gaussian-opacity-fields/mipnerf360/room.json

{
  "render_datetime": "2024-06-19T22:49:39",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
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    "scene": "room",
    "downscale_factor": 2,
    "expected_scene_scale": 5.420212,
    "type": "object-centric"
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  "nb_info": {
    "method": "gaussian-opacity-fields",
    "num_iterations": 30000,
    "total_train_time": 4140.92074,
    "resources_utilization": {
      "memory": 5822,
      "gpu_memory": 24264,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
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    "datetime": "2024-06-07T12:49:18+0200",
    "config_overrides": {},
    "dataset_metadata": {
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      "color_space": "srgb",
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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": "f800774bcb62c6694d31eded217944d9c631fa97adc845d61af6cb905aa0b567"
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  "evaluate_datetime": "2024-06-19T22:51:10",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
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    "mae": 0.02167,
    "mse": 0.00275,
    "lpips": 0.16374,
    "lpips_vgg": 0.28182
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  "predictions_sha256": "85ae635f5d991a1742628db471c0c2f88985a9022b930abbf7e446558f071960",
  "ground_truth_sha256": "9bdd71e54d0959e907a14b5604f9701af4b6d3d2f724e64cc748b9fba443ec2d",
  "evaluation_protocol": "nerf"
}