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nerfbaselines

arxiv:2406.17345
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nerfbaselines
File size: 4,897 Bytes 
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{
  "render_datetime": "2024-06-20T16:37:08",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
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    "evaluation_protocol": "default",
    "viewer_transform": [
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    "viewer_initial_pose": [
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    "downscale_factor": 2,
    "expected_scene_scale": 5.057016,
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  "nb_info": {
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    "total_train_time": 722.20134,
    "resources_utilization": {
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      "gpu_name": "NVIDIA A100-SXM4-40GB"
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    "datetime": "2024-06-02T12:47:35+0200",
    "config_overrides": {},
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      "color_space": "srgb",
      "evaluation_protocol": "default",
      "viewer_transform": [
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      "scene": "temple",
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    },
    "evaluation_protocol": "default",
    "nb_version": "0.0.16.dev56+g8ee0779.d20240531",
    "hparams": {
      "sh_degree": 3,
      "white_background": false,
      "kernel_size": 0.1,
      "ray_jitter": false,
      "resample_gt_image": false,
      "load_allres": false,
      "sample_more_highres": 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,
      "convert_SHs_python": false,
      "compute_cov3D_python": false,
      "debug": false
    },
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  },
  "evaluate_datetime": "2024-06-20T16:37:32",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 20.54612,
    "ssim": 0.80516,
    "mae": 0.06388,
    "mse": 0.00995,
    "lpips": 0.2258
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    "mae": "5Xs3PakvUz1tAnA9ZNKiPZt6yT3fcvM9S/VNPeLDuj0oWlE9E5aLPToGiT0uQag9OK7hPZEvyz1nnzE9Bj6bPWWAaD1C9s08O5c4PaFhVD07DKc9Hyo0Pa/0Yz2+Dlg9rlc2PRxygD2mfIA9M0s9Pdm6Rz3886I9uheMPVP+Vj0tCyk92d2SPbafhj2sa3o9RHuIPfFdWD0=",
    "mse": "YneaO1d66Du7m9E7XGI6PAtIizzcvq88O0vGOwuTWDxkb+U78yY2PB/NiDyDaXM8I2S2PCfyqjw6+P47xSIlPGUrKjzTfRo7huC3OxuWwTtg33w8eHzhO1YgNjxAB7E7uS+5OxYnDTzQr0Y8HlGxOyTUjTs5Mxo8AiERPN3ExDvRq4I7b8RfPDm2QjxXAQ08a2opPJCNBTw=",
    "lpips": "CWZSPmcYAz6ydQc+J2FaPhWNpT3ro4E+vkaVPqPmVz7qM2E+xlySPiFjPj48RqA+xjH/PlB4oj50TJ8+tIqDPrQIdj7pyh4+w3dkPjinYD5HJbo+/lJKPo7jqz6MD5s+LrKePq4Tgz64QG4+8uGoPWP4HD7Undw9PcZcPmBF9z1w3gU+8G84PucILD77a2g+DCNrPrEzZj4="
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  "predictions_sha256": "9ae49dfbc72ae5e9ee6aa190d77c2116d298c19b2805e8667f7de56350222dd2",
  "ground_truth_sha256": "4cb6845b0316b29da6d353b2c285c521408c876dc2d9b6a9c5ea7550cc950b35",
  "evaluation_protocol": "default"
}