{
 "name": "geom-dist-gate_seed0",
 "seed": 0,
 "commit": "370c77f29abf06d70b40b6891e0716af031ef7b9",
 "config": {
  "cmd": "train",
  "name": "geom-dist-gate_seed0",
  "dist": true,
  "gate": true,
  "gate_weight": 0.02,
  "base": 16,
  "batch": 15,
  "lr": 0.0001,
  "lr_drop": 0.6,
  "samples": 480960,
  "val_every": 1000,
  "seed": 0,
  "device": "mps",
  "maps": {
   "train": 1173,
   "val": 173,
   "test": 319
  },
  "areas": {
   "train": 312,
   "val": 45,
   "test": 90
  },
  "inputs": [
   "buildings 1.5 m",
   "Tx one-hot",
   "terrain - terrain(Tx), /50.0 m",
   "log distance"
  ],
  "total_steps": 32064,
  "encoding": {
   "gray_0db": 242.6,
   "gray_per_db": 1.44
  },
  "floor_db": -127.17,
  "top_db": -47.84,
  "commit": "370c77f29abf06d70b40b6891e0716af031ef7b9",
  "torch": "2.14.0"
 },
 "train_minutes": 34.0,
 "val_best_rmse_db_outdoor": 9.817,
 "test": {
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   "rmse_db_outdoor_floor_clipped": 9.852,
   "rmse_db_where_truth_covered": 13.207,
   "bias_db_where_truth_covered": -5.757,
   "dead_painted_covered_pct": 9.96,
   "covered_painted_dead_pct": 15.01,
   "covered_pct_by_ring": {
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     "0-100 m": 86.5,
     "100-200 m": 61.4,
     "200-400 m": 40.8,
     "400-800 m": 25.5,
     "800-1200 m": 14.3
    },
    "pred": {
     "0-100 m": 90.4,
     "100-200 m": 63.5,
     "200-400 m": 41.7,
     "400-800 m": 25.2,
     "800-1200 m": 13.2
    }
   }
  },
  "06.DenseUrban": {
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   "rmse_db_outdoor_floor_clipped": 9.932,
   "rmse_db_where_truth_covered": 15.275,
   "bias_db_where_truth_covered": -8.051,
   "dead_painted_covered_pct": 9.01,
   "covered_painted_dead_pct": 21.3,
   "covered_pct_by_ring": {
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     "0-100 m": 84.4,
     "100-200 m": 54.7,
     "200-400 m": 30.6,
     "400-800 m": 15.4,
     "800-1200 m": 8.6
    },
    "pred": {
     "0-100 m": 88.7,
     "100-200 m": 56.1,
     "200-400 m": 31.2,
     "400-800 m": 15.1,
     "800-1200 m": 6.8
    }
   }
  },
  "08.OrdinaryUrban": {
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   "rmse_db_outdoor_floor_clipped": 9.716,
   "rmse_db_where_truth_covered": 10.987,
   "bias_db_where_truth_covered": -3.664,
   "dead_painted_covered_pct": 12.39,
   "covered_painted_dead_pct": 9.28,
   "covered_pct_by_ring": {
    "truth": {
     "0-100 m": 89.9,
     "100-200 m": 72.2,
     "200-400 m": 57.5,
     "400-800 m": 42.8,
     "800-1200 m": 25.3
    },
    "pred": {
     "0-100 m": 93.1,
     "100-200 m": 75.5,
     "200-400 m": 59.0,
     "400-800 m": 42.2,
     "800-1200 m": 25.5
    }
   }
  },
  "single_tx": {
   "maps": 50,
   "rmse_db_outdoor_floor_clipped": 8.327,
   "rmse_db_where_truth_covered": 12.899,
   "bias_db_where_truth_covered": -5.741,
   "dead_painted_covered_pct": 9.32,
   "covered_painted_dead_pct": 14.49,
   "covered_pct_by_ring": {
    "truth": {
     "0-100 m": 87.7,
     "100-200 m": 63.8,
     "200-400 m": 36.9,
     "400-800 m": 19.9,
     "800-1200 m": 9.3
    },
    "pred": {
     "0-100 m": 93.8,
     "100-200 m": 70.5,
     "200-400 m": 42.1,
     "400-800 m": 23.9,
     "800-1200 m": 11.9
    }
   }
  }
 },
 "test_radial_baseline": {
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  "rmse_db_outdoor_floor_clipped": 15.785,
  "rmse_db_where_truth_covered": 20.496,
  "bias_db_where_truth_covered": -17.314,
  "dead_painted_covered_pct": 100.0,
  "covered_painted_dead_pct": 0.0,
  "covered_pct_by_ring": {
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    "0-100 m": 86.5,
    "100-200 m": 61.4,
    "200-400 m": 40.8,
    "400-800 m": 25.5,
    "800-1200 m": 14.3
   },
   "pred": {
    "0-100 m": 100.0,
    "100-200 m": 100.0,
    "200-400 m": 100.0,
    "400-800 m": 100.0,
    "800-1200 m": 100.0
   }
  }
 },
 "wall_minutes": 34.2
}