gaussian-opacity-fields/mipnerf360/bicycle.json

{
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    "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": 4271.61866,
    "resources_utilization": {
      "memory": 8318,
      "gpu_memory": 38388,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
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    "datetime": "2024-06-07T12:52:25+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": "404c177a635ae2050c27b7ce3d9bbeb2aaa04bc58ed3c3ca2ac04c575890306c"
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  "evaluate_datetime": "2024-06-19T22:37:41",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
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    "mse": 0.0035,
    "lpips": 0.13832,
    "lpips_vgg": 0.19675
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  "predictions_sha256": "420173986fe25c4aaa75e42360cbb180b566e9862f874889572a06b6ca4a67b9",
  "ground_truth_sha256": "2ad52fcb25ecf8ebade7cecfe9366ddf259c5824ccf5cc276ddf2c1c6d488889",
  "evaluation_protocol": "nerf"
}