{ "render_datetime": "2024-06-19T22:54:58", "render_version": "0.0.16.dev63+g7840983.d20240612", "render_dataset_metadata": { "name": "mipnerf360", "color_space": "srgb", "evaluation_protocol": "nerf", "viewer_transform": [ [ 0.124084, -0.069561, 0.158834, 0.043061 ], [ -0.173045, -0.037216, 0.118887, -0.008092 ], [ -0.011062, -0.19809, -0.078111, 0.037328 ], [ 0.0, 0.0, 0.0, 1.0 ] ], "viewer_initial_pose": [ [ -0.885254, 0.053736, 0.461993, -0.318161 ], [ -0.464901, -0.072627, -0.882379, 0.772036 ], [ -0.013863, -0.995911, 0.089275, -0.16934 ] ], "scene": "treehill", "downscale_factor": 4, "expected_scene_scale": 4.365699, "type": "object-centric" }, "nb_info": { "method": "gaussian-opacity-fields", "num_iterations": 30000, "total_train_time": 3467.71105, "resources_utilization": { "memory": 7077, "gpu_memory": 34542, "gpu_name": "NVIDIA A100-SXM4-40GB" }, "datetime": "2024-06-07T12:38:37+0200", "config_overrides": {}, "dataset_metadata": { "name": "mipnerf360", "color_space": "srgb", "evaluation_protocol": "nerf", "viewer_transform": [ [ 0.124084, -0.069561, 0.158834, 0.043061 ], [ -0.173045, -0.037216, 0.118887, -0.008092 ], [ -0.011062, -0.19809, -0.078111, 0.037328 ], [ 0.0, 0.0, 0.0, 1.0 ] ], "viewer_initial_pose": [ [ -0.885254, 0.053736, 0.461993, -0.318161 ], [ -0.464901, -0.072627, -0.882379, 0.772036 ], [ -0.013863, -0.995911, 0.089275, -0.16934 ] ], "scene": "treehill", "downscale_factor": 4, "expected_scene_scale": 4.365699, "type": "object-centric" }, "evaluation_protocol": "nerf", "nb_version": "0.0.16.dev56+g8ee0779.d20240531", "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": false, "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": "124272794b471139509cc9c26039c2a14ce94f48b261b2c99e868360bb0c861f" }, "evaluate_datetime": "2024-06-19T22:55:27", "evaluate_version": "0.0.16.dev63+g7840983.d20240612", "metrics": { "psnr": 22.44199, "ssim": 0.64294, "mae": 0.04773, "mse": 0.00689, "lpips": 0.24812, "lpips_vgg": 0.32019 }, "metrics_raw": { "psnr": "aveGQZD0l0EGs5lBVRGaQZZJoUELDKxBDUK6QbI7zUFG27FBOzTNQX2WyEH68a5Bd2fGQVIRwkHMOK9BtW/LQS48ukGKLMRB", "ssim": "dqv/PtfCAj9zpwU/rxUGP0aEDz/gRQQ/n40VP3P6OT/CnzA/ybpDPwYGPD8mKC4/AlY5P+7hMz810yk/LNxAP0oLKz+Hhj8/", "mae": "d7eaPY0wiT3EqYk9hP6JPTV6TD1+okc9VFYsPe5fGT3HpkE9s/oOPeMgBz1TUDM90K4NPd7tLT1XQUA9srkFPe2xTT2qgBs9", "mse": "JGOoPBuHTjy2akQ8WFhCPEXhHTxuquc7JuWZO7xDMjuF/sM7C2oyOx3ESzsHINU77PtYO2rUdTtXb9M7+7k7Oyn/mTt8Xmc7", "lpips": "NzaXPjEkuT4Mp6c+1QTFPqAuZD7O8IA+kyJfPtrNWT6eCFU+tWVOPjz+TT7KAlA+4DpqPsNJaz52umw+9qsxPmj1hD7EeII+", "lpips_vgg": "6WTUPujR2T5kZcs+0BPhPlgOqj6z7rM+In2cPlEMkT5EKY8+CHKFPjIwij5Udo0+Mb6PPjsElD5WVZc+8KeFPv46nj56aZU+" }, "metrics_sha256": "1b8312a77f39f08f6e27bf08cd5beeed4ddcc24dd188cec0b84ea0d4795bc620", "predictions_sha256": "558876ceef8dbcbae5958e96d74852b5d673e291f266fbc332428cb72b442b97", "ground_truth_sha256": "95b392ebdbe7f4c3d1de84e1ddbf1b15ee2668e20f25702b8b391b6ec854978e", "evaluation_protocol": "nerf" }