMQU8CuEE5AfJBNYXMQfKLz0GmyN1B7YDnQRQs3UEE0t5B8iXgQT2q60GDY8hBodjWQYKcyUHcCM5BASOtQbTvwEGvF8FB",
    "ssim": "0YZeP7e2Vj8dg1s/vRxWP8kyWD966Vc/ToJUP9vkSz8ST1I/3WZgP/3kVz9SiV0/iAZkP7VxXj9rQcM+m9lkP4HdXz+2RE4/W4JiP6jUXD/zHF0/T+ZbP3IEVD+W12M/q7NWP2j2Wj8QTF8/mABlP1g8Wz9SsVs/VQZkP1vwZz8cnVk/zU5iP39FZD9Xb1s/i5ReP1BsWj+YOFo/",
    "mae": "E2niPOnZCj2baBI9iZcJPQe4HD0B7jc9hzYQPTQ/6jxBwwM9nHm8PERSBj3lFeQ8Luj2PAHIjz1IcKw+0mz0PL1THT1DVDg9MGwzPSdoJT190iM9WnAlPYTRaT3q5Z48sVghPW5mBz0BO8Y8pKa1PLPO3Tw2T8s8Y0LSPEP0qjwy9iQ9kl8DPZ6QJD0jKQs9cxOMPTmnOj185zg9",
    "mse": "BMAAOxR9JjsYODo7zG5XO+CTTTvrXVo7LN4zO0GOIDu+eCk7hXfJOjE/GTulKwE7UujyOsFuAjzhrjc+sjoTO0zPYzvrEqE71S1wO0D8Sju/4U8770Q0O7gvpDskcnc6u/U1O/XHJjvyat06X2KnOptZ4TrH6NY6y9nOOnV9lDrw70w7RC0HO9LZRTsfMy47OYPgO0/3fTu403w7",
    "lpips": "PqIhPq5aPz5hkhs+BBIlPgXdEj76MzI+cdsrPtIHYz5iNDQ+uFIUPhv9JT56VA4+QbMYPlLhKD6S324/Gt8VPo92Ez5tShI+zcvMPdBBFj7OB+Q997kcPkUzLD5tqiE+oKocPm//Dz4adwo+aybqPf6qTz7vIxI+c1oYPlS5Dz7bKBw+lp4ePo4Y9T2RHy8+CtjoPZu+Dj7FdtM9"
  },
  "metrics_sha256": "3784616de45ad74dc2a93efc3f7593a1b83bd1bd794ddcaebdb40cd1ea5193a1",
  "predictions_sha256": "398cfa3ace401edd10d68ae5379a064b76432537be5548566af6a7f0d9dcc0a4",
  "ground_truth_sha256": "b56e3fdcb66427f9a37ed74c5d83740981cda36763bc94148638c9235ff32dd5",
  "evaluation_protocol": "default"
}