gaussian-opacity-fields/mipnerf360/garden.json

{
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    "scene": "garden",
    "downscale_factor": 4,
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    "type": "object-centric"
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  "nb_info": {
    "method": "gaussian-opacity-fields",
    "num_iterations": 30000,
    "total_train_time": 4411.52887,
    "resources_utilization": {
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      "gpu_memory": 35420,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
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    "datetime": "2024-06-07T12:54:03+0200",
    "config_overrides": {},
    "dataset_metadata": {
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      "color_space": "srgb",
      "evaluation_protocol": "nerf",
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    "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": "b0cf9e58e8b02e04b9c2e43e16ab808543f96469eaa360d5d6dd97512ed1b8d1"
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  "evaluate_datetime": "2024-06-19T22:46:23",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
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    "mae": 0.0273,
    "mse": 0.0022,
    "lpips": 0.07321,
    "lpips_vgg": 0.1148
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    "mae": "kMUSPaMSGz0f3NI8OQsQPfNOTD3alMg8LJWvPDXCujxsatg883jOPCrkxzz6UL08yGPXPD7PqTzVpLU8zkv3PE7a3jyL9Jk8DzXoPCShyTztu7I8qZnuPFJw7Dy6Xss8",
    "mse": "2oKPO160iztyHc86hDNcO7kiNjwFTd86OyWMOtWomTokT+g6R4nWOpjR4zpDPKQ6nMbZOrNSfjrODoU6TUcmO4p+2TrLdUY6VCXKOsulkzqcAo46Fv4aO40H7DoNb6M6",
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  "predictions_sha256": "501f086941a35c3dcf6201bf9a6d09d4b8b9f372213b466e29909123ccab40f9",
  "ground_truth_sha256": "d005b4c083846158cd38d9255dda8b6d4f23aa71d00f75ad900ff9a32443905a",
  "evaluation_protocol": "nerf"
}