gaussian-opacity-fields/mipnerf360/counter.json

{
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    "scene": "counter",
    "downscale_factor": 2,
    "expected_scene_scale": 4.386058,
    "type": "object-centric"
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  "nb_info": {
    "method": "gaussian-opacity-fields",
    "num_iterations": 30000,
    "total_train_time": 3959.60482,
    "resources_utilization": {
      "memory": 5144,
      "gpu_memory": 12946,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
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    "datetime": "2024-06-07T12:46:14+0200",
    "config_overrides": {},
    "dataset_metadata": {
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      "color_space": "srgb",
      "evaluation_protocol": "nerf",
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      "type": "object-centric"
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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": "163024ef66be0842ab117c9fe1d9d5389bf167cc6921062902a087d42339b4c3"
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  "evaluate_datetime": "2024-06-19T22:42:11",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
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    "mae": 0.01863,
    "mse": 0.00142,
    "lpips": 0.15319,
    "lpips_vgg": 0.2577
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  "metrics_sha256": "77fbebb3b6f47fccb9c86ae27fefec50c1e5abe55eec4e3dab283e5711bf500c",
  "predictions_sha256": "3bfb09e3f63cd390d5bb8a70e43c4d47cd4e2ce8812e910958514a1668094f87",
  "ground_truth_sha256": "c0c4b2e6b6bc236841ea1675d0aab00ee3a4fac416946bd30c1fd26daf624027",
  "evaluation_protocol": "nerf"
}