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nerfbaselines

arxiv:2406.17345
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nerfbaselines
File size: 5,058 Bytes 
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{
  "render_datetime": "2024-06-20T14:15:19",
  "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": 5.024668,
    "type": null
  },
  "nb_info": {
    "method": "gaussian-splatting",
    "num_iterations": 30000,
    "total_train_time": 691.26405,
    "resources_utilization": {
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      "gpu_memory": 6028,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
    },
    "datetime": "2024-06-04T17:10:13+0200",
    "config_overrides": {},
    "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": 5.024668,
      "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": "a5f3ed6aff09b11070c091c99688081310506119426f2a93480632a84286803a"
  },
  "evaluate_datetime": "2024-06-20T14:15:52",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 23.38362,
    "ssim": 0.79066,
    "mae": 0.05227,
    "mse": 0.00665,
    "lpips": 0.18952
  },
  "metrics_raw": {
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    "ssim": "K7tYP64jZj+Vn18/tHtbP5pCVz9ni1A/1FJcPxQ5Qz91FEY/0rY/P7iDTT+OSFE/qlJCP6QdTD8hlEk/4sxRP78+QT/68lY/NFNQP7snSz+UWj8/V6I+P3WnVT8uh1k/xeUlP6gGQD/RlUM/Pc5IP1lQRD9zZUs//MZJP4nXNz/NbVk/DPlXP1evNz/9jz8/nX1lP4N9RD8Ls0A/LxpJP2ypFT/DQFU/siJTP5qsRD/x4EY/LABOP9j9TT+eVT0/",
    "mae": "HiZBPZYYpzxH/a48FmfDPPAy6zyC5A89r67pPIiFZz06IDk9u1xwPaUxID0yPzA9VCtjPfX5Mj0s3yQ9U00oPbp4WT1PDA499S7fPHV1Az2H/ks9w0HNPfg3Kz08Swk9lCz0PZ8SYT3oSxI+PQlLPcj6hD1LmQ4+XkiFPX0kUj0ujGI9pKAyPUhIgT0Mgqo9b7qsPMgPCz3I00Q94PsjPdWeBj5hUyk9Gn9JPczpVD2lJEs97NMrPahVAD3m3BM9",
    "mse": "1xOUO7MwZzpr0H46ohKoOgwJ8TpEgzI7UzTwOhYaxjssv5c75I7dO5cKgzuoFJM7IQvnO5TgiTtw9YQ7HxNvO//6uju20xo7xqXZOtdIFzvWY7Q7LnmEPNBunjsCfiI74aipPK6P0jsHfQs9i52oOxtO8DvV5AU9+b0APN+nwjv/qds7ScGRO9cWATwUGEc8ozF+Ose3MztjrZQ7IKF+O4xt0jxvj3A7hPjjOzbdujvpd7Q7X4ZcOwuZETv2Pjo7",
    "lpips": "6DcNPq1R5T0zHvM95AkFPpoG/T27VxY+TFfbPWo7Dz5pmVo+4gyAPkYgSz7FejA+u95APiiNPD7A4D0+sI5IPlupdD78tAw+7g8uPnT5NT4Cryw+UbxHPlIqGz4ubAU+ijyJPhsQRD6ZF4w+0ulTPlvQcz6QsYs+me2CPsxZbD6qdRk+0NUXPtfGmz5u54c+tq3pPeHoMz4seTo+zN00PqJBrD7vpyE+WPQwPrK+Nz4fTGY+adEpPjISLz4u6YU+"
  },
  "metrics_sha256": "c340088681c16c1f110f612469a90a3e116c03b1b1d12e521b4123cf665a049f",
  "predictions_sha256": "f76adb6f3df19331f376303028dc16503260389d8662fb68d9903694e9364f84",
  "ground_truth_sha256": "e5e2314f9533ba1c2dfb3c5af5fa4c825dec3605bd526422ce76b823eb35c8bd",
  "evaluation_protocol": "default"
}