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nerfbaselines

arxiv:2406.17345
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nerfbaselines
File size: 4,686 Bytes 
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{
  "render_datetime": "2024-06-25T09:18:31",
  "render_version": "develop",
  "render_dataset_metadata": {
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    "color_space": "srgb",
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    "datetime": "2024-06-25T09:18:19",
    "config_overrides": {
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      "color_space": "srgb",
      "evaluation_protocol": "default",
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      "scene": "temple",
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    "hparams": {
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      "white_background": false,
      "kernel_size": 0.0,
      "ray_jitter": false,
      "resample_gt_image": false,
      "load_allres": false,
      "sample_more_highres": false,
      "use_decoupled_appearance": true,
      "scale_coords": null,
      "iterations": 30000,
      "position_lr_init": 0.00016,
      "position_lr_final": 1.6e-06,
      "position_lr_delay_mult": 0.01,
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      "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
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    "checkpoint_sha256": "56e7a5d880c3aa00f949d0cefb232c2de6c6cfceae17485032f0838e2b7efdb1"
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  "evaluate_datetime": "2024-06-25T09:18:47",
  "evaluate_version": "develop",
  "metrics": {
    "psnr": 22.31493,
    "ssim": 0.87499,
    "mae": 0.04897,
    "mse": 0.00646,
    "lpips": 0.08408
  },
  "metrics_raw": {
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    "ssim": "tfFYP71JbT/+j18/93lfP7AxXD8RmGc/Y8RoPwbXXT8e0Vw/7dBVP5LsYz8Fql4/o7ZjP4+/Wj9B3GA/QHFnP6uDVj+Lm18/VC9ePw==",
    "mae": "TsUzPbuoDD0rySw9CmQkPdN4KT1OzAI90dwaPWVYcT1qan09eZF7Pb56Uz3YqlA9uPQhPWq/cj2YNFM9ckMWPQJ7hD3vxHY9bRJ+PQ==",
    "mse": "5Xi/O6A7VzsaZKc7L7GGO4cZjztmDzc7RnVfO17zETxllQw8Y/9HPBSw6Durl8w7jGOCO94BBjz7c9w7W0JAO/a5JzyOFSU8/oMOPA==",
    "lpips": "QQX1PczRaT3t+Z89brKdPbEhnD0aj4s9By+BPZyk1z2ovdQ9WwbiPSLanz0aro497OOaPWJ4sj0fQ5093YKDPTeKvz2QCNg91mu0PQ=="
  },
  "metrics_sha256": "629f301bd7d34ed423ee188235ec7ff0f8b98c94d0a12b0190efe95e7c70e34f",
  "predictions_sha256": "e89089532fd6ddedbc340b1596cdc7944465afe42038c2664538c0c527897364",
  "ground_truth_sha256": "1e12056527d40102d6cedd83326e0d6ae17060475fc9a22eab7882273127583b",
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}