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nerfbaselines

arxiv:2406.17345
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nerfbaselines
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{
  "render_datetime": "2024-06-25T08:49:00",
  "render_version": "develop",
  "render_dataset_metadata": {
    "name": "tanksandtemples",
    "color_space": "srgb",
    "evaluation_protocol": "default",
    "viewer_transform": [
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    "viewer_initial_pose": [
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    ],
    "scene": "temple",
    "downscale_factor": 2,
    "expected_scene_scale": 4.971565,
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  "nb_info": {
    "method": "gaussian-splatting",
    "nb_version": "develop",
    "num_iterations": 30000,
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    "resources_utilization": {
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      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 5632
    },
    "datetime": "2024-06-25T08:48:52",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "tanksandtemples",
      "color_space": "srgb",
      "evaluation_protocol": "default",
      "viewer_transform": [
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      "viewer_initial_pose": [
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      "scene": "temple",
      "downscale_factor": 2,
      "expected_scene_scale": 4.971565,
      "type": null
    },
    "evaluation_protocol": "default",
    "hparams": {
      "sh_degree": 3,
      "white_background": 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,
      "percent_dense": 0.01,
      "lambda_dssim": 0.2,
      "densification_interval": 100,
      "opacity_reset_interval": 3000,
      "densify_from_iter": 500,
      "densify_until_iter": 15000,
      "densify_grad_threshold": 0.0002,
      "random_background": false,
      "convert_SHs_python": false,
      "compute_cov3D_python": false,
      "debug": false
    },
    "checkpoint_sha256": "fa820fd4eac3506cc0a5cd084a11ac237842865da9b6e1a5586e072fc33efeca"
  },
  "evaluate_datetime": "2024-06-25T08:49:34",
  "evaluate_version": "develop",
  "metrics": {
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    "ssim": 0.8663,
    "mae": 0.03415,
    "mse": 0.00339,
    "lpips": 0.14081
  },
  "metrics_raw": {
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    "ssim": "2dZlPzujWT/pyV0/4IVfPzBBXT/WX2Y/V8psPxzeZz+ovF0/9w9YP6L/ZD9BM14/l/BaP5AZYD+eM2I/uYJjP6oVZT+pA1w/rSlkP7VeXj823mA/upBYPzEEZD+Qvlc/pkFXP/EcXT+ViWA/0gdWPx0jVT9qPkw/EOhgP4IbYz+FS2c/z4RVPy9HXT9Kylo/JzNpP9C7bD9WjWM/IJ4+P11vQz/Bhmk/IppiP9cvXT/OB1c/C+FVP8i0WD8=",
    "mae": "rZ/CPF+37TzyEiY9+c7yPH4nBj0S9QI9m620PAvx1jz6DtM88uMOPaue8jyPgOM86W75PDUQ6zxkLeU84oTbPJNizTzvyvQ8V3i0PF3e3TyEisc8Bm0DPYqF7TxOegU9WXcSPQW7Dz3tVtQ88iYXPXmeLj351FQ99xv0PHUNCj1ObL88nY9wPftrKz1Wpmw9IiQjPVNYBD22+fE8FyZwPcTQhz1+P788k1gXPdzEAz134xM9c9scPZgzRT0=",
    "mse": "XOj9OkD8UztZoIc7FhRmOypkajshCSE7LlGPOuh1Bjvhwyg75+lPO+YZEDu+wx87cj5iOykjMTvGako79t8gO/mqAzvEDCA7hvLnOpDIFDvzFNo6GrtUO86xGTs3W3Y7iod2OyAcdjsQFiQ7NEBVO8k/ZDvTIuo78UklO7RULTvjvb46IjIHPLRqejslx8s7UpAvO1US7To1JSU7rKsRPAcCHjyK37s61BpVO0dkcztAE4w7BKKPO4u2iDs=",
    "lpips": "2UHXPWrSDT7WTRE+ewEVPuKd7D2DqhU+F7PYPYhauT1/wvQ97ScaPpDTzj0mLBA+tvtDPi8GFT7POg8+nQESPqOtzz11XPw9Yp8CPv9uID6e6gk+Auv+PZMxEj6leiU+VgBAPjmILT4qkAQ+mJY/PvH8XD7Q1EI+GJ3vPfbwGj6Ge/U9ikkPPv7pJj44hzA+/Oi7PZQz0j3Y3fk9mmgcPolPXT4E9fg9LfTrPbHIAz7ItgE+9Ab/PbXxOD4="
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  "metrics_sha256": "58d18375d7ac92b4ccd4598589190f59ba6c319aefa63ec2beed2e9f24ed5921",
  "predictions_sha256": "4855eca5210da095345efd605a076e1782582269f6083797556a0135882d3c02",
  "ground_truth_sha256": "e1624db83ae56b7df0e88e4e48fa398de067989857432655cdcfc77dc03d0808",
  "evaluation_protocol": "default"
}