gaussian-opacity-fields/tanksandtemples/meetingroom.json

{
  "render_datetime": "2024-06-25T09:17:35",
  "render_version": "develop",
  "render_dataset_metadata": {
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    "color_space": "srgb",
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    "scene": "temple",
    "downscale_factor": 2,
    "expected_scene_scale": 4.971565,
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  "nb_info": {
    "method": "gaussian-opacity-fields",
    "nb_version": "develop",
    "num_iterations": 30000,
    "total_train_time": 2428.15574,
    "resources_utilization": {
      "memory": 4259,
      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 23862
    },
    "datetime": "2024-06-25T09:17:28",
    "config_overrides": {
      "use_decoupled_appearance": true
    },
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      "color_space": "srgb",
      "evaluation_protocol": "default",
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      "downscale_factor": 2,
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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": "2a8dad164c95a3bb31ddb35e4ea8c41fe8fedfaac8e27382f997ee14e7191eca"
  },
  "evaluate_datetime": "2024-06-25T09:18:16",
  "evaluate_version": "develop",
  "metrics": {
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    "ssim": 0.86233,
    "mae": 0.04142,
    "mse": 0.00472,
    "lpips": 0.13986
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    "lpips": "ZyTwPXgvAz6Bl+w9svQRPsk+3D0j0Qc+UdzPPSU4sD3pG/M9aogPPpjJpD1xMBw+3yhsPnqFBD6R9wM+saYLPpqe0j2Y5gI+UHv0Pa/cHD7QlQc+ktUSPt/XFD4MMS4+91ZjPgmHQz7vrRc+HvhZPklxYz6A7lI+JoToPeK7Hj6iEgM+mn4GPhtIBz71W/89WEitPVmX1j0wnu09XqwYPurlTT6hLgI+TJTdPWlY7D3JBfo9KSICPtb3QD4="
  },
  "metrics_sha256": "9ff8abf4acae31312a0594b7e736d35fcb24bec651ef6e5023e50a2a32bdd193",
  "predictions_sha256": "b4cf3eeb36528790383d87de84225e759f65549662337a36ec6eb9abf8d834f6",
  "ground_truth_sha256": "e1624db83ae56b7df0e88e4e48fa398de067989857432655cdcfc77dc03d0808",
  "evaluation_protocol": "default"
}