{ "render_datetime": "2024-06-19T21:23:39", "render_version": "0.0.16.dev63+g7840983.d20240612", "render_dataset_metadata": { "name": "mipnerf360", "color_space": "srgb", "evaluation_protocol": "nerf", "viewer_transform": [ [ 0.021719999611377716, -0.08031000196933746, 0.1545100063085556, 0.07874999940395355 ], [ -0.1740500032901764, -0.005369999911636114, 0.02167999930679798, 0.06318999826908112 ], [ -0.005189999938011169, -0.1559399962425232, -0.08032000064849854, 0.27351999282836914 ], [ 0.0, 0.0, 0.0, 1.0 ] ], "viewer_initial_pose": [ [ -0.43733999133110046, -0.3448199927806854, 0.830560028553009, -0.6116899847984314 ], [ -0.8992199897766113, 0.15560999512672424, -0.4088900089263916, 0.4080899953842163 ], [ 0.011749999597668648, -0.9256799817085266, -0.3781200051307678, 0.26458001136779785 ] ], "scene": "room", "downscale_factor": 2, "expected_scene_scale": 5.42021, "type": "object-centric" }, "nb_info": { "method": "gaussian-splatting", "num_iterations": 30000, "total_train_time": 1342.02756, "resources_utilization": { "memory": 8139, "gpu_memory": 10288, "gpu_name": "NVIDIA A100-SXM4-40GB" }, "datetime": "2024-06-07T12:00:28+0200", "config_overrides": {}, "dataset_metadata": { "name": "mipnerf360", "color_space": "srgb", "evaluation_protocol": "nerf", "viewer_transform": [ [ 0.021719999611377716, -0.08031000196933746, 0.1545100063085556, 0.07874999940395355 ], [ -0.1740500032901764, -0.005369999911636114, 0.02167999930679798, 0.06318999826908112 ], [ -0.005189999938011169, -0.1559399962425232, -0.08032000064849854, 0.27351999282836914 ], [ 0.0, 0.0, 0.0, 1.0 ] ], "viewer_initial_pose": [ [ -0.43733999133110046, -0.3448199927806854, 0.830560028553009, -0.6116899847984314 ], [ -0.8992199897766113, 0.15560999512672424, -0.4088900089263916, 0.4080899953842163 ], [ 0.011749999597668648, -0.9256799817085266, -0.3781200051307678, 0.26458001136779785 ] ], "scene": "room", "downscale_factor": 2, "expected_scene_scale": 5.42021, "type": "object-centric" }, "evaluation_protocol": "nerf", "nb_version": "0.0.16.dev56+g8ee0779.d20240531", "hparams": { "sh_degree": 3, "white_background": 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, "percent_dense": 0.01, "lambda_dssim": 0.2, "densification_interval": 100, "opacity_reset_interval": 3000, "densify_from_iter": 500, "densify_until_iter": 15000, "densify_grad_threshold": 0.0002, "random_background": false, "convert_SHs_python": false, "compute_cov3D_python": false, "debug": false }, "checkpoint_sha256": "671cd186c9de5d2d88908d2fc5fdc899c7d72b35f548f5ea2b5c9eb2761c631e" }, "evaluate_datetime": "2024-06-19T21:24:56", "evaluate_version": "0.0.16.dev63+g7840983.d20240612", "metrics": { "psnr": 31.42956, "ssim": 0.91693, "mae": 0.0163, "mse": 0.00091, "lpips": 0.16406, "lpips_vgg": 0.28677 }, "metrics_raw": { "psnr": "0j7wQYKoBUKq1AdCriUKQkJPBkL+Z/VBX2IDQoJBCEKTqPlBjl0KQopMBUKcdA5C2HkLQuGDAUIVweNBwCEDQvXvBEKqkwpCqWIDQhKO8EGPJ/xB9QbzQQTWBULgJt1BQrr4QUQeAELI2fFBGgn8QQAu9UH9zeRBDnP4Qa9oAEKLGN5BuIHwQdGM00HB3d5BOsyyQQtqAkIcMvpB", "ssim": "uaVhP1AhZz9fRGY/7oRtP56/cj+OC28/QbdrPwdAdT9uS20/yxpyP3a8bj9gl24/X+5wP8Q1bD/RvG0/8ItiP60CbD/o2G8/3dZsP4Otbj+lOm4/J+hdP5GVbT/eHGQ/Z9hrP5zEaz82V2s/aLloPySeZz+LV2c/BfBiP/0vWj8afWw/uKZqP/UNcD86fHM/XyRfP9A+bj+eGmQ/", "mae": "mG+YPF2vYjyqXVc8x2dNPPeJQTzmHkY8tXSIPJz5QjySOGE8G31EPNQUWDza2zI8Gt5DPBcAczxbdIY8bztwPGJdcDyVMC88SIR9PP8RfTwCZGM81F+QPGjvWTy/fKA8ymGJPD/EhzxCaYM8LrKFPDpDkjzl/8Q8iP2QPEFzkDygJqo8SGOYPHRTyDwVT588wjYjPe6uUjxifpI8", "mse": "RiaCOg/Y7jk7xNI5enS4OdYN5jldXmA6oh8IOrerzTmnhUY64Sa2OarV8zm48I85QN+qOTKWFzpcdbo6tx0KOtH2+Dn18rM5YB0IOrf+gDqewjg6N0VwOotp7Dlfe+E6yulLOqFHJDq0i3g612Q5OhnWYTrT57Q6Vo1NOsONIToWcNs6nyyBOhKhFDs7oNY6hcG+O97wDzrZeUM6", "lpips": "eb8xPpbNJj5Wqjg+OXz/Pcyr8z1KiP09Am4GPnWXxT1gMBU+4DruPQDjAz4ZCss9qqjbPdTPET7co+89fqtfPsHNED5Rd+Y9mqUvPo528z3RFec9SwCFPhCa1z3AxDQ+63crPqx5OT70Vfs961hDPsHiUD47ATM+pJNqPpylij6poQc+dlcWPnisaz5zpjw+yGeePjVdXD5+roE+", "lpips_vgg": "0E6HPtO/aj4Mfn0+Lg97PsIhhT5WloA+F75wPoAfbD53eYU+LM1nPpWGdD50GIQ+NEd/PnXZfT5s7oI+mNuaPvZTij6z3oI+/ledPt/ueD64zmI+i7e9Pj/aTj6ClIM+3K2ZPj+Klj4LjpA+il6dPmGcmD6By5w+aI+zPjpBtT58aI8+aFuhPsG8zz4SDr0+pCbnPtDquT479sA+" }, "metrics_sha256": "c787fae8a0c7aa51f9653e9f02bc7da1fa96ba1bcc47d58513dd84fa6f61809e", "predictions_sha256": "51dc30e0074eb6287af17907d423902d2cc6fc92e2dd37370073f98669e7d5d9", "ground_truth_sha256": "9bdd71e54d0959e907a14b5604f9701af4b6d3d2f724e64cc748b9fba443ec2d", "evaluation_protocol": "nerf" }