gaussian-opacity-fields/mipnerf360/flowers.json

{
  "render_datetime": "2024-06-19T22:43:29",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
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    "scene": "flowers",
    "downscale_factor": 4,
    "expected_scene_scale": 4.103286,
    "type": "object-centric"
  },
  "nb_info": {
    "method": "gaussian-opacity-fields",
    "num_iterations": 30000,
    "total_train_time": 3205.51755,
    "resources_utilization": {
      "memory": 6515,
      "gpu_memory": 34436,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
    },
    "datetime": "2024-06-07T12:34:02+0200",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "mipnerf360",
      "color_space": "srgb",
      "evaluation_protocol": "nerf",
      "viewer_transform": [
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      "downscale_factor": 4,
      "expected_scene_scale": 4.103286,
      "type": "object-centric"
    },
    "evaluation_protocol": "nerf",
    "nb_version": "0.0.16.dev56+g8ee0779.d20240531",
    "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": 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,
      "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": "02d19e980ad0043aa6dc9b15dfc5212d298f631cfa26ffa12547e4740171f5fd"
  },
  "evaluate_datetime": "2024-06-19T22:44:01",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 21.70954,
    "ssim": 0.63872,
    "mae": 0.05548,
    "mse": 0.00698,
    "lpips": 0.25141,
    "lpips_vgg": 0.30818
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    "ssim": "VKgKPxqyEj/EaAE/DRgVP6wl+T6lmhk/Cy0HP2F+IT/xvic/WUk4P9k5OD+NhCA/Xk0vP4toLT+YLCM/J9A7P0QSND+r+S8/qG8yPzKwOD/bwjE/oSIlPw==",
    "mae": "IxGFPUH6ej1+OYo9R4uCPeW8kj310mQ9eJ2EPRTIYz3GTFc9jepEPRjHMT3NWlY9Dg5OPey1XD2v1lg9c307PZKBTj3asFg9XdFPPXi8RD2OOGE9HnxxPQ==",
    "mse": "sF0LPPOCCzwm4B885JsaPEoYOTx6Few7MiEfPP4Y8DvElcw7xFm1O4PJiTsM4L4777+vO8+fzzsnS8I7zZqPOwCMvjtLpsQ7r+q0O4c8rzs6Rec7G0kHPA==",
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  "metrics_sha256": "a368b7fe9cd9111b75ff6b5d4618485da719a57ccc19a758947eaf50e47294d6",
  "predictions_sha256": "2f81c9c79011091a8e5783e9c90eb7a9741a1f84d42cc7c696a8510f5f6737a7",
  "ground_truth_sha256": "566dc093bfaba9c68627f730c7af40f47ef1ddee0e9d4cc07d7a745ccd63d0bb",
  "evaluation_protocol": "nerf"
}