| { | |
| "render_datetime": "2024-06-20T11:35:27", | |
| "render_version": "0.0.16.dev63+g7840983.d20240612", | |
| "render_dataset_metadata": { | |
| "name": "mipnerf360", | |
| "color_space": "srgb", | |
| "evaluation_protocol": "nerf", | |
| "viewer_transform": [ | |
| [ | |
| 0.21399, | |
| -0.041104, | |
| 0.059636, | |
| 0.069708 | |
| ], | |
| [ | |
| -0.07235, | |
| -0.129978, | |
| 0.170027, | |
| -0.051655 | |
| ], | |
| [ | |
| 0.003375, | |
| -0.18015, | |
| -0.13628, | |
| 0.524424 | |
| ] | |
| ], | |
| "viewer_initial_pose": [ | |
| [ | |
| 0.305489, | |
| -0.266724, | |
| 0.914076, | |
| -0.802313 | |
| ], | |
| [ | |
| -0.950199, | |
| -0.147533, | |
| 0.274512, | |
| -0.170842 | |
| ], | |
| [ | |
| 0.061638, | |
| -0.952414, | |
| -0.29851, | |
| 0.26792 | |
| ] | |
| ], | |
| "scene": "kitchen", | |
| "downscale_factor": 2, | |
| "expected_scene_scale": 4.202854, | |
| "type": "object-centric" | |
| }, | |
| "nb_info": { | |
| "method": "instant-ngp", | |
| "nb_version": "0.0.16.dev63+g7840983.d20240612", | |
| "num_iterations": 35000, | |
| "total_train_time": 258.96632, | |
| "resources_utilization": { | |
| "memory": 8588, | |
| "gpu_name": " NVIDIA A100-SXM4-40GB", | |
| "gpu_memory": 9750 | |
| }, | |
| "datetime": "2024-06-20T11:35:23", | |
| "config_overrides": {}, | |
| "dataset_metadata": { | |
| "name": "mipnerf360", | |
| "color_space": "srgb", | |
| "evaluation_protocol": "nerf", | |
| "viewer_transform": [ | |
| [ | |
| 0.21399, | |
| -0.041104, | |
| 0.059636, | |
| 0.069708 | |
| ], | |
| [ | |
| -0.07235, | |
| -0.129978, | |
| 0.170027, | |
| -0.051655 | |
| ], | |
| [ | |
| 0.003375, | |
| -0.18015, | |
| -0.13628, | |
| 0.524424 | |
| ] | |
| ], | |
| "viewer_initial_pose": [ | |
| [ | |
| 0.305489, | |
| -0.266724, | |
| 0.914076, | |
| -0.802313 | |
| ], | |
| [ | |
| -0.950199, | |
| -0.147533, | |
| 0.274512, | |
| -0.170842 | |
| ], | |
| [ | |
| 0.061638, | |
| -0.952414, | |
| -0.29851, | |
| 0.26792 | |
| ] | |
| ], | |
| "scene": "kitchen", | |
| "downscale_factor": 2, | |
| "expected_scene_scale": 4.202854, | |
| "type": "object-centric" | |
| }, | |
| "evaluation_protocol": "nerf", | |
| "hparams": { | |
| "loss.otype": "Huber", | |
| "optimizer.otype": "Ema", | |
| "optimizer.decay": 0.95, | |
| "optimizer.nested.otype": "ExponentialDecay", | |
| "optimizer.nested.decay_start": 20000, | |
| "optimizer.nested.decay_interval": 10000, | |
| "optimizer.nested.decay_base": 0.33, | |
| "optimizer.nested.nested.otype": "Adam", | |
| "optimizer.nested.nested.learning_rate": 0.01, | |
| "optimizer.nested.nested.beta1": 0.9, | |
| "optimizer.nested.nested.beta2": 0.99, | |
| "optimizer.nested.nested.epsilon": 1e-15, | |
| "optimizer.nested.nested.l2_reg": 1e-06, | |
| "encoding.otype": "HashGrid", | |
| "encoding.n_levels": 8, | |
| "encoding.n_features_per_level": 4, | |
| "encoding.log2_hashmap_size": 19, | |
| "encoding.base_resolution": 16, | |
| "network.otype": "FullyFusedMLP", | |
| "network.activation": "ReLU", | |
| "network.output_activation": "None", | |
| "network.n_neurons": 64, | |
| "network.n_hidden_layers": 1, | |
| "dir_encoding.otype": "Composite", | |
| "dir_encoding.nested": [ | |
| { | |
| "n_dims_to_encode": 3, | |
| "otype": "SphericalHarmonics", | |
| "degree": 4 | |
| }, | |
| { | |
| "otype": "Identity" | |
| } | |
| ], | |
| "rgb_network.otype": "FullyFusedMLP", | |
| "rgb_network.activation": "ReLU", | |
| "rgb_network.output_activation": "None", | |
| "rgb_network.n_neurons": 64, | |
| "rgb_network.n_hidden_layers": 2, | |
| "distortion_map.resolution": [ | |
| 32, | |
| 32 | |
| ], | |
| "distortion_map.optimizer.otype": "ExponentialDecay", | |
| "distortion_map.optimizer.decay_start": 10000, | |
| "distortion_map.optimizer.decay_interval": 5000, | |
| "distortion_map.optimizer.decay_end": 25000, | |
| "distortion_map.optimizer.decay_base": 0.33, | |
| "distortion_map.optimizer.nested.otype": "Adam", | |
| "distortion_map.optimizer.nested.learning_rate": 0.0001, | |
| "distortion_map.optimizer.nested.beta1": 0.9, | |
| "distortion_map.optimizer.nested.beta2": 0.99, | |
| "distortion_map.optimizer.nested.epsilon": 1e-08, | |
| "envmap.loss.otype": "RelativeL2", | |
| "envmap.optimizer.otype": "Ema", | |
| "envmap.optimizer.decay": 0.99, | |
| "envmap.optimizer.nested.otype": "ExponentialDecay", | |
| "envmap.optimizer.nested.decay_start": 10000, | |
| "envmap.optimizer.nested.decay_interval": 5000, | |
| "envmap.optimizer.nested.decay_base": 0.33, | |
| "envmap.optimizer.nested.nested.otype": "Adam", | |
| "envmap.optimizer.nested.nested.learning_rate": 0.01, | |
| "envmap.optimizer.nested.nested.beta1": 0.9, | |
| "envmap.optimizer.nested.nested.beta2": 0.99, | |
| "envmap.optimizer.nested.nested.beta3": 0.9, | |
| "envmap.optimizer.nested.nested.beta_shampoo": 0.0, | |
| "envmap.optimizer.nested.nested.epsilon": 1e-10, | |
| "envmap.optimizer.nested.nested.identity": 0.0001, | |
| "envmap.optimizer.nested.nested.cg_on_momentum": false, | |
| "envmap.optimizer.nested.nested.frobenius_normalization": true, | |
| "envmap.optimizer.nested.nested.l2_reg": 1e-10 | |
| }, | |
| "checkpoint_sha256": "6ad77b8489ea6460f4995e28447335a706f2791d5b2e28c9e06f51bb9e5895ea" | |
| }, | |
| "evaluate_datetime": "2024-06-20T11:37:09", | |
| "evaluate_version": "0.0.16.dev63+g7840983.d20240612", | |
| "metrics": { | |
| "psnr": 29.02023, | |
| "ssim": 0.84397, | |
| "mae": 0.02397, | |
| "mse": 0.0013, | |
| "lpips": 0.17061, | |
| "lpips_vgg": 0.25543 | |
| }, | |
| "metrics_raw": { | |
| "psnr": "KpXQQScg2kEwU/JBj9fkQbPb6UGIyOVB30LeQY1w3kHmFOZBUoLiQb+d7kExgvBBmo3fQZxu9EGKf99BYb3hQclQ6kH+4O5BXtPdQb1G50F7PehBldHkQYqL70GMGPRBtt3jQVxd4UGykPNBB3DmQUrt6kGV7/ZBMu7vQSx35kHD+fpBNbfqQeRT5kE=", | |
| "ssim": "n7xOPxcYWj8kRWY/U91eP/WcWD/E2lU/6CpWPzHGXT8Y214/E71SPxLOXz8UUmE/c05PP5KtYj+tRlM/N6dWP/yoUz9CoVI/RIk/Px+XSj+zk1c/FYJUP1DxVT+WC2I/vvxWP6bbVz+pGmI/8LBMPx7ZWD8g918/9C9bP+w9WT+GpGI/k6xhP947Rz8=", | |
| "mae": "gNPtPJBoxzynpp484YXOPIiVwTxbGME8akq+PDZ00DwFh8Q83cLTPED3uDxr47E8BF7jPGALrjzhqug8ilq+PPZDujyUqLs8tsvrPCST1jzsRsg8/wnOPPxQsTzaTas8k03dPPuj6zxbsq08WuPLPODsyjwotKU8cki2PH54vjx/QZc8JJmzPKYnyjw=", | |
| "mse": "muEhO7sA9joTLXU6Bba0OptqnDp74a86ZGXaOvpG2TqNYK46HEPBOtdliDrcKoE6n2zSOqO/ZjrewdI6y5bFOvJemjrZXoc6sCbdOqR7qDqK36M6G9W0Oq3MhDoC/mg69du5OtO7xzoHlGw6hZmsOqetlzpotFY6p1WDOgx2rDoNIz86e5qYOn0lrTo=", | |
| "lpips": "h9dNPtv0DD5uncA90LfvPYU5FT5+XCM+pZI9PpBn/T0TgPo9i7pWPtlDEj591h0+HRdWPiTQDD6WijE+HxBePsrgSD46NWQ+br2RPnYAWT4GKTQ+SANMPiMGNj7yUvY9tC9APoyeOD4ozQ0+ZEJ3PhUeJT4gkwQ+H3gzPjBQLD5XAvU9IkMHPs4QYD4=", | |
| "lpips_vgg": "nT+VPqKqaT6LgT4+IhBSPmbuWT4phoE+QoiGPvrXRz4MrGQ+dVOOPsr8cz78KHQ+kl+NPlpEfD5yrXo+4JWcPl6eiz6My44+xjCjPv2gjj6o7YM+85KNPkoyez4NrIA+RM+JPjhzeD6kZVQ+VWydPspncj6XM2c+ZwV/Popllj7Gq4M+fj6DPmKGqD4=" | |
| }, | |
| "metrics_sha256": "2779f2cf04954b57c4c2aa055e9518662ed790dfde17d3bd853079296e6f4f82", | |
| "predictions_sha256": "e8234b8218979403bad14015330e411590a11aa521bb9c1a96266ea8a8688bf7", | |
| "ground_truth_sha256": "7da58d54d956a7afc650830c867253845570134419797771ce73197456572e6f", | |
| "evaluation_protocol": "nerf" | |
| } |