nerfw-reimpl/phototourism/brandenburg-gate.json

{
  "render_datetime": "2024-07-06T08:16:02",
  "render_version": "1.0.1.dev4+g495c4ea.d20240701",
  "render_dataset_metadata": {
    "name": "phototourism",
    "color_space": "srgb",
    "evaluation_protocol": "nerfw",
    "viewer_transform": [
      [
        0.132707,
        0.001245,
        -0.001275,
        -0.00243
      ],
      [
        0.001245,
        0.003132,
        0.132676,
        0.055227
      ],
      [
        0.001275,
        -0.132676,
        0.00312,
        -0.011128
      ]
    ],
    "viewer_initial_pose": [
      [
        0.844871,
        0.112088,
        0.523096,
        -0.34729
      ],
      [
        -0.528038,
        0.017826,
        0.849034,
        0.363258
      ],
      [
        0.085842,
        -0.993538,
        0.074247,
        -0.071567
      ]
    ],
    "scene": "brandenburg-gate",
    "expected_scene_scale": 6.097731,
    "type": null
  },
  "nb_info": {
    "method": "kplanes",
    "nb_version": "1.0.1.dev4+g495c4ea.d20240701",
    "num_iterations": 30001,
    "total_train_time": 1479.73989,
    "resources_utilization": {
      "memory": 212946,
      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 3648
    },
    "datetime": "2024-07-06T08:16:01",
    "config_overrides": {
      "config": "Phototourism/brandenburg_hybrid.py"
    },
    "dataset_metadata": {
      "name": "phototourism",
      "color_space": "srgb",
      "evaluation_protocol": "nerfw",
      "viewer_transform": [
        [
          0.132707,
          0.001245,
          -0.001275,
          -0.00243
        ],
        [
          0.001245,
          0.003132,
          0.132676,
          0.055227
        ],
        [
          0.001275,
          -0.132676,
          0.00312,
          -0.011128
        ]
      ],
      "viewer_initial_pose": [
        [
          0.844871,
          0.112088,
          0.523096,
          -0.34729
        ],
        [
          -0.528038,
          0.017826,
          0.849034,
          0.363258
        ],
        [
          0.085842,
          -0.993538,
          0.074247,
          -0.071567
        ]
      ],
      "scene": "brandenburg-gate",
      "expected_scene_scale": 6.097731,
      "type": null
    },
    "evaluation_protocol": "nerfw",
    "hparams": {
      "data_downsample": 1,
      "data_dirs": [
        "data/phototourism/brandenburg_gate"
      ],
      "contract": true,
      "ndc": false,
      "scene_bbox": [
        [
          -2.0,
          -2.0,
          -2.0
        ],
        [
          2.0,
          2.0,
          2.0
        ]
      ],
      "global_scale": [
        5,
        12,
        5
      ],
      "global_translation": [
        0,
        0,
        -1
      ],
      "num_steps": 30001,
      "batch_size": 4096,
      "optim_type": "adam",
      "scheduler_type": "warmup_cosine",
      "lr": 0.01,
      "app_optim_lr": 0.01,
      "app_optim_n_epochs": 10,
      "plane_tv_weight": 0.0002,
      "plane_tv_weight_proposal_net": 0.0002,
      "distortion_loss_weight": 0.0,
      "histogram_loss_weight": 1.0,
      "save_outputs": true,
      "train_fp16": true,
      "single_jitter": false,
      "num_samples": 48,
      "num_proposal_samples": [
        256,
        128
      ],
      "num_proposal_iterations": 2,
      "use_same_proposal_network": false,
      "use_proposal_weight_anneal": true,
      "proposal_net_args_list": [
        {
          "num_input_coords": 3,
          "num_output_coords": 8,
          "resolution": [
            64,
            64,
            64
          ]
        },
        {
          "num_input_coords": 3,
          "num_output_coords": 8,
          "resolution": [
            128,
            128,
            128
          ]
        }
      ],
      "multiscale_res": [
        1,
        2,
        4,
        8
      ],
      "density_activation": "trunc_exp",
      "concat_features_across_scales": true,
      "linear_decoder": false,
      "appearance_embedding_dim": 32,
      "grid_config": [
        {
          "grid_dimensions": 2,
          "input_coordinate_dim": 3,
          "output_coordinate_dim": 32,
          "resolution": [
            64,
            64,
            64
          ]
        }
      ]
    },
    "checkpoint_sha256": "073f88427f64536325ba067cf13f6f31232bfad196a72ab9d7fe818d0753ad69"
  },
  "evaluate_datetime": "2024-07-06T08:17:13",
  "evaluate_version": "1.0.1.dev4+g495c4ea.d20240701",
  "metrics": {
    "psnr": 23.64653,
    "ssim": 0.85936,
    "mae": 0.05207,
    "mse": 0.00549,
    "lpips": 0.25277
  },
  "metrics_raw": {
    "psnr": "zyGSQTxbyUFglKJBcKq7QXZ/20HDUapBidazQSdg5UHp371BXBXNQQ==",
    "ssim": "OwJDPwcUaD/jqVk/HjthP91oYj8gf1M/Yx9hP8gzYj8tPFo/JIFePw==",
    "mae": "0T/HPQLmHT1t7Zk9j+9XPYMX5TwTj3097Hh3Pe1c2jxKvi49oTQZPQ==",
    "mse": "lTZ0POFORzu2HRg8vsiTO8B57DoOevM7DCG5O/v0sTpWroo73ggzOw==",
    "lpips": "WqrEPuZ0Qz6f7rI+o6EpPglHhj5bnJg++85bPtkoUD7Z/4w+T2I8Pg=="
  },
  "metrics_sha256": "f9b09a47c2e2d2a22907d8b63d29e8d841d7eccf913dc5b33ab2dfe90c4d1398",
  "predictions_sha256": "b60753135ee31899d88122dfae7d0c8e2e780c070cb4cc8c20ca4eb801219cb6",
  "ground_truth_sha256": "dae4a21158394240acdb9cd1159a0ca70fe26b19bc66dd98e657e1948e89bbb6",
  "evaluation_protocol": "nerfw"
}