{ "render_datetime": "2024-06-21T13:49:05", "render_version": "0.0.16.dev63+g7840983.d20240612", "render_dataset_metadata": { "name": "blender", "scene": "ficus", "color_space": "srgb", "type": "object-centric", "evaluation_protocol": "nerf", "expected_scene_scale": 4, "viewer_transform": [ [ 0.015239, -0.242022, 0.01308, -0.0 ], [ 0.242374, 0.015261, -1e-06, 0.0 ], [ -0.000821, 0.013054, 0.242502, -0.0 ] ], "viewer_initial_pose": [ [ -0.062749, -0.768168, 0.637166, -0.623771 ], [ -0.998024, 0.046133, -0.042669, 0.041772 ], [ 0.003382, -0.638584, -0.769544, 0.753366 ] ], "background_color": [ 255, 255, 255 ] }, "nb_info": { "method": "tensorf", "num_iterations": 30000, "total_train_time": 644.4917, "resources_utilization": { "memory": 6070, "gpu_memory": 7452, "gpu_name": "NVIDIA A100-SXM4-40GB" }, "datetime": "2024-06-01T07:31:12+0200", "config_overrides": { "base_config": "lego.txt" }, "dataset_metadata": { "name": "blender", "scene": "ficus", "color_space": "srgb", "type": "object-centric", "evaluation_protocol": "nerf", "expected_scene_scale": 4, "viewer_transform": [ [ 0.105706, 0.21158, 0.033192, -0.0 ], [ -0.214074, 0.103294, 0.023324, 0.0 ], [ 0.006307, -0.040074, 0.235363, -0.0 ] ], "viewer_initial_pose": [ [ -0.315746, 0.021087, -0.948609, 0.913291 ], [ 0.947558, -0.045016, -0.316397, 0.304617 ], [ -0.049374, -0.998764, -0.005767, 0.005553 ] ], "background_color": [ 255, 255, 255 ] }, "evaluation_protocol": "nerf", "nb_version": "0.0.16.dev56+g8ee0779.d20240531", "hparams": { "config": null, "expname": "tensorf_lego_VM", "basedir": "./log", "add_timestamp": 0, "datadir": "./data/nerf_synthetic/lego", "progress_refresh_rate": 10, "with_depth": false, "downsample_train": 1.0, "downsample_test": 1.0, "model_name": "TensorVMSplit", "batch_size": 4096, "n_iters": 30000, "dataset_name": "blender", "lr_init": 0.02, "lr_basis": 0.001, "lr_decay_iters": -1, "lr_decay_target_ratio": 0.1, "lr_upsample_reset": 1, "L1_weight_inital": 8e-05, "L1_weight_rest": 4e-05, "Ortho_weight": 0.0, "TV_weight_density": 0.0, "TV_weight_app": 0.0, "n_lamb_sigma": [ 16, 16, 16 ], "n_lamb_sh": [ 48, 48, 48 ], "data_dim_color": 27, "rm_weight_mask_thre": 0.0001, "alpha_mask_thre": 0.0001, "distance_scale": 25, "density_shift": -10, "shadingMode": "MLP_Fea", "pos_pe": 6, "view_pe": 2, "fea_pe": 2, "featureC": 128, "ckpt": null, "render_only": 0, "render_test": 1, "render_train": 0, "render_path": 0, "export_mesh": 0, "lindisp": false, "perturb": 1.0, "accumulate_decay": 0.998, "fea2denseAct": "softplus", "ndc_ray": 0, "nSamples": 1000000.0, "step_ratio": 0.5, "white_bkgd": false, "N_voxel_init": 2097156, "N_voxel_final": 27000000, "upsamp_list": [ 2000, 3000, 4000, 5500, 7000 ], "update_AlphaMask_list": [ 2000, 4000 ], "idx_view": 0, "N_vis": 5, "vis_every": 10000 }, "checkpoint_sha256": "94ed91072c59041b3eb2a32d61cc04d53621c4f75e13fd384b9bbd59cc23429b" }, "evaluate_datetime": "2024-06-21T13:53:15", "evaluate_version": "0.0.16.dev63+g7840983.d20240612", "metrics": { "psnr": 34.05604, "ssim": 0.9824, "mae": 0.0057, "mse": 0.00041, "lpips": 0.01248, "lpips_vgg": 0.02871 }, "metrics_raw": { "psnr": "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", "ssim": "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", "mae": "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", "mse": "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", "lpips": "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", "lpips_vgg": "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" }, "metrics_sha256": "26011bbaf406211275bf5875134d71db3271a52028c8066f7ac552fa14d84bed", "predictions_sha256": "5eddcebcd150c7362533e89a726895266f777afb44b8c3990d2bbf735ce526a0", "ground_truth_sha256": "a07e7c72ebb75346ab00dedff833c951b5cded20d75e3a7a17295dbc3dad7575", "evaluation_protocol": "nerf" }