{ "render_datetime": "2024-06-25T09:17:35", "render_version": "develop", "render_dataset_metadata": { "name": "tanksandtemples", "color_space": "srgb", "evaluation_protocol": "default", "viewer_transform": [ [ 0.178092, 0.014954, -0.014844, -0.003085 ], [ 0.014954, -0.000702, 0.178708, 0.009538 ], [ 0.014844, -0.178708, -0.001944, 0.000151 ] ], "viewer_initial_pose": [ [ 0.751041, 0.056575, -0.657827, -0.131834 ], [ 0.659363, -0.012473, 0.751721, -0.610717 ], [ 0.034323, -0.99832, -0.046671, -0.017738 ] ], "scene": "temple", "downscale_factor": 2, "expected_scene_scale": 4.971565, "type": null }, "nb_info": { "method": "gaussian-opacity-fields", "nb_version": "develop", "num_iterations": 30000, "total_train_time": 2428.15574, "resources_utilization": { "memory": 4259, "gpu_name": "NVIDIA A100-SXM4-40GB", "gpu_memory": 23862 }, "datetime": "2024-06-25T09:17:28", "config_overrides": { "use_decoupled_appearance": true }, "dataset_metadata": { "name": "tanksandtemples", "color_space": "srgb", "evaluation_protocol": "default", "viewer_transform": [ [ 0.178092, 0.014954, -0.014844, -0.003085 ], [ 0.014954, -0.000702, 0.178708, 0.009538 ], [ 0.014844, -0.178708, -0.001944, 0.000151 ] ], "viewer_initial_pose": [ [ 0.751041, 0.056575, -0.657827, -0.131834 ], [ 0.659363, -0.012473, 0.751721, -0.610717 ], [ 0.034323, -0.99832, -0.046671, -0.017738 ] ], "scene": "temple", "downscale_factor": 2, "expected_scene_scale": 4.971565, "type": null }, "evaluation_protocol": "default", "hparams": { "sh_degree": 3, "white_background": false, "kernel_size": 0.0, "ray_jitter": false, "resample_gt_image": false, "load_allres": false, "sample_more_highres": false, "use_decoupled_appearance": true, "scale_coords": null, "iterations": 30000, "position_lr_init": 0.00016, "position_lr_final": 1.6e-06, "position_lr_delay_mult": 0.01, "position_lr_max_steps": 30000, "feature_lr": 0.0025, "opacity_lr": 0.05, "scaling_lr": 0.005, "rotation_lr": 0.001, "appearance_embeddings_lr": 0.001, "appearance_network_lr": 0.001, "percent_dense": 0.01, "lambda_dssim": 0.2, "lambda_distortion": 100, "lambda_depth_normal": 0.05, "distortion_from_iter": 15000, "depth_normal_from_iter": 15000, "densification_interval": 100, "opacity_reset_interval": 3000, "densify_from_iter": 500, "densify_until_iter": 15000, "densify_grad_threshold": 0.0002, "convert_SHs_python": false, "compute_cov3D_python": false, "compute_view2gaussian_python": false, "debug": false }, "checkpoint_sha256": "2a8dad164c95a3bb31ddb35e4ea8c41fe8fedfaac8e27382f997ee14e7191eca" }, "evaluate_datetime": "2024-06-25T09:18:16", "evaluate_version": "develop", "metrics": { "psnr": 24.31193, "ssim": 0.86233, "mae": 0.04142, "mse": 0.00472, "lpips": 0.13986 }, "metrics_raw": { "psnr": "hgG+QRGEyUHkWdpB+MnBQWJjykGKmNhBYBvsQQWs20HgZs5BqkbEQfRR10FxmaNBoZ6RQRHJykGM379BiM/IQTTc1UGoWc9BOE7dQUmV1EFY9NFBV4+qQV0yykGRRatBFmuJQeh8pkG+RKlBn/2sQeJjyEHuPpBBhcfQQUfEy0GsBuJBTYmvQdT1x0Fhe8NBxoDTQdza4EH4QsxBkeWqQQ73pUGS39dBHgDQQd9sw0HK8b9BatyyQaIno0E=", "ssim": "EgJbPxQgXD/6RWU/S5lgPw6AXz/nGGk/vnVuP/a8aT+JB10/p4BYP3zBZz+nelY/yZpGP9FkYD/29GE/TnRkPzJ6ZD+jUlw/wYZkP908Xz9i5WI/DOFNP73WYj9RoFM/CmdGPwCBVz+UzVo/pshNP4vPVj8VC0g/a1ZgP2wVZD+7gWc/INtWPxgFYD+bl2E/ypVqPyLibT9VImU/2fNDPy1jSj/JImg/tTRiP6CjXD+CIFg/Z9hUPzoYUz8=", "mae": "LeE4PRaY6jwUXr48sMoEPUV77DwtaNA8hgWzPAwgrTx3Q8k8/icdPR+N1jwfDJ09o8XOPegd/jwJgR89Lc/fPGx8yTyYJfE8GHiuPF620DyZxfk8HZ5ePYjkBT3EjXs9WufNPZn+Zz25dGY9PDlrPRyoGj0gHsE9PZ3yPMy9FD3YLsQ86ORMPR0SGz2pih89j+ARPQsi5zwOoAs9PItIPQZBbz2G7uI800sAPQI5Az3yuAw9SA5HPW8lnj0=", "mse": "ZyiKOzRlRjs1afQ6P893O+R5QTu9iQA7/pySOjhL6zo0Xiw7vLBmO3FYBTtStxM8edd3PNdGPzu67YI7p3ZKO3URCzsLuic7mXzgOl1GEDs5nRs7B8zxO5iLQjvA5Ow77+mcPIXuBzwd9Po7UXXhO8DtTDtJ64A8pPcgOzPzOTuz98M6oIfRO+p6TzsNBmw7n9QUO5SvyjryUTc723bvOyz+CTw5PQM77J0kO65obDsQqYI7uWi+O0qeFTw=", "lpips": "ZyTwPXgvAz6Bl+w9svQRPsk+3D0j0Qc+UdzPPSU4sD3pG/M9aogPPpjJpD1xMBw+3yhsPnqFBD6R9wM+saYLPpqe0j2Y5gI+UHv0Pa/cHD7QlQc+ktUSPt/XFD4MMS4+91ZjPgmHQz7vrRc+HvhZPklxYz6A7lI+JoToPeK7Hj6iEgM+mn4GPhtIBz71W/89WEitPVmX1j0wnu09XqwYPurlTT6hLgI+TJTdPWlY7D3JBfo9KSICPtb3QD4=" }, "metrics_sha256": "9ff8abf4acae31312a0594b7e736d35fcb24bec651ef6e5023e50a2a32bdd193", "predictions_sha256": "b4cf3eeb36528790383d87de84225e759f65549662337a36ec6eb9abf8d834f6", "ground_truth_sha256": "e1624db83ae56b7df0e88e4e48fa398de067989857432655cdcfc77dc03d0808", "evaluation_protocol": "default" }