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nerfbaselines

arxiv:2406.17345
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nerfbaselines
File size: 10,715 Bytes 
1f77fc6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "render_datetime": "2024-06-21T19:11:06",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
    "name": "blender",
    "scene": "ship",
    "color_space": "srgb",
    "type": "object-centric",
    "evaluation_protocol": "nerf",
    "expected_scene_scale": 4,
    "viewer_transform": [
      [
        0.015239,
        -0.242022,
        0.01308,
        0.0
      ],
      [
        0.242374,
        0.015261,
        -1e-06,
        0.0
      ],
      [
        -0.000821,
        0.013054,
        0.242502,
        0.0
      ]
    ],
    "viewer_initial_pose": [
      [
        -0.062749,
        -0.768168,
        0.637166,
        -0.623771
      ],
      [
        -0.998024,
        0.046133,
        -0.042669,
        0.041772
      ],
      [
        0.003382,
        -0.638584,
        -0.769544,
        0.753366
      ]
    ],
    "background_color": [
      255,
      255,
      255
    ]
  },
  "nb_info": {
    "method": "nerf",
    "nb_version": "0.0.16.dev63+g7840983.d20240612",
    "num_iterations": 1000000,
    "total_train_time": 84650.64309,
    "resources_utilization": {
      "memory": 5089,
      "gpu_name": " NVIDIA A100-SXM4-40GB",
      "gpu_memory": 10496
    },
    "datetime": "2024-06-21T19:11:06",
    "config_overrides": {
      "config": "blender_config.txt"
    },
    "dataset_metadata": {
      "name": "blender",
      "scene": "ship",
      "color_space": "srgb",
      "type": "object-centric",
      "evaluation_protocol": "nerf",
      "expected_scene_scale": 4,
      "viewer_transform": [
        [
          0.238465,
          -0.056711,
          0.023961,
          -0.0
        ],
        [
          0.055637,
          0.239551,
          0.01326,
          0.0
        ],
        [
          -0.02636,
          -0.007426,
          0.244757,
          0.0
        ]
      ],
      "viewer_initial_pose": [
        [
          0.184904,
          -0.267396,
          0.94568,
          -0.938875
        ],
        [
          -0.982129,
          -0.084653,
          0.168094,
          -0.166885
        ],
        [
          0.035107,
          -0.959861,
          -0.27827,
          0.276267
        ]
      ],
      "background_color": [
        255,
        255,
        255
      ]
    },
    "evaluation_protocol": "nerf",
    "hparams": {
      "config": "/tmp/tmp7jlpen7m",
      "expname": "tmpq00kklpo",
      "basedir": null,
      "datadir": "./data/nerf_synthetic/lego",
      "netdepth": 8,
      "netwidth": 256,
      "netdepth_fine": 8,
      "netwidth_fine": 256,
      "N_rand": 1024,
      "lrate": 0.0005,
      "lrate_decay": 500,
      "chunk": 32768,
      "netchunk": 65536,
      "no_batching": true,
      "no_reload": false,
      "ft_path": null,
      "random_seed": null,
      "precrop_iters": 0,
      "precrop_frac": 0.5,
      "N_samples": 64,
      "N_importance": 128,
      "perturb": 1.0,
      "use_viewdirs": true,
      "i_embed": 0,
      "multires": 10,
      "multires_views": 4,
      "raw_noise_std": 0.0,
      "render_only": false,
      "render_test": false,
      "render_factor": 0,
      "dataset_type": "blender",
      "testskip": 8,
      "shape": "greek",
      "white_bkgd": true,
      "half_res": false,
      "factor": 8,
      "no_ndc": false,
      "lindisp": false,
      "spherify": false,
      "llffhold": 8,
      "i_print": 100,
      "i_img": 500,
      "i_weights": 10000,
      "i_testset": 50000,
      "i_video": 50000,
      "exp": null
    },
    "checkpoint_sha256": "69f33c268443796386f567b3eb0353a7f7ec429489d48c338dd70add5e531e6c"
  },
  "evaluate_datetime": "2024-06-21T19:52:47",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 28.79564,
    "ssim": 0.85929,
    "mae": 0.0155,
    "mse": 0.00141,
    "lpips": 0.13744,
    "lpips_vgg": 0.20973
  },
  "metrics_raw": {
    "psnr": "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",
    "ssim": "UxtOP+qgTT8yb04/NM9fP+GBYD/o4mA/9DlhP6mFYT9ZX2I/BrFiP4KOYz8acWQ//AplP5L2Tj9EEmY/Ei5nPx6raD9gumo/N4JsP8vlbD+3pm0/DWBuP/1zbT/Mzmw/UyxQP6igbD8myGw/mvpsP9d4bD8GXms/N5RpP9J7aD+b3Wc/yaBnPxIAaD8rmVE/Bg1oP+GrZz/csmY/+5plPw6tZD8bQWM/yHJiPzARYj84p2E/DDFhP05VUj94mmA/5A5gP24fXz/N/10//yZdP+1aXD84Hlw/nvpbP20RXD9WOlw/YPpSP1BbXD+XPFw/4kNcP9ErXD8dElw/ND9cP12DXD/W8Vw/eCxdPyhLXT8lk1M/AdlcP0iIXD+uoVs/SAtbP/6XWj8xhlo/JDRaP3JXWj/+flo/WoRaP4+zUj/iOFo/ZTpaP93dWT/1sFk/AbVZPzYLWj/eJFo/Tu9ZPwRxWT/jIFk/GW5QP4fUWD+QZ1g/hKdXPxoCVz9azVU/Ir1UP+X1Uz8EQlM/7IFSPzPGUT/JgU4/kzFRP7VqUD8vlE8//QFPPwNxTj+n+k0/a7lNPxcITj+5bE4/BJdOP7eUTT+wEk0/EcNLPz1TSz8POEs/T3FLP7LSSz+UY0w/uV9NP5RrTj9TPE8/BUlNP0z8Tz/PQVE/kIRSP/T4Uz/og1U/O0FXPwz5WD9vYFo/HBtbP3VUWz9f3Ew/6ShbP/kvWz+EU1s/TWBbP31AWz8kxls/Hc9bP2unWz8Q0Fs/vRxcP+bLTD/ZUlw//DtcP6CBXD9dflw/0epcP7+JXT+cuV0/o/ddPx4RXj/MFl4/cTNNPxZFXj9ynV4/MfheP3M9Xz9VPF8/T4ZfP/iuXz+HyF8/QPZfPxxKYD8rwk0/IR9hP+6vYT87RGI/Ff1iP/u/Yz+hpWQ/wFZlPz2GZT/95WU/SjFmP2I/Tj+8YGY/JLNmP5/RZj+PXWY/Y5llPw84ZD9K12I/1KdhPwNaYD/dTF8/AVxOP4nGXj+mnl4/RYpePyI8Xj/G/10/hiNeP/O3Xj81tl4/6gNfP57BXz8=",
    "mae": "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",
    "mse": "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",
    "lpips": "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",
    "lpips_vgg": "g1N5PqRMeD5klXQ+tN5GPm+JRD6cTkM+g/9APrR5QD5wGDw+Jzw6PgJ9OD50iDI+Vp4vPvGycT5z+Ss+/Y0lPsZyIj608R0+0KEZPtqaFz5w5BY+QV4VPqNJFT7UyBQ+ktVxPkOVFD7B9BM+6TEWPqjsGD7v7ho+5BUePp61Hj5IviI+jOQhPtpwIj4y8G4+Z9EhPu/yIz5MuyU+eUsrPuXfLj6gsTM+V4w4PsJwOz62Aj0+XgtCPgkFbD7Q40I+BrFGPmszSj6IOkw+UMRQPls1UT6ew1M+8Z9WPs/jVj65+1g+3uxrPgjvWD7+jFk+AW5YPnPeVz7Mjlg+kDNZPkEWWT5oLls+WNddPmxEXT5B+Wk+CKFfPipSYj6mqGY+wCBnPs4CaT5eNWk+0DJrPor/bT52b24+zrtvPsW6bz4jb3E+RmpxPi3acz76TXY+EHl3PqCqeT7miXc+YsZ4Ps7hez5V3Hs+Xgh0Pvn3eT5s33o+3n98PoS8fz63hIA+imyAPo+ggT7gI4E+V6mBPjbqgT7+dXo+2GuCPg43gj50aoI+8diCPsXQgT5fY4A+2z1/PgwVej42Hnk+0o55PvRSez4oXXw+0E1+PlLxez7MMX0+07F7PkV0ej7b0Hc+not1PnLgcj7shXI+6DN2Piaacj4V8Ww+uCVpPmSGaT5stGU+bJBjPhn/Xz6mOl4+qGhaPjSEWj7XhXY+pkNaPqLwWT7s5Vo+x+9YPo2VWj4foVg+W/RYPhSxWD6u5Fg+Lg1ZPm1SeT7Sglg+9f5ZPrifVz4JJlc+S/NVPq60Uj4MelM+JRFTPtfmUD7AL1I+m3h3PiuhUj6tSFI+J4dSPjAFUT6A6FI+V1ZRPjV9Tj4IOU0+nJRLPv6USz6boXc+RIRHPhWlRz646UU+BpREPgBvQj5E4UE+ypw/PgVgPz6GZj4+thA8Pj5xdT61Jj0+8M47Ph0dOT4PKTo+ySQ7PhiQPj7gSEI+mOhDPj52SD7oJk4+8uJ0PmIzUT6xNlE+n8hQPhx5UT6FlFI+NK1RPrdqTz5eZE4+phpMPjzGSD4="
  },
  "metrics_sha256": "4502168f656f0173e33e433cd18239f7a3876e1110f439f23529c1d9d1fc872b",
  "predictions_sha256": "f992e87eb63041357f52d8cb855d0c18e35716b377543a58b829beda753e7222",
  "ground_truth_sha256": "945340a8f78f4eb571d2fa237f242ed76a2cf863f947eb407092e5b9497dfa77",
  "evaluation_protocol": "nerf"
}