gaussian-opacity-fields/tanksandtemples/church.json

{
  "render_datetime": "2024-06-25T09:25:05",
  "render_version": "develop",
  "render_dataset_metadata": {
    "name": "tanksandtemples",
    "color_space": "srgb",
    "evaluation_protocol": "default",
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    "scene": "temple",
    "downscale_factor": 2,
    "expected_scene_scale": 5.881043,
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  "nb_info": {
    "method": "gaussian-opacity-fields",
    "nb_version": "develop",
    "num_iterations": 30000,
    "total_train_time": 2881.41265,
    "resources_utilization": {
      "memory": 4673,
      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 37324
    },
    "datetime": "2024-06-25T09:24:55",
    "config_overrides": {
      "use_decoupled_appearance": true
    },
    "dataset_metadata": {
      "name": "tanksandtemples",
      "color_space": "srgb",
      "evaluation_protocol": "default",
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      "downscale_factor": 2,
      "expected_scene_scale": 5.881043,
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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": "ae3b9d097f7dcbb823f9f715c5303d992c9d1ca7ca272fcac8476e642c504bb4"
  },
  "evaluate_datetime": "2024-06-25T09:26:01",
  "evaluate_version": "develop",
  "metrics": {
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    "ssim": 0.77541,
    "mae": 0.08367,
    "mse": 0.01563,
    "lpips": 0.20808
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  },
  "metrics_sha256": "a5c40cfd40a19bed1e25cd17a8564893c17f2409e8b5238649e67e9de9ef1094",
  "predictions_sha256": "a7f4541fdbb441cd936ad4c342ad6f7ef554c7e0b20d702ddc418136c5a9ec58",
  "ground_truth_sha256": "0f765a63b07ed0857386847648f049cfe4bb1078863596782e56d857048b57c5",
  "evaluation_protocol": "default"
}