{
  "render_datetime": "2024-06-25T15:40:17",
  "render_version": "develop",
  "render_dataset_metadata": {
    "name": "tanksandtemples",
    "color_space": "srgb",
    "evaluation_protocol": "default",
    "viewer_transform": [
      [
        0.190679,
        0.004605,
        -0.004168,
        0.009357
      ],
      [
        0.004605,
        -0.018893,
        0.189787,
        -0.013828
      ],
      [
        0.004168,
        -0.189787,
        -0.018994,
        0.002611
      ]
    ],
    "viewer_initial_pose": [
      [
        0.998822,
        0.020895,
        0.043789,
        0.053147
      ],
      [
        -0.045426,
        0.085616,
        0.995292,
        -0.515406
      ],
      [
        0.017048,
        -0.996109,
        0.086464,
        0.015964
      ]
    ],
    "scene": "temple",
    "downscale_factor": 2,
    "expected_scene_scale": 5.013977,
    "type": null
  },
  "nb_info": {
    "method": "zipnerf",
    "nb_version": "develop",
    "num_iterations": 200000,
    "total_train_time": 20911.87255,
    "resources_utilization": {
      "memory": 4977,
      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 27250
    },
    "datetime": "2024-06-25T15:40:15",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "tanksandtemples",
      "color_space": "srgb",
      "evaluation_protocol": "default",
      "viewer_transform": [
        [
          0.190679,
          0.004605,
          -0.004168,
          0.009357
        ],
        [
          0.004605,
          -0.018893,
          0.189787,
          -0.013828
        ],
        [
          0.004168,
          -0.189787,
          -0.018994,
          0.002611
        ]
      ],
      "viewer_initial_pose": [
        [
          0.998822,
          0.020895,
          0.043789,
          0.053147
        ],
        [
          -0.045426,
          0.085616,
          0.995292,
          -0.515406
        ],
        [
          0.017048,
          -0.996109,
          0.086464,
          0.015964
        ]
      ],
      "scene": "temple",
      "downscale_factor": 2,
      "expected_scene_scale": 5.013977,
      "type": null
    },
    "evaluation_protocol": "default",
    "hparams": {
      "Config.adam_beta1": 0.9,
      "Config.adam_beta2": 0.99,
      "Config.adam_eps": 1e-15,
      "Config.arcore_format_pose_file": null,
      "Config.autoexpose_renders": false,
      "Config.batch_size": 8192.0,
      "Config.batching": "all_images",
      "Config.camera_perturb_dolly_use_average": false,
      "Config.camera_perturb_intrinsic_single": true,
      "Config.camera_perturb_sigma_dolly_z": 0.0,
      "Config.camera_perturb_sigma_focal_length": 0.0,
      "Config.camera_perturb_sigma_look_at": 0.0,
      "Config.camera_perturb_sigma_position": 0.0,
      "Config.camera_perturb_zero_distortion": false,
      "Config.cast_rays_in_eval_step": true,
      "Config.cast_rays_in_train_step": true,
      "Config.charb_padding": 0.001,
      "Config.checkpoint_dir": null,
      "Config.checkpoint_every": 10000.0,
      "Config.checkpoint_init": false,
      "Config.checkpoint_keep": 2.0,
      "Config.colmap_subdir": null,
      "Config.compute_disp_metrics": false,
      "Config.compute_normal_metrics": false,
      "Config.compute_procrustes_metric": false,
      "Config.data_coarse_loss_mult": 0.0,
      "Config.data_dir": null,
      "Config.data_loss_mult": 1.0,
      "Config.data_loss_type": "charb",
      "Config.dataset_loader": "llff",
      "Config.debug_mode": false,
      "Config.deterministic_showcase": true,
      "Config.disable_multiscale_loss": false,
      "Config.disable_pmap_and_jit": false,
      "Config.distortion_loss_curve_fn": "\\(@math.power_ladder, {'p': -0.25, 'premult': 10000.0})",
      "Config.distortion_loss_mult": 0.01,
      "Config.distortion_loss_target": "tdist",
      "Config.donate_args_to_train": true,
      "Config.dtu_light_cond": 3.0,
      "Config.early_exit_steps": null,
      "Config.eikonal_coarse_loss_mult": 0.0,
      "Config.eikonal_loss_mult": 0.0,
      "Config.enable_grid_c2f": false,
      "Config.enable_loss_scaler": false,
      "Config.eval_crop_borders": 0.0,
      "Config.eval_dataset_limit": 2147483647.0,
      "Config.eval_only_once": true,
      "Config.eval_quantize_metrics": true,
      "Config.eval_raw_affine_cc": false,
      "Config.eval_render_interval": 1.0,
      "Config.eval_save_output": true,
      "Config.eval_save_ray_data": false,
      "Config.exposure_percentile": 97.0,
      "Config.factor": 4.0,
      "Config.far": 1000000.0,
      "Config.far_plane_meters": null,
      "Config.focal_length_var_loss_mult": 0.0,
      "Config.forward_facing": false,
      "Config.gc_every": 10000.0,
      "Config.grad_max_norm": 0.0,
      "Config.grad_max_val": 0.0,
      "Config.grid_c2f_weight_method": "cosine_sequential",
      "Config.image_subdir": null,
      "Config.jax_rng_seed": 20200823.0,
      "Config.llff_load_from_poses_bounds": false,
      "Config.llff_use_all_images_for_training": false,
      "Config.llffhold": 8.0,
      "Config.load_alphabetical": true,
      "Config.load_colmap_points": false,
      "Config.load_ngp_format_poses": false,
      "Config.lock_up": false,
      "Config.loss_scale": 1000.0,
      "Config.lr_delay_mult": 1e-08,
      "Config.lr_delay_steps": 20000.0,
      "Config.lr_final": 0.000125,
      "Config.lr_final_grid": null,
      "Config.lr_init": 0.00125,
      "Config.lr_init_grid": null,
      "Config.max_steps": 200000.0,
      "Config.multiscale_train_factors": null,
      "Config.near": 0.0,
      "Config.near_plane_meters": null,
      "Config.np_rng_seed": 20201473.0,
      "Config.num_border_pixels_to_mask": 0.0,
      "Config.num_showcase_images": 5.0,
      "Config.optimize_cameras": false,
      "Config.optimize_test_cameras": false,
      "Config.optimize_test_cameras_batch_size": 10000.0,
      "Config.optimize_test_cameras_for_n_steps": 200.0,
      "Config.optimize_test_cameras_lr": 0.001,
      "Config.orientation_coarse_loss_mult": 0.0,
      "Config.orientation_loss_mult": 0.0,
      "Config.orientation_loss_target": "normals_pred",
      "Config.param_regularizers": "\\{'grid_0': (0.1, @jnp.mean, 2, 1),'grid_1': (0.1, @jnp.mean, 2, 1),'grid_2': (0.1, @jnp.mean, 2, 1)}",
      "Config.patch_size": 1.0,
      "Config.predicted_normal_coarse_loss_mult": 0.0,
      "Config.predicted_normal_loss_mult": 0.0,
      "Config.principal_point_reg_loss_mult": 0.0,
      "Config.principal_point_var_loss_mult": 0.0,
      "Config.print_camera_every": 500.0,
      "Config.print_every": 100.0,
      "Config.rad_mult_max": 1.0,
      "Config.rad_mult_min": 1.0,
      "Config.radial_distortion_var_loss_mult": 0.0,
      "Config.randomized": true,
      "Config.rawnerf_mode": false,
      "Config.render_calibration_distance": 3.0,
      "Config.render_calibration_keyframes": null,
      "Config.render_camtype": null,
      "Config.render_chunk_size": 32768.0,
      "Config.render_delete_images_when_done": true,
      "Config.render_dir": null,
      "Config.render_dist_adaptive": false,
      "Config.render_dist_percentile": 0.5,
      "Config.render_focal": null,
      "Config.render_looped_videos": false,
      "Config.render_path": false,
      "Config.render_path_file": null,
      "Config.render_path_frames": 120.0,
      "Config.render_resolution": null,
      "Config.render_rgb_only": false,
      "Config.render_rotate_xaxis": 0.0,
      "Config.render_rotate_yaxis": 0.0,
      "Config.render_spherical": false,
      "Config.render_spline_const_speed": false,
      "Config.render_spline_degree": 5.0,
      "Config.render_spline_fixed_up": false,
      "Config.render_spline_interpolate_exposure": false,
      "Config.render_spline_interpolate_exposure_smoothness": 20.0,
      "Config.render_spline_keyframes": null,
      "Config.render_spline_keyframes_choices": null,
      "Config.render_spline_lock_up": false,
      "Config.render_spline_lookahead_i": null,
      "Config.render_spline_meters_per_sec": null,
      "Config.render_spline_n_buffer": null,
      "Config.render_spline_n_interp": 30.0,
      "Config.render_spline_outlier_keyframe_multiplier": null,
      "Config.render_spline_outlier_keyframe_quantile": null,
      "Config.render_spline_rot_weight": 0.1,
      "Config.render_spline_smoothness": 0.03,
      "Config.render_video_crf": 18.0,
      "Config.render_video_exts": "('mp4',)",
      "Config.render_video_fps": 60.0,
      "Config.robust_loss_scale": 0.01,
      "Config.save_calibration_to_disk": false,
      "Config.scene_bbox": null,
      "Config.spline_interlevel_params": "{'blurs': (0.03, 0.003), 'mults': 0.01}",
      "Config.train_render_every": 0.0,
      "Config.transform_poses_fn": null,
      "Config.use_exrs": false,
      "Config.use_identity_cameras": false,
      "Config.use_perturbed_cameras": false,
      "Config.use_tiffs": false,
      "Config.vis_decimate": 0.0,
      "Config.vis_num_rays": 16.0,
      "Config.visualize_every": 10000.0,
      "Config.vocab_tree_path": null,
      "Config.world_scale": 1.0,
      "Config.z_max": null,
      "Config.z_min": null,
      "Config.z_phase": 0.0,
      "Config.z_variation": 0.0,
      "HashEncoding.append_scale": true,
      "HashEncoding.bbox_scaling": 2.0,
      "HashEncoding.hash_init_range": 0.0001,
      "HashEncoding.hash_map_size": 2097152.0,
      "HashEncoding.jitter_coordinates": false,
      "HashEncoding.max_grid_size": 8192.0,
      "HashEncoding.min_grid_size": 16.0,
      "HashEncoding.precondition_scaling": 10.0,
      "HashEncoding.scale_supersample": 1.0,
      "HashEncoding.use_float16_hash": false,
      "inv_power_ladder.postmult": null,
      "MLP.basis_shape": "icosahedron",
      "MLP.basis_subdivisions": 2.0,
      "MLP.beta_init": 0.1,
      "MLP.beta_min": 0.0001,
      "MLP.bottleneck_noise": 0.0,
      "MLP.bottleneck_width": 256.0,
      "MLP.deg_view": 4.0,
      "MLP.density_activation": "@math.safe_exp",
      "MLP.density_as_sdf": false,
      "MLP.density_bias": -1.0,
      "MLP.density_noise": 0.0,
      "MLP.disable_density_normals": true,
      "MLP.disable_rgb": false,
      "MLP.enable_pred_normals": false,
      "MLP.enable_pred_roughness": false,
      "MLP.glo_mlp_arch": "()",
      "MLP.glo_mode": "concatenate",
      "MLP.glo_premultiplier": 1.0,
      "MLP.isotropize_gaussians": false,
      "MLP.max_deg_point": 12.0,
      "MLP.min_deg_point": 0.0,
      "MLP.net_depth": 1.0,
      "MLP.net_depth_viewdirs": 3.0,
      "MLP.net_width": 64.0,
      "MLP.net_width_viewdirs": 256.0,
      "MLP.num_rgb_channels": 3.0,
      "MLP.posenc_feature_scale": 1.0,
      "MLP.rgb_bias": 0.0,
      "MLP.rgb_padding": 0.001,
      "MLP.rgb_premultiplier": 1.0,
      "MLP.roughness_bias": -1.0,
      "MLP.skip_final_density_layer": false,
      "MLP.skip_layer": 4.0,
      "MLP.skip_layer_dir": 2.0,
      "MLP.sphere_init": false,
      "MLP.sphere_radius": 1.0,
      "MLP.squash_before": false,
      "MLP.unscented_mip_basis": "hexify",
      "MLP.unscented_scale_mult": 0.5,
      "MLP.use_affine_dir_enc_transform": false,
      "MLP.use_diffuse_color": false,
      "MLP.use_directional_enc": false,
      "MLP.use_exposure_at_bottleneck": false,
      "MLP.use_learned_vignette_map": false,
      "MLP.use_n_dot_v": false,
      "MLP.use_posenc_with_grid": false,
      "MLP.use_reflections": false,
      "MLP.use_specular_tint": false,
      "MLP.warp_fn": "@coord.contract",
      "MLP.weight_init": "he_uniform",
      "Model.anneal_slope": 10.0,
      "Model.bg_intensity_range": "(0, 1)",
      "Model.disable_integration": false,
      "Model.final_betas": "(0.015, 0.003, 0.001)",
      "Model.grid_params_per_level": "\\({'max_grid_size': 512, 'num_features': 1},{'max_grid_size': 2048, 'num_features': 1},{'num_features': 4})",
      "Model.learned_exposure_scaling": false,
      "Model.max_exposure": 1.0,
      "Model.mlp_params_per_level": "({'disable_rgb': True}, {'disable_rgb': True}, {})",
      "Model.name": null,
      "Model.near_anneal_init": 0.95,
      "Model.near_anneal_rate": null,
      "Model.num_glo_embeddings": 10000.0,
      "Model.num_glo_features": 0.0,
      "Model.rate_beta": 0.75,
      "Model.ray_shape": "cone",
      "Model.raydist_fn": "\\(@math.power_ladder, @math.inv_power_ladder, {'p': -1.5, 'premult': 2})",
      "Model.resample_padding": 0.0,
      "Model.sampling_strategy": "((0, 0, 64), (1, 1, 64), (2, 2, 32))",
      "Model.scheduled_beta": false,
      "Model.single_jitter": true,
      "Model.stop_level_grad": true,
      "Model.use_viewdirs": true,
      "power_ladder.postmult": null
    },
    "checkpoint_sha256": "cdc03f4cf29a4fc7c80a98719f5adce3a347d7958c4d8fc267868ab0139f16c1"
  },
  "evaluate_datetime": "2024-06-25T15:43:24",
  "evaluate_version": "develop",
  "metrics": {
    "psnr": 22.60954,
    "ssim": 0.78887,
    "mae": 0.05362,
    "mse": 0.0071,
    "lpips": 0.12735
  },
  "metrics_raw": {
    "psnr": "uoXLQR6RpkHAkrlB+ZudQc7TyUFWKcFBWgXGQap00kGuEMNBy67BQebguEFyEp9BUbziQWdhzEHRGsNBLv7GQdyFl0FPFqNBBsmyQUfPt0FnD6hBwZXGQdJjvEEMDbtB5LlWQYufsUEfgLFBdjevQdSrlUFWvLhBDO+fQXCFu0ECaptB",
    "ssim": "GVtQP5bcTD9H7FM/BRswP7ceUD+5YU4/k91FP53PVT+J6k0/hfRUP3Y2TT8WnDw/MK1aP7bvUD9Snk0/pKNaPxLoQj82EkI/bVldP7+UTz8x+0U/i3RPPz2NRD8+xlI/cR45P/qIUT81DlE/GGpIP6CULz8DI0I/f5kuP6PfRT90cEM/",
    "mae": "V+QJPUCNPj1gGjg9Nz6EPXQVAz00uSI9bVkYPYxy/Tx1TBM9WCYVPZoLKj04k5U9pCjNPDzkBz1fEBw9CJ0XPTYrkz1M2Zg9JfQ1Pcx2SD2Gvmw9ALcuPVrSPD0Bwjo9XWc/PrySfD3fgWU94U5NPSrUoD0FqzU9rb6VPXpLRz2OoLQ9",
    "mse": "H0M7O42fBzxW9Zw7yIIvPOufRDthU3w7F2RbO51iGTtI3247YpF4O+kgoDtdRig8hwHAOqSxNjudmW47n1ZVO0cdUTz66BU8FdO+O5EhpTvk6gE8m9tXO1y8kDsobJY7vlg6PZxQxTtdA8Y7d3fTO8OPXDy/yaA7DyckPG9mlDs59To8",
    "lpips": "IPDwPUYFEj5HgM49GCFEPri4Az66AvA9Fxf/PfEAtz0MHMw9np3VPc5zsj1Rkx8+3hXcPbiv9z0yodk961akPWvZCD6NkA0+4THkPZDl9z1gjAY+exouPlpH+D04ls09bmVwPlT01T1aK9M9tEO+PYiAGz4KQRI+dHJSPogP2z0NUCI+"
  },
  "metrics_sha256": "faef5d5bfcdbce859ae89553d44170c8a8465cea1d0c8624ce33493755ffc938",
  "predictions_sha256": "1439bf3e6d91f01319cf91da2ac26000e3af98e46ea61c0598bbdcd333dfc9aa",
  "ground_truth_sha256": "0e3a2bb9495d9ab131e3e5c95c4c836988ab7e7836599f7fe7b7eab78ceb8e93",
  "evaluation_protocol": "default"
}