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nerfbaselines

arxiv:2406.17345
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nerfbaselines
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{
  "render_datetime": "2024-06-25T09:21:08",
  "render_version": "develop",
  "render_dataset_metadata": {
    "name": "tanksandtemples",
    "color_space": "srgb",
    "evaluation_protocol": "default",
    "viewer_transform": [
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    "scene": "temple",
    "downscale_factor": 2,
    "expected_scene_scale": 5.013977,
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  "nb_info": {
    "method": "gaussian-opacity-fields",
    "nb_version": "develop",
    "num_iterations": 30000,
    "total_train_time": 2629.91736,
    "resources_utilization": {
      "memory": 4076,
      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 35810
    },
    "datetime": "2024-06-25T09:20:52",
    "config_overrides": {
      "use_decoupled_appearance": true
    },
    "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": 5.013977,
      "type": null
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    "evaluation_protocol": "default",
    "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": true,
      "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": "ce467f6973c55e366c8519b8a486f7dad6ae9754892b06eaf8e84180918a19ed"
  },
  "evaluate_datetime": "2024-06-25T09:21:35",
  "evaluate_version": "develop",
  "metrics": {
    "psnr": 20.3357,
    "ssim": 0.7693,
    "mae": 0.08284,
    "mse": 0.01488,
    "lpips": 0.16184
  },
  "metrics_raw": {
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    "ssim": "mJdIP2IGUD+VUEk/QFgrPxc2Tz8/HUA/ywpBPxhVTj+c5ko/o8xUP7CHRj9zdTY/8BtXP06TTD/t8Uw/m5hZPyb8Kz/lWEI/USJaP/V3UD/61kQ/Ke9MPzGBRD/yjVI/SPgeP2oGTz8G90s/c8BEPwBrHT9UiTs/j24zP1fHQT9bf0E/",
    "mae": "oWQ1PVRmgj1cXc49xPb/PfYjKT0f0vU975coPdzBPz2UYnk9m5RIPRAuej29xZU9pEH+PLFuPT1njjY9jHIVPSPVNT5GMcI9jbplPRpbFD27gcY98GPVPc8/Mj1bwCo96uCzPhtQqz0xNaw9WLWFPWkPKj71hU49+7quPbUzhD0ZLhY+",
    "mse": "8v2ZOwZf9Du/u3k81BjGPGXTnDuOPq08rOSDOynAkTvBIAI8YhutO19fAjwmkSo8Qx8JO7jPnTsrIJg70UxpO6XlJz1a/mc83/wRPMlJZTslg2Y8hbtnPHP4kjvHNIM7xIwHPtI8JTzwszU8ir0XPFWoGj1k0t47xQpPPCkB+Tsiwtc8",
    "lpips": "Xr75PZxAED75SBI+yhZOPnpO/z0kaks+cVwAPrKF5T1gHQA+BMEHPpoC9T1WViE+xlsAPpTQEj7ju/Q9wzvMPXdyUj6eQTo+TXULPn2GFj4FvT0+0MmMPgcaDz57FQA+TGjYPilMFj5ymg8+11D9PXL4gj5S6Bs+nlc/PnN2BD7gv0k+"
  },
  "metrics_sha256": "542c0bc6cde0e07785583b9423fc485d87017e6e5f3231360a9f161befacd6bd",
  "predictions_sha256": "9955ca668a22330667a6c98474a3020c978e4b28c114eb888b1b18bb7073688e",
  "ground_truth_sha256": "0e3a2bb9495d9ab131e3e5c95c4c836988ab7e7836599f7fe7b7eab78ceb8e93",
  "evaluation_protocol": "default"
}