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nerfbaselines

arxiv:2406.17345
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nerfbaselines
File size: 5,185 Bytes 
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{
  "render_datetime": "2024-06-25T09:12:40",
  "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": 4.657327,
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  "nb_info": {
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    "total_train_time": 2151.68955,
    "resources_utilization": {
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      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 12596
    },
    "datetime": "2024-06-25T09:12:35",
    "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": 4.657327,
      "type": null
    },
    "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": "1a250a67c49406824840d16808bf4e15f934a99df2b483e6568440080840d632"
  },
  "evaluate_datetime": "2024-06-25T09:13:10",
  "evaluate_version": "develop",
  "metrics": {
    "psnr": 24.76269,
    "ssim": 0.90088,
    "mae": 0.04961,
    "mse": 0.00459,
    "lpips": 0.1577
  },
  "metrics_raw": {
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    "ssim": "KTlXP2QYaD+i8m0/m7RqP8y5ZT8ewWw/6AJsP0FVXz9sGlA/EbZSPybkXD/LMGY/6KpePwkqaT/0l2I/YLFaPwVFYz/6vnQ/9/hrPwvIbj+GEWw/6h5pP833cT9CO3Q/satpPz/ccz+MhGw/gqw5P5/Iaz8jXm8/mZttP0+tUT9rGnE/qs5uP5rtbz82F3E/K59lP0wNaD8=",
    "mae": "fEdyPbmtjj1JctE8ZW+bPNTheD0PjBg9v92mPLca3zxkq9k8u2oKPa/+Qz1nXhc9wGHlPLbv9DwMVBk94d//PIZrez1O0sI8IBrWPMPWTD2gHIo9byOyPQmbmz2pSok93leZPckQsz3mILM9wJp/Pe+R/T1JKMI9mzBfPfoV6DxVl4o9uWvGPLEV7zxwtg89P1G6PK5tMD0=",
    "mse": "HmvDO4bSzDvYQ7E6quhLOrLbrTtpbw87hb6DOu9oyjopTDs7AzZWO+kCpDu+oz47evoFO3Dj8zqQoiY7Fr/+Ou4frzsZ4n86FMa2OmEecTsW5dA7f30iPAjzADzD3Nc7hcv2OyHPGjzBxDQ8gzr8O8K2nzz+2So8oSSGOzrU9zqhL7A7stSbOhOitDpNkO06VVWIOrC3UDs=",
    "lpips": "TiUxPiAFGj7umfA9GEnaPRknHj60Xt09yonUPfiBVD4V23s+NMlTPuDRXT6rkSM+6AdAPtMb9D16DxQ+1OIRPvQs/T06DAc+EFD4PQriAz62WTE+qIw1PnZwJT4oEzU+3HY2PmfYNj7Geyg+ARmrPizeGD6Rkeo9hLvWPVL5UD6zBfU9jtIBPk5NDD4+WPM9UiI1PiA4Fj4="
  },
  "metrics_sha256": "494724732640a48458279ea2d11d87c76e299f14ef2b635dc39100d8faeeebe3",
  "predictions_sha256": "1cee1f50437b11b4336c340480c0e344c4f747a077f07010dc5ff4538ed9acc5",
  "ground_truth_sha256": "d0d12132eb707d1ec40b570b7ef67dc5051c8765591a12263f15bd7af5315c3e",
  "evaluation_protocol": "default"
}