| { | |
| "render_datetime": "2024-06-20T18:51:34", | |
| "render_version": "0.0.16.dev63+g7840983.d20240612", | |
| "render_dataset_metadata": { | |
| "name": "tanksandtemples", | |
| "color_space": "srgb", | |
| "evaluation_protocol": "default", | |
| "viewer_transform": [ | |
| [ | |
| 0.195262, | |
| -0.002071, | |
| 0.001913, | |
| 0.00391 | |
| ], | |
| [ | |
| -0.002071, | |
| -0.015469, | |
| 0.194658, | |
| -0.01092 | |
| ], | |
| [ | |
| -0.001913, | |
| -0.194658, | |
| -0.015489, | |
| 0.001244 | |
| ] | |
| ], | |
| "viewer_initial_pose": [ | |
| [ | |
| -0.99972, | |
| 0.000561, | |
| 0.023648, | |
| 0.161102 | |
| ], | |
| [ | |
| -0.023637, | |
| 0.014835, | |
| -0.999611, | |
| 0.965991 | |
| ], | |
| [ | |
| -0.000912, | |
| -0.99989, | |
| -0.014818, | |
| -0.010383 | |
| ] | |
| ], | |
| "scene": "temple", | |
| "downscale_factor": 2, | |
| "expected_scene_scale": 4.797956, | |
| "type": null | |
| }, | |
| "nb_info": { | |
| "method": "zipnerf", | |
| "num_iterations": 200000, | |
| "total_train_time": 19743.95877, | |
| "resources_utilization": { | |
| "memory": 5456, | |
| "gpu_memory": 27244, | |
| "gpu_name": "NVIDIA A100-SXM4-40GB" | |
| }, | |
| "datetime": "2024-06-04T22:45:19+0200", | |
| "config_overrides": {}, | |
| "dataset_metadata": { | |
| "name": "tanksandtemples", | |
| "color_space": "srgb", | |
| "evaluation_protocol": "default", | |
| "viewer_transform": [ | |
| [ | |
| 0.195262, | |
| -0.002071, | |
| 0.001913, | |
| 0.00391 | |
| ], | |
| [ | |
| -0.002071, | |
| -0.015469, | |
| 0.194658, | |
| -0.01092 | |
| ], | |
| [ | |
| -0.001913, | |
| -0.194658, | |
| -0.015489, | |
| 0.001244 | |
| ] | |
| ], | |
| "viewer_initial_pose": [ | |
| [ | |
| -0.99972, | |
| 0.000561, | |
| 0.023648, | |
| 0.161102 | |
| ], | |
| [ | |
| -0.023637, | |
| 0.014835, | |
| -0.999611, | |
| 0.965991 | |
| ], | |
| [ | |
| -0.000912, | |
| -0.99989, | |
| -0.014818, | |
| -0.010383 | |
| ] | |
| ], | |
| "scene": "temple", | |
| "downscale_factor": 2, | |
| "expected_scene_scale": 4.797956, | |
| "type": null | |
| }, | |
| "evaluation_protocol": "default", | |
| "nb_version": "0.0.16.dev56+g8ee0779.d20240531", | |
| "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": "1f0e0399febb3182fdef19e2afc11ca9bfbbc50c9c2adbd85a4827571e6692e2" | |
| }, | |
| "evaluate_datetime": "2024-06-20T18:55:24", | |
| "evaluate_version": "0.0.16.dev63+g7840983.d20240612", | |
| "metrics": { | |
| "psnr": 27.13359, | |
| "ssim": 0.87993, | |
| "mae": 0.02934, | |
| "mse": 0.00233, | |
| "lpips": 0.09513 | |
| }, | |
| "metrics_raw": { | |
| "psnr": "ZCviQed25kHgruVBoznbQTmD3kFyBdlBtvziQUYf30EJ+d1BcGDxQWp420ESt+NBDIfLQb7MvUFXhdFB2cPPQXg9y0F/QcJBCzKgQRDttUHwkbZBRTrbQRWvy0FlVf5BzwTkQcae10GE++VBKiP0QYKI8kFe9ulBHQzwQcSK9UE69MtBqRXrQUJ7z0GA+tpB8GfaQQ6QyEFVmrlB", | |
| "ssim": "6rdlP7dZYj9urmU/OgVfP/HpXj+Db2M/gwtcP24oUT8OsFo/iTNoP2sOYD/DWWM/5YtmP+UNZD9onWQ/ry1jP6JdYD/yD1U/zMVaP0G7Wj/511s/M25iP80TXD9F32k/VORbPxyNXT8WqWQ/sEJqP/ccZD+FjmM/E2VoP0DAaz8Ghlg/krpoP27naT9e8F4/jexjPwnfXj/K+Fs/", | |
| "mae": "n9iwPKwMrzwQ0Kw8u9/FPFn80jzyJgg9oYC/PIf3vjydh+E8zC2RPK5P/jxh6Lo8qgv8PJxgJT290ug8/SHwPCIFCT0TOww91imOPZoUVT0C/xA9gif+PH6gJT1T44E8l4fSPFXE9TzGd8c8VTeXPAkunDxUKKo8acakPDHSlDwHcRo9/P+tPOBrCT39MMc8NG3pPCyBHT0i3k09", | |
| "mse": "BCnDOl53rDqHY7A631buOlnS2DqV8v069J6+OvoM1TpzN9w6rPV7Orup7Doiq7o6Bjw7O+z6ijuDkR07brwlOzPKPDtugHQ7tesiPLtUrjsSIas7hFLuOsdkOjs9hy06Rwu5Ot8yBDsZ4K461LZoOu21czq/8ps6xeSCOkV+XzpC8zg7zP2WOiEYJzuBCfA6egb0Ot3pSzsb05w7", | |
| "lpips": "31ivPeY1pz0WkYA9t67FPagnpT26UbI9XfXGPaErCD5Qosg94V2nPUwQvT07KZo9ps+7PbBF4D1lKcw94E33PTBM4z2p2t491QraPeRV5j07SMU97E+xPVA51j0qZ649RZ/sPR0I1j00mrE9Be2IPSq27T0+76k9IsSvPdwjlT2givU9+9GmPZJynD3O+gU+kBq9PRibwj30FqA9" | |
| }, | |
| "metrics_sha256": "0b14f318e6a5e381227dc5c09ed421446e2e08b6929e78da03a8fc619fa7f9b0", | |
| "predictions_sha256": "50fbc437ac6dd427885662d403fa98baa11403e5c71c8e40ede973c849191f10", | |
| "ground_truth_sha256": "b56e3fdcb66427f9a37ed74c5d83740981cda36763bc94148638c9235ff32dd5", | |
| "evaluation_protocol": "default" | |
| } |