nerfw-reimpl/phototourism/brandenburg-gate.json

{
  "render_datetime": "2024-07-05T07:55:51",
  "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": "nerfw-reimpl",
    "nb_version": "1.0.1.dev4+g495c4ea.d20240701",
    "num_iterations": 300000,
    "total_train_time": 150380.6539,
    "resources_utilization": {
      "memory": 349215,
      "gpu_name": "NVIDIA A100-SXM4-40GB:8",
      "gpu_memory": 101168
    },
    "datetime": "2024-07-05T00:35:11",
    "config_overrides": {},
    "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": {
      "dataset_name": "phototourism",
      "data_perturb": [],
      "N_emb_xyz": 10,
      "N_emb_dir": 4,
      "N_samples": 256,
      "N_importance": 256,
      "use_disp": false,
      "perturb": 1.0,
      "noise_std": 1.0,
      "N_vocab": 763,
      "encode_a": true,
      "N_a": 48,
      "encode_t": true,
      "N_tau": 16,
      "beta_min": 0.1,
      "batch_size": 1024,
      "chunk": 16384,
      "num_epochs": 20,
      "num_gpus": 8,
      "ckpt_path": null,
      "optimizer": "adam",
      "lr": 0.0005,
      "momentum": 0.9,
      "weight_decay": 0,
      "lr_scheduler": "steplr",
      "warmup_multiplier": 1.0,
      "warmup_epochs": 0,
      "decay_step": [
        20
      ],
      "decay_gamma": 0.1,
      "poly_exp": 0.9,
      "appearance_optim_steps": 1000,
      "appearance_optim_lr": 0.01
    },
    "checkpoint_sha256": "92f7fa935a474224f1600f09c033f048790e129d68e2a03d00e1e3a643e03845"
  },
  "evaluate_datetime": "2024-07-05T12:57:36",
  "evaluate_version": "1.0.1.dev4+g495c4ea.d20240701",
  "metrics": {
    "psnr": 24.21557,
    "ssim": 0.88359,
    "mae": 0.04534,
    "mse": 0.00496,
    "lpips": 0.21331
  },
  "metrics_raw": {
    "psnr": "gPulQZhD4EHkMbFBZrqqQazW1kHCfbhBw5/SQYq53kFGYJZBagXYQQ==",
    "ssim": "nLNXP3FPaz+aXGg/iDZgP6/PZj9aAlY/jsFrP+kSZD/s9Vk/5shjPw==",
    "mae": "YQyHPVuu4Dxon1k9UIprPbGUCD39TE090uQWPSd+8zwi2o09V+P2PA==",
    "mse": "iuwJPJMpzjoxw8c7GKHwO+Y0Bzti7KE70KQYO2SA1zrIIVg8kK4COw==",
    "lpips": "TNKbPmeiHz4fh44+tiosPkZhbT5AxIE+YBIePpamLz40AIg+gy8ZPg=="
  },
  "metrics_sha256": "7a290e4a3ae346d4c0f66a9bb299267d0f9c6dc1d6c152565ad444476f95af8f",
  "predictions_sha256": "5bdab5d59620c9f793c9af5450c0050ddc3ef0f5e94ad804eb900c9b5957cc74",
  "ground_truth_sha256": "dae4a21158394240acdb9cd1159a0ca70fe26b19bc66dd98e657e1948e89bbb6",
  "evaluation_protocol": "nerfw"
}