| { | |
| "render_datetime": "2024-06-20T21:14:10", | |
| "render_version": "0.0.16.dev63+g7840983.d20240612", | |
| "render_dataset_metadata": { | |
| "name": "tanksandtemples", | |
| "color_space": "srgb", | |
| "evaluation_protocol": "default", | |
| "viewer_transform": [ | |
| [ | |
| 0.18189, | |
| 0.004385, | |
| -0.005096, | |
| 0.002622 | |
| ], | |
| [ | |
| 0.004385, | |
| 0.027181, | |
| 0.17992, | |
| -0.013449 | |
| ], | |
| [ | |
| 0.005096, | |
| -0.17992, | |
| 0.027056, | |
| 0.001727 | |
| ] | |
| ], | |
| "viewer_initial_pose": [ | |
| [ | |
| 0.233269, | |
| -0.124785, | |
| -0.964373, | |
| 0.863479 | |
| ], | |
| [ | |
| 0.968221, | |
| -0.062175, | |
| 0.242245, | |
| -0.095614 | |
| ], | |
| [ | |
| -0.090188, | |
| -0.990234, | |
| 0.106316, | |
| -0.004064 | |
| ] | |
| ], | |
| "scene": "temple", | |
| "downscale_factor": 2, | |
| "expected_scene_scale": 5.057016, | |
| "type": null | |
| }, | |
| "nb_info": { | |
| "method": "nerfacto", | |
| "num_iterations": 70000, | |
| "total_train_time": 1176.63398, | |
| "resources_utilization": { | |
| "memory": 7893, | |
| "gpu_memory": 3970, | |
| "gpu_name": "NVIDIA A100-SXM4-40GB" | |
| }, | |
| "datetime": "2024-06-02T23:33:30+0200", | |
| "config_overrides": { | |
| "pipeline.model.use_appearance_embedding": false, | |
| "pipeline.model.camera_optimizer.mode": "off", | |
| "max_num_iterations": 70000 | |
| }, | |
| "dataset_metadata": { | |
| "name": "tanksandtemples", | |
| "color_space": "srgb", | |
| "evaluation_protocol": "default", | |
| "viewer_transform": [ | |
| [ | |
| 0.18189, | |
| 0.004385, | |
| -0.005096, | |
| 0.002622 | |
| ], | |
| [ | |
| 0.004385, | |
| 0.027181, | |
| 0.17992, | |
| -0.013449 | |
| ], | |
| [ | |
| 0.005096, | |
| -0.17992, | |
| 0.027056, | |
| 0.001727 | |
| ] | |
| ], | |
| "viewer_initial_pose": [ | |
| [ | |
| 0.233269, | |
| -0.124785, | |
| -0.964373, | |
| 0.863479 | |
| ], | |
| [ | |
| 0.968221, | |
| -0.062175, | |
| 0.242245, | |
| -0.095614 | |
| ], | |
| [ | |
| -0.090188, | |
| -0.990234, | |
| 0.106316, | |
| -0.004064 | |
| ] | |
| ], | |
| "scene": "temple", | |
| "downscale_factor": 2, | |
| "expected_scene_scale": 5.057016, | |
| "type": null | |
| }, | |
| "evaluation_protocol": "default", | |
| "nb_version": "0.0.16.dev56+g8ee0779.d20240531", | |
| "hparams": { | |
| "_target": "nerfstudio.engine.trainer:Trainer", | |
| "method_name": "nerfacto", | |
| "machine.seed": 42, | |
| "machine.num_devices": 1, | |
| "machine.num_machines": 1, | |
| "machine.machine_rank": 0, | |
| "machine.dist_url": "auto", | |
| "machine.device_type": "cuda", | |
| "pipeline._target": "nerfstudio.pipelines.base_pipeline:VanillaPipeline", | |
| "pipeline.datamanager._target": "nerfbaselines.methods.nerfstudio:DM", | |
| "pipeline.datamanager.masks_on_gpu": false, | |
| "pipeline.datamanager.images_on_gpu": false, | |
| "pipeline.datamanager.dataparser.scale_factor": 1.0, | |
| "pipeline.datamanager.dataparser.downscale_factor": null, | |
| "pipeline.datamanager.dataparser.scene_scale": 1.0, | |
| "pipeline.datamanager.dataparser.orientation_method": "up", | |
| "pipeline.datamanager.dataparser.center_method": "poses", | |
| "pipeline.datamanager.dataparser.auto_scale_poses": true, | |
| "pipeline.datamanager.dataparser.eval_mode": "fraction", | |
| "pipeline.datamanager.dataparser.train_split_fraction": 0.9, | |
| "pipeline.datamanager.dataparser.eval_interval": 8, | |
| "pipeline.datamanager.dataparser.depth_unit_scale_factor": 0.001, | |
| "pipeline.datamanager.dataparser.mask_color": null, | |
| "pipeline.datamanager.dataparser.load_3D_points": false, | |
| "pipeline.datamanager.train_num_rays_per_batch": 4096, | |
| "pipeline.datamanager.train_num_images_to_sample_from": -1, | |
| "pipeline.datamanager.train_num_times_to_repeat_images": -1, | |
| "pipeline.datamanager.eval_num_rays_per_batch": 4096, | |
| "pipeline.datamanager.eval_num_images_to_sample_from": -1, | |
| "pipeline.datamanager.eval_num_times_to_repeat_images": -1, | |
| "pipeline.datamanager.eval_image_indices": "0", | |
| "pipeline.datamanager.collate_fn": "nerfstudio.data.utils.nerfstudio_collate:nerfstudio_collate", | |
| "pipeline.datamanager.camera_res_scale_factor": 1.0, | |
| "pipeline.datamanager.patch_size": 1, | |
| "pipeline.datamanager.camera_optimizer": null, | |
| "pipeline.datamanager.pixel_sampler._target": "nerfstudio.data.pixel_samplers:PixelSampler", | |
| "pipeline.datamanager.pixel_sampler.num_rays_per_batch": 4096, | |
| "pipeline.datamanager.pixel_sampler.keep_full_image": false, | |
| "pipeline.datamanager.pixel_sampler.is_equirectangular": false, | |
| "pipeline.datamanager.pixel_sampler.ignore_mask": false, | |
| "pipeline.datamanager.pixel_sampler.fisheye_crop_radius": null, | |
| "pipeline.datamanager.pixel_sampler.rejection_sample_mask": true, | |
| "pipeline.datamanager.pixel_sampler.max_num_iterations": 100, | |
| "pipeline.model._target": "nerfbaselines.methods.nerfstudio:NerfactoModel", | |
| "pipeline.model.enable_collider": true, | |
| "pipeline.model.collider_params.far_plane": 6.0, | |
| "pipeline.model.collider_params.near_plane": 2.0, | |
| "pipeline.model.loss_coefficients.rgb_loss_coarse": 1.0, | |
| "pipeline.model.loss_coefficients.rgb_loss_fine": 1.0, | |
| "pipeline.model.eval_num_rays_per_chunk": 32768, | |
| "pipeline.model.prompt": null, | |
| "pipeline.model.near_plane": 0.05, | |
| "pipeline.model.far_plane": 1000.0, | |
| "pipeline.model.background_color": "last_sample", | |
| "pipeline.model.hidden_dim": 64, | |
| "pipeline.model.hidden_dim_color": 64, | |
| "pipeline.model.hidden_dim_transient": 64, | |
| "pipeline.model.num_levels": 16, | |
| "pipeline.model.base_res": 16, | |
| "pipeline.model.max_res": 2048, | |
| "pipeline.model.log2_hashmap_size": 19, | |
| "pipeline.model.features_per_level": 2, | |
| "pipeline.model.num_proposal_samples_per_ray": "256,96", | |
| "pipeline.model.num_nerf_samples_per_ray": 48, | |
| "pipeline.model.proposal_update_every": 5, | |
| "pipeline.model.proposal_warmup": 5000, | |
| "pipeline.model.num_proposal_iterations": 2, | |
| "pipeline.model.use_same_proposal_network": false, | |
| "pipeline.model.proposal_net_args_list": "{'hidden_dim': 16,\n 'log2_hashmap_size': 17,\n 'max_res': 128,\n 'num_levels': 5,\n 'use_linear': False},{'hidden_dim': 16,\n 'log2_hashmap_size': 17,\n 'max_res': 256,\n 'num_levels': 5,\n 'use_linear': False}", | |
| "pipeline.model.proposal_initial_sampler": "piecewise", | |
| "pipeline.model.interlevel_loss_mult": 1.0, | |
| "pipeline.model.distortion_loss_mult": 0.002, | |
| "pipeline.model.orientation_loss_mult": 0.0001, | |
| "pipeline.model.pred_normal_loss_mult": 0.001, | |
| "pipeline.model.use_proposal_weight_anneal": true, | |
| "pipeline.model.use_appearance_embedding": false, | |
| "pipeline.model.use_average_appearance_embedding": true, | |
| "pipeline.model.proposal_weights_anneal_slope": 10.0, | |
| "pipeline.model.proposal_weights_anneal_max_num_iters": 1000, | |
| "pipeline.model.use_single_jitter": true, | |
| "pipeline.model.predict_normals": false, | |
| "pipeline.model.disable_scene_contraction": false, | |
| "pipeline.model.use_gradient_scaling": false, | |
| "pipeline.model.implementation": "tcnn", | |
| "pipeline.model.appearance_embed_dim": 32, | |
| "pipeline.model.average_init_density": 0.01, | |
| "pipeline.model.camera_optimizer._target": "nerfstudio.cameras.camera_optimizers:CameraOptimizer", | |
| "pipeline.model.camera_optimizer.mode": "off", | |
| "pipeline.model.camera_optimizer.trans_l2_penalty": 0.01, | |
| "pipeline.model.camera_optimizer.rot_l2_penalty": 0.001, | |
| "pipeline.model.camera_optimizer.optimizer": null, | |
| "pipeline.model.camera_optimizer.scheduler": null, | |
| "optimizers.camera_opt.optimizer._target": "torch.optim.adam:Adam", | |
| "optimizers.camera_opt.optimizer.lr": 0.001, | |
| "optimizers.camera_opt.optimizer.eps": 1e-15, | |
| "optimizers.camera_opt.optimizer.max_norm": null, | |
| "optimizers.camera_opt.optimizer.weight_decay": 0, | |
| "optimizers.camera_opt.scheduler._target": "nerfstudio.engine.schedulers:ExponentialDecayScheduler", | |
| "optimizers.camera_opt.scheduler.lr_pre_warmup": 1e-08, | |
| "optimizers.camera_opt.scheduler.lr_final": 0.0001, | |
| "optimizers.camera_opt.scheduler.warmup_steps": 0, | |
| "optimizers.camera_opt.scheduler.max_steps": 5000, | |
| "optimizers.camera_opt.scheduler.ramp": "cosine", | |
| "optimizers.fields.optimizer._target": "torch.optim.adam:Adam", | |
| "optimizers.fields.optimizer.lr": 0.01, | |
| "optimizers.fields.optimizer.eps": 1e-15, | |
| "optimizers.fields.optimizer.max_norm": null, | |
| "optimizers.fields.optimizer.weight_decay": 0, | |
| "optimizers.fields.scheduler._target": "nerfstudio.engine.schedulers:ExponentialDecayScheduler", | |
| "optimizers.fields.scheduler.lr_pre_warmup": 1e-08, | |
| "optimizers.fields.scheduler.lr_final": 0.0001, | |
| "optimizers.fields.scheduler.warmup_steps": 0, | |
| "optimizers.fields.scheduler.max_steps": 200000, | |
| "optimizers.fields.scheduler.ramp": "cosine", | |
| "optimizers.proposal_networks.optimizer._target": "torch.optim.adam:Adam", | |
| "optimizers.proposal_networks.optimizer.lr": 0.01, | |
| "optimizers.proposal_networks.optimizer.eps": 1e-15, | |
| "optimizers.proposal_networks.optimizer.max_norm": null, | |
| "optimizers.proposal_networks.optimizer.weight_decay": 0, | |
| "optimizers.proposal_networks.scheduler._target": "nerfstudio.engine.schedulers:ExponentialDecayScheduler", | |
| "optimizers.proposal_networks.scheduler.lr_pre_warmup": 1e-08, | |
| "optimizers.proposal_networks.scheduler.lr_final": 0.0001, | |
| "optimizers.proposal_networks.scheduler.warmup_steps": 0, | |
| "optimizers.proposal_networks.scheduler.max_steps": 200000, | |
| "optimizers.proposal_networks.scheduler.ramp": "cosine", | |
| "max_num_iterations": 70000, | |
| "mixed_precision": true, | |
| "use_grad_scaler": false | |
| }, | |
| "checkpoint_sha256": "e9f31946a3852df8cd0057ef127ee9662ab2a59930fc0ffec99c0ce24fe4f810" | |
| }, | |
| "evaluate_datetime": "2024-06-20T21:14:53", | |
| "evaluate_version": "0.0.16.dev63+g7840983.d20240612", | |
| "metrics": { | |
| "psnr": 17.06387, | |
| "ssim": 0.67768, | |
| "mae": 0.11369, | |
| "mse": 0.03213, | |
| "lpips": 0.39205 | |
| }, | |
| "metrics_raw": { | |
| "psnr": "MA21QZJ1nUHTUJ5BAkhVQUw9X0Ho4GJBW3ymQdWih0EioJtBQv+LQcqqpEAGtH9BnsV/QcuLLkGyQIRB1kJfQZbvckE38cxB60qYQYAzmEHuTWpBAIxNQe7Sk0HvLp9BRVejQXz0n0GRm4tBkH+HQXwtm0FjbkVBnkcyQZnfs0EgRKlBhVp2QVEMRUEu66lByXKIQbianEE=", | |
| "ssim": "xd84P2LyQT8Uyjs/RzcJP/OmQj+lxh0/kx4oPwelLD/CWC4/y28RP2M/1z6hNjU/pYcRPy7KHj/9wRY/qEoNP+wJHj/t4l4/W0xFP+N0PD/2aww/NHQ2P2FXPz9H2js/VcclP9BBKz+boDA/2rVNP+qFST/e0EI/ArQZP+9/TT9TKkU/uKYoP8ppIj/pRi8/wJcpP8q9LT8=", | |
| "mae": "YIVTPfytlD0hPac9+40cPoMGFT6kUxY+wxF1PWmj0z0fCo49bWqyPTrh3D70N+c9F/LwPb+1UT5SJNI9sucHPr9m5D1gF/U80EGlPaj1nj27Fxg+uS1APkwriz28LZY9YYOAPW/mjD3QB7s9aozQPTpurD0eA0s+aYJaPn/XRj3xXnA9S6AFPky3QT6IvWg9mZbKPesmiT0=", | |
| "mse": "TsayOzRFMDxt+is8DkM+PfvbJD2Ychw9rvAHPEsspTzb0jk8VrCRPMKPnD6Np848QXPOPD0epj0jEbY8184kPShW+Dx9wzM7QIhMPEwSTTxJlww9valUPRubaDyavCc8sdEUPGINJDy3VJM8UNSlPAU8PDxmAm89hW2dPcnwuDuR+Po772rsPKdUcD0aTfY7I1uhPE6pNDw=", | |
| "lpips": "I6SDPqkgfj4gc5I+yj4jPyabkD5Pxug+GDPHPo611j7JOsU+dnf6PjxEKT8c1wE/qNUXP8CpGj8n5Qc/JBbsPoSR6z6b3VY+KAiOPqEsnD5PjwA/DbPVPqqfyj5EB9Y+DGDLPiJYtz4qKZw+MfJwPiENoj5BLIg+U10dPyL+dT48Poc+VD2nPpCWtD5Ql6U+UOmuPjBcuj4=" | |
| }, | |
| "metrics_sha256": "28e5c9b8a868f04356c09de24e2b7502e61aad32208c064d961bc64faad92557", | |
| "predictions_sha256": "a922df16fbce5ecce8fd0d960a89b6642083e4d476bd61940df2a45fb737bbab", | |
| "ground_truth_sha256": "4cb6845b0316b29da6d353b2c285c521408c876dc2d9b6a9c5ea7550cc950b35", | |
| "evaluation_protocol": "default" | |
| } |