{
  "render_datetime": "2024-06-21T14:03:17",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
    "name": "blender",
    "scene": "materials",
    "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": "tensorf",
    "num_iterations": 30000,
    "total_train_time": 894.17006,
    "resources_utilization": {
      "memory": 5954,
      "gpu_memory": 21598,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
    },
    "datetime": "2024-06-01T07:35:47+0200",
    "config_overrides": {
      "base_config": "lego.txt"
    },
    "dataset_metadata": {
      "name": "blender",
      "scene": "materials",
      "color_space": "srgb",
      "type": "object-centric",
      "evaluation_protocol": "nerf",
      "expected_scene_scale": 4,
      "viewer_transform": [
        [
          -0.191745,
          -0.12815,
          0.054467,
          -0.0
        ],
        [
          0.130883,
          -0.197508,
          -0.00394,
          -0.0
        ],
        [
          0.047528,
          0.026895,
          0.230593,
          -0.0
        ]
      ],
      "viewer_initial_pose": [
        [
          0.908305,
          0.066228,
          0.413032,
          -0.394553
        ],
        [
          -0.355399,
          0.642937,
          0.678471,
          -0.648117
        ],
        [
          -0.22062,
          -0.763051,
          0.60752,
          -0.58034
        ]
      ],
      "background_color": [
        255,
        255,
        255
      ]
    },
    "evaluation_protocol": "nerf",
    "nb_version": "0.0.16.dev56+g8ee0779.d20240531",
    "hparams": {
      "config": null,
      "expname": "tensorf_lego_VM",
      "basedir": "./log",
      "add_timestamp": 0,
      "datadir": "./data/nerf_synthetic/lego",
      "progress_refresh_rate": 10,
      "with_depth": false,
      "downsample_train": 1.0,
      "downsample_test": 1.0,
      "model_name": "TensorVMSplit",
      "batch_size": 4096,
      "n_iters": 30000,
      "dataset_name": "blender",
      "lr_init": 0.02,
      "lr_basis": 0.001,
      "lr_decay_iters": -1,
      "lr_decay_target_ratio": 0.1,
      "lr_upsample_reset": 1,
      "L1_weight_inital": 8e-05,
      "L1_weight_rest": 4e-05,
      "Ortho_weight": 0.0,
      "TV_weight_density": 0.0,
      "TV_weight_app": 0.0,
      "n_lamb_sigma": [
        16,
        16,
        16
      ],
      "n_lamb_sh": [
        48,
        48,
        48
      ],
      "data_dim_color": 27,
      "rm_weight_mask_thre": 0.0001,
      "alpha_mask_thre": 0.0001,
      "distance_scale": 25,
      "density_shift": -10,
      "shadingMode": "MLP_Fea",
      "pos_pe": 6,
      "view_pe": 2,
      "fea_pe": 2,
      "featureC": 128,
      "ckpt": null,
      "render_only": 0,
      "render_test": 1,
      "render_train": 0,
      "render_path": 0,
      "export_mesh": 0,
      "lindisp": false,
      "perturb": 1.0,
      "accumulate_decay": 0.998,
      "fea2denseAct": "softplus",
      "ndc_ray": 0,
      "nSamples": 1000000.0,
      "step_ratio": 0.5,
      "white_bkgd": false,
      "N_voxel_init": 2097156,
      "N_voxel_final": 27000000,
      "upsamp_list": [
        2000,
        3000,
        4000,
        5500,
        7000
      ],
      "update_AlphaMask_list": [
        2000,
        4000
      ],
      "idx_view": 0,
      "N_vis": 5,
      "vis_every": 10000
    },
    "checkpoint_sha256": "a28b4813df1f831a0662a04fe7a80d7e5750342720ab27eed0e4bde706b0104f"
  },
  "evaluate_datetime": "2024-06-21T14:08:23",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
    "psnr": 30.07859,
    "ssim": 0.95235,
    "mae": 0.00915,
    "mse": 0.00107,
    "lpips": 0.02577,
    "lpips_vgg": 0.05876
  },
  "metrics_raw": {
    "psnr": "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",
    "ssim": "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",
    "mae": "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",
    "mse": "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",
    "lpips": "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",
    "lpips_vgg": "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"
  },
  "metrics_sha256": "0ff0490da60e6288b219bd457e65026115c9fb66c6005cd04b1d2fa01b916bee",
  "predictions_sha256": "f91556d50d463dd062e809d99de127a016541be4a0e3b26d35b77832faf29b79",
  "ground_truth_sha256": "0c03760970bed3c5aefb1d0623835947e99f0801c7ea3698863f5bbd9a37796d",
  "evaluation_protocol": "nerf"
}