gaussian-opacity-fields/mipnerf360/kitchen.json

{
  "render_datetime": "2024-06-19T22:47:29",
  "render_version": "0.0.16.dev63+g7840983.d20240612",
  "render_dataset_metadata": {
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    "color_space": "srgb",
    "evaluation_protocol": "nerf",
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    "scene": "kitchen",
    "downscale_factor": 2,
    "expected_scene_scale": 4.202854,
    "type": "object-centric"
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  "nb_info": {
    "method": "gaussian-opacity-fields",
    "num_iterations": 30000,
    "total_train_time": 4349.81452,
    "resources_utilization": {
      "memory": 5440,
      "gpu_memory": 23508,
      "gpu_name": "NVIDIA A100-SXM4-40GB"
    },
    "datetime": "2024-06-07T12:52:50+0200",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "mipnerf360",
      "color_space": "srgb",
      "evaluation_protocol": "nerf",
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      "scene": "kitchen",
      "downscale_factor": 2,
      "expected_scene_scale": 4.202854,
      "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": "b22d75347ce7f81a19ed778be514162b8958ea18591234ccd80e6d94bce118fc"
  },
  "evaluate_datetime": "2024-06-19T22:48:47",
  "evaluate_version": "0.0.16.dev63+g7840983.d20240612",
  "metrics": {
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    "ssim": 0.92461,
    "mae": 0.01753,
    "mse": 0.00084,
    "lpips": 0.09622,
    "lpips_vgg": 0.15845
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    "mae": "ZbeuPIkpgjyDkGY8cMmNPIX5kTx7HIs8iN/OPOA/ijzEkZw8xU+MPAYpfzxSe5Q8yRq4PB4Pajx146A8MMFePMYgcjy1vYU8CE6VPIS/gTz6vG88uyRyPPkDYTz0vHU81yyNPNkajTzS8V88VGXtPADthjzXAZw8Wa2HPK6hgjyWVV48u4yZPP3M3jw=",
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    "lpips": "qMnGPTE6kT3S5Gk9NPJaPf82iz3fp689/fVJPsrukD2KatU99Cn5PXpBpT1bBvE9REzJPSfnoD2g77Q9hPCWPda9gD27RLo9pq3IPUg1rj2z4bM9pUOlPSdVkj2kQKE9ZLWgPcLFmz22t6A99vqCPsy8dD3jCsY9EsCxPXTnyT2db5Q9hYbyPZx1aD4=",
    "lpips_vgg": "hLYsPpSDAj4qpQA+8VniPagt8z3Eghc+0Ip2Pm583z1ATks+BMcnPvz3ID5cWTw+QP0RPhyxKz6eDgU+fQkcPrnpDz6SJRg+I54RPjU+Bz7noQA+KGQVPgMkBT7Bsi0+tmnoPcJ0zT0HAQY+PlydPjpQrz2Q5x0+woYTPtorST49yjE+teNlPrD/qz4="
  },
  "metrics_sha256": "a84b1098ac80223610bb6861ae83525065605a8652994c8871fd75abcd4b29cb",
  "predictions_sha256": "70c5f26bdd7dacbd1b2c0c8fce0b5930d4dfa1367e8e2f95c32913dac06beb55",
  "ground_truth_sha256": "ecf57d62ed12265518dca292475c9498d3a8e92b2221c8ff94ec71d3e0cd33c9",
  "evaluation_protocol": "nerf"
}