{ "results": [ { "aw_rel": 0.08052738380554773, "max_err": 0.11331282600437803, "actual_elements": 2012, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.5852655172348022, "score_mean": 0.21816910803318024, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 10, "n_interface": 353, "n_outside": 149, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.16666666666666669, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 502, "score_decreased": null }, { "score_max": 0.2926327586174011, "score_mean": 0.20857807993888855, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 43, "n_interface": 388, "n_outside": 149, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666674, "selected_y_range": 0.15624999999999994, "step": 1, "n_elem": 580, "target_elements": 2000, "gap": 1420, "cutoff_score": 0.2926327586174011, "num_tied_at_cutoff": 43, "score_decreased": true }, { "score_max": 0.2926327586174011, "score_mean": 0.18396154046058655, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 118, "n_interface": 447, "n_outside": 149, "selected_inside_frac": 0.47619047619047616, "selected_interface_frac": 0.5238095238095238, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.31250000000000006, "step": 2, "n_elem": 714, "target_elements": 2000, "gap": 1286, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 476, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.16945083439350128, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 523, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.4583333333333333, "step": 3, "n_elem": 830, "target_elements": 2000, "gap": 1170, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 444, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.15505248308181763, "score_p50": 0.14631637930870056, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 667, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 974, "target_elements": 2000, "gap": 1026, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 386, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.1430462896823883, "score_p50": 0.14631637930870056, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 831, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1138, "target_elements": 2000, "gap": 862, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 322, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.13322575390338898, "score_p50": 0.10542818903923035, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1011, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1318, "target_elements": 2000, "gap": 682, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 256, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.12484901398420334, "score_p50": 0.10542818903923035, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1215, "n_outside": 150, "selected_inside_frac": 0.0, "selected_interface_frac": 0.7333333333333333, "selected_outside_frac": 0.26666666666666666, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.9375, "step": 7, "n_elem": 1523, "target_elements": 2000, "gap": 477, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 182, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.11770134419202805, "score_p50": 0.10542818903923035, "score_p90": 0.1490979790687561, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1339, "n_outside": 259, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1756, "target_elements": 2000, "gap": 244, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 98, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.11217573285102844, "score_p50": 0.10542818903923035, "score_p90": 0.14631637930870056, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1340, "n_outside": 488, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.0625, "selected_y_range": 0.8125, "step": 9, "n_elem": 1986, "target_elements": 2000, "gap": 14, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 24, "score_decreased": true } ], "sample_id": 0, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.07815755228655923, "max_err": 0.11531703879233438, "actual_elements": 2091, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9934565424919128, "score_mean": 0.07500632107257843, "score_p50": 6.093935667195183e-08, "score_p90": 0.07531663775444031, "fraction_gt1": 0.0, "n_inside": 10, "n_interface": 353, "n_outside": 149, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.18749999999999994, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9718235731124878, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9889408946037292, "score_mean": 0.11986444890499115, "score_p50": 6.333994519991393e-07, "score_p90": 0.7595665454864502, "fraction_gt1": 0.0, "n_inside": 42, "n_interface": 399, "n_outside": 149, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.07291666666666674, "selected_y_range": 0.10416666666666674, "step": 1, "n_elem": 590, "target_elements": 2000, "gap": 1410, "cutoff_score": 0.9690684080123901, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884064793586731, "score_mean": 0.10657678544521332, "score_p50": 5.227629662840627e-05, "score_p90": 0.5473951101303101, "fraction_gt1": 0.0, "n_inside": 112, "n_interface": 419, "n_outside": 149, "selected_inside_frac": 0.25, "selected_interface_frac": 0.75, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.3333333333333333, "step": 2, "n_elem": 680, "target_elements": 2000, "gap": 1320, "cutoff_score": 0.9624195694923401, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9921642541885376, "score_mean": 0.13704104721546173, "score_p50": 0.0002797393244691193, "score_p90": 0.6833012104034424, "fraction_gt1": 0.0, "n_inside": 140, "n_interface": 507, "n_outside": 149, "selected_inside_frac": 0.043478260869565216, "selected_interface_frac": 0.9565217391304348, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.31249999999999994, "step": 3, "n_elem": 796, "target_elements": 2000, "gap": 1204, "cutoff_score": 0.9497892260551453, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9846216440200806, "score_mean": 0.15107499063014984, "score_p50": 0.0011595698306337, "score_p90": 0.7330833673477173, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 629, "n_outside": 149, "selected_inside_frac": 0.37037037037037035, "selected_interface_frac": 0.6296296296296297, "selected_outside_frac": 0.0, "selected_x_range": 0.43750000000000006, "selected_y_range": 0.37500000000000006, "step": 4, "n_elem": 924, "target_elements": 2000, "gap": 1076, "cutoff_score": 0.9488162994384766, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886919260025024, "score_mean": 0.1602586805820465, "score_p50": 0.0014855308691039681, "score_p90": 0.7576364278793335, "fraction_gt1": 0.0, "n_inside": 208, "n_interface": 725, "n_outside": 149, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.8125, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.75, "step": 5, "n_elem": 1082, "target_elements": 2000, "gap": 918, "cutoff_score": 0.9326253533363342, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884822368621826, "score_mean": 0.167030930519104, "score_p50": 0.0016726161120459437, "score_p90": 0.7636300921440125, "fraction_gt1": 0.0, "n_inside": 250, "n_interface": 886, "n_outside": 158, "selected_inside_frac": 0.23684210526315788, "selected_interface_frac": 0.6052631578947368, "selected_outside_frac": 0.15789473684210525, "selected_x_range": 0.6875, "selected_y_range": 0.875, "step": 6, "n_elem": 1294, "target_elements": 2000, "gap": 706, "cutoff_score": 0.9395723342895508, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9829899072647095, "score_mean": 0.15791092813014984, "score_p50": 0.0013266829773783684, "score_p90": 0.7393683791160583, "fraction_gt1": 0.0, "n_inside": 305, "n_interface": 1026, "n_outside": 199, "selected_inside_frac": 0.17777777777777778, "selected_interface_frac": 0.6444444444444445, "selected_outside_frac": 0.17777777777777778, "selected_x_range": 0.875, "selected_y_range": 0.875, "step": 7, "n_elem": 1530, "target_elements": 2000, "gap": 470, "cutoff_score": 0.9371219873428345, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9867375493049622, "score_mean": 0.15111692249774933, "score_p50": 0.0016333359526470304, "score_p90": 0.7256923913955688, "fraction_gt1": 0.0, "n_inside": 338, "n_interface": 1199, "n_outside": 247, "selected_inside_frac": 0.11320754716981132, "selected_interface_frac": 0.6981132075471698, "selected_outside_frac": 0.18867924528301888, "selected_x_range": 0.9375, "selected_y_range": 0.8958333333333333, "step": 8, "n_elem": 1784, "target_elements": 2000, "gap": 216, "cutoff_score": 0.9288814067840576, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 0, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.08189206624265355, "max_err": 0.11010402980149006, "actual_elements": 2023, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 5.438248634338379, "score_mean": -4.76837158203125e-07, "score_p50": -0.22538062930107117, "score_p90": -0.06992969661951065, "fraction_gt1": 0.07421875, "n_inside": 10, "n_interface": 353, "n_outside": 149, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.18749999999999994, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 1.7804309129714966, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.6309945583343506, "score_mean": -3.2327943699783646e-07, "score_p50": -0.14177681505680084, "score_p90": 0.6716103553771973, "fraction_gt1": 0.08813559322033898, "n_inside": 42, "n_interface": 399, "n_outside": 149, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.07291666666666674, "selected_y_range": 0.10416666666666674, "step": 1, "n_elem": 590, "target_elements": 2000, "gap": 1410, "cutoff_score": 2.5969438552856445, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.8590035438537598, "score_mean": -5.04886429553153e-07, "score_p50": 0.03841699659824371, "score_p90": 0.5662412643432617, "fraction_gt1": 0.07352941176470588, "n_inside": 112, "n_interface": 419, "n_outside": 149, "selected_inside_frac": 0.7, "selected_interface_frac": 0.3, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.31249999999999994, "step": 2, "n_elem": 680, "target_elements": 2000, "gap": 1320, "cutoff_score": 1.8898340463638306, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8158512115478516, "score_mean": -1.4559913097400567e-07, "score_p50": 0.11797866225242615, "score_p90": 0.7131918668746948, "fraction_gt1": 0.07888040712468193, "n_inside": 157, "n_interface": 480, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.3958333333333333, "step": 3, "n_elem": 786, "target_elements": 2000, "gap": 1214, "cutoff_score": 1.736061930656433, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8181957006454468, "score_mean": -2.012148030416938e-07, "score_p50": 0.2397436946630478, "score_p90": 0.8137219548225403, "fraction_gt1": 0.07802197802197802, "n_inside": 157, "n_interface": 604, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 910, "target_elements": 2000, "gap": 1090, "cutoff_score": 1.3406727313995361, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.830768346786499, "score_mean": -2.8899222570544225e-08, "score_p50": -0.14503276348114014, "score_p90": 0.8663500547409058, "fraction_gt1": 0.08238636363636363, "n_inside": 157, "n_interface": 750, "n_outside": 149, "selected_inside_frac": 0.16129032258064516, "selected_interface_frac": 0.8387096774193549, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.8125, "step": 5, "n_elem": 1056, "target_elements": 2000, "gap": 944, "cutoff_score": 1.2298989295959473, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0031492710113525, "score_mean": -2.9296876391526894e-07, "score_p50": -0.12529097497463226, "score_p90": 1.1045702695846558, "fraction_gt1": 0.116, "n_inside": 177, "n_interface": 913, "n_outside": 160, "selected_inside_frac": 0.10810810810810811, "selected_interface_frac": 0.40540540540540543, "selected_outside_frac": 0.4864864864864865, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8125, "step": 6, "n_elem": 1250, "target_elements": 2000, "gap": 750, "cutoff_score": 1.3743970394134521, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2431201934814453, "score_mean": -8.343835133928224e-08, "score_p50": -0.5032551288604736, "score_p90": 1.0565963983535767, "fraction_gt1": 0.12440191387559808, "n_inside": 197, "n_interface": 1012, "n_outside": 254, "selected_inside_frac": 0.4186046511627907, "selected_interface_frac": 0.37209302325581395, "selected_outside_frac": 0.20930232558139536, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9166666666666667, "step": 7, "n_elem": 1463, "target_elements": 2000, "gap": 537, "cutoff_score": 1.5340217351913452, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3994226455688477, "score_mean": 0.0, "score_p50": -0.4209725856781006, "score_p90": 1.219143033027649, "fraction_gt1": 0.16339869281045752, "n_inside": 281, "n_interface": 1101, "n_outside": 301, "selected_inside_frac": 0.48, "selected_interface_frac": 0.38, "selected_outside_frac": 0.14, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1683, "target_elements": 2000, "gap": 317, "cutoff_score": 1.7154951095581055, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.750715494155884, "score_mean": -1.8808985657869925e-07, "score_p50": -0.32049715518951416, "score_p90": 1.2590558528900146, "fraction_gt1": 0.12018489984591679, "n_inside": 388, "n_interface": 1212, "n_outside": 347, "selected_inside_frac": 0.0, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.6470588235294118, "selected_x_range": 0.25, "selected_y_range": 0.375, "step": 9, "n_elem": 1947, "target_elements": 2000, "gap": 53, "cutoff_score": 2.3474488258361816, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 0, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.07898092907272944, "max_err": 0.11923865109825912, "actual_elements": 4144, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.5852655172348022, "score_mean": 0.21816910803318024, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 10, "n_interface": 353, "n_outside": 149, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.16666666666666669, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 502, "score_decreased": null }, { "score_max": 0.2926327586174011, "score_mean": 0.20857807993888855, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 43, "n_interface": 388, "n_outside": 149, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666674, "selected_y_range": 0.15624999999999994, "step": 1, "n_elem": 580, "target_elements": 4000, "gap": 3420, "cutoff_score": 0.2926327586174011, "num_tied_at_cutoff": 43, "score_decreased": true }, { "score_max": 0.2926327586174011, "score_mean": 0.18396154046058655, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 118, "n_interface": 447, "n_outside": 149, "selected_inside_frac": 0.47619047619047616, "selected_interface_frac": 0.5238095238095238, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.31250000000000006, "step": 2, "n_elem": 714, "target_elements": 4000, "gap": 3286, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 476, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.16945083439350128, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 523, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.4583333333333333, "step": 3, "n_elem": 830, "target_elements": 4000, "gap": 3170, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 444, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.15505248308181763, "score_p50": 0.14631637930870056, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 667, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 974, "target_elements": 4000, "gap": 3026, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 386, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.1430462896823883, "score_p50": 0.14631637930870056, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 831, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1138, "target_elements": 4000, "gap": 2862, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 322, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.13322575390338898, "score_p50": 0.10542818903923035, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1011, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1318, "target_elements": 4000, "gap": 2682, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 256, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.12484901398420334, "score_p50": 0.10542818903923035, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1215, "n_outside": 150, "selected_inside_frac": 0.0, "selected_interface_frac": 0.7333333333333333, "selected_outside_frac": 0.26666666666666666, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.9375, "step": 7, "n_elem": 1523, "target_elements": 4000, "gap": 2477, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 182, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.11770134419202805, "score_p50": 0.10542818903923035, "score_p90": 0.1490979790687561, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1339, "n_outside": 259, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1756, "target_elements": 4000, "gap": 2244, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 98, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.11217573285102844, "score_p50": 0.10542818903923035, "score_p90": 0.14631637930870056, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1340, "n_outside": 488, "selected_inside_frac": 0.2033898305084746, "selected_interface_frac": 0.3898305084745763, "selected_outside_frac": 0.4067796610169492, "selected_x_range": 0.78125, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1986, "target_elements": 4000, "gap": 2014, "cutoff_score": 0.1490979790687561, "num_tied_at_cutoff": 146, "score_decreased": true }, { "score_max": 0.1490979790687561, "score_mean": 0.10605624318122864, "score_p50": 0.10542818903923035, "score_p90": 0.14631637930870056, "fraction_gt1": 0.0, "n_inside": 211, "n_interface": 1457, "n_outside": 572, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.9166666666666667, "step": 10, "n_elem": 2240, "target_elements": 4000, "gap": 1760, "cutoff_score": 0.1490979790687561, "num_tied_at_cutoff": 106, "score_decreased": true }, { "score_max": 0.1490979790687561, "score_mean": 0.09896855056285858, "score_p50": 0.10542818903923035, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 211, "n_interface": 1762, "n_outside": 577, "selected_inside_frac": 0.5263157894736842, "selected_interface_frac": 0.0, "selected_outside_frac": 0.47368421052631576, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2550, "target_elements": 4000, "gap": 1450, "cutoff_score": 0.14631637930870056, "num_tied_at_cutoff": 127, "score_decreased": true }, { "score_max": 0.14631637930870056, "score_mean": 0.09043122828006744, "score_p50": 0.10542818903923035, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 387, "n_interface": 1884, "n_outside": 739, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.2708333333333333, "step": 12, "n_elem": 3010, "target_elements": 4000, "gap": 990, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 1510, "score_decreased": true }, { "score_max": 0.10542818903923035, "score_mean": 0.08514362573623657, "score_p50": 0.07454898953437805, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 597, "n_interface": 2046, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4270833333333333, "selected_y_range": 0.4166666666666667, "step": 13, "n_elem": 3382, "target_elements": 4000, "gap": 618, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 1456, "score_decreased": true }, { "score_max": 0.10542818903923035, "score_mean": 0.0794186219573021, "score_p50": 0.07454898953437805, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 597, "n_interface": 2486, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4791666666666667, "selected_y_range": 0.5208333333333333, "step": 14, "n_elem": 3822, "target_elements": 4000, "gap": 178, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 1300, "score_decreased": true } ], "sample_id": 0, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.07903923192488811, "max_err": 0.11735248633410866, "actual_elements": 4073, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9934565424919128, "score_mean": 0.07500632107257843, "score_p50": 6.093935667195183e-08, "score_p90": 0.07531663775444031, "fraction_gt1": 0.0, "n_inside": 10, "n_interface": 353, "n_outside": 149, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.18749999999999994, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9718235731124878, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9889408946037292, "score_mean": 0.11986444890499115, "score_p50": 6.333994519991393e-07, "score_p90": 0.7595665454864502, "fraction_gt1": 0.0, "n_inside": 42, "n_interface": 399, "n_outside": 149, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.07291666666666674, "selected_y_range": 0.10416666666666674, "step": 1, "n_elem": 590, "target_elements": 4000, "gap": 3410, "cutoff_score": 0.9690684080123901, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884064793586731, "score_mean": 0.10657678544521332, "score_p50": 5.227629662840627e-05, "score_p90": 0.5473951101303101, "fraction_gt1": 0.0, "n_inside": 112, "n_interface": 419, "n_outside": 149, "selected_inside_frac": 0.25, "selected_interface_frac": 0.75, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.3333333333333333, "step": 2, "n_elem": 680, "target_elements": 4000, "gap": 3320, "cutoff_score": 0.9624195694923401, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9921642541885376, "score_mean": 0.13704104721546173, "score_p50": 0.0002797393244691193, "score_p90": 0.6833012104034424, "fraction_gt1": 0.0, "n_inside": 140, "n_interface": 507, "n_outside": 149, "selected_inside_frac": 0.043478260869565216, "selected_interface_frac": 0.9565217391304348, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.31249999999999994, "step": 3, "n_elem": 796, "target_elements": 4000, "gap": 3204, "cutoff_score": 0.9497892260551453, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9846216440200806, "score_mean": 0.15107499063014984, "score_p50": 0.0011595698306337, "score_p90": 0.7330833673477173, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 629, "n_outside": 149, "selected_inside_frac": 0.37037037037037035, "selected_interface_frac": 0.6296296296296297, "selected_outside_frac": 0.0, "selected_x_range": 0.43750000000000006, "selected_y_range": 0.37500000000000006, "step": 4, "n_elem": 924, "target_elements": 4000, "gap": 3076, "cutoff_score": 0.9488162994384766, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886919260025024, "score_mean": 0.1602586805820465, "score_p50": 0.0014855308691039681, "score_p90": 0.7576364278793335, "fraction_gt1": 0.0, "n_inside": 208, "n_interface": 725, "n_outside": 149, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.8125, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.75, "step": 5, "n_elem": 1082, "target_elements": 4000, "gap": 2918, "cutoff_score": 0.9326253533363342, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884822368621826, "score_mean": 0.167030930519104, "score_p50": 0.0016726161120459437, "score_p90": 0.7636300921440125, "fraction_gt1": 0.0, "n_inside": 250, "n_interface": 886, "n_outside": 158, "selected_inside_frac": 0.23684210526315788, "selected_interface_frac": 0.6052631578947368, "selected_outside_frac": 0.15789473684210525, "selected_x_range": 0.6875, "selected_y_range": 0.875, "step": 6, "n_elem": 1294, "target_elements": 4000, "gap": 2706, "cutoff_score": 0.9395723342895508, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9829899072647095, "score_mean": 0.15791092813014984, "score_p50": 0.0013266829773783684, "score_p90": 0.7393683791160583, "fraction_gt1": 0.0, "n_inside": 305, "n_interface": 1026, "n_outside": 199, "selected_inside_frac": 0.17777777777777778, "selected_interface_frac": 0.6444444444444445, "selected_outside_frac": 0.17777777777777778, "selected_x_range": 0.875, "selected_y_range": 0.875, "step": 7, "n_elem": 1530, "target_elements": 4000, "gap": 2470, "cutoff_score": 0.9371219873428345, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9867375493049622, "score_mean": 0.15111692249774933, "score_p50": 0.0016333359526470304, "score_p90": 0.7256923913955688, "fraction_gt1": 0.0, "n_inside": 338, "n_interface": 1199, "n_outside": 247, "selected_inside_frac": 0.11320754716981132, "selected_interface_frac": 0.6981132075471698, "selected_outside_frac": 0.18867924528301888, "selected_x_range": 0.9375, "selected_y_range": 0.8958333333333333, "step": 8, "n_elem": 1784, "target_elements": 4000, "gap": 2216, "cutoff_score": 0.9288814067840576, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9868490695953369, "score_mean": 0.14866839349269867, "score_p50": 0.0016517328331246972, "score_p90": 0.715869665145874, "fraction_gt1": 0.0, "n_inside": 389, "n_interface": 1408, "n_outside": 294, "selected_inside_frac": 0.16129032258064516, "selected_interface_frac": 0.7419354838709677, "selected_outside_frac": 0.0967741935483871, "selected_x_range": 0.9375, "selected_y_range": 0.9166666666666667, "step": 9, "n_elem": 2091, "target_elements": 4000, "gap": 1909, "cutoff_score": 0.9164719581604004, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9862514138221741, "score_mean": 0.13654521107673645, "score_p50": 0.001580156502313912, "score_p90": 0.6341267228126526, "fraction_gt1": 0.0, "n_inside": 450, "n_interface": 1665, "n_outside": 342, "selected_inside_frac": 0.2054794520547945, "selected_interface_frac": 0.4246575342465753, "selected_outside_frac": 0.3698630136986301, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2457, "target_elements": 4000, "gap": 1543, "cutoff_score": 0.9063092470169067, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9769663214683533, "score_mean": 0.135296031832695, "score_p50": 0.0009819662664085627, "score_p90": 0.5987653732299805, "fraction_gt1": 0.0, "n_inside": 532, "n_interface": 1864, "n_outside": 463, "selected_inside_frac": 0.12941176470588237, "selected_interface_frac": 0.788235294117647, "selected_outside_frac": 0.08235294117647059, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2859, "target_elements": 4000, "gap": 1141, "cutoff_score": 0.880954921245575, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9748899340629578, "score_mean": 0.14992962777614594, "score_p50": 0.001078388886526227, "score_p90": 0.6928356885910034, "fraction_gt1": 0.0, "n_inside": 619, "n_interface": 2283, "n_outside": 494, "selected_inside_frac": 0.33663366336633666, "selected_interface_frac": 0.5841584158415841, "selected_outside_frac": 0.07920792079207921, "selected_x_range": 0.96875, "selected_y_range": 0.875, "step": 12, "n_elem": 3396, "target_elements": 4000, "gap": 604, "cutoff_score": 0.9041675329208374, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9857368469238281, "score_mean": 0.16217035055160522, "score_p50": 0.0011920253746211529, "score_p90": 0.7646087408065796, "fraction_gt1": 0.0, "n_inside": 779, "n_interface": 2638, "n_outside": 529, "selected_inside_frac": 0.05555555555555555, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.16666666666666666, "selected_x_range": 0.7395833333333333, "selected_y_range": 0.7083333333333334, "step": 13, "n_elem": 3946, "target_elements": 4000, "gap": 54, "cutoff_score": 0.9639667272567749, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 0, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.079231875396727, "max_err": 0.11919562530125011, "actual_elements": 4023, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 5.438248634338379, "score_mean": -4.76837158203125e-07, "score_p50": -0.22538062930107117, "score_p90": -0.06992969661951065, "fraction_gt1": 0.07421875, "n_inside": 10, "n_interface": 353, "n_outside": 149, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.18749999999999994, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 1.7804309129714966, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.6309945583343506, "score_mean": -3.2327943699783646e-07, "score_p50": -0.14177681505680084, "score_p90": 0.6716103553771973, "fraction_gt1": 0.08813559322033898, "n_inside": 42, "n_interface": 399, "n_outside": 149, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.07291666666666674, "selected_y_range": 0.10416666666666674, "step": 1, "n_elem": 590, "target_elements": 4000, "gap": 3410, "cutoff_score": 2.5969438552856445, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.8590035438537598, "score_mean": -5.04886429553153e-07, "score_p50": 0.03841699659824371, "score_p90": 0.5662412643432617, "fraction_gt1": 0.07352941176470588, "n_inside": 112, "n_interface": 419, "n_outside": 149, "selected_inside_frac": 0.7, "selected_interface_frac": 0.3, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.31249999999999994, "step": 2, "n_elem": 680, "target_elements": 4000, "gap": 3320, "cutoff_score": 1.8898340463638306, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8158512115478516, "score_mean": -1.4559913097400567e-07, "score_p50": 0.11797866225242615, "score_p90": 0.7131918668746948, "fraction_gt1": 0.07888040712468193, "n_inside": 157, "n_interface": 480, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.3958333333333333, "step": 3, "n_elem": 786, "target_elements": 4000, "gap": 3214, "cutoff_score": 1.736061930656433, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8181957006454468, "score_mean": -2.012148030416938e-07, "score_p50": 0.2397436946630478, "score_p90": 0.8137219548225403, "fraction_gt1": 0.07802197802197802, "n_inside": 157, "n_interface": 604, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 910, "target_elements": 4000, "gap": 3090, "cutoff_score": 1.3406727313995361, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.830768346786499, "score_mean": -2.8899222570544225e-08, "score_p50": -0.14503276348114014, "score_p90": 0.8663500547409058, "fraction_gt1": 0.08238636363636363, "n_inside": 157, "n_interface": 750, "n_outside": 149, "selected_inside_frac": 0.16129032258064516, "selected_interface_frac": 0.8387096774193549, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.8125, "step": 5, "n_elem": 1056, "target_elements": 4000, "gap": 2944, "cutoff_score": 1.2298989295959473, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0031492710113525, "score_mean": -2.9296876391526894e-07, "score_p50": -0.12529097497463226, "score_p90": 1.1045702695846558, "fraction_gt1": 0.116, "n_inside": 177, "n_interface": 913, "n_outside": 160, "selected_inside_frac": 0.10810810810810811, "selected_interface_frac": 0.40540540540540543, "selected_outside_frac": 0.4864864864864865, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8125, "step": 6, "n_elem": 1250, "target_elements": 4000, "gap": 2750, "cutoff_score": 1.3743970394134521, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2431201934814453, "score_mean": -8.343835133928224e-08, "score_p50": -0.5032551288604736, "score_p90": 1.0565963983535767, "fraction_gt1": 0.12440191387559808, "n_inside": 197, "n_interface": 1012, "n_outside": 254, "selected_inside_frac": 0.4186046511627907, "selected_interface_frac": 0.37209302325581395, "selected_outside_frac": 0.20930232558139536, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9166666666666667, "step": 7, "n_elem": 1463, "target_elements": 4000, "gap": 2537, "cutoff_score": 1.5340217351913452, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3994226455688477, "score_mean": 0.0, "score_p50": -0.4209725856781006, "score_p90": 1.219143033027649, "fraction_gt1": 0.16339869281045752, "n_inside": 281, "n_interface": 1101, "n_outside": 301, "selected_inside_frac": 0.48, "selected_interface_frac": 0.38, "selected_outside_frac": 0.14, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1683, "target_elements": 4000, "gap": 2317, "cutoff_score": 1.7154951095581055, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.750715494155884, "score_mean": -1.8808985657869925e-07, "score_p50": -0.32049715518951416, "score_p90": 1.2590558528900146, "fraction_gt1": 0.12018489984591679, "n_inside": 388, "n_interface": 1212, "n_outside": 347, "selected_inside_frac": 0.29310344827586204, "selected_interface_frac": 0.29310344827586204, "selected_outside_frac": 0.41379310344827586, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1947, "target_elements": 4000, "gap": 2053, "cutoff_score": 1.8359384536743164, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.072410821914673, "score_mean": -1.9306195042645413e-07, "score_p50": -0.22766616940498352, "score_p90": 0.9533596634864807, "fraction_gt1": 0.09489380930863081, "n_inside": 465, "n_interface": 1299, "n_outside": 449, "selected_inside_frac": 0.25757575757575757, "selected_interface_frac": 0.4090909090909091, "selected_outside_frac": 0.3333333333333333, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666666, "step": 10, "n_elem": 2213, "target_elements": 4000, "gap": 1787, "cutoff_score": 1.6912550926208496, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2975058555603027, "score_mean": -1.4395084235729882e-07, "score_p50": -0.09650863707065582, "score_p90": 0.9363903999328613, "fraction_gt1": 0.09394654088050315, "n_inside": 541, "n_interface": 1473, "n_outside": 530, "selected_inside_frac": 0.02631578947368421, "selected_interface_frac": 0.9736842105263158, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.8541666666666667, "step": 11, "n_elem": 2544, "target_elements": 4000, "gap": 1456, "cutoff_score": 1.4990614652633667, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.308173179626465, "score_mean": -8.363844727909964e-08, "score_p50": 0.027747541666030884, "score_p90": 0.9291861653327942, "fraction_gt1": 0.0829051044878383, "n_inside": 551, "n_interface": 1838, "n_outside": 530, "selected_inside_frac": 0.06896551724137931, "selected_interface_frac": 0.9080459770114943, "selected_outside_frac": 0.022988505747126436, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2919, "target_elements": 4000, "gap": 1081, "cutoff_score": 1.5514416694641113, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.47066068649292, "score_mean": -1.0815443829415017e-07, "score_p50": 0.16499271988868713, "score_p90": 1.0316932201385498, "fraction_gt1": 0.1151801535735381, "n_inside": 591, "n_interface": 2247, "n_outside": 548, "selected_inside_frac": 0.19801980198019803, "selected_interface_frac": 0.6633663366336634, "selected_outside_frac": 0.13861386138613863, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3386, "target_elements": 4000, "gap": 614, "cutoff_score": 1.5491067171096802, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.677403450012207, "score_mean": -6.146541409179918e-08, "score_p50": -0.3247694671154022, "score_p90": 1.023447871208191, "fraction_gt1": 0.10322255790533737, "n_inside": 665, "n_interface": 2667, "n_outside": 640, "selected_inside_frac": 0.0, "selected_interface_frac": 0.2222222222222222, "selected_outside_frac": 0.7777777777777778, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.8125, "step": 14, "n_elem": 3972, "target_elements": 4000, "gap": 28, "cutoff_score": 2.411778450012207, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 0, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.07994347424212582, "max_err": 0.12112091009266446, "actual_elements": 8087, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.5852655172348022, "score_mean": 0.21816910803318024, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 10, "n_interface": 353, "n_outside": 149, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.16666666666666669, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 502, "score_decreased": null }, { "score_max": 0.2926327586174011, "score_mean": 0.20857807993888855, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 43, "n_interface": 388, "n_outside": 149, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666674, "selected_y_range": 0.15624999999999994, "step": 1, "n_elem": 580, "target_elements": 8000, "gap": 7420, "cutoff_score": 0.2926327586174011, "num_tied_at_cutoff": 43, "score_decreased": true }, { "score_max": 0.2926327586174011, "score_mean": 0.18396154046058655, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 118, "n_interface": 447, "n_outside": 149, "selected_inside_frac": 0.47619047619047616, "selected_interface_frac": 0.5238095238095238, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.31250000000000006, "step": 2, "n_elem": 714, "target_elements": 8000, "gap": 7286, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 476, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.16945083439350128, "score_p50": 0.2108563780784607, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 523, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.4583333333333333, "step": 3, "n_elem": 830, "target_elements": 8000, "gap": 7170, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 444, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.15505248308181763, "score_p50": 0.14631637930870056, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 667, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 974, "target_elements": 8000, "gap": 7026, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 386, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.1430462896823883, "score_p50": 0.14631637930870056, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 831, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1138, "target_elements": 8000, "gap": 6862, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 322, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.13322575390338898, "score_p50": 0.10542818903923035, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1011, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1318, "target_elements": 8000, "gap": 6682, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 256, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.12484901398420334, "score_p50": 0.10542818903923035, "score_p90": 0.2108563780784607, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1215, "n_outside": 150, "selected_inside_frac": 0.0, "selected_interface_frac": 0.7333333333333333, "selected_outside_frac": 0.26666666666666666, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.9375, "step": 7, "n_elem": 1523, "target_elements": 8000, "gap": 6477, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 182, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.11770134419202805, "score_p50": 0.10542818903923035, "score_p90": 0.1490979790687561, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1339, "n_outside": 259, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1756, "target_elements": 8000, "gap": 6244, "cutoff_score": 0.2108563780784607, "num_tied_at_cutoff": 98, "score_decreased": true }, { "score_max": 0.2108563780784607, "score_mean": 0.11217573285102844, "score_p50": 0.10542818903923035, "score_p90": 0.14631637930870056, "fraction_gt1": 0.0, "n_inside": 158, "n_interface": 1340, "n_outside": 488, "selected_inside_frac": 0.2033898305084746, "selected_interface_frac": 0.3898305084745763, "selected_outside_frac": 0.4067796610169492, "selected_x_range": 0.78125, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1986, "target_elements": 8000, "gap": 6014, "cutoff_score": 0.1490979790687561, "num_tied_at_cutoff": 146, "score_decreased": true }, { "score_max": 0.1490979790687561, "score_mean": 0.10605624318122864, "score_p50": 0.10542818903923035, "score_p90": 0.14631637930870056, "fraction_gt1": 0.0, "n_inside": 211, "n_interface": 1457, "n_outside": 572, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.9166666666666667, "step": 10, "n_elem": 2240, "target_elements": 8000, "gap": 5760, "cutoff_score": 0.1490979790687561, "num_tied_at_cutoff": 106, "score_decreased": true }, { "score_max": 0.1490979790687561, "score_mean": 0.09896855056285858, "score_p50": 0.10542818903923035, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 211, "n_interface": 1762, "n_outside": 577, "selected_inside_frac": 0.5263157894736842, "selected_interface_frac": 0.0, "selected_outside_frac": 0.47368421052631576, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2550, "target_elements": 8000, "gap": 5450, "cutoff_score": 0.14631637930870056, "num_tied_at_cutoff": 127, "score_decreased": true }, { "score_max": 0.14631637930870056, "score_mean": 0.09043122828006744, "score_p50": 0.10542818903923035, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 387, "n_interface": 1884, "n_outside": 739, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.2708333333333333, "step": 12, "n_elem": 3010, "target_elements": 8000, "gap": 4990, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 1510, "score_decreased": true }, { "score_max": 0.10542818903923035, "score_mean": 0.08514362573623657, "score_p50": 0.07454898953437805, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 597, "n_interface": 2046, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4270833333333333, "selected_y_range": 0.4166666666666667, "step": 13, "n_elem": 3382, "target_elements": 8000, "gap": 4618, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 1456, "score_decreased": true }, { "score_max": 0.10542818903923035, "score_mean": 0.0794186219573021, "score_p50": 0.07454898953437805, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 597, "n_interface": 2486, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.53125, "selected_y_range": 0.5416666666666667, "step": 14, "n_elem": 3822, "target_elements": 8000, "gap": 4178, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 1300, "score_decreased": true }, { "score_max": 0.10542818903923035, "score_mean": 0.07422970235347748, "score_p50": 0.07454898953437805, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 597, "n_interface": 2996, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6770833333333333, "selected_y_range": 0.6666666666666667, "step": 15, "n_elem": 4332, "target_elements": 8000, "gap": 3668, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 1122, "score_decreased": true }, { "score_max": 0.10542818903923035, "score_mean": 0.06963694840669632, "score_p50": 0.07315818965435028, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 597, "n_interface": 3576, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.7916666666666667, "step": 16, "n_elem": 4912, "target_elements": 8000, "gap": 3088, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 920, "score_decreased": true }, { "score_max": 0.10542818903923035, "score_mean": 0.06568985432386398, "score_p50": 0.05271409451961517, "score_p90": 0.10542818903923035, "fraction_gt1": 0.0, "n_inside": 597, "n_interface": 4216, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.9166666666666667, "step": 17, "n_elem": 5552, "target_elements": 8000, "gap": 2448, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 694, "score_decreased": true }, { "score_max": 0.10542818903923035, "score_mean": 0.06227141246199608, "score_p50": 0.05271409451961517, "score_p90": 0.07454898953437805, "fraction_gt1": 0.0, "n_inside": 597, "n_interface": 4875, "n_outside": 784, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0053475935828877, "selected_outside_frac": 0.9946524064171123, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9791666666666667, "step": 18, "n_elem": 6256, "target_elements": 8000, "gap": 1744, "cutoff_score": 0.10542818903923035, "num_tied_at_cutoff": 450, "score_decreased": true }, { "score_max": 0.10542818903923035, "score_mean": 0.05933882296085358, "score_p50": 0.05271409451961517, "score_p90": 0.07454898953437805, "fraction_gt1": 0.0, "n_inside": 597, "n_interface": 4902, "n_outside": 1514, "selected_inside_frac": 0.047619047619047616, "selected_interface_frac": 0.0, "selected_outside_frac": 0.9523809523809523, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 7013, "target_elements": 8000, "gap": 987, "cutoff_score": 0.10346130281686783, "num_tied_at_cutoff": 84, "score_decreased": true }, { "score_max": 0.10346130281686783, "score_mean": 0.05692246928811073, "score_p50": 0.05271409451961517, "score_p90": 0.07454898953437805, "fraction_gt1": 0.0, "n_inside": 638, "n_interface": 4921, "n_outside": 2198, "selected_inside_frac": 0.8395061728395061, "selected_interface_frac": 0.16049382716049382, "selected_outside_frac": 0.0, "selected_x_range": 0.16927083333333337, "selected_y_range": 0.21875, "step": 20, "n_elem": 7757, "target_elements": 8000, "gap": 243, "cutoff_score": 0.07454898953437805, "num_tied_at_cutoff": 993, "score_decreased": true } ], "sample_id": 0, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.07942678607252357, "max_err": 0.12044400384771978, "actual_elements": 8374, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9934565424919128, "score_mean": 0.07500632107257843, "score_p50": 6.093935667195183e-08, "score_p90": 0.07531663775444031, "fraction_gt1": 0.0, "n_inside": 10, "n_interface": 353, "n_outside": 149, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.18749999999999994, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9718235731124878, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9889408946037292, "score_mean": 0.11986444890499115, "score_p50": 6.333994519991393e-07, "score_p90": 0.7595665454864502, "fraction_gt1": 0.0, "n_inside": 42, "n_interface": 399, "n_outside": 149, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.07291666666666674, "selected_y_range": 0.10416666666666674, "step": 1, "n_elem": 590, "target_elements": 8000, "gap": 7410, "cutoff_score": 0.9690684080123901, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884064793586731, "score_mean": 0.10657678544521332, "score_p50": 5.227629662840627e-05, "score_p90": 0.5473951101303101, "fraction_gt1": 0.0, "n_inside": 112, "n_interface": 419, "n_outside": 149, "selected_inside_frac": 0.25, "selected_interface_frac": 0.75, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.3333333333333333, "step": 2, "n_elem": 680, "target_elements": 8000, "gap": 7320, "cutoff_score": 0.9624195694923401, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9921642541885376, "score_mean": 0.13704104721546173, "score_p50": 0.0002797393244691193, "score_p90": 0.6833012104034424, "fraction_gt1": 0.0, "n_inside": 140, "n_interface": 507, "n_outside": 149, "selected_inside_frac": 0.043478260869565216, "selected_interface_frac": 0.9565217391304348, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.31249999999999994, "step": 3, "n_elem": 796, "target_elements": 8000, "gap": 7204, "cutoff_score": 0.9497892260551453, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9846216440200806, "score_mean": 0.15107499063014984, "score_p50": 0.0011595698306337, "score_p90": 0.7330833673477173, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 629, "n_outside": 149, "selected_inside_frac": 0.37037037037037035, "selected_interface_frac": 0.6296296296296297, "selected_outside_frac": 0.0, "selected_x_range": 0.43750000000000006, "selected_y_range": 0.37500000000000006, "step": 4, "n_elem": 924, "target_elements": 8000, "gap": 7076, "cutoff_score": 0.9488162994384766, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886919260025024, "score_mean": 0.1602586805820465, "score_p50": 0.0014855308691039681, "score_p90": 0.7576364278793335, "fraction_gt1": 0.0, "n_inside": 208, "n_interface": 725, "n_outside": 149, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.8125, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.75, "step": 5, "n_elem": 1082, "target_elements": 8000, "gap": 6918, "cutoff_score": 0.9326253533363342, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884822368621826, "score_mean": 0.167030930519104, "score_p50": 0.0016726161120459437, "score_p90": 0.7636300921440125, "fraction_gt1": 0.0, "n_inside": 250, "n_interface": 886, "n_outside": 158, "selected_inside_frac": 0.23684210526315788, "selected_interface_frac": 0.6052631578947368, "selected_outside_frac": 0.15789473684210525, "selected_x_range": 0.6875, "selected_y_range": 0.875, "step": 6, "n_elem": 1294, "target_elements": 8000, "gap": 6706, "cutoff_score": 0.9395723342895508, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9829899072647095, "score_mean": 0.15791092813014984, "score_p50": 0.0013266829773783684, "score_p90": 0.7393683791160583, "fraction_gt1": 0.0, "n_inside": 305, "n_interface": 1026, "n_outside": 199, "selected_inside_frac": 0.17777777777777778, "selected_interface_frac": 0.6444444444444445, "selected_outside_frac": 0.17777777777777778, "selected_x_range": 0.875, "selected_y_range": 0.875, "step": 7, "n_elem": 1530, "target_elements": 8000, "gap": 6470, "cutoff_score": 0.9371219873428345, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9867375493049622, "score_mean": 0.15111692249774933, "score_p50": 0.0016333359526470304, "score_p90": 0.7256923913955688, "fraction_gt1": 0.0, "n_inside": 338, "n_interface": 1199, "n_outside": 247, "selected_inside_frac": 0.11320754716981132, "selected_interface_frac": 0.6981132075471698, "selected_outside_frac": 0.18867924528301888, "selected_x_range": 0.9375, "selected_y_range": 0.8958333333333333, "step": 8, "n_elem": 1784, "target_elements": 8000, "gap": 6216, "cutoff_score": 0.9288814067840576, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9868490695953369, "score_mean": 0.14866839349269867, "score_p50": 0.0016517328331246972, "score_p90": 0.715869665145874, "fraction_gt1": 0.0, "n_inside": 389, "n_interface": 1408, "n_outside": 294, "selected_inside_frac": 0.16129032258064516, "selected_interface_frac": 0.7419354838709677, "selected_outside_frac": 0.0967741935483871, "selected_x_range": 0.9375, "selected_y_range": 0.9166666666666667, "step": 9, "n_elem": 2091, "target_elements": 8000, "gap": 5909, "cutoff_score": 0.9164719581604004, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9862514138221741, "score_mean": 0.13654521107673645, "score_p50": 0.001580156502313912, "score_p90": 0.6341267228126526, "fraction_gt1": 0.0, "n_inside": 450, "n_interface": 1665, "n_outside": 342, "selected_inside_frac": 0.2054794520547945, "selected_interface_frac": 0.4246575342465753, "selected_outside_frac": 0.3698630136986301, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2457, "target_elements": 8000, "gap": 5543, "cutoff_score": 0.9063092470169067, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9769663214683533, "score_mean": 0.135296031832695, "score_p50": 0.0009819662664085627, "score_p90": 0.5987653732299805, "fraction_gt1": 0.0, "n_inside": 532, "n_interface": 1864, "n_outside": 463, "selected_inside_frac": 0.12941176470588237, "selected_interface_frac": 0.788235294117647, "selected_outside_frac": 0.08235294117647059, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2859, "target_elements": 8000, "gap": 5141, "cutoff_score": 0.880954921245575, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9748899340629578, "score_mean": 0.14992962777614594, "score_p50": 0.001078388886526227, "score_p90": 0.6928356885910034, "fraction_gt1": 0.0, "n_inside": 619, "n_interface": 2283, "n_outside": 494, "selected_inside_frac": 0.33663366336633666, "selected_interface_frac": 0.5841584158415841, "selected_outside_frac": 0.07920792079207921, "selected_x_range": 0.96875, "selected_y_range": 0.875, "step": 12, "n_elem": 3396, "target_elements": 8000, "gap": 4604, "cutoff_score": 0.9041675329208374, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9857368469238281, "score_mean": 0.16217035055160522, "score_p50": 0.0011920253746211529, "score_p90": 0.7646087408065796, "fraction_gt1": 0.0, "n_inside": 779, "n_interface": 2638, "n_outside": 529, "selected_inside_frac": 0.2288135593220339, "selected_interface_frac": 0.6694915254237288, "selected_outside_frac": 0.1016949152542373, "selected_x_range": 0.84375, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3946, "target_elements": 8000, "gap": 4054, "cutoff_score": 0.9112496376037598, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.990972638130188, "score_mean": 0.1560600847005844, "score_p50": 0.0011577593395486474, "score_p90": 0.7559195160865784, "fraction_gt1": 0.0, "n_inside": 968, "n_interface": 3134, "n_outside": 609, "selected_inside_frac": 0.11347517730496454, "selected_interface_frac": 0.6595744680851063, "selected_outside_frac": 0.22695035460992907, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666667, "step": 14, "n_elem": 4711, "target_elements": 8000, "gap": 3289, "cutoff_score": 0.9147497415542603, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9835047721862793, "score_mean": 0.16782470047473907, "score_p50": 0.0013752211816608906, "score_p90": 0.7598609328269958, "fraction_gt1": 0.0, "n_inside": 1075, "n_interface": 3677, "n_outside": 820, "selected_inside_frac": 0.11976047904191617, "selected_interface_frac": 0.7664670658682635, "selected_outside_frac": 0.11377245508982035, "selected_x_range": 0.8645833333333334, "selected_y_range": 0.96875, "step": 15, "n_elem": 5572, "target_elements": 8000, "gap": 2428, "cutoff_score": 0.9304700493812561, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9912647604942322, "score_mean": 0.16653843224048615, "score_p50": 0.001249930588528514, "score_p90": 0.7643611431121826, "fraction_gt1": 0.0, "n_inside": 1203, "n_interface": 4391, "n_outside": 926, "selected_inside_frac": 0.16923076923076924, "selected_interface_frac": 0.7076923076923077, "selected_outside_frac": 0.12307692307692308, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666667, "step": 16, "n_elem": 6520, "target_elements": 8000, "gap": 1480, "cutoff_score": 0.9251590967178345, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9854252934455872, "score_mean": 0.15749897062778473, "score_p50": 0.0025561549700796604, "score_p90": 0.7513144016265869, "fraction_gt1": 0.0, "n_inside": 1415, "n_interface": 5211, "n_outside": 1070, "selected_inside_frac": 0.16831683168316833, "selected_interface_frac": 0.7920792079207921, "selected_outside_frac": 0.039603960396039604, "selected_x_range": 0.96875, "selected_y_range": 0.875, "step": 17, "n_elem": 7696, "target_elements": 8000, "gap": 304, "cutoff_score": 0.9493498206138611, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 0, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.07968317438531121, "max_err": 0.12142235299756002, "actual_elements": 8009, "num_steps": 19, "num_solves": 1, "score_stats": [ { "score_max": 5.438248634338379, "score_mean": -4.76837158203125e-07, "score_p50": -0.22538062930107117, "score_p90": -0.06992969661951065, "fraction_gt1": 0.07421875, "n_inside": 10, "n_interface": 353, "n_outside": 149, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.18749999999999994, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 1.7804309129714966, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.6309945583343506, "score_mean": -3.2327943699783646e-07, "score_p50": -0.14177681505680084, "score_p90": 0.6716103553771973, "fraction_gt1": 0.08813559322033898, "n_inside": 42, "n_interface": 399, "n_outside": 149, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.07291666666666674, "selected_y_range": 0.10416666666666674, "step": 1, "n_elem": 590, "target_elements": 8000, "gap": 7410, "cutoff_score": 2.5969438552856445, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.8590035438537598, "score_mean": -5.04886429553153e-07, "score_p50": 0.03841699659824371, "score_p90": 0.5662412643432617, "fraction_gt1": 0.07352941176470588, "n_inside": 112, "n_interface": 419, "n_outside": 149, "selected_inside_frac": 0.7, "selected_interface_frac": 0.3, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.31249999999999994, "step": 2, "n_elem": 680, "target_elements": 8000, "gap": 7320, "cutoff_score": 1.8898340463638306, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8158512115478516, "score_mean": -1.4559913097400567e-07, "score_p50": 0.11797866225242615, "score_p90": 0.7131918668746948, "fraction_gt1": 0.07888040712468193, "n_inside": 157, "n_interface": 480, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.3958333333333333, "step": 3, "n_elem": 786, "target_elements": 8000, "gap": 7214, "cutoff_score": 1.736061930656433, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8181957006454468, "score_mean": -2.012148030416938e-07, "score_p50": 0.2397436946630478, "score_p90": 0.8137219548225403, "fraction_gt1": 0.07802197802197802, "n_inside": 157, "n_interface": 604, "n_outside": 149, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 910, "target_elements": 8000, "gap": 7090, "cutoff_score": 1.3406727313995361, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.830768346786499, "score_mean": -2.8899222570544225e-08, "score_p50": -0.14503276348114014, "score_p90": 0.8663500547409058, "fraction_gt1": 0.08238636363636363, "n_inside": 157, "n_interface": 750, "n_outside": 149, "selected_inside_frac": 0.16129032258064516, "selected_interface_frac": 0.8387096774193549, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.8125, "step": 5, "n_elem": 1056, "target_elements": 8000, "gap": 6944, "cutoff_score": 1.2298989295959473, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0031492710113525, "score_mean": -2.9296876391526894e-07, "score_p50": -0.12529097497463226, "score_p90": 1.1045702695846558, "fraction_gt1": 0.116, "n_inside": 177, "n_interface": 913, "n_outside": 160, "selected_inside_frac": 0.10810810810810811, "selected_interface_frac": 0.40540540540540543, "selected_outside_frac": 0.4864864864864865, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8125, "step": 6, "n_elem": 1250, "target_elements": 8000, "gap": 6750, "cutoff_score": 1.3743970394134521, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2431201934814453, "score_mean": -8.343835133928224e-08, "score_p50": -0.5032551288604736, "score_p90": 1.0565963983535767, "fraction_gt1": 0.12440191387559808, "n_inside": 197, "n_interface": 1012, "n_outside": 254, "selected_inside_frac": 0.4186046511627907, "selected_interface_frac": 0.37209302325581395, "selected_outside_frac": 0.20930232558139536, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9166666666666667, "step": 7, "n_elem": 1463, "target_elements": 8000, "gap": 6537, "cutoff_score": 1.5340217351913452, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3994226455688477, "score_mean": 0.0, "score_p50": -0.4209725856781006, "score_p90": 1.219143033027649, "fraction_gt1": 0.16339869281045752, "n_inside": 281, "n_interface": 1101, "n_outside": 301, "selected_inside_frac": 0.48, "selected_interface_frac": 0.38, "selected_outside_frac": 0.14, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1683, "target_elements": 8000, "gap": 6317, "cutoff_score": 1.7154951095581055, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.750715494155884, "score_mean": -1.8808985657869925e-07, "score_p50": -0.32049715518951416, "score_p90": 1.2590558528900146, "fraction_gt1": 0.12018489984591679, "n_inside": 388, "n_interface": 1212, "n_outside": 347, "selected_inside_frac": 0.29310344827586204, "selected_interface_frac": 0.29310344827586204, "selected_outside_frac": 0.41379310344827586, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1947, "target_elements": 8000, "gap": 6053, "cutoff_score": 1.8359384536743164, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.072410821914673, "score_mean": -1.9306195042645413e-07, "score_p50": -0.22766616940498352, "score_p90": 0.9533596634864807, "fraction_gt1": 0.09489380930863081, "n_inside": 465, "n_interface": 1299, "n_outside": 449, "selected_inside_frac": 0.25757575757575757, "selected_interface_frac": 0.4090909090909091, "selected_outside_frac": 0.3333333333333333, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666666, "step": 10, "n_elem": 2213, "target_elements": 8000, "gap": 5787, "cutoff_score": 1.6912550926208496, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2975058555603027, "score_mean": -1.4395084235729882e-07, "score_p50": -0.09650863707065582, "score_p90": 0.9363903999328613, "fraction_gt1": 0.09394654088050315, "n_inside": 541, "n_interface": 1473, "n_outside": 530, "selected_inside_frac": 0.02631578947368421, "selected_interface_frac": 0.9736842105263158, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.8541666666666667, "step": 11, "n_elem": 2544, "target_elements": 8000, "gap": 5456, "cutoff_score": 1.4990614652633667, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.308173179626465, "score_mean": -8.363844727909964e-08, "score_p50": 0.027747541666030884, "score_p90": 0.9291861653327942, "fraction_gt1": 0.0829051044878383, "n_inside": 551, "n_interface": 1838, "n_outside": 530, "selected_inside_frac": 0.06896551724137931, "selected_interface_frac": 0.9080459770114943, "selected_outside_frac": 0.022988505747126436, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2919, "target_elements": 8000, "gap": 5081, "cutoff_score": 1.5514416694641113, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.47066068649292, "score_mean": -1.0815443829415017e-07, "score_p50": 0.16499271988868713, "score_p90": 1.0316932201385498, "fraction_gt1": 0.1151801535735381, "n_inside": 591, "n_interface": 2247, "n_outside": 548, "selected_inside_frac": 0.19801980198019803, "selected_interface_frac": 0.6633663366336634, "selected_outside_frac": 0.13861386138613863, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3386, "target_elements": 8000, "gap": 4614, "cutoff_score": 1.5491067171096802, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.677403450012207, "score_mean": -6.146541409179918e-08, "score_p50": -0.3247694671154022, "score_p90": 1.023447871208191, "fraction_gt1": 0.10322255790533737, "n_inside": 665, "n_interface": 2667, "n_outside": 640, "selected_inside_frac": 0.17647058823529413, "selected_interface_frac": 0.5210084033613446, "selected_outside_frac": 0.3025210084033613, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 3972, "target_elements": 8000, "gap": 4028, "cutoff_score": 1.5409218072891235, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.328192710876465, "score_mean": -5.293595606303825e-08, "score_p50": -0.2060297280550003, "score_p90": 0.973337709903717, "fraction_gt1": 0.0969210754553339, "n_inside": 779, "n_interface": 3017, "n_outside": 816, "selected_inside_frac": 0.10869565217391304, "selected_interface_frac": 0.5797101449275363, "selected_outside_frac": 0.3115942028985507, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.9791666666666667, "step": 15, "n_elem": 4612, "target_elements": 8000, "gap": 3388, "cutoff_score": 1.3737331628799438, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.166718006134033, "score_mean": -3.443126672664221e-08, "score_p50": -0.07560805976390839, "score_p90": 0.9278503656387329, "fraction_gt1": 0.09213990221887927, "n_inside": 860, "n_interface": 3436, "n_outside": 1022, "selected_inside_frac": 0.1320754716981132, "selected_interface_frac": 0.7610062893081762, "selected_outside_frac": 0.1069182389937107, "selected_x_range": 0.9375, "selected_y_range": 0.84375, "step": 16, "n_elem": 5318, "target_elements": 8000, "gap": 2682, "cutoff_score": 1.3629283905029297, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.263040065765381, "score_mean": 5.987752160763193e-08, "score_p50": 0.056821390986442566, "score_p90": 1.029172658920288, "fraction_gt1": 0.10595160235448005, "n_inside": 960, "n_interface": 4048, "n_outside": 1108, "selected_inside_frac": 0.5191256830601093, "selected_interface_frac": 0.36065573770491804, "selected_outside_frac": 0.12021857923497267, "selected_x_range": 0.9270833333333333, "selected_y_range": 0.9270833333333333, "step": 17, "n_elem": 6116, "target_elements": 8000, "gap": 1884, "cutoff_score": 1.5323199033737183, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4026975631713867, "score_mean": -1.5676837961109413e-07, "score_p50": -0.41136109828948975, "score_p90": 1.107131838798523, "fraction_gt1": 0.13527397260273974, "n_inside": 1332, "n_interface": 4440, "n_outside": 1236, "selected_inside_frac": 0.14285714285714285, "selected_interface_frac": 0.4095238095238095, "selected_outside_frac": 0.44761904761904764, "selected_x_range": 0.9583333333333334, "selected_y_range": 0.9479166666666667, "step": 18, "n_elem": 7008, "target_elements": 8000, "gap": 992, "cutoff_score": 1.6577520370483398, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 0, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.08934857926955284, "max_err": 0.19694223703008806, "actual_elements": 2052, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.4901019036769867, "score_mean": 0.30303388833999634, "score_p50": 0.2909775674343109, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 31, "n_interface": 275, "n_outside": 206, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333337, "selected_y_range": 0.24999999999999994, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.4901019036769867, "num_tied_at_cutoff": 31, "score_decreased": null }, { "score_max": 0.4901019036769867, "score_mean": 0.27693888545036316, "score_p50": 0.2909775674343109, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 99, "n_interface": 311, "n_outside": 206, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.16666666666666663, "step": 1, "n_elem": 616, "target_elements": 2000, "gap": 1384, "cutoff_score": 0.34655436873435974, "num_tied_at_cutoff": 16, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.2583051025867462, "score_p50": 0.2909775674343109, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 316, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.39583333333333326, "step": 2, "n_elem": 698, "target_elements": 2000, "gap": 1302, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 454, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.23398108780384064, "score_p50": 0.24505095183849335, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 442, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 824, "target_elements": 2000, "gap": 1176, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 404, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.2136290818452835, "score_p50": 0.20575222373008728, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 588, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 970, "target_elements": 2000, "gap": 1030, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 348, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.19665849208831787, "score_p50": 0.14548878371715546, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 756, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.75, "step": 5, "n_elem": 1138, "target_elements": 2000, "gap": 862, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 284, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.18197377026081085, "score_p50": 0.14548878371715546, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 947, "n_outside": 214, "selected_inside_frac": 0.0, "selected_interface_frac": 0.3, "selected_outside_frac": 0.7, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.875, "step": 6, "n_elem": 1337, "target_elements": 2000, "gap": 663, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 212, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.17012648284435272, "score_p50": 0.14548878371715546, "score_p90": 0.24505095183849335, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 1006, "n_outside": 374, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 1556, "target_elements": 2000, "gap": 444, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 134, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.16089849174022675, "score_p50": 0.14548878371715546, "score_p90": 0.20575222373008728, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 1006, "n_outside": 602, "selected_inside_frac": 0.018867924528301886, "selected_interface_frac": 0.0, "selected_outside_frac": 0.9811320754716981, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1784, "target_elements": 2000, "gap": 216, "cutoff_score": 0.24505095183849335, "num_tied_at_cutoff": 78, "score_decreased": true }, { "score_max": 0.24505095183849335, "score_mean": 0.1543942540884018, "score_p50": 0.14548878371715546, "score_p90": 0.20575222373008728, "fraction_gt1": 0.0, "n_inside": 181, "n_interface": 1013, "n_outside": 782, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.21875000000000006, "step": 9, "n_elem": 1976, "target_elements": 2000, "gap": 24, "cutoff_score": 0.24505095183849335, "num_tied_at_cutoff": 75, "score_decreased": true } ], "sample_id": 4, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.07945389993811275, "max_err": 0.19446924522226527, "actual_elements": 2135, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.992885410785675, "score_mean": 0.09208986908197403, "score_p50": 1.8585392353998031e-06, "score_p90": 0.3576612174510956, "fraction_gt1": 0.0, "n_inside": 31, "n_interface": 275, "n_outside": 206, "selected_inside_frac": 0.8666666666666667, "selected_interface_frac": 0.13333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333337, "selected_y_range": 0.24999999999999994, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9806128144264221, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9889501929283142, "score_mean": 0.06570076197385788, "score_p50": 3.81430727429688e-05, "score_p90": 0.16536004841327667, "fraction_gt1": 0.0, "n_inside": 84, "n_interface": 302, "n_outside": 206, "selected_inside_frac": 0.5882352941176471, "selected_interface_frac": 0.4117647058823529, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.2708333333333333, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 0.8850477337837219, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9867637753486633, "score_mean": 0.11772926151752472, "score_p50": 0.0002742839860729873, "score_p90": 0.5364360809326172, "fraction_gt1": 0.0, "n_inside": 122, "n_interface": 364, "n_outside": 206, "selected_inside_frac": 0.4, "selected_interface_frac": 0.45, "selected_outside_frac": 0.15, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.43750000000000006, "step": 2, "n_elem": 692, "target_elements": 2000, "gap": 1308, "cutoff_score": 0.9368601441383362, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9940663576126099, "score_mean": 0.17281271517276764, "score_p50": 0.00027957314159721136, "score_p90": 0.8454119563102722, "fraction_gt1": 0.0, "n_inside": 169, "n_interface": 429, "n_outside": 226, "selected_inside_frac": 0.041666666666666664, "selected_interface_frac": 0.4166666666666667, "selected_outside_frac": 0.5416666666666666, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 3, "n_elem": 824, "target_elements": 2000, "gap": 1176, "cutoff_score": 0.9825772643089294, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9906829595565796, "score_mean": 0.17181965708732605, "score_p50": 0.0002955030067823827, "score_p90": 0.8324840068817139, "fraction_gt1": 0.0, "n_inside": 179, "n_interface": 485, "n_outside": 304, "selected_inside_frac": 0.10344827586206896, "selected_interface_frac": 0.4827586206896552, "selected_outside_frac": 0.41379310344827586, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.7916666666666667, "step": 4, "n_elem": 968, "target_elements": 2000, "gap": 1032, "cutoff_score": 0.9690840840339661, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9920151233673096, "score_mean": 0.1482677459716797, "score_p50": 0.0004950115690007806, "score_p90": 0.8064414858818054, "fraction_gt1": 0.0, "n_inside": 201, "n_interface": 555, "n_outside": 384, "selected_inside_frac": 0.3235294117647059, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.3235294117647059, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.8125, "step": 5, "n_elem": 1140, "target_elements": 2000, "gap": 860, "cutoff_score": 0.9612401127815247, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.989989161491394, "score_mean": 0.1287865787744522, "score_p50": 0.0006326963775791228, "score_p90": 0.6087119579315186, "fraction_gt1": 0.0, "n_inside": 263, "n_interface": 628, "n_outside": 443, "selected_inside_frac": 0.225, "selected_interface_frac": 0.475, "selected_outside_frac": 0.3, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1334, "target_elements": 2000, "gap": 666, "cutoff_score": 0.9471388459205627, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9854903221130371, "score_mean": 0.12543177604675293, "score_p50": 0.0007582938414998353, "score_p90": 0.5718586444854736, "fraction_gt1": 0.0, "n_inside": 327, "n_interface": 739, "n_outside": 511, "selected_inside_frac": 0.19148936170212766, "selected_interface_frac": 0.5957446808510638, "selected_outside_frac": 0.2127659574468085, "selected_x_range": 0.75, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1577, "target_elements": 2000, "gap": 423, "cutoff_score": 0.9172139167785645, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9817178249359131, "score_mean": 0.13516530394554138, "score_p50": 0.0010229800827801228, "score_p90": 0.6763890981674194, "fraction_gt1": 0.0, "n_inside": 379, "n_interface": 890, "n_outside": 571, "selected_inside_frac": 0.20754716981132076, "selected_interface_frac": 0.660377358490566, "selected_outside_frac": 0.1320754716981132, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.44270833333333337, "step": 8, "n_elem": 1840, "target_elements": 2000, "gap": 160, "cutoff_score": 0.8894029855728149, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 4, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.08358993846087802, "max_err": 0.19309141417217415, "actual_elements": 2124, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 3.6700055599212646, "score_mean": 3.725290298461914e-07, "score_p50": -0.30077314376831055, "score_p90": 0.3743993937969208, "fraction_gt1": 0.0859375, "n_inside": 31, "n_interface": 275, "n_outside": 206, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.24999999999999994, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 3.6285319328308105, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.886500358581543, "score_mean": -7.758706033200724e-08, "score_p50": -0.0675140768289566, "score_p90": 0.427655965089798, "fraction_gt1": 0.06779661016949153, "n_inside": 91, "n_interface": 293, "n_outside": 206, "selected_inside_frac": 0.6470588235294118, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.25000000000000006, "step": 1, "n_elem": 590, "target_elements": 2000, "gap": 1410, "cutoff_score": 2.257305145263672, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.859717607498169, "score_mean": 2.461094936734298e-07, "score_p50": 0.07974791526794434, "score_p90": 1.0646231174468994, "fraction_gt1": 0.10263929618768329, "n_inside": 134, "n_interface": 342, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.31250000000000006, "selected_y_range": 0.3958333333333333, "step": 2, "n_elem": 682, "target_elements": 2000, "gap": 1318, "cutoff_score": 1.7949471473693848, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.6941978931427002, "score_mean": 2.8826428888351074e-07, "score_p50": 0.16835461556911469, "score_p90": 1.2933415174484253, "fraction_gt1": 0.1385390428211587, "n_inside": 134, "n_interface": 448, "n_outside": 212, "selected_inside_frac": 0.0, "selected_interface_frac": 0.30434782608695654, "selected_outside_frac": 0.6956521739130435, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5833333333333333, "step": 3, "n_elem": 794, "target_elements": 2000, "gap": 1206, "cutoff_score": 1.6527304649353027, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8579692840576172, "score_mean": 1.9731193390271073e-07, "score_p50": -0.04959115386009216, "score_p90": 1.3994653224945068, "fraction_gt1": 0.16056034482758622, "n_inside": 135, "n_interface": 496, "n_outside": 297, "selected_inside_frac": 0.0, "selected_interface_frac": 0.2962962962962963, "selected_outside_frac": 0.7037037037037037, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.7083333333333333, "step": 4, "n_elem": 928, "target_elements": 2000, "gap": 1072, "cutoff_score": 1.7685205936431885, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.013970375061035, "score_mean": 1.7257819706628652e-07, "score_p50": -0.2390221208333969, "score_p90": 1.4682300090789795, "fraction_gt1": 0.14797360980207352, "n_inside": 135, "n_interface": 537, "n_outside": 389, "selected_inside_frac": 0.0, "selected_interface_frac": 0.3870967741935484, "selected_outside_frac": 0.6129032258064516, "selected_x_range": 0.5625, "selected_y_range": 0.8125, "step": 5, "n_elem": 1061, "target_elements": 2000, "gap": 939, "cutoff_score": 1.7936561107635498, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1455180644989014, "score_mean": 7.610368868427031e-08, "score_p50": -0.403462678194046, "score_p90": 1.4210878610610962, "fraction_gt1": 0.1288445552784705, "n_inside": 135, "n_interface": 595, "n_outside": 473, "selected_inside_frac": 0.4444444444444444, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.3888888888888889, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1203, "target_elements": 2000, "gap": 797, "cutoff_score": 1.8217172622680664, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2484517097473145, "score_mean": 1.0930364879868648e-07, "score_p50": -0.5350779294967651, "score_p90": 1.1533337831497192, "fraction_gt1": 0.1310888252148997, "n_inside": 210, "n_interface": 650, "n_outside": 536, "selected_inside_frac": 0.926829268292683, "selected_interface_frac": 0.07317073170731707, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333337, "selected_y_range": 0.40625, "step": 7, "n_elem": 1396, "target_elements": 2000, "gap": 604, "cutoff_score": 2.0212221145629883, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.769927501678467, "score_mean": 2.07988449574259e-07, "score_p50": -0.42856669425964355, "score_p90": 1.2348649501800537, "fraction_gt1": 0.18339529120198264, "n_inside": 385, "n_interface": 693, "n_outside": 536, "selected_inside_frac": 0.125, "selected_interface_frac": 0.8541666666666666, "selected_outside_frac": 0.020833333333333332, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1614, "target_elements": 2000, "gap": 386, "cutoff_score": 2.020348310470581, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.758720636367798, "score_mean": 2.618129997244978e-07, "score_p50": -0.34616661071777344, "score_p90": 1.2891759872436523, "fraction_gt1": 0.15603217158176944, "n_inside": 414, "n_interface": 901, "n_outside": 550, "selected_inside_frac": 0.1111111111111111, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.35555555555555557, "selected_x_range": 0.96875, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 1865, "target_elements": 2000, "gap": 135, "cutoff_score": 1.9224313497543335, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 4, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.07401967632993778, "max_err": 0.2062931256153554, "actual_elements": 4162, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.4901019036769867, "score_mean": 0.30303388833999634, "score_p50": 0.2909775674343109, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 31, "n_interface": 275, "n_outside": 206, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333337, "selected_y_range": 0.24999999999999994, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.4901019036769867, "num_tied_at_cutoff": 31, "score_decreased": null }, { "score_max": 0.4901019036769867, "score_mean": 0.27693888545036316, "score_p50": 0.2909775674343109, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 99, "n_interface": 311, "n_outside": 206, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.16666666666666663, "step": 1, "n_elem": 616, "target_elements": 4000, "gap": 3384, "cutoff_score": 0.34655436873435974, "num_tied_at_cutoff": 16, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.2583051025867462, "score_p50": 0.2909775674343109, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 316, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.39583333333333326, "step": 2, "n_elem": 698, "target_elements": 4000, "gap": 3302, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 454, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.23398108780384064, "score_p50": 0.24505095183849335, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 442, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 824, "target_elements": 4000, "gap": 3176, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 404, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.2136290818452835, "score_p50": 0.20575222373008728, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 588, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 970, "target_elements": 4000, "gap": 3030, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 348, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.19665849208831787, "score_p50": 0.14548878371715546, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 756, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.75, "step": 5, "n_elem": 1138, "target_elements": 4000, "gap": 2862, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 284, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.18197377026081085, "score_p50": 0.14548878371715546, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 947, "n_outside": 214, "selected_inside_frac": 0.0, "selected_interface_frac": 0.3, "selected_outside_frac": 0.7, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.875, "step": 6, "n_elem": 1337, "target_elements": 4000, "gap": 2663, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 212, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.17012648284435272, "score_p50": 0.14548878371715546, "score_p90": 0.24505095183849335, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 1006, "n_outside": 374, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 1556, "target_elements": 4000, "gap": 2444, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 134, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.16089849174022675, "score_p50": 0.14548878371715546, "score_p90": 0.20575222373008728, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 1006, "n_outside": 602, "selected_inside_frac": 0.018867924528301886, "selected_interface_frac": 0.0, "selected_outside_frac": 0.9811320754716981, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1784, "target_elements": 4000, "gap": 2216, "cutoff_score": 0.24505095183849335, "num_tied_at_cutoff": 78, "score_decreased": true }, { "score_max": 0.24505095183849335, "score_mean": 0.1543942540884018, "score_p50": 0.14548878371715546, "score_p90": 0.20575222373008728, "fraction_gt1": 0.0, "n_inside": 181, "n_interface": 1013, "n_outside": 782, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.2604166666666667, "step": 9, "n_elem": 1976, "target_elements": 4000, "gap": 2024, "cutoff_score": 0.24505095183849335, "num_tied_at_cutoff": 75, "score_decreased": true }, { "score_max": 0.24505095183849335, "score_mean": 0.14512667059898376, "score_p50": 0.14548878371715546, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 388, "n_interface": 1074, "n_outside": 782, "selected_inside_frac": 0.23880597014925373, "selected_interface_frac": 0.7611940298507462, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.6875, "step": 10, "n_elem": 2244, "target_elements": 4000, "gap": 1756, "cutoff_score": 0.20575222373008728, "num_tied_at_cutoff": 120, "score_decreased": true }, { "score_max": 0.20575222373008728, "score_mean": 0.1361667960882187, "score_p50": 0.14548878371715546, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 448, "n_interface": 1313, "n_outside": 782, "selected_inside_frac": 0.17105263157894737, "selected_interface_frac": 0.15789473684210525, "selected_outside_frac": 0.6710526315789473, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2543, "target_elements": 4000, "gap": 1457, "cutoff_score": 0.17327718436717987, "num_tied_at_cutoff": 69, "score_decreased": true }, { "score_max": 0.17327718436717987, "score_mean": 0.12676431238651276, "score_p50": 0.14548878371715546, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 489, "n_interface": 1412, "n_outside": 1011, "selected_inside_frac": 0.6206896551724138, "selected_interface_frac": 0.3793103448275862, "selected_outside_frac": 0.0, "selected_x_range": 0.35416666666666674, "selected_y_range": 0.34375, "step": 12, "n_elem": 2912, "target_elements": 4000, "gap": 1088, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 1466, "score_decreased": true }, { "score_max": 0.14548878371715546, "score_mean": 0.11775282770395279, "score_p50": 0.12252547591924667, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 699, "n_interface": 1606, "n_outside": 1011, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.47916666666666674, "selected_y_range": 0.44791666666666674, "step": 13, "n_elem": 3316, "target_elements": 4000, "gap": 684, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 1394, "score_decreased": true }, { "score_max": 0.14548878371715546, "score_mean": 0.10965727269649506, "score_p50": 0.10287611186504364, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 699, "n_interface": 2048, "n_outside": 1011, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5729166666666667, "step": 14, "n_elem": 3758, "target_elements": 4000, "gap": 242, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 1236, "score_decreased": true } ], "sample_id": 4, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.07470985808162096, "max_err": 0.20689753968713226, "actual_elements": 4174, "num_steps": 13, "num_solves": 1, "score_stats": [ { "score_max": 0.992885410785675, "score_mean": 0.09208986908197403, "score_p50": 1.8585392353998031e-06, "score_p90": 0.3576612174510956, "fraction_gt1": 0.0, "n_inside": 31, "n_interface": 275, "n_outside": 206, "selected_inside_frac": 0.8666666666666667, "selected_interface_frac": 0.13333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333337, "selected_y_range": 0.24999999999999994, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9806128144264221, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9889501929283142, "score_mean": 0.06570076197385788, "score_p50": 3.81430727429688e-05, "score_p90": 0.16536004841327667, "fraction_gt1": 0.0, "n_inside": 84, "n_interface": 302, "n_outside": 206, "selected_inside_frac": 0.5882352941176471, "selected_interface_frac": 0.4117647058823529, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.2708333333333333, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 0.8850477337837219, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9867637753486633, "score_mean": 0.11772926151752472, "score_p50": 0.0002742839860729873, "score_p90": 0.5364360809326172, "fraction_gt1": 0.0, "n_inside": 122, "n_interface": 364, "n_outside": 206, "selected_inside_frac": 0.4, "selected_interface_frac": 0.45, "selected_outside_frac": 0.15, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.43750000000000006, "step": 2, "n_elem": 692, "target_elements": 4000, "gap": 3308, "cutoff_score": 0.9368601441383362, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9940663576126099, "score_mean": 0.17281271517276764, "score_p50": 0.00027957314159721136, "score_p90": 0.8454119563102722, "fraction_gt1": 0.0, "n_inside": 169, "n_interface": 429, "n_outside": 226, "selected_inside_frac": 0.041666666666666664, "selected_interface_frac": 0.4166666666666667, "selected_outside_frac": 0.5416666666666666, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 3, "n_elem": 824, "target_elements": 4000, "gap": 3176, "cutoff_score": 0.9825772643089294, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9906829595565796, "score_mean": 0.17181965708732605, "score_p50": 0.0002955030067823827, "score_p90": 0.8324840068817139, "fraction_gt1": 0.0, "n_inside": 179, "n_interface": 485, "n_outside": 304, "selected_inside_frac": 0.10344827586206896, "selected_interface_frac": 0.4827586206896552, "selected_outside_frac": 0.41379310344827586, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.7916666666666667, "step": 4, "n_elem": 968, "target_elements": 4000, "gap": 3032, "cutoff_score": 0.9690840840339661, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9920151233673096, "score_mean": 0.1482677459716797, "score_p50": 0.0004950115690007806, "score_p90": 0.8064414858818054, "fraction_gt1": 0.0, "n_inside": 201, "n_interface": 555, "n_outside": 384, "selected_inside_frac": 0.3235294117647059, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.3235294117647059, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.8125, "step": 5, "n_elem": 1140, "target_elements": 4000, "gap": 2860, "cutoff_score": 0.9612401127815247, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.989989161491394, "score_mean": 0.1287865787744522, "score_p50": 0.0006326963775791228, "score_p90": 0.6087119579315186, "fraction_gt1": 0.0, "n_inside": 263, "n_interface": 628, "n_outside": 443, "selected_inside_frac": 0.225, "selected_interface_frac": 0.475, "selected_outside_frac": 0.3, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1334, "target_elements": 4000, "gap": 2666, "cutoff_score": 0.9471388459205627, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9854903221130371, "score_mean": 0.12543177604675293, "score_p50": 0.0007582938414998353, "score_p90": 0.5718586444854736, "fraction_gt1": 0.0, "n_inside": 327, "n_interface": 739, "n_outside": 511, "selected_inside_frac": 0.19148936170212766, "selected_interface_frac": 0.5957446808510638, "selected_outside_frac": 0.2127659574468085, "selected_x_range": 0.75, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1577, "target_elements": 4000, "gap": 2423, "cutoff_score": 0.9172139167785645, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9817178249359131, "score_mean": 0.13516530394554138, "score_p50": 0.0010229800827801228, "score_p90": 0.6763890981674194, "fraction_gt1": 0.0, "n_inside": 379, "n_interface": 890, "n_outside": 571, "selected_inside_frac": 0.21818181818181817, "selected_interface_frac": 0.6545454545454545, "selected_outside_frac": 0.12727272727272726, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.44270833333333337, "step": 8, "n_elem": 1840, "target_elements": 4000, "gap": 2160, "cutoff_score": 0.887151300907135, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9874354600906372, "score_mean": 0.1530187577009201, "score_p50": 0.0015537566505372524, "score_p90": 0.7388982176780701, "fraction_gt1": 0.0, "n_inside": 446, "n_interface": 1087, "n_outside": 612, "selected_inside_frac": 0.296875, "selected_interface_frac": 0.390625, "selected_outside_frac": 0.3125, "selected_x_range": 0.6510416666666667, "selected_y_range": 0.9375, "step": 9, "n_elem": 2145, "target_elements": 4000, "gap": 1855, "cutoff_score": 0.9204908609390259, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9825031757354736, "score_mean": 0.15994009375572205, "score_p50": 0.0013986859703436494, "score_p90": 0.7570742964744568, "fraction_gt1": 0.0, "n_inside": 562, "n_interface": 1247, "n_outside": 731, "selected_inside_frac": 0.13157894736842105, "selected_interface_frac": 0.39473684210526316, "selected_outside_frac": 0.47368421052631576, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.9791666666666667, "step": 10, "n_elem": 2540, "target_elements": 4000, "gap": 1460, "cutoff_score": 0.9317290186882019, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9910257458686829, "score_mean": 0.1686985045671463, "score_p50": 0.0009717302746139467, "score_p90": 0.7955906391143799, "fraction_gt1": 0.0, "n_inside": 622, "n_interface": 1423, "n_outside": 948, "selected_inside_frac": 0.11235955056179775, "selected_interface_frac": 0.5955056179775281, "selected_outside_frac": 0.29213483146067415, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2993, "target_elements": 4000, "gap": 1007, "cutoff_score": 0.9277037382125854, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9872041344642639, "score_mean": 0.15049561858177185, "score_p50": 0.0006758433301001787, "score_p90": 0.7488041520118713, "fraction_gt1": 0.0, "n_inside": 683, "n_interface": 1726, "n_outside": 1115, "selected_inside_frac": 0.34285714285714286, "selected_interface_frac": 0.3904761904761905, "selected_outside_frac": 0.26666666666666666, "selected_x_range": 0.78125, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 3524, "target_elements": 4000, "gap": 476, "cutoff_score": 0.9247748851776123, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 4, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.07309977987451403, "max_err": 0.20848556201706486, "actual_elements": 4181, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 3.6700055599212646, "score_mean": 3.725290298461914e-07, "score_p50": -0.30077314376831055, "score_p90": 0.3743993937969208, "fraction_gt1": 0.0859375, "n_inside": 31, "n_interface": 275, "n_outside": 206, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.24999999999999994, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 3.6285319328308105, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.886500358581543, "score_mean": -7.758706033200724e-08, "score_p50": -0.0675140768289566, "score_p90": 0.427655965089798, "fraction_gt1": 0.06779661016949153, "n_inside": 91, "n_interface": 293, "n_outside": 206, "selected_inside_frac": 0.6470588235294118, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.25000000000000006, "step": 1, "n_elem": 590, "target_elements": 4000, "gap": 3410, "cutoff_score": 2.257305145263672, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.859717607498169, "score_mean": 2.461094936734298e-07, "score_p50": 0.07974791526794434, "score_p90": 1.0646231174468994, "fraction_gt1": 0.10263929618768329, "n_inside": 134, "n_interface": 342, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.31250000000000006, "selected_y_range": 0.3958333333333333, "step": 2, "n_elem": 682, "target_elements": 4000, "gap": 3318, "cutoff_score": 1.7949471473693848, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.6941978931427002, "score_mean": 2.8826428888351074e-07, "score_p50": 0.16835461556911469, "score_p90": 1.2933415174484253, "fraction_gt1": 0.1385390428211587, "n_inside": 134, "n_interface": 448, "n_outside": 212, "selected_inside_frac": 0.0, "selected_interface_frac": 0.30434782608695654, "selected_outside_frac": 0.6956521739130435, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5833333333333333, "step": 3, "n_elem": 794, "target_elements": 4000, "gap": 3206, "cutoff_score": 1.6527304649353027, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8579692840576172, "score_mean": 1.9731193390271073e-07, "score_p50": -0.04959115386009216, "score_p90": 1.3994653224945068, "fraction_gt1": 0.16056034482758622, "n_inside": 135, "n_interface": 496, "n_outside": 297, "selected_inside_frac": 0.0, "selected_interface_frac": 0.2962962962962963, "selected_outside_frac": 0.7037037037037037, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.7083333333333333, "step": 4, "n_elem": 928, "target_elements": 4000, "gap": 3072, "cutoff_score": 1.7685205936431885, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.013970375061035, "score_mean": 1.7257819706628652e-07, "score_p50": -0.2390221208333969, "score_p90": 1.4682300090789795, "fraction_gt1": 0.14797360980207352, "n_inside": 135, "n_interface": 537, "n_outside": 389, "selected_inside_frac": 0.0, "selected_interface_frac": 0.3870967741935484, "selected_outside_frac": 0.6129032258064516, "selected_x_range": 0.5625, "selected_y_range": 0.8125, "step": 5, "n_elem": 1061, "target_elements": 4000, "gap": 2939, "cutoff_score": 1.7936561107635498, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1455180644989014, "score_mean": 7.610368868427031e-08, "score_p50": -0.403462678194046, "score_p90": 1.4210878610610962, "fraction_gt1": 0.1288445552784705, "n_inside": 135, "n_interface": 595, "n_outside": 473, "selected_inside_frac": 0.4444444444444444, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.3888888888888889, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1203, "target_elements": 4000, "gap": 2797, "cutoff_score": 1.8217172622680664, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2484517097473145, "score_mean": 1.0930364879868648e-07, "score_p50": -0.5350779294967651, "score_p90": 1.1533337831497192, "fraction_gt1": 0.1310888252148997, "n_inside": 210, "n_interface": 650, "n_outside": 536, "selected_inside_frac": 0.926829268292683, "selected_interface_frac": 0.07317073170731707, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333337, "selected_y_range": 0.40625, "step": 7, "n_elem": 1396, "target_elements": 4000, "gap": 2604, "cutoff_score": 2.0212221145629883, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.769927501678467, "score_mean": 2.07988449574259e-07, "score_p50": -0.42856669425964355, "score_p90": 1.2348649501800537, "fraction_gt1": 0.18339529120198264, "n_inside": 385, "n_interface": 693, "n_outside": 536, "selected_inside_frac": 0.125, "selected_interface_frac": 0.8541666666666666, "selected_outside_frac": 0.020833333333333332, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1614, "target_elements": 4000, "gap": 2386, "cutoff_score": 2.020348310470581, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.758720636367798, "score_mean": 2.618129997244978e-07, "score_p50": -0.34616661071777344, "score_p90": 1.2891759872436523, "fraction_gt1": 0.15603217158176944, "n_inside": 414, "n_interface": 901, "n_outside": 550, "selected_inside_frac": 0.09090909090909091, "selected_interface_frac": 0.5454545454545454, "selected_outside_frac": 0.36363636363636365, "selected_x_range": 0.96875, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 1865, "target_elements": 4000, "gap": 2135, "cutoff_score": 1.8483693599700928, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4135279655456543, "score_mean": 7.044685901291814e-08, "score_p50": -0.22653459012508392, "score_p90": 1.2904210090637207, "fraction_gt1": 0.13619575253924285, "n_inside": 436, "n_interface": 1050, "n_outside": 680, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.484375, "selected_outside_frac": 0.328125, "selected_x_range": 0.9479166666666666, "selected_y_range": 0.9791666666666667, "step": 10, "n_elem": 2166, "target_elements": 4000, "gap": 1834, "cutoff_score": 1.6233316659927368, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.247863292694092, "score_mean": 4.8847663691731213e-08, "score_p50": -0.11391063034534454, "score_p90": 1.2465503215789795, "fraction_gt1": 0.1332533013205282, "n_inside": 485, "n_interface": 1219, "n_outside": 795, "selected_inside_frac": 0.16216216216216217, "selected_interface_frac": 0.17567567567567569, "selected_outside_frac": 0.6621621621621622, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2499, "target_elements": 4000, "gap": 1501, "cutoff_score": 1.4521293640136719, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.374072551727295, "score_mean": 1.9281024776773847e-07, "score_p50": 0.034089893102645874, "score_p90": 1.2623471021652222, "fraction_gt1": 0.16848016848016847, "n_inside": 552, "n_interface": 1301, "n_outside": 996, "selected_inside_frac": 0.08235294117647059, "selected_interface_frac": 0.8588235294117647, "selected_outside_frac": 0.058823529411764705, "selected_x_range": 0.5, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2849, "target_elements": 4000, "gap": 1151, "cutoff_score": 1.4600560665130615, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.014835834503174, "score_mean": 2.0607326689514593e-07, "score_p50": -0.10891468077898026, "score_p90": 1.2609004974365234, "fraction_gt1": 0.16574585635359115, "n_inside": 590, "n_interface": 1643, "n_outside": 1025, "selected_inside_frac": 0.030927835051546393, "selected_interface_frac": 0.3402061855670103, "selected_outside_frac": 0.6288659793814433, "selected_x_range": 0.8125, "selected_y_range": 0.8541666666666666, "step": 13, "n_elem": 3258, "target_elements": 4000, "gap": 742, "cutoff_score": 1.6186273097991943, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2848784923553467, "score_mean": 8.133682882771609e-08, "score_p50": -0.353529691696167, "score_p90": 1.3654428720474243, "fraction_gt1": 0.15378464818763327, "n_inside": 612, "n_interface": 1828, "n_outside": 1312, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6341463414634146, "selected_outside_frac": 0.36585365853658536, "selected_x_range": 0.9375, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 3752, "target_elements": 4000, "gap": 248, "cutoff_score": 1.7804770469665527, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 4, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.0738437383727712, "max_err": 0.21057634304886386, "actual_elements": 8162, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.4901019036769867, "score_mean": 0.30303388833999634, "score_p50": 0.2909775674343109, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 31, "n_interface": 275, "n_outside": 206, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333337, "selected_y_range": 0.24999999999999994, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.4901019036769867, "num_tied_at_cutoff": 31, "score_decreased": null }, { "score_max": 0.4901019036769867, "score_mean": 0.27693888545036316, "score_p50": 0.2909775674343109, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 99, "n_interface": 311, "n_outside": 206, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.16666666666666663, "step": 1, "n_elem": 616, "target_elements": 8000, "gap": 7384, "cutoff_score": 0.34655436873435974, "num_tied_at_cutoff": 16, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.2583051025867462, "score_p50": 0.2909775674343109, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 316, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.39583333333333326, "step": 2, "n_elem": 698, "target_elements": 8000, "gap": 7302, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 454, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.23398108780384064, "score_p50": 0.24505095183849335, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 442, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 824, "target_elements": 8000, "gap": 7176, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 404, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.2136290818452835, "score_p50": 0.20575222373008728, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 588, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 970, "target_elements": 8000, "gap": 7030, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 348, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.19665849208831787, "score_p50": 0.14548878371715546, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 756, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.75, "step": 5, "n_elem": 1138, "target_elements": 8000, "gap": 6862, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 284, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.18197377026081085, "score_p50": 0.14548878371715546, "score_p90": 0.2909775674343109, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 947, "n_outside": 214, "selected_inside_frac": 0.0, "selected_interface_frac": 0.3, "selected_outside_frac": 0.7, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.875, "step": 6, "n_elem": 1337, "target_elements": 8000, "gap": 6663, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 212, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.17012648284435272, "score_p50": 0.14548878371715546, "score_p90": 0.24505095183849335, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 1006, "n_outside": 374, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 1556, "target_elements": 8000, "gap": 6444, "cutoff_score": 0.2909775674343109, "num_tied_at_cutoff": 134, "score_decreased": true }, { "score_max": 0.2909775674343109, "score_mean": 0.16089849174022675, "score_p50": 0.14548878371715546, "score_p90": 0.20575222373008728, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 1006, "n_outside": 602, "selected_inside_frac": 0.018867924528301886, "selected_interface_frac": 0.0, "selected_outside_frac": 0.9811320754716981, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1784, "target_elements": 8000, "gap": 6216, "cutoff_score": 0.24505095183849335, "num_tied_at_cutoff": 78, "score_decreased": true }, { "score_max": 0.24505095183849335, "score_mean": 0.1543942540884018, "score_p50": 0.14548878371715546, "score_p90": 0.20575222373008728, "fraction_gt1": 0.0, "n_inside": 181, "n_interface": 1013, "n_outside": 782, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.2604166666666667, "step": 9, "n_elem": 1976, "target_elements": 8000, "gap": 6024, "cutoff_score": 0.24505095183849335, "num_tied_at_cutoff": 75, "score_decreased": true }, { "score_max": 0.24505095183849335, "score_mean": 0.14512667059898376, "score_p50": 0.14548878371715546, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 388, "n_interface": 1074, "n_outside": 782, "selected_inside_frac": 0.23880597014925373, "selected_interface_frac": 0.7611940298507462, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.6875, "step": 10, "n_elem": 2244, "target_elements": 8000, "gap": 5756, "cutoff_score": 0.20575222373008728, "num_tied_at_cutoff": 120, "score_decreased": true }, { "score_max": 0.20575222373008728, "score_mean": 0.1361667960882187, "score_p50": 0.14548878371715546, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 448, "n_interface": 1313, "n_outside": 782, "selected_inside_frac": 0.17105263157894737, "selected_interface_frac": 0.15789473684210525, "selected_outside_frac": 0.6710526315789473, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2543, "target_elements": 8000, "gap": 5457, "cutoff_score": 0.17327718436717987, "num_tied_at_cutoff": 69, "score_decreased": true }, { "score_max": 0.17327718436717987, "score_mean": 0.12676431238651276, "score_p50": 0.14548878371715546, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 489, "n_interface": 1412, "n_outside": 1011, "selected_inside_frac": 0.6206896551724138, "selected_interface_frac": 0.3793103448275862, "selected_outside_frac": 0.0, "selected_x_range": 0.35416666666666674, "selected_y_range": 0.34375, "step": 12, "n_elem": 2912, "target_elements": 8000, "gap": 5088, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 1466, "score_decreased": true }, { "score_max": 0.14548878371715546, "score_mean": 0.11775282770395279, "score_p50": 0.12252547591924667, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 699, "n_interface": 1606, "n_outside": 1011, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.47916666666666674, "selected_y_range": 0.44791666666666674, "step": 13, "n_elem": 3316, "target_elements": 8000, "gap": 4684, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 1394, "score_decreased": true }, { "score_max": 0.14548878371715546, "score_mean": 0.10965727269649506, "score_p50": 0.10287611186504364, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 699, "n_interface": 2048, "n_outside": 1011, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.59375, "step": 14, "n_elem": 3758, "target_elements": 8000, "gap": 4242, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 1236, "score_decreased": true }, { "score_max": 0.14548878371715546, "score_mean": 0.10218039900064468, "score_p50": 0.10287611186504364, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 699, "n_interface": 2576, "n_outside": 1011, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.6979166666666667, "step": 15, "n_elem": 4286, "target_elements": 8000, "gap": 3714, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 1046, "score_decreased": true }, { "score_max": 0.14548878371715546, "score_mean": 0.09563856571912766, "score_p50": 0.08663859218358994, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 699, "n_interface": 3176, "n_outside": 1011, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.8229166666666667, "step": 16, "n_elem": 4886, "target_elements": 8000, "gap": 3114, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 832, "score_decreased": true }, { "score_max": 0.14548878371715546, "score_mean": 0.09018724411725998, "score_p50": 0.07274439185857773, "score_p90": 0.14548878371715546, "fraction_gt1": 0.0, "n_inside": 699, "n_interface": 3772, "n_outside": 1055, "selected_inside_frac": 0.0, "selected_interface_frac": 0.024242424242424242, "selected_outside_frac": 0.9757575757575757, "selected_x_range": 0.875, "selected_y_range": 0.9166666666666667, "step": 17, "n_elem": 5526, "target_elements": 8000, "gap": 2474, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 616, "score_decreased": true }, { "score_max": 0.14548878371715546, "score_mean": 0.08558259159326553, "score_p50": 0.07274439185857773, "score_p90": 0.12252547591924667, "fraction_gt1": 0.0, "n_inside": 699, "n_interface": 3806, "n_outside": 1706, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.96875, "selected_y_range": 0.9791666666666667, "step": 18, "n_elem": 6211, "target_elements": 8000, "gap": 1789, "cutoff_score": 0.14548878371715546, "num_tied_at_cutoff": 390, "score_decreased": true }, { "score_max": 0.14548878371715546, "score_mean": 0.08166217803955078, "score_p50": 0.07274439185857773, "score_p90": 0.10287611186504364, "fraction_gt1": 0.0, "n_inside": 699, "n_interface": 3806, "n_outside": 2429, "selected_inside_frac": 0.18269230769230768, "selected_interface_frac": 0.0, "selected_outside_frac": 0.8173076923076923, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 6934, "target_elements": 8000, "gap": 1066, "cutoff_score": 0.12252547591924667, "num_tied_at_cutoff": 329, "score_decreased": true }, { "score_max": 0.12252547591924667, "score_mean": 0.07756754010915756, "score_p50": 0.07274439185857773, "score_p90": 0.10287611186504364, "fraction_gt1": 0.0, "n_inside": 880, "n_interface": 3927, "n_outside": 2979, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333337, "selected_y_range": 0.2552083333333333, "step": 20, "n_elem": 7786, "target_elements": 8000, "gap": 214, "cutoff_score": 0.12252547591924667, "num_tied_at_cutoff": 243, "score_decreased": true } ], "sample_id": 4, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.0729120466534454, "max_err": 0.21160017817120763, "actual_elements": 8072, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.992885410785675, "score_mean": 0.09208986908197403, "score_p50": 1.8585392353998031e-06, "score_p90": 0.3576612174510956, "fraction_gt1": 0.0, "n_inside": 31, "n_interface": 275, "n_outside": 206, "selected_inside_frac": 0.8666666666666667, "selected_interface_frac": 0.13333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333337, "selected_y_range": 0.24999999999999994, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9806128144264221, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9889501929283142, "score_mean": 0.06570076197385788, "score_p50": 3.81430727429688e-05, "score_p90": 0.16536004841327667, "fraction_gt1": 0.0, "n_inside": 84, "n_interface": 302, "n_outside": 206, "selected_inside_frac": 0.5882352941176471, "selected_interface_frac": 0.4117647058823529, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.2708333333333333, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 0.8850477337837219, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9867637753486633, "score_mean": 0.11772926151752472, "score_p50": 0.0002742839860729873, "score_p90": 0.5364360809326172, "fraction_gt1": 0.0, "n_inside": 122, "n_interface": 364, "n_outside": 206, "selected_inside_frac": 0.4, "selected_interface_frac": 0.45, "selected_outside_frac": 0.15, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.43750000000000006, "step": 2, "n_elem": 692, "target_elements": 8000, "gap": 7308, "cutoff_score": 0.9368601441383362, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9940663576126099, "score_mean": 0.17281271517276764, "score_p50": 0.00027957314159721136, "score_p90": 0.8454119563102722, "fraction_gt1": 0.0, "n_inside": 169, "n_interface": 429, "n_outside": 226, "selected_inside_frac": 0.041666666666666664, "selected_interface_frac": 0.4166666666666667, "selected_outside_frac": 0.5416666666666666, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 3, "n_elem": 824, "target_elements": 8000, "gap": 7176, "cutoff_score": 0.9825772643089294, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9906829595565796, "score_mean": 0.17181965708732605, "score_p50": 0.0002955030067823827, "score_p90": 0.8324840068817139, "fraction_gt1": 0.0, "n_inside": 179, "n_interface": 485, "n_outside": 304, "selected_inside_frac": 0.10344827586206896, "selected_interface_frac": 0.4827586206896552, "selected_outside_frac": 0.41379310344827586, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.7916666666666667, "step": 4, "n_elem": 968, "target_elements": 8000, "gap": 7032, "cutoff_score": 0.9690840840339661, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9920151233673096, "score_mean": 0.1482677459716797, "score_p50": 0.0004950115690007806, "score_p90": 0.8064414858818054, "fraction_gt1": 0.0, "n_inside": 201, "n_interface": 555, "n_outside": 384, "selected_inside_frac": 0.3235294117647059, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.3235294117647059, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.8125, "step": 5, "n_elem": 1140, "target_elements": 8000, "gap": 6860, "cutoff_score": 0.9612401127815247, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.989989161491394, "score_mean": 0.1287865787744522, "score_p50": 0.0006326963775791228, "score_p90": 0.6087119579315186, "fraction_gt1": 0.0, "n_inside": 263, "n_interface": 628, "n_outside": 443, "selected_inside_frac": 0.225, "selected_interface_frac": 0.475, "selected_outside_frac": 0.3, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1334, "target_elements": 8000, "gap": 6666, "cutoff_score": 0.9471388459205627, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9854903221130371, "score_mean": 0.12543177604675293, "score_p50": 0.0007582938414998353, "score_p90": 0.5718586444854736, "fraction_gt1": 0.0, "n_inside": 327, "n_interface": 739, "n_outside": 511, "selected_inside_frac": 0.19148936170212766, "selected_interface_frac": 0.5957446808510638, "selected_outside_frac": 0.2127659574468085, "selected_x_range": 0.75, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1577, "target_elements": 8000, "gap": 6423, "cutoff_score": 0.9172139167785645, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9817178249359131, "score_mean": 0.13516530394554138, "score_p50": 0.0010229800827801228, "score_p90": 0.6763890981674194, "fraction_gt1": 0.0, "n_inside": 379, "n_interface": 890, "n_outside": 571, "selected_inside_frac": 0.21818181818181817, "selected_interface_frac": 0.6545454545454545, "selected_outside_frac": 0.12727272727272726, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.44270833333333337, "step": 8, "n_elem": 1840, "target_elements": 8000, "gap": 6160, "cutoff_score": 0.887151300907135, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9874354600906372, "score_mean": 0.1530187577009201, "score_p50": 0.0015537566505372524, "score_p90": 0.7388982176780701, "fraction_gt1": 0.0, "n_inside": 446, "n_interface": 1087, "n_outside": 612, "selected_inside_frac": 0.296875, "selected_interface_frac": 0.390625, "selected_outside_frac": 0.3125, "selected_x_range": 0.6510416666666667, "selected_y_range": 0.9375, "step": 9, "n_elem": 2145, "target_elements": 8000, "gap": 5855, "cutoff_score": 0.9204908609390259, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9825031757354736, "score_mean": 0.15994009375572205, "score_p50": 0.0013986859703436494, "score_p90": 0.7570742964744568, "fraction_gt1": 0.0, "n_inside": 562, "n_interface": 1247, "n_outside": 731, "selected_inside_frac": 0.13157894736842105, "selected_interface_frac": 0.39473684210526316, "selected_outside_frac": 0.47368421052631576, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.9791666666666667, "step": 10, "n_elem": 2540, "target_elements": 8000, "gap": 5460, "cutoff_score": 0.9317290186882019, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9910257458686829, "score_mean": 0.1686985045671463, "score_p50": 0.0009717302746139467, "score_p90": 0.7955906391143799, "fraction_gt1": 0.0, "n_inside": 622, "n_interface": 1423, "n_outside": 948, "selected_inside_frac": 0.11235955056179775, "selected_interface_frac": 0.5955056179775281, "selected_outside_frac": 0.29213483146067415, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2993, "target_elements": 8000, "gap": 5007, "cutoff_score": 0.9277037382125854, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9872041344642639, "score_mean": 0.15049561858177185, "score_p50": 0.0006758433301001787, "score_p90": 0.7488041520118713, "fraction_gt1": 0.0, "n_inside": 683, "n_interface": 1726, "n_outside": 1115, "selected_inside_frac": 0.34285714285714286, "selected_interface_frac": 0.3904761904761905, "selected_outside_frac": 0.26666666666666666, "selected_x_range": 0.78125, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 3524, "target_elements": 8000, "gap": 4476, "cutoff_score": 0.9247748851776123, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9873501658439636, "score_mean": 0.13921907544136047, "score_p50": 0.0009948264341801405, "score_p90": 0.6936156153678894, "fraction_gt1": 0.0, "n_inside": 909, "n_interface": 1973, "n_outside": 1292, "selected_inside_frac": 0.28, "selected_interface_frac": 0.4, "selected_outside_frac": 0.32, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666667, "step": 13, "n_elem": 4174, "target_elements": 8000, "gap": 3826, "cutoff_score": 0.9194583296775818, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9874809384346008, "score_mean": 0.13328462839126587, "score_p50": 0.0009707628632895648, "score_p90": 0.662693977355957, "fraction_gt1": 0.0, "n_inside": 1116, "n_interface": 2259, "n_outside": 1516, "selected_inside_frac": 0.2054794520547945, "selected_interface_frac": 0.5616438356164384, "selected_outside_frac": 0.2328767123287671, "selected_x_range": 0.9322916666666667, "selected_y_range": 0.9479166666666667, "step": 14, "n_elem": 4891, "target_elements": 8000, "gap": 3109, "cutoff_score": 0.9150902628898621, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9842255115509033, "score_mean": 0.13211262226104736, "score_p50": 0.0010324225295335054, "score_p90": 0.6019018292427063, "fraction_gt1": 0.0, "n_inside": 1293, "n_interface": 2754, "n_outside": 1721, "selected_inside_frac": 0.1676300578034682, "selected_interface_frac": 0.6416184971098265, "selected_outside_frac": 0.1907514450867052, "selected_x_range": 0.84375, "selected_y_range": 0.9479166666666667, "step": 15, "n_elem": 5768, "target_elements": 8000, "gap": 2232, "cutoff_score": 0.8932210803031921, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9871265292167664, "score_mean": 0.14431454241275787, "score_p50": 0.0016443321947008371, "score_p90": 0.6983461380004883, "fraction_gt1": 0.0, "n_inside": 1486, "n_interface": 3359, "n_outside": 1919, "selected_inside_frac": 0.2722772277227723, "selected_interface_frac": 0.48514851485148514, "selected_outside_frac": 0.24257425742574257, "selected_x_range": 0.984375, "selected_y_range": 0.984375, "step": 16, "n_elem": 6764, "target_elements": 8000, "gap": 1236, "cutoff_score": 0.902449369430542, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9862877130508423, "score_mean": 0.15844973921775818, "score_p50": 0.0027882722206413746, "score_p90": 0.765119194984436, "fraction_gt1": 0.0, "n_inside": 1773, "n_interface": 3907, "n_outside": 2270, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5, "selected_outside_frac": 0.5, "selected_x_range": 0.4895833333333333, "selected_y_range": 0.90625, "step": 17, "n_elem": 7950, "target_elements": 8000, "gap": 50, "cutoff_score": 0.9769878387451172, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 4, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.07286337511063339, "max_err": 0.21222109058938193, "actual_elements": 8216, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 3.6700055599212646, "score_mean": 3.725290298461914e-07, "score_p50": -0.30077314376831055, "score_p90": 0.3743993937969208, "fraction_gt1": 0.0859375, "n_inside": 31, "n_interface": 275, "n_outside": 206, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.24999999999999994, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 3.6285319328308105, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.886500358581543, "score_mean": -7.758706033200724e-08, "score_p50": -0.0675140768289566, "score_p90": 0.427655965089798, "fraction_gt1": 0.06779661016949153, "n_inside": 91, "n_interface": 293, "n_outside": 206, "selected_inside_frac": 0.6470588235294118, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.25000000000000006, "step": 1, "n_elem": 590, "target_elements": 8000, "gap": 7410, "cutoff_score": 2.257305145263672, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.859717607498169, "score_mean": 2.461094936734298e-07, "score_p50": 0.07974791526794434, "score_p90": 1.0646231174468994, "fraction_gt1": 0.10263929618768329, "n_inside": 134, "n_interface": 342, "n_outside": 206, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.31250000000000006, "selected_y_range": 0.3958333333333333, "step": 2, "n_elem": 682, "target_elements": 8000, "gap": 7318, "cutoff_score": 1.7949471473693848, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.6941978931427002, "score_mean": 2.8826428888351074e-07, "score_p50": 0.16835461556911469, "score_p90": 1.2933415174484253, "fraction_gt1": 0.1385390428211587, "n_inside": 134, "n_interface": 448, "n_outside": 212, "selected_inside_frac": 0.0, "selected_interface_frac": 0.30434782608695654, "selected_outside_frac": 0.6956521739130435, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5833333333333333, "step": 3, "n_elem": 794, "target_elements": 8000, "gap": 7206, "cutoff_score": 1.6527304649353027, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8579692840576172, "score_mean": 1.9731193390271073e-07, "score_p50": -0.04959115386009216, "score_p90": 1.3994653224945068, "fraction_gt1": 0.16056034482758622, "n_inside": 135, "n_interface": 496, "n_outside": 297, "selected_inside_frac": 0.0, "selected_interface_frac": 0.2962962962962963, "selected_outside_frac": 0.7037037037037037, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.7083333333333333, "step": 4, "n_elem": 928, "target_elements": 8000, "gap": 7072, "cutoff_score": 1.7685205936431885, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.013970375061035, "score_mean": 1.7257819706628652e-07, "score_p50": -0.2390221208333969, "score_p90": 1.4682300090789795, "fraction_gt1": 0.14797360980207352, "n_inside": 135, "n_interface": 537, "n_outside": 389, "selected_inside_frac": 0.0, "selected_interface_frac": 0.3870967741935484, "selected_outside_frac": 0.6129032258064516, "selected_x_range": 0.5625, "selected_y_range": 0.8125, "step": 5, "n_elem": 1061, "target_elements": 8000, "gap": 6939, "cutoff_score": 1.7936561107635498, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1455180644989014, "score_mean": 7.610368868427031e-08, "score_p50": -0.403462678194046, "score_p90": 1.4210878610610962, "fraction_gt1": 0.1288445552784705, "n_inside": 135, "n_interface": 595, "n_outside": 473, "selected_inside_frac": 0.4444444444444444, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.3888888888888889, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1203, "target_elements": 8000, "gap": 6797, "cutoff_score": 1.8217172622680664, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2484517097473145, "score_mean": 1.0930364879868648e-07, "score_p50": -0.5350779294967651, "score_p90": 1.1533337831497192, "fraction_gt1": 0.1310888252148997, "n_inside": 210, "n_interface": 650, "n_outside": 536, "selected_inside_frac": 0.926829268292683, "selected_interface_frac": 0.07317073170731707, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333337, "selected_y_range": 0.40625, "step": 7, "n_elem": 1396, "target_elements": 8000, "gap": 6604, "cutoff_score": 2.0212221145629883, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.769927501678467, "score_mean": 2.07988449574259e-07, "score_p50": -0.42856669425964355, "score_p90": 1.2348649501800537, "fraction_gt1": 0.18339529120198264, "n_inside": 385, "n_interface": 693, "n_outside": 536, "selected_inside_frac": 0.125, "selected_interface_frac": 0.8541666666666666, "selected_outside_frac": 0.020833333333333332, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1614, "target_elements": 8000, "gap": 6386, "cutoff_score": 2.020348310470581, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.758720636367798, "score_mean": 2.618129997244978e-07, "score_p50": -0.34616661071777344, "score_p90": 1.2891759872436523, "fraction_gt1": 0.15603217158176944, "n_inside": 414, "n_interface": 901, "n_outside": 550, "selected_inside_frac": 0.09090909090909091, "selected_interface_frac": 0.5454545454545454, "selected_outside_frac": 0.36363636363636365, "selected_x_range": 0.96875, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 1865, "target_elements": 8000, "gap": 6135, "cutoff_score": 1.8483693599700928, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4135279655456543, "score_mean": 7.044685901291814e-08, "score_p50": -0.22653459012508392, "score_p90": 1.2904210090637207, "fraction_gt1": 0.13619575253924285, "n_inside": 436, "n_interface": 1050, "n_outside": 680, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.484375, "selected_outside_frac": 0.328125, "selected_x_range": 0.9479166666666666, "selected_y_range": 0.9791666666666667, "step": 10, "n_elem": 2166, "target_elements": 8000, "gap": 5834, "cutoff_score": 1.6233316659927368, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.247863292694092, "score_mean": 4.8847663691731213e-08, "score_p50": -0.11391063034534454, "score_p90": 1.2465503215789795, "fraction_gt1": 0.1332533013205282, "n_inside": 485, "n_interface": 1219, "n_outside": 795, "selected_inside_frac": 0.16216216216216217, "selected_interface_frac": 0.17567567567567569, "selected_outside_frac": 0.6621621621621622, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2499, "target_elements": 8000, "gap": 5501, "cutoff_score": 1.4521293640136719, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.374072551727295, "score_mean": 1.9281024776773847e-07, "score_p50": 0.034089893102645874, "score_p90": 1.2623471021652222, "fraction_gt1": 0.16848016848016847, "n_inside": 552, "n_interface": 1301, "n_outside": 996, "selected_inside_frac": 0.08235294117647059, "selected_interface_frac": 0.8588235294117647, "selected_outside_frac": 0.058823529411764705, "selected_x_range": 0.5, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2849, "target_elements": 8000, "gap": 5151, "cutoff_score": 1.4600560665130615, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.014835834503174, "score_mean": 2.0607326689514593e-07, "score_p50": -0.10891468077898026, "score_p90": 1.2609004974365234, "fraction_gt1": 0.16574585635359115, "n_inside": 590, "n_interface": 1643, "n_outside": 1025, "selected_inside_frac": 0.030927835051546393, "selected_interface_frac": 0.3402061855670103, "selected_outside_frac": 0.6288659793814433, "selected_x_range": 0.8125, "selected_y_range": 0.8541666666666666, "step": 13, "n_elem": 3258, "target_elements": 8000, "gap": 4742, "cutoff_score": 1.6186273097991943, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2848784923553467, "score_mean": 8.133682882771609e-08, "score_p50": -0.353529691696167, "score_p90": 1.3654428720474243, "fraction_gt1": 0.15378464818763327, "n_inside": 612, "n_interface": 1828, "n_outside": 1312, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6428571428571429, "selected_outside_frac": 0.35714285714285715, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 3752, "target_elements": 8000, "gap": 4248, "cutoff_score": 1.7515416145324707, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.465622901916504, "score_mean": 5.6776890744458797e-08, "score_p50": -0.25081866979599, "score_p90": 1.3038685321807861, "fraction_gt1": 0.13697674418604652, "n_inside": 612, "n_interface": 2145, "n_outside": 1543, "selected_inside_frac": 0.023255813953488372, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.6434108527131783, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 15, "n_elem": 4300, "target_elements": 8000, "gap": 3700, "cutoff_score": 1.7036042213439941, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.145695686340332, "score_mean": 0.0, "score_p50": -0.1407354176044464, "score_p90": 1.2711094617843628, "fraction_gt1": 0.12989690721649486, "n_inside": 629, "n_interface": 2366, "n_outside": 1855, "selected_inside_frac": 0.6482758620689655, "selected_interface_frac": 0.2, "selected_outside_frac": 0.15172413793103448, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 4850, "target_elements": 8000, "gap": 3150, "cutoff_score": 1.7285375595092773, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3203983306884766, "score_mean": 8.873001178244522e-08, "score_p50": -0.19841063022613525, "score_p90": 1.2203859090805054, "fraction_gt1": 0.11920770488824278, "n_inside": 981, "n_interface": 2554, "n_outside": 1968, "selected_inside_frac": 0.8848484848484849, "selected_interface_frac": 0.06060606060606061, "selected_outside_frac": 0.05454545454545454, "selected_x_range": 0.7135416666666667, "selected_y_range": 0.9375, "step": 17, "n_elem": 5503, "target_elements": 8000, "gap": 2497, "cutoff_score": 1.8529071807861328, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3883211612701416, "score_mean": 2.743153117990005e-07, "score_p50": -0.39700862765312195, "score_p90": 1.085141897201538, "fraction_gt1": 0.13113964686998394, "n_inside": 1564, "n_interface": 2657, "n_outside": 2009, "selected_inside_frac": 0.11290322580645161, "selected_interface_frac": 0.7741935483870968, "selected_outside_frac": 0.11290322580645161, "selected_x_range": 0.9166666666666666, "selected_y_range": 0.9479166666666667, "step": 18, "n_elem": 6230, "target_elements": 8000, "gap": 1770, "cutoff_score": 1.7371439933776855, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.551645278930664, "score_mean": 1.1962652024521958e-07, "score_p50": -0.39166563749313354, "score_p90": 1.1871839761734009, "fraction_gt1": 0.15875682486350273, "n_inside": 1663, "n_interface": 3354, "n_outside": 2126, "selected_inside_frac": 0.018691588785046728, "selected_interface_frac": 0.5467289719626168, "selected_outside_frac": 0.43457943925233644, "selected_x_range": 0.921875, "selected_y_range": 0.9427083333333333, "step": 19, "n_elem": 7143, "target_elements": 8000, "gap": 857, "cutoff_score": 1.6926543712615967, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 4, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.8529779074573017, "max_err": 1.636931016039323, "actual_elements": 2092, "num_steps": 7, "num_solves": 1, "score_stats": [ { "score_max": 0.5309396982192993, "score_mean": 0.4285905361175537, "score_p50": 0.4117544889450073, "score_p90": 0.5309396982192993, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.32291666666666674, "step": 0, "n_elem": 692, "target_elements": 2000, "gap": 1308, "cutoff_score": 0.5309396982192993, "num_tied_at_cutoff": 186, "score_decreased": null }, { "score_max": 0.5309396982192993, "score_mean": 0.3584388494491577, "score_p50": 0.4117544889450073, "score_p90": 0.5309396982192993, "fraction_gt1": 0.0, "n_inside": 284, "n_interface": 300, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.26041666666666674, "selected_y_range": 0.26041666666666674, "step": 1, "n_elem": 914, "target_elements": 2000, "gap": 1086, "cutoff_score": 0.5309396982192993, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.5309396982192993, "score_mean": 0.3309299945831299, "score_p50": 0.37543103098869324, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 439, "n_interface": 311, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.19791666666666674, "step": 2, "n_elem": 1080, "target_elements": 2000, "gap": 920, "cutoff_score": 0.5309396982192993, "num_tied_at_cutoff": 74, "score_decreased": true }, { "score_max": 0.5309396982192993, "score_mean": 0.3107033371925354, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 603, "n_interface": 311, "n_outside": 330, "selected_inside_frac": 0.4864864864864865, "selected_interface_frac": 0.5135135135135135, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 1244, "target_elements": 2000, "gap": 756, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 418, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.2901240587234497, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 430, "n_outside": 330, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.625, "step": 4, "n_elem": 1429, "target_elements": 2000, "gap": 571, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 372, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.27220192551612854, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 372, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1621, "target_elements": 2000, "gap": 379, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 302, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.25585049390792847, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 599, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1848, "target_elements": 2000, "gap": 152, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 218, "score_decreased": true } ], "sample_id": 10, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.4861886376587662, "max_err": 0.8699402359585366, "actual_elements": 2104, "num_steps": 7, "num_solves": 1, "score_stats": [ { "score_max": 0.9404385089874268, "score_mean": 0.21067245304584503, "score_p50": 3.698746198210756e-08, "score_p90": 0.8752402663230896, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.11458333333333326, "step": 0, "n_elem": 692, "target_elements": 2000, "gap": 1308, "cutoff_score": 0.9146258234977722, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9470723271369934, "score_mean": 0.2158619910478592, "score_p50": 0.0002834229962900281, "score_p90": 0.8834565877914429, "fraction_gt1": 0.0, "n_inside": 292, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 798, "target_elements": 2000, "gap": 1202, "cutoff_score": 0.9260175824165344, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9516232013702393, "score_mean": 0.24058283865451813, "score_p50": 0.011344145983457565, "score_p90": 0.8800809383392334, "fraction_gt1": 0.0, "n_inside": 415, "n_interface": 195, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.30208333333333326, "step": 2, "n_elem": 940, "target_elements": 2000, "gap": 1060, "cutoff_score": 0.9296045303344727, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9615260362625122, "score_mean": 0.26833370327949524, "score_p50": 0.06809782981872559, "score_p90": 0.8433135747909546, "fraction_gt1": 0.0, "n_inside": 559, "n_interface": 207, "n_outside": 330, "selected_inside_frac": 0.625, "selected_interface_frac": 0.375, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.41666666666666674, "step": 3, "n_elem": 1096, "target_elements": 2000, "gap": 904, "cutoff_score": 0.910150408744812, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9211116433143616, "score_mean": 0.28551411628723145, "score_p50": 0.11136765778064728, "score_p90": 0.8217718601226807, "fraction_gt1": 0.0, "n_inside": 680, "n_interface": 296, "n_outside": 330, "selected_inside_frac": 0.9743589743589743, "selected_interface_frac": 0.02564102564102564, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.27604166666666663, "step": 4, "n_elem": 1306, "target_elements": 2000, "gap": 694, "cutoff_score": 0.8916016221046448, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9291041493415833, "score_mean": 0.3005717098712921, "score_p50": 0.12339244782924652, "score_p90": 0.8266776204109192, "fraction_gt1": 0.0, "n_inside": 859, "n_interface": 305, "n_outside": 330, "selected_inside_frac": 0.8181818181818182, "selected_interface_frac": 0.18181818181818182, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.34895833333333326, "step": 5, "n_elem": 1494, "target_elements": 2000, "gap": 506, "cutoff_score": 0.8845000267028809, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.940112292766571, "score_mean": 0.2981850802898407, "score_p50": 0.0728418156504631, "score_p90": 0.8422064781188965, "fraction_gt1": 0.0, "n_inside": 1083, "n_interface": 371, "n_outside": 330, "selected_inside_frac": 0.8301886792452831, "selected_interface_frac": 0.16981132075471697, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.40625, "step": 6, "n_elem": 1784, "target_elements": 2000, "gap": 216, "cutoff_score": 0.8879352807998657, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 10, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.4651267455715912, "max_err": 0.8147289394519187, "actual_elements": 2019, "num_steps": 7, "num_solves": 1, "score_stats": [ { "score_max": 1.7021138668060303, "score_mean": -1.5435190903190232e-07, "score_p50": -0.410194993019104, "score_p90": 1.608445405960083, "fraction_gt1": 0.23410404624277456, "n_inside": 186, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.11458333333333326, "step": 0, "n_elem": 692, "target_elements": 2000, "gap": 1308, "cutoff_score": 1.665029525756836, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 1.842795729637146, "score_mean": -7.648515776281783e-08, "score_p50": -0.22589969635009766, "score_p90": 1.7458347082138062, "fraction_gt1": 0.17167919799498746, "n_inside": 292, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 798, "target_elements": 2000, "gap": 1202, "cutoff_score": 1.81209397315979, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9956107139587402, "score_mean": -1.2986203046239098e-07, "score_p50": -0.08050832152366638, "score_p90": 1.02254056930542, "fraction_gt1": 0.11170212765957446, "n_inside": 415, "n_interface": 195, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.30208333333333326, "step": 2, "n_elem": 940, "target_elements": 2000, "gap": 1060, "cutoff_score": 1.9631414413452148, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2406322956085205, "score_mean": 0.0, "score_p50": 0.061260074377059937, "score_p90": 0.9446280002593994, "fraction_gt1": 0.09124087591240876, "n_inside": 559, "n_interface": 207, "n_outside": 330, "selected_inside_frac": 0.625, "selected_interface_frac": 0.375, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.45833333333333326, "step": 3, "n_elem": 1096, "target_elements": 2000, "gap": 904, "cutoff_score": 1.2246887683868408, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.4508475065231323, "score_mean": 4.7240831690942287e-08, "score_p50": 0.18394735455513, "score_p90": 0.6693001985549927, "fraction_gt1": 0.06346749226006192, "n_inside": 666, "n_interface": 296, "n_outside": 330, "selected_inside_frac": 0.9473684210526315, "selected_interface_frac": 0.05263157894736842, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.28645833333333337, "step": 4, "n_elem": 1292, "target_elements": 2000, "gap": 708, "cutoff_score": 1.3141289949417114, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.5830366611480713, "score_mean": -2.05644052897469e-08, "score_p50": 0.2674584686756134, "score_p90": 0.7597330808639526, "fraction_gt1": 0.03099730458221024, "n_inside": 836, "n_interface": 318, "n_outside": 330, "selected_inside_frac": 0.9090909090909091, "selected_interface_frac": 0.09090909090909091, "selected_outside_frac": 0.0, "selected_x_range": 0.390625, "selected_y_range": 0.4791666666666667, "step": 5, "n_elem": 1484, "target_elements": 2000, "gap": 516, "cutoff_score": 1.0597398281097412, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.6017018556594849, "score_mean": -6.935812990604973e-08, "score_p50": 0.2665657103061676, "score_p90": 0.8595209121704102, "fraction_gt1": 0.004545454545454545, "n_inside": 1003, "n_interface": 427, "n_outside": 330, "selected_inside_frac": 0.8461538461538461, "selected_interface_frac": 0.15384615384615385, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.3802083333333333, "step": 6, "n_elem": 1760, "target_elements": 2000, "gap": 240, "cutoff_score": 0.9568816423416138, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 10, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.303723149720663, "max_err": 0.5301073175256764, "actual_elements": 4162, "num_steps": 12, "num_solves": 1, "score_stats": [ { "score_max": 0.5309396982192993, "score_mean": 0.4285905361175537, "score_p50": 0.4117544889450073, "score_p90": 0.5309396982192993, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.32291666666666674, "step": 0, "n_elem": 692, "target_elements": 4000, "gap": 3308, "cutoff_score": 0.5309396982192993, "num_tied_at_cutoff": 186, "score_decreased": null }, { "score_max": 0.5309396982192993, "score_mean": 0.3584388494491577, "score_p50": 0.4117544889450073, "score_p90": 0.5309396982192993, "fraction_gt1": 0.0, "n_inside": 284, "n_interface": 300, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.26041666666666674, "selected_y_range": 0.26041666666666674, "step": 1, "n_elem": 914, "target_elements": 4000, "gap": 3086, "cutoff_score": 0.5309396982192993, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.5309396982192993, "score_mean": 0.3309299945831299, "score_p50": 0.37543103098869324, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 439, "n_interface": 311, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.19791666666666674, "step": 2, "n_elem": 1080, "target_elements": 4000, "gap": 2920, "cutoff_score": 0.5309396982192993, "num_tied_at_cutoff": 74, "score_decreased": true }, { "score_max": 0.5309396982192993, "score_mean": 0.3107033371925354, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 603, "n_interface": 311, "n_outside": 330, "selected_inside_frac": 0.4864864864864865, "selected_interface_frac": 0.5135135135135135, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 1244, "target_elements": 4000, "gap": 2756, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 418, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.2901240587234497, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 430, "n_outside": 330, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.625, "step": 4, "n_elem": 1429, "target_elements": 4000, "gap": 2571, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 372, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.27220192551612854, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 372, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1621, "target_elements": 4000, "gap": 2379, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 302, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.25585049390792847, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 599, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1848, "target_elements": 4000, "gap": 2152, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 218, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.24131928384304047, "score_p50": 0.20587724447250366, "score_p90": 0.2911543846130371, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 862, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 2111, "target_elements": 4000, "gap": 1889, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 120, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.22989729046821594, "score_p50": 0.20587724447250366, "score_p90": 0.2911543846130371, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 1121, "selected_inside_frac": 0.49295774647887325, "selected_interface_frac": 0.0, "selected_outside_frac": 0.5070422535211268, "selected_x_range": 0.9010416666666666, "selected_y_range": 0.8802083333333333, "step": 8, "n_elem": 2370, "target_elements": 4000, "gap": 1630, "cutoff_score": 0.37543103098869324, "num_tied_at_cutoff": 77, "score_decreased": true }, { "score_max": 0.37543103098869324, "score_mean": 0.21577519178390503, "score_p50": 0.20587724447250366, "score_p90": 0.26546984910964966, "fraction_gt1": 0.0, "n_inside": 825, "n_interface": 642, "n_outside": 1241, "selected_inside_frac": 0.32098765432098764, "selected_interface_frac": 0.41975308641975306, "selected_outside_frac": 0.25925925925925924, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.7708333333333334, "step": 9, "n_elem": 2708, "target_elements": 4000, "gap": 1292, "cutoff_score": 0.2911543846130371, "num_tied_at_cutoff": 110, "score_decreased": true }, { "score_max": 0.2911543846130371, "score_mean": 0.2016461193561554, "score_p50": 0.20587724447250366, "score_p90": 0.26546984910964966, "fraction_gt1": 0.0, "n_inside": 951, "n_interface": 802, "n_outside": 1338, "selected_inside_frac": 0.42391304347826086, "selected_interface_frac": 0.0, "selected_outside_frac": 0.5760869565217391, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 10, "n_elem": 3091, "target_elements": 4000, "gap": 909, "cutoff_score": 0.26546984910964966, "num_tied_at_cutoff": 532, "score_decreased": true }, { "score_max": 0.26546984910964966, "score_mean": 0.1807575523853302, "score_p50": 0.18771551549434662, "score_p90": 0.26546984910964966, "fraction_gt1": 0.0, "n_inside": 1132, "n_interface": 995, "n_outside": 1597, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.30208333333333326, "selected_y_range": 0.28645833333333326, "step": 11, "n_elem": 3724, "target_elements": 4000, "gap": 276, "cutoff_score": 0.26546984910964966, "num_tied_at_cutoff": 443, "score_decreased": true } ], "sample_id": 10, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.25811106452999955, "max_err": 0.3318723103111867, "actual_elements": 4113, "num_steps": 11, "num_solves": 1, "score_stats": [ { "score_max": 0.9404385089874268, "score_mean": 0.21067245304584503, "score_p50": 3.698746198210756e-08, "score_p90": 0.8752402663230896, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.11458333333333326, "step": 0, "n_elem": 692, "target_elements": 4000, "gap": 3308, "cutoff_score": 0.9146258234977722, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9470723271369934, "score_mean": 0.2158619910478592, "score_p50": 0.0002834229962900281, "score_p90": 0.8834565877914429, "fraction_gt1": 0.0, "n_inside": 292, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 798, "target_elements": 4000, "gap": 3202, "cutoff_score": 0.9260175824165344, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9516232013702393, "score_mean": 0.24058283865451813, "score_p50": 0.011344145983457565, "score_p90": 0.8800809383392334, "fraction_gt1": 0.0, "n_inside": 415, "n_interface": 195, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.30208333333333326, "step": 2, "n_elem": 940, "target_elements": 4000, "gap": 3060, "cutoff_score": 0.9296045303344727, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9615260362625122, "score_mean": 0.26833370327949524, "score_p50": 0.06809782981872559, "score_p90": 0.8433135747909546, "fraction_gt1": 0.0, "n_inside": 559, "n_interface": 207, "n_outside": 330, "selected_inside_frac": 0.625, "selected_interface_frac": 0.375, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.41666666666666674, "step": 3, "n_elem": 1096, "target_elements": 4000, "gap": 2904, "cutoff_score": 0.910150408744812, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9211116433143616, "score_mean": 0.28551411628723145, "score_p50": 0.11136765778064728, "score_p90": 0.8217718601226807, "fraction_gt1": 0.0, "n_inside": 680, "n_interface": 296, "n_outside": 330, "selected_inside_frac": 0.9743589743589743, "selected_interface_frac": 0.02564102564102564, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.27604166666666663, "step": 4, "n_elem": 1306, "target_elements": 4000, "gap": 2694, "cutoff_score": 0.8916016221046448, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9291041493415833, "score_mean": 0.3005717098712921, "score_p50": 0.12339244782924652, "score_p90": 0.8266776204109192, "fraction_gt1": 0.0, "n_inside": 859, "n_interface": 305, "n_outside": 330, "selected_inside_frac": 0.8181818181818182, "selected_interface_frac": 0.18181818181818182, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.34895833333333326, "step": 5, "n_elem": 1494, "target_elements": 4000, "gap": 2506, "cutoff_score": 0.8845000267028809, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.940112292766571, "score_mean": 0.2981850802898407, "score_p50": 0.0728418156504631, "score_p90": 0.8422064781188965, "fraction_gt1": 0.0, "n_inside": 1083, "n_interface": 371, "n_outside": 330, "selected_inside_frac": 0.8301886792452831, "selected_interface_frac": 0.16981132075471697, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.40625, "step": 6, "n_elem": 1784, "target_elements": 4000, "gap": 2216, "cutoff_score": 0.8879352807998657, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.930315375328064, "score_mean": 0.2784808874130249, "score_p50": 0.07254970073699951, "score_p90": 0.8441838026046753, "fraction_gt1": 0.0, "n_inside": 1322, "n_interface": 452, "n_outside": 330, "selected_inside_frac": 0.873015873015873, "selected_interface_frac": 0.12698412698412698, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.4791666666666667, "step": 7, "n_elem": 2104, "target_elements": 4000, "gap": 1896, "cutoff_score": 0.8895148634910583, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.929781436920166, "score_mean": 0.27178293466567993, "score_p50": 0.06810377538204193, "score_p90": 0.8265230655670166, "fraction_gt1": 0.0, "n_inside": 1653, "n_interface": 507, "n_outside": 330, "selected_inside_frac": 0.8378378378378378, "selected_interface_frac": 0.16216216216216217, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.5104166666666667, "step": 8, "n_elem": 2490, "target_elements": 4000, "gap": 1510, "cutoff_score": 0.8882371783256531, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9365755915641785, "score_mean": 0.2692863941192627, "score_p50": 0.09718379378318787, "score_p90": 0.8014166951179504, "fraction_gt1": 0.0, "n_inside": 2031, "n_interface": 580, "n_outside": 330, "selected_inside_frac": 0.7954545454545454, "selected_interface_frac": 0.20454545454545456, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.47916666666666674, "step": 9, "n_elem": 2941, "target_elements": 4000, "gap": 1059, "cutoff_score": 0.8777886033058167, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.922439455986023, "score_mean": 0.2761397361755371, "score_p50": 0.12483206391334534, "score_p90": 0.8105919361114502, "fraction_gt1": 0.0, "n_inside": 2408, "n_interface": 739, "n_outside": 330, "selected_inside_frac": 0.8653846153846154, "selected_interface_frac": 0.1346153846153846, "selected_outside_frac": 0.0, "selected_x_range": 0.44791666666666674, "selected_y_range": 0.5104166666666667, "step": 10, "n_elem": 3477, "target_elements": 4000, "gap": 523, "cutoff_score": 0.8759119510650635, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 10, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.23295092918681334, "max_err": 0.35193688028784087, "actual_elements": 4127, "num_steps": 12, "num_solves": 1, "score_stats": [ { "score_max": 1.7021138668060303, "score_mean": -1.5435190903190232e-07, "score_p50": -0.410194993019104, "score_p90": 1.608445405960083, "fraction_gt1": 0.23410404624277456, "n_inside": 186, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.11458333333333326, "step": 0, "n_elem": 692, "target_elements": 4000, "gap": 3308, "cutoff_score": 1.665029525756836, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 1.842795729637146, "score_mean": -7.648515776281783e-08, "score_p50": -0.22589969635009766, "score_p90": 1.7458347082138062, "fraction_gt1": 0.17167919799498746, "n_inside": 292, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 798, "target_elements": 4000, "gap": 3202, "cutoff_score": 1.81209397315979, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9956107139587402, "score_mean": -1.2986203046239098e-07, "score_p50": -0.08050832152366638, "score_p90": 1.02254056930542, "fraction_gt1": 0.11170212765957446, "n_inside": 415, "n_interface": 195, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.30208333333333326, "step": 2, "n_elem": 940, "target_elements": 4000, "gap": 3060, "cutoff_score": 1.9631414413452148, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2406322956085205, "score_mean": 0.0, "score_p50": 0.061260074377059937, "score_p90": 0.9446280002593994, "fraction_gt1": 0.09124087591240876, "n_inside": 559, "n_interface": 207, "n_outside": 330, "selected_inside_frac": 0.625, "selected_interface_frac": 0.375, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.45833333333333326, "step": 3, "n_elem": 1096, "target_elements": 4000, "gap": 2904, "cutoff_score": 1.2246887683868408, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.4508475065231323, "score_mean": 4.7240831690942287e-08, "score_p50": 0.18394735455513, "score_p90": 0.6693001985549927, "fraction_gt1": 0.06346749226006192, "n_inside": 666, "n_interface": 296, "n_outside": 330, "selected_inside_frac": 0.9473684210526315, "selected_interface_frac": 0.05263157894736842, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.28645833333333337, "step": 4, "n_elem": 1292, "target_elements": 4000, "gap": 2708, "cutoff_score": 1.3141289949417114, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.5830366611480713, "score_mean": -2.05644052897469e-08, "score_p50": 0.2674584686756134, "score_p90": 0.7597330808639526, "fraction_gt1": 0.03099730458221024, "n_inside": 836, "n_interface": 318, "n_outside": 330, "selected_inside_frac": 0.9090909090909091, "selected_interface_frac": 0.09090909090909091, "selected_outside_frac": 0.0, "selected_x_range": 0.390625, "selected_y_range": 0.4791666666666667, "step": 5, "n_elem": 1484, "target_elements": 4000, "gap": 2516, "cutoff_score": 1.0597398281097412, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.6017018556594849, "score_mean": -6.935812990604973e-08, "score_p50": 0.2665657103061676, "score_p90": 0.8595209121704102, "fraction_gt1": 0.004545454545454545, "n_inside": 1003, "n_interface": 427, "n_outside": 330, "selected_inside_frac": 0.8461538461538461, "selected_interface_frac": 0.15384615384615385, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.3802083333333333, "step": 6, "n_elem": 1760, "target_elements": 4000, "gap": 2240, "cutoff_score": 0.9568816423416138, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.0916093587875366, "score_mean": -1.2092155543541594e-07, "score_p50": 0.09684698283672333, "score_p90": 0.9131066799163818, "fraction_gt1": 0.05943536404160475, "n_inside": 1217, "n_interface": 472, "n_outside": 330, "selected_inside_frac": 0.9666666666666667, "selected_interface_frac": 0.03333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.36458333333333337, "selected_y_range": 0.34375, "step": 7, "n_elem": 2019, "target_elements": 4000, "gap": 1981, "cutoff_score": 1.0374577045440674, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.699549674987793, "score_mean": 5.168091021801047e-08, "score_p50": -0.12757247686386108, "score_p90": 0.8265579342842102, "fraction_gt1": 0.07197290431837426, "n_inside": 1547, "n_interface": 485, "n_outside": 330, "selected_inside_frac": 0.8714285714285714, "selected_interface_frac": 0.12857142857142856, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.4791666666666667, "step": 8, "n_elem": 2362, "target_elements": 4000, "gap": 1638, "cutoff_score": 1.167358160018921, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.827289342880249, "score_mean": 0.0, "score_p50": -0.18630237877368927, "score_p90": 0.9039276242256165, "fraction_gt1": 0.042583904727535184, "n_inside": 1875, "n_interface": 564, "n_outside": 332, "selected_inside_frac": 0.8192771084337349, "selected_interface_frac": 0.1566265060240964, "selected_outside_frac": 0.024096385542168676, "selected_x_range": 0.53125, "selected_y_range": 0.625, "step": 9, "n_elem": 2771, "target_elements": 4000, "gap": 1229, "cutoff_score": 1.1047452688217163, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.7408699989318848, "score_mean": -3.759479838549851e-08, "score_p50": -0.2508476972579956, "score_p90": 0.998776912689209, "fraction_gt1": 0.09793655682168155, "n_inside": 2170, "n_interface": 732, "n_outside": 345, "selected_inside_frac": 0.1134020618556701, "selected_interface_frac": 0.4639175257731959, "selected_outside_frac": 0.422680412371134, "selected_x_range": 0.71875, "selected_y_range": 0.78125, "step": 10, "n_elem": 3247, "target_elements": 4000, "gap": 753, "cutoff_score": 1.089919090270996, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.5303486585617065, "score_mean": -1.645596015009687e-08, "score_p50": -0.1743716448545456, "score_p90": 1.073185920715332, "fraction_gt1": 0.14100835804799136, "n_inside": 2221, "n_interface": 968, "n_outside": 520, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.8958333333333333, "step": 11, "n_elem": 3709, "target_elements": 4000, "gap": 291, "cutoff_score": 1.245466947555542, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 10, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.208324938643037, "max_err": 0.32524313831789287, "actual_elements": 8188, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.5309396982192993, "score_mean": 0.4285905361175537, "score_p50": 0.4117544889450073, "score_p90": 0.5309396982192993, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.32291666666666674, "step": 0, "n_elem": 692, "target_elements": 8000, "gap": 7308, "cutoff_score": 0.5309396982192993, "num_tied_at_cutoff": 186, "score_decreased": null }, { "score_max": 0.5309396982192993, "score_mean": 0.3584388494491577, "score_p50": 0.4117544889450073, "score_p90": 0.5309396982192993, "fraction_gt1": 0.0, "n_inside": 284, "n_interface": 300, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.26041666666666674, "selected_y_range": 0.26041666666666674, "step": 1, "n_elem": 914, "target_elements": 8000, "gap": 7086, "cutoff_score": 0.5309396982192993, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.5309396982192993, "score_mean": 0.3309299945831299, "score_p50": 0.37543103098869324, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 439, "n_interface": 311, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.19791666666666674, "step": 2, "n_elem": 1080, "target_elements": 8000, "gap": 6920, "cutoff_score": 0.5309396982192993, "num_tied_at_cutoff": 74, "score_decreased": true }, { "score_max": 0.5309396982192993, "score_mean": 0.3107033371925354, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 603, "n_interface": 311, "n_outside": 330, "selected_inside_frac": 0.4864864864864865, "selected_interface_frac": 0.5135135135135135, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 1244, "target_elements": 8000, "gap": 6756, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 418, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.2901240587234497, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 430, "n_outside": 330, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.625, "step": 4, "n_elem": 1429, "target_elements": 8000, "gap": 6571, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 372, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.27220192551612854, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 372, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1621, "target_elements": 8000, "gap": 6379, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 302, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.25585049390792847, "score_p50": 0.26546984910964966, "score_p90": 0.4117544889450073, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 599, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1848, "target_elements": 8000, "gap": 6152, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 218, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.24131928384304047, "score_p50": 0.20587724447250366, "score_p90": 0.2911543846130371, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 862, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 2111, "target_elements": 8000, "gap": 5889, "cutoff_score": 0.4117544889450073, "num_tied_at_cutoff": 120, "score_decreased": true }, { "score_max": 0.4117544889450073, "score_mean": 0.22989729046821594, "score_p50": 0.20587724447250366, "score_p90": 0.2911543846130371, "fraction_gt1": 0.0, "n_inside": 669, "n_interface": 580, "n_outside": 1121, "selected_inside_frac": 0.49295774647887325, "selected_interface_frac": 0.0, "selected_outside_frac": 0.5070422535211268, "selected_x_range": 0.9010416666666666, "selected_y_range": 0.8802083333333333, "step": 8, "n_elem": 2370, "target_elements": 8000, "gap": 5630, "cutoff_score": 0.37543103098869324, "num_tied_at_cutoff": 77, "score_decreased": true }, { "score_max": 0.37543103098869324, "score_mean": 0.21577519178390503, "score_p50": 0.20587724447250366, "score_p90": 0.26546984910964966, "fraction_gt1": 0.0, "n_inside": 825, "n_interface": 642, "n_outside": 1241, "selected_inside_frac": 0.32098765432098764, "selected_interface_frac": 0.41975308641975306, "selected_outside_frac": 0.25925925925925924, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.7708333333333334, "step": 9, "n_elem": 2708, "target_elements": 8000, "gap": 5292, "cutoff_score": 0.2911543846130371, "num_tied_at_cutoff": 110, "score_decreased": true }, { "score_max": 0.2911543846130371, "score_mean": 0.2016461193561554, "score_p50": 0.20587724447250366, "score_p90": 0.26546984910964966, "fraction_gt1": 0.0, "n_inside": 951, "n_interface": 802, "n_outside": 1338, "selected_inside_frac": 0.42391304347826086, "selected_interface_frac": 0.0, "selected_outside_frac": 0.5760869565217391, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 10, "n_elem": 3091, "target_elements": 8000, "gap": 4909, "cutoff_score": 0.26546984910964966, "num_tied_at_cutoff": 532, "score_decreased": true }, { "score_max": 0.26546984910964966, "score_mean": 0.1807575523853302, "score_p50": 0.18771551549434662, "score_p90": 0.26546984910964966, "fraction_gt1": 0.0, "n_inside": 1132, "n_interface": 995, "n_outside": 1597, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.30208333333333326, "selected_y_range": 0.28645833333333326, "step": 11, "n_elem": 3724, "target_elements": 8000, "gap": 4276, "cutoff_score": 0.26546984910964966, "num_tied_at_cutoff": 443, "score_decreased": true }, { "score_max": 0.26546984910964966, "score_mean": 0.1693834513425827, "score_p50": 0.18771551549434662, "score_p90": 0.20587724447250366, "fraction_gt1": 0.0, "n_inside": 1648, "n_interface": 999, "n_outside": 1597, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.22395833333333326, "selected_y_range": 0.22395833333333326, "step": 12, "n_elem": 4244, "target_elements": 8000, "gap": 3756, "cutoff_score": 0.26546984910964966, "num_tied_at_cutoff": 274, "score_decreased": true }, { "score_max": 0.26546984910964966, "score_mean": 0.16045993566513062, "score_p50": 0.14557719230651855, "score_p90": 0.20587724447250366, "fraction_gt1": 0.0, "n_inside": 2176, "n_interface": 999, "n_outside": 1597, "selected_inside_frac": 0.6573426573426573, "selected_interface_frac": 0.34265734265734266, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.44791666666666674, "step": 13, "n_elem": 4772, "target_elements": 8000, "gap": 3228, "cutoff_score": 0.20587724447250366, "num_tied_at_cutoff": 1370, "score_decreased": true }, { "score_max": 0.20587724447250366, "score_mean": 0.1516226828098297, "score_p50": 0.13273492455482483, "score_p90": 0.20587724447250366, "fraction_gt1": 0.0, "n_inside": 2498, "n_interface": 1257, "n_outside": 1597, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.59375, "step": 14, "n_elem": 5352, "target_elements": 8000, "gap": 2648, "cutoff_score": 0.20587724447250366, "num_tied_at_cutoff": 1284, "score_decreased": true }, { "score_max": 0.20587724447250366, "score_mean": 0.1427331268787384, "score_p50": 0.13273492455482483, "score_p90": 0.20587724447250366, "fraction_gt1": 0.0, "n_inside": 2498, "n_interface": 1899, "n_outside": 1597, "selected_inside_frac": 0.0, "selected_interface_frac": 0.20670391061452514, "selected_outside_frac": 0.7932960893854749, "selected_x_range": 0.6875, "selected_y_range": 0.6979166666666667, "step": 15, "n_elem": 5994, "target_elements": 8000, "gap": 2006, "cutoff_score": 0.20587724447250366, "num_tied_at_cutoff": 1070, "score_decreased": true }, { "score_max": 0.20587724447250366, "score_mean": 0.13491563498973846, "score_p50": 0.13273492455482483, "score_p90": 0.20587724447250366, "fraction_gt1": 0.0, "n_inside": 2498, "n_interface": 2030, "n_outside": 2175, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8125, "selected_y_range": 0.8229166666666667, "step": 16, "n_elem": 6703, "target_elements": 8000, "gap": 1297, "cutoff_score": 0.20587724447250366, "num_tied_at_cutoff": 828, "score_decreased": true }, { "score_max": 0.20587724447250366, "score_mean": 0.12776173651218414, "score_p50": 0.13273492455482483, "score_p90": 0.18771551549434662, "fraction_gt1": 0.0, "n_inside": 2498, "n_interface": 2030, "n_outside": 2988, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9479166666666667, "step": 17, "n_elem": 7516, "target_elements": 8000, "gap": 484, "cutoff_score": 0.20587724447250366, "num_tied_at_cutoff": 552, "score_decreased": true } ], "sample_id": 10, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.18499067343668904, "max_err": 0.22558616024070127, "actual_elements": 8133, "num_steps": 16, "num_solves": 1, "score_stats": [ { "score_max": 0.9404385089874268, "score_mean": 0.21067245304584503, "score_p50": 3.698746198210756e-08, "score_p90": 0.8752402663230896, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.11458333333333326, "step": 0, "n_elem": 692, "target_elements": 8000, "gap": 7308, "cutoff_score": 0.9146258234977722, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9470723271369934, "score_mean": 0.2158619910478592, "score_p50": 0.0002834229962900281, "score_p90": 0.8834565877914429, "fraction_gt1": 0.0, "n_inside": 292, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 798, "target_elements": 8000, "gap": 7202, "cutoff_score": 0.9260175824165344, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9516232013702393, "score_mean": 0.24058283865451813, "score_p50": 0.011344145983457565, "score_p90": 0.8800809383392334, "fraction_gt1": 0.0, "n_inside": 415, "n_interface": 195, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.30208333333333326, "step": 2, "n_elem": 940, "target_elements": 8000, "gap": 7060, "cutoff_score": 0.9296045303344727, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9615260362625122, "score_mean": 0.26833370327949524, "score_p50": 0.06809782981872559, "score_p90": 0.8433135747909546, "fraction_gt1": 0.0, "n_inside": 559, "n_interface": 207, "n_outside": 330, "selected_inside_frac": 0.625, "selected_interface_frac": 0.375, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.41666666666666674, "step": 3, "n_elem": 1096, "target_elements": 8000, "gap": 6904, "cutoff_score": 0.910150408744812, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9211116433143616, "score_mean": 0.28551411628723145, "score_p50": 0.11136765778064728, "score_p90": 0.8217718601226807, "fraction_gt1": 0.0, "n_inside": 680, "n_interface": 296, "n_outside": 330, "selected_inside_frac": 0.9743589743589743, "selected_interface_frac": 0.02564102564102564, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.27604166666666663, "step": 4, "n_elem": 1306, "target_elements": 8000, "gap": 6694, "cutoff_score": 0.8916016221046448, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9291041493415833, "score_mean": 0.3005717098712921, "score_p50": 0.12339244782924652, "score_p90": 0.8266776204109192, "fraction_gt1": 0.0, "n_inside": 859, "n_interface": 305, "n_outside": 330, "selected_inside_frac": 0.8181818181818182, "selected_interface_frac": 0.18181818181818182, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.34895833333333326, "step": 5, "n_elem": 1494, "target_elements": 8000, "gap": 6506, "cutoff_score": 0.8845000267028809, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.940112292766571, "score_mean": 0.2981850802898407, "score_p50": 0.0728418156504631, "score_p90": 0.8422064781188965, "fraction_gt1": 0.0, "n_inside": 1083, "n_interface": 371, "n_outside": 330, "selected_inside_frac": 0.8301886792452831, "selected_interface_frac": 0.16981132075471697, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.40625, "step": 6, "n_elem": 1784, "target_elements": 8000, "gap": 6216, "cutoff_score": 0.8879352807998657, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.930315375328064, "score_mean": 0.2784808874130249, "score_p50": 0.07254970073699951, "score_p90": 0.8441838026046753, "fraction_gt1": 0.0, "n_inside": 1322, "n_interface": 452, "n_outside": 330, "selected_inside_frac": 0.873015873015873, "selected_interface_frac": 0.12698412698412698, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.4791666666666667, "step": 7, "n_elem": 2104, "target_elements": 8000, "gap": 5896, "cutoff_score": 0.8895148634910583, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.929781436920166, "score_mean": 0.27178293466567993, "score_p50": 0.06810377538204193, "score_p90": 0.8265230655670166, "fraction_gt1": 0.0, "n_inside": 1653, "n_interface": 507, "n_outside": 330, "selected_inside_frac": 0.8378378378378378, "selected_interface_frac": 0.16216216216216217, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.5104166666666667, "step": 8, "n_elem": 2490, "target_elements": 8000, "gap": 5510, "cutoff_score": 0.8882371783256531, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9365755915641785, "score_mean": 0.2692863941192627, "score_p50": 0.09718379378318787, "score_p90": 0.8014166951179504, "fraction_gt1": 0.0, "n_inside": 2031, "n_interface": 580, "n_outside": 330, "selected_inside_frac": 0.7954545454545454, "selected_interface_frac": 0.20454545454545456, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.47916666666666674, "step": 9, "n_elem": 2941, "target_elements": 8000, "gap": 5059, "cutoff_score": 0.8777886033058167, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.922439455986023, "score_mean": 0.2761397361755371, "score_p50": 0.12483206391334534, "score_p90": 0.8105919361114502, "fraction_gt1": 0.0, "n_inside": 2408, "n_interface": 739, "n_outside": 330, "selected_inside_frac": 0.8653846153846154, "selected_interface_frac": 0.1346153846153846, "selected_outside_frac": 0.0, "selected_x_range": 0.44791666666666674, "selected_y_range": 0.5104166666666667, "step": 10, "n_elem": 3477, "target_elements": 8000, "gap": 4523, "cutoff_score": 0.8759119510650635, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.920905590057373, "score_mean": 0.295057088136673, "score_p50": 0.15469121932983398, "score_p90": 0.8065792322158813, "fraction_gt1": 0.0, "n_inside": 2935, "n_interface": 848, "n_outside": 330, "selected_inside_frac": 0.7967479674796748, "selected_interface_frac": 0.2032520325203252, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.5729166666666667, "step": 11, "n_elem": 4113, "target_elements": 8000, "gap": 3887, "cutoff_score": 0.8759223818778992, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9236679077148438, "score_mean": 0.2994203567504883, "score_p50": 0.13112568855285645, "score_p90": 0.8146976232528687, "fraction_gt1": 0.0, "n_inside": 3497, "n_interface": 1008, "n_outside": 332, "selected_inside_frac": 0.8137931034482758, "selected_interface_frac": 0.16551724137931034, "selected_outside_frac": 0.020689655172413793, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.65625, "step": 12, "n_elem": 4837, "target_elements": 8000, "gap": 3163, "cutoff_score": 0.8719934821128845, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9258890151977539, "score_mean": 0.2995346188545227, "score_p50": 0.12073270976543427, "score_p90": 0.8385696411132812, "fraction_gt1": 0.0, "n_inside": 4149, "n_interface": 1169, "n_outside": 350, "selected_inside_frac": 0.6705882352941176, "selected_interface_frac": 0.24705882352941178, "selected_outside_frac": 0.08235294117647059, "selected_x_range": 0.65625, "selected_y_range": 0.84375, "step": 13, "n_elem": 5668, "target_elements": 8000, "gap": 2332, "cutoff_score": 0.8755069971084595, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9283923506736755, "score_mean": 0.2739160656929016, "score_p50": 0.07827363163232803, "score_p90": 0.8331884741783142, "fraction_gt1": 0.0, "n_inside": 4809, "n_interface": 1451, "n_outside": 427, "selected_inside_frac": 0.65, "selected_interface_frac": 0.245, "selected_outside_frac": 0.105, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.7708333333333333, "step": 14, "n_elem": 6687, "target_elements": 8000, "gap": 1313, "cutoff_score": 0.8771907687187195, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9386938810348511, "score_mean": 0.2516302466392517, "score_p50": 0.0570235513150692, "score_p90": 0.8086481690406799, "fraction_gt1": 0.0, "n_inside": 5572, "n_interface": 1725, "n_outside": 566, "selected_inside_frac": 0.6222222222222222, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.044444444444444446, "selected_x_range": 0.6302083333333333, "selected_y_range": 0.42708333333333337, "step": 15, "n_elem": 7863, "target_elements": 8000, "gap": 137, "cutoff_score": 0.8999395966529846, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 10, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.17653646337492324, "max_err": 0.23811941478951726, "actual_elements": 8127, "num_steps": 17, "num_solves": 1, "score_stats": [ { "score_max": 1.7021138668060303, "score_mean": -1.5435190903190232e-07, "score_p50": -0.410194993019104, "score_p90": 1.608445405960083, "fraction_gt1": 0.23410404624277456, "n_inside": 186, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.11458333333333326, "step": 0, "n_elem": 692, "target_elements": 8000, "gap": 7308, "cutoff_score": 1.665029525756836, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 1.842795729637146, "score_mean": -7.648515776281783e-08, "score_p50": -0.22589969635009766, "score_p90": 1.7458347082138062, "fraction_gt1": 0.17167919799498746, "n_inside": 292, "n_interface": 176, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 798, "target_elements": 8000, "gap": 7202, "cutoff_score": 1.81209397315979, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9956107139587402, "score_mean": -1.2986203046239098e-07, "score_p50": -0.08050832152366638, "score_p90": 1.02254056930542, "fraction_gt1": 0.11170212765957446, "n_inside": 415, "n_interface": 195, "n_outside": 330, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.30208333333333326, "step": 2, "n_elem": 940, "target_elements": 8000, "gap": 7060, "cutoff_score": 1.9631414413452148, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2406322956085205, "score_mean": 0.0, "score_p50": 0.061260074377059937, "score_p90": 0.9446280002593994, "fraction_gt1": 0.09124087591240876, "n_inside": 559, "n_interface": 207, "n_outside": 330, "selected_inside_frac": 0.625, "selected_interface_frac": 0.375, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.45833333333333326, "step": 3, "n_elem": 1096, "target_elements": 8000, "gap": 6904, "cutoff_score": 1.2246887683868408, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.4508475065231323, "score_mean": 4.7240831690942287e-08, "score_p50": 0.18394735455513, "score_p90": 0.6693001985549927, "fraction_gt1": 0.06346749226006192, "n_inside": 666, "n_interface": 296, "n_outside": 330, "selected_inside_frac": 0.9473684210526315, "selected_interface_frac": 0.05263157894736842, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.28645833333333337, "step": 4, "n_elem": 1292, "target_elements": 8000, "gap": 6708, "cutoff_score": 1.3141289949417114, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.5830366611480713, "score_mean": -2.05644052897469e-08, "score_p50": 0.2674584686756134, "score_p90": 0.7597330808639526, "fraction_gt1": 0.03099730458221024, "n_inside": 836, "n_interface": 318, "n_outside": 330, "selected_inside_frac": 0.9090909090909091, "selected_interface_frac": 0.09090909090909091, "selected_outside_frac": 0.0, "selected_x_range": 0.390625, "selected_y_range": 0.4791666666666667, "step": 5, "n_elem": 1484, "target_elements": 8000, "gap": 6516, "cutoff_score": 1.0597398281097412, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.6017018556594849, "score_mean": -6.935812990604973e-08, "score_p50": 0.2665657103061676, "score_p90": 0.8595209121704102, "fraction_gt1": 0.004545454545454545, "n_inside": 1003, "n_interface": 427, "n_outside": 330, "selected_inside_frac": 0.8461538461538461, "selected_interface_frac": 0.15384615384615385, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.3802083333333333, "step": 6, "n_elem": 1760, "target_elements": 8000, "gap": 6240, "cutoff_score": 0.9568816423416138, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.0916093587875366, "score_mean": -1.2092155543541594e-07, "score_p50": 0.09684698283672333, "score_p90": 0.9131066799163818, "fraction_gt1": 0.05943536404160475, "n_inside": 1217, "n_interface": 472, "n_outside": 330, "selected_inside_frac": 0.9666666666666667, "selected_interface_frac": 0.03333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.36458333333333337, "selected_y_range": 0.34375, "step": 7, "n_elem": 2019, "target_elements": 8000, "gap": 5981, "cutoff_score": 1.0374577045440674, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.699549674987793, "score_mean": 5.168091021801047e-08, "score_p50": -0.12757247686386108, "score_p90": 0.8265579342842102, "fraction_gt1": 0.07197290431837426, "n_inside": 1547, "n_interface": 485, "n_outside": 330, "selected_inside_frac": 0.8714285714285714, "selected_interface_frac": 0.12857142857142856, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.4791666666666667, "step": 8, "n_elem": 2362, "target_elements": 8000, "gap": 5638, "cutoff_score": 1.167358160018921, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.827289342880249, "score_mean": 0.0, "score_p50": -0.18630237877368927, "score_p90": 0.9039276242256165, "fraction_gt1": 0.042583904727535184, "n_inside": 1875, "n_interface": 564, "n_outside": 332, "selected_inside_frac": 0.8192771084337349, "selected_interface_frac": 0.1566265060240964, "selected_outside_frac": 0.024096385542168676, "selected_x_range": 0.53125, "selected_y_range": 0.625, "step": 9, "n_elem": 2771, "target_elements": 8000, "gap": 5229, "cutoff_score": 1.1047452688217163, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.7408699989318848, "score_mean": -3.759479838549851e-08, "score_p50": -0.2508476972579956, "score_p90": 0.998776912689209, "fraction_gt1": 0.09793655682168155, "n_inside": 2170, "n_interface": 732, "n_outside": 345, "selected_inside_frac": 0.1134020618556701, "selected_interface_frac": 0.4639175257731959, "selected_outside_frac": 0.422680412371134, "selected_x_range": 0.71875, "selected_y_range": 0.78125, "step": 10, "n_elem": 3247, "target_elements": 8000, "gap": 4753, "cutoff_score": 1.089919090270996, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.5303486585617065, "score_mean": -1.645596015009687e-08, "score_p50": -0.1743716448545456, "score_p90": 1.073185920715332, "fraction_gt1": 0.14100835804799136, "n_inside": 2221, "n_interface": 968, "n_outside": 520, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8958333333333333, "step": 11, "n_elem": 3709, "target_elements": 8000, "gap": 4291, "cutoff_score": 1.2362279891967773, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9046237468719482, "score_mean": 4.391018393334889e-08, "score_p50": -0.07282885909080505, "score_p90": 0.9955637454986572, "fraction_gt1": 0.09664268585131894, "n_inside": 2221, "n_interface": 969, "n_outside": 980, "selected_inside_frac": 0.344, "selected_interface_frac": 0.128, "selected_outside_frac": 0.528, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.96875, "step": 12, "n_elem": 4170, "target_elements": 8000, "gap": 3830, "cutoff_score": 1.0876928567886353, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.30714750289917, "score_mean": 9.667659384149374e-08, "score_p50": 0.07081857323646545, "score_p90": 0.9878171682357788, "fraction_gt1": 0.09714889123548047, "n_inside": 2463, "n_interface": 1062, "n_outside": 1210, "selected_inside_frac": 0.9366197183098591, "selected_interface_frac": 0.06338028169014084, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.47916666666666663, "step": 13, "n_elem": 4735, "target_elements": 8000, "gap": 3265, "cutoff_score": 1.1527230739593506, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.3855763673782349, "score_mean": 1.1370185859505e-07, "score_p50": 0.18463584780693054, "score_p90": 0.9301006197929382, "fraction_gt1": 0.09631147540983606, "n_inside": 3043, "n_interface": 1115, "n_outside": 1210, "selected_inside_frac": 0.9316770186335404, "selected_interface_frac": 0.06832298136645963, "selected_outside_frac": 0.0, "selected_x_range": 0.33072916666666674, "selected_y_range": 0.421875, "step": 14, "n_elem": 5368, "target_elements": 8000, "gap": 2632, "cutoff_score": 1.2885468006134033, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.7649409770965576, "score_mean": -1.9845604981583165e-07, "score_p50": 0.09480100870132446, "score_p90": 0.9041427373886108, "fraction_gt1": 0.061941147780848645, "n_inside": 3725, "n_interface": 1216, "n_outside": 1210, "selected_inside_frac": 0.8641304347826086, "selected_interface_frac": 0.11413043478260869, "selected_outside_frac": 0.021739130434782608, "selected_x_range": 0.5625, "selected_y_range": 0.7291666666666667, "step": 15, "n_elem": 6151, "target_elements": 8000, "gap": 1849, "cutoff_score": 1.2914690971374512, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.7500245571136475, "score_mean": -1.5467166747384908e-07, "score_p50": -0.0349276177585125, "score_p90": 0.9673603773117065, "fraction_gt1": 0.08390820779952132, "n_inside": 4386, "n_interface": 1481, "n_outside": 1236, "selected_inside_frac": 0.3380281690140845, "selected_interface_frac": 0.20657276995305165, "selected_outside_frac": 0.45539906103286387, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 7103, "target_elements": 8000, "gap": 897, "cutoff_score": 1.106756567955017, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 10, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.10500549888054822, "max_err": 0.10865235225152377, "actual_elements": 2109, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.41072121262550354, "score_mean": 0.22286908328533173, "score_p50": 0.21562933921813965, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 324, "n_outside": 169, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.41072121262550354, "num_tied_at_cutoff": 19, "score_decreased": null }, { "score_max": 0.29042375087738037, "score_mean": 0.20789112150669098, "score_p50": 0.21562933921813965, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 73, "n_interface": 354, "n_outside": 169, "selected_inside_frac": 0.11764705882352941, "selected_interface_frac": 0.8823529411764706, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.31250000000000006, "step": 1, "n_elem": 596, "target_elements": 2000, "gap": 1404, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 474, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.18886502087116241, "score_p50": 0.21562933921813965, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 444, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.4375, "step": 2, "n_elem": 696, "target_elements": 2000, "gap": 1304, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 438, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.17232419550418854, "score_p50": 0.20536060631275177, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 560, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 3, "n_elem": 812, "target_elements": 2000, "gap": 1188, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 394, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.15785343945026398, "score_p50": 0.15247297286987305, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 699, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.6875, "step": 4, "n_elem": 951, "target_elements": 2000, "gap": 1049, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 340, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.14495983719825745, "score_p50": 0.10781466960906982, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 870, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.8125, "step": 5, "n_elem": 1122, "target_elements": 2000, "gap": 878, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 274, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.13539569079875946, "score_p50": 0.10781466960906982, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1041, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8958333333333333, "step": 6, "n_elem": 1293, "target_elements": 2000, "gap": 707, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 212, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.127513587474823, "score_p50": 0.10781466960906982, "score_p90": 0.20536060631275177, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1187, "n_outside": 209, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 1479, "target_elements": 2000, "gap": 521, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.12073235958814621, "score_p50": 0.10781466960906982, "score_p90": 0.15247297286987305, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1193, "n_outside": 409, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.33333333333333337, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1685, "target_elements": 2000, "gap": 315, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 74, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.11565104126930237, "score_p50": 0.10781466960906982, "score_p90": 0.15247297286987305, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1193, "n_outside": 603, "selected_inside_frac": 0.7, "selected_interface_frac": 0.0, "selected_outside_frac": 0.3, "selected_x_range": 0.78125, "selected_y_range": 0.65625, "step": 9, "n_elem": 1879, "target_elements": 2000, "gap": 121, "cutoff_score": 0.20536060631275177, "num_tied_at_cutoff": 67, "score_decreased": true } ], "sample_id": 12, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.1049077174085552, "max_err": 0.10774622990579776, "actual_elements": 2104, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9955825209617615, "score_mean": 0.09441429376602173, "score_p50": 8.827402098177117e-08, "score_p90": 0.33931487798690796, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 324, "n_outside": 169, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9874179363250732, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9886847138404846, "score_mean": 0.0916495993733406, "score_p50": 3.4580866667965893e-06, "score_p90": 0.38996458053588867, "fraction_gt1": 0.0, "n_inside": 68, "n_interface": 349, "n_outside": 169, "selected_inside_frac": 0.058823529411764705, "selected_interface_frac": 0.9411764705882353, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.3333333333333333, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 0.9031882882118225, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9908521771430969, "score_mean": 0.12131942063570023, "score_p50": 1.3892124115955085e-05, "score_p90": 0.6798334121704102, "fraction_gt1": 0.0, "n_inside": 74, "n_interface": 431, "n_outside": 169, "selected_inside_frac": 0.85, "selected_interface_frac": 0.15, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.2604166666666667, "step": 2, "n_elem": 674, "target_elements": 2000, "gap": 1326, "cutoff_score": 0.970234751701355, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9919467568397522, "score_mean": 0.1489458531141281, "score_p50": 6.030924487276934e-05, "score_p90": 0.7660239934921265, "fraction_gt1": 0.0, "n_inside": 150, "n_interface": 455, "n_outside": 169, "selected_inside_frac": 0.043478260869565216, "selected_interface_frac": 0.9565217391304348, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.5416666666666667, "step": 3, "n_elem": 774, "target_elements": 2000, "gap": 1226, "cutoff_score": 0.9594491720199585, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9891449809074402, "score_mean": 0.12810610234737396, "score_p50": 0.0002161820011679083, "score_p90": 0.6997902393341064, "fraction_gt1": 0.0, "n_inside": 160, "n_interface": 594, "n_outside": 169, "selected_inside_frac": 0.2222222222222222, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.75, "step": 4, "n_elem": 923, "target_elements": 2000, "gap": 1077, "cutoff_score": 0.9570680856704712, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9914374947547913, "score_mean": 0.11842774599790573, "score_p50": 0.0005320497439242899, "score_p90": 0.612553060054779, "fraction_gt1": 0.0, "n_inside": 196, "n_interface": 734, "n_outside": 171, "selected_inside_frac": 0.12121212121212122, "selected_interface_frac": 0.7878787878787878, "selected_outside_frac": 0.09090909090909091, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.875, "step": 5, "n_elem": 1101, "target_elements": 2000, "gap": 899, "cutoff_score": 0.9425533413887024, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9831812977790833, "score_mean": 0.11278923600912094, "score_p50": 0.0010252832435071468, "score_p90": 0.5100634694099426, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 885, "n_outside": 197, "selected_inside_frac": 0.1794871794871795, "selected_interface_frac": 0.7435897435897436, "selected_outside_frac": 0.07692307692307693, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.5625, "step": 6, "n_elem": 1303, "target_elements": 2000, "gap": 697, "cutoff_score": 0.884083092212677, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9857203364372253, "score_mean": 0.14237743616104126, "score_p50": 0.0013702393043786287, "score_p90": 0.6928130984306335, "fraction_gt1": 0.0, "n_inside": 247, "n_interface": 1046, "n_outside": 222, "selected_inside_frac": 0.28888888888888886, "selected_interface_frac": 0.6444444444444445, "selected_outside_frac": 0.06666666666666667, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9375, "step": 7, "n_elem": 1515, "target_elements": 2000, "gap": 485, "cutoff_score": 0.9032872915267944, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9850894212722778, "score_mean": 0.16435499489307404, "score_p50": 0.0007882347563281655, "score_p90": 0.7682014107704163, "fraction_gt1": 0.0, "n_inside": 328, "n_interface": 1210, "n_outside": 248, "selected_inside_frac": 0.3018867924528302, "selected_interface_frac": 0.6415094339622641, "selected_outside_frac": 0.05660377358490566, "selected_x_range": 0.8020833333333333, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1786, "target_elements": 2000, "gap": 214, "cutoff_score": 0.9391939640045166, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 12, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.10573227253056569, "max_err": 0.1097650552318995, "actual_elements": 2005, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 4.188912391662598, "score_mean": -5.960464477539063e-08, "score_p50": -0.27018609642982483, "score_p90": 0.3480664789676666, "fraction_gt1": 0.0859375, "n_inside": 19, "n_interface": 324, "n_outside": 169, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 4.174036026000977, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 6.144552230834961, "score_mean": 1.1229271024149057e-07, "score_p50": -0.06686985492706299, "score_p90": 0.5601119995117188, "fraction_gt1": 0.08020477815699659, "n_inside": 68, "n_interface": 349, "n_outside": 169, "selected_inside_frac": 0.23529411764705882, "selected_interface_frac": 0.7647058823529411, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.31250000000000006, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 1.9197684526443481, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.7603771686553955, "score_mean": -1.4715449481172982e-07, "score_p50": 0.06360875070095062, "score_p90": 1.0668948888778687, "fraction_gt1": 0.10385756676557864, "n_inside": 82, "n_interface": 423, "n_outside": 169, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.45833333333333326, "step": 2, "n_elem": 674, "target_elements": 2000, "gap": 1326, "cutoff_score": 1.6424791812896729, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8992414474487305, "score_mean": 0.0, "score_p50": 0.18913249671459198, "score_p90": 1.2075227499008179, "fraction_gt1": 0.11392405063291139, "n_inside": 128, "n_interface": 493, "n_outside": 169, "selected_inside_frac": 0.30434782608695654, "selected_interface_frac": 0.6956521739130435, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 3, "n_elem": 790, "target_elements": 2000, "gap": 1210, "cutoff_score": 1.7768186330795288, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.115414619445801, "score_mean": -3.243100721306291e-08, "score_p50": -0.2870488166809082, "score_p90": 1.0291199684143066, "fraction_gt1": 0.10626992561105207, "n_inside": 167, "n_interface": 605, "n_outside": 169, "selected_inside_frac": 0.25, "selected_interface_frac": 0.7142857142857143, "selected_outside_frac": 0.03571428571428571, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.7916666666666667, "step": 4, "n_elem": 941, "target_elements": 2000, "gap": 1059, "cutoff_score": 1.9231879711151123, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3699684143066406, "score_mean": 0.0, "score_p50": -0.14307592809200287, "score_p90": 1.0912668704986572, "fraction_gt1": 0.10685663401602849, "n_inside": 208, "n_interface": 739, "n_outside": 176, "selected_inside_frac": 0.12121212121212122, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.21212121212121213, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.9375, "step": 5, "n_elem": 1123, "target_elements": 2000, "gap": 877, "cutoff_score": 1.8589766025543213, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2914140224456787, "score_mean": 3.483741650711636e-08, "score_p50": -0.23827990889549255, "score_p90": 1.0078151226043701, "fraction_gt1": 0.1035007610350076, "n_inside": 221, "n_interface": 874, "n_outside": 219, "selected_inside_frac": 0.1282051282051282, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.20512820512820512, "selected_x_range": 0.90625, "selected_y_range": 0.59375, "step": 6, "n_elem": 1314, "target_elements": 2000, "gap": 686, "cutoff_score": 1.6651946306228638, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.56657075881958, "score_mean": 0.0, "score_p50": -0.4313696324825287, "score_p90": 1.1012698411941528, "fraction_gt1": 0.13120104438642297, "n_inside": 254, "n_interface": 1019, "n_outside": 259, "selected_inside_frac": 0.06666666666666667, "selected_interface_frac": 0.8, "selected_outside_frac": 0.13333333333333333, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.7604166666666667, "step": 7, "n_elem": 1532, "target_elements": 2000, "gap": 468, "cutoff_score": 1.6144157648086548, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.559791326522827, "score_mean": -5.2018599205894134e-08, "score_p50": -0.3671249747276306, "score_p90": 1.244198203086853, "fraction_gt1": 0.15170454545454545, "n_inside": 275, "n_interface": 1184, "n_outside": 301, "selected_inside_frac": 0.0, "selected_interface_frac": 0.40384615384615385, "selected_outside_frac": 0.5961538461538461, "selected_x_range": 0.96875, "selected_y_range": 0.84375, "step": 8, "n_elem": 1760, "target_elements": 2000, "gap": 240, "cutoff_score": 1.7802891731262207, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 12, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.10471443811810563, "max_err": 0.1109722596992743, "actual_elements": 4077, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.41072121262550354, "score_mean": 0.22286908328533173, "score_p50": 0.21562933921813965, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 324, "n_outside": 169, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.41072121262550354, "num_tied_at_cutoff": 19, "score_decreased": null }, { "score_max": 0.29042375087738037, "score_mean": 0.20789112150669098, "score_p50": 0.21562933921813965, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 73, "n_interface": 354, "n_outside": 169, "selected_inside_frac": 0.11764705882352941, "selected_interface_frac": 0.8823529411764706, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.31250000000000006, "step": 1, "n_elem": 596, "target_elements": 4000, "gap": 3404, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 474, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.18886502087116241, "score_p50": 0.21562933921813965, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 444, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.4375, "step": 2, "n_elem": 696, "target_elements": 4000, "gap": 3304, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 438, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.17232419550418854, "score_p50": 0.20536060631275177, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 560, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 3, "n_elem": 812, "target_elements": 4000, "gap": 3188, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 394, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.15785343945026398, "score_p50": 0.15247297286987305, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 699, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.6875, "step": 4, "n_elem": 951, "target_elements": 4000, "gap": 3049, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 340, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.14495983719825745, "score_p50": 0.10781466960906982, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 870, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.8125, "step": 5, "n_elem": 1122, "target_elements": 4000, "gap": 2878, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 274, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.13539569079875946, "score_p50": 0.10781466960906982, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1041, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8958333333333333, "step": 6, "n_elem": 1293, "target_elements": 4000, "gap": 2707, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 212, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.127513587474823, "score_p50": 0.10781466960906982, "score_p90": 0.20536060631275177, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1187, "n_outside": 209, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 1479, "target_elements": 4000, "gap": 2521, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.12073235958814621, "score_p50": 0.10781466960906982, "score_p90": 0.15247297286987305, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1193, "n_outside": 409, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.33333333333333337, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1685, "target_elements": 4000, "gap": 2315, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 74, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.11565104126930237, "score_p50": 0.10781466960906982, "score_p90": 0.15247297286987305, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1193, "n_outside": 603, "selected_inside_frac": 0.7857142857142857, "selected_interface_frac": 0.0, "selected_outside_frac": 0.21428571428571427, "selected_x_range": 0.78125, "selected_y_range": 0.65625, "step": 9, "n_elem": 1879, "target_elements": 4000, "gap": 2121, "cutoff_score": 0.20536060631275177, "num_tied_at_cutoff": 67, "score_decreased": true }, { "score_max": 0.20536060631275177, "score_mean": 0.10895613580942154, "score_p50": 0.10781466960906982, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 230, "n_interface": 1268, "n_outside": 645, "selected_inside_frac": 0.09375, "selected_interface_frac": 0.90625, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333334, "selected_y_range": 0.6875, "step": 10, "n_elem": 2143, "target_elements": 4000, "gap": 1857, "cutoff_score": 0.15247297286987305, "num_tied_at_cutoff": 127, "score_decreased": true }, { "score_max": 0.15247297286987305, "score_mean": 0.10190916061401367, "score_p50": 0.10781466960906982, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 258, "n_interface": 1534, "n_outside": 645, "selected_inside_frac": 0.1095890410958904, "selected_interface_frac": 0.3972602739726027, "selected_outside_frac": 0.4931506849315068, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2437, "target_elements": 4000, "gap": 1563, "cutoff_score": 0.14521187543869019, "num_tied_at_cutoff": 31, "score_decreased": true }, { "score_max": 0.14521187543869019, "score_mean": 0.09511899948120117, "score_p50": 0.10781466960906982, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 298, "n_interface": 1697, "n_outside": 793, "selected_inside_frac": 0.1927710843373494, "selected_interface_frac": 0.8072289156626506, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.3229166666666667, "step": 12, "n_elem": 2788, "target_elements": 4000, "gap": 1212, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 1500, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.08830714970827103, "score_p50": 0.10268030315637589, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 2013, "n_outside": 793, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4479166666666667, "selected_y_range": 0.44791666666666674, "step": 13, "n_elem": 3166, "target_elements": 4000, "gap": 834, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 1386, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.08195101469755173, "score_p50": 0.07623648643493652, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 2453, "n_outside": 793, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.59375, "selected_y_range": 0.59375, "step": 14, "n_elem": 3606, "target_elements": 4000, "gap": 394, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 1230, "score_decreased": true } ], "sample_id": 12, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.10484988702966977, "max_err": 0.11037051722236821, "actual_elements": 4114, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9955825209617615, "score_mean": 0.09441429376602173, "score_p50": 8.827402098177117e-08, "score_p90": 0.33931487798690796, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 324, "n_outside": 169, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9874179363250732, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9886847138404846, "score_mean": 0.0916495993733406, "score_p50": 3.4580866667965893e-06, "score_p90": 0.38996458053588867, "fraction_gt1": 0.0, "n_inside": 68, "n_interface": 349, "n_outside": 169, "selected_inside_frac": 0.058823529411764705, "selected_interface_frac": 0.9411764705882353, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.3333333333333333, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 0.9031882882118225, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9908521771430969, "score_mean": 0.12131942063570023, "score_p50": 1.3892124115955085e-05, "score_p90": 0.6798334121704102, "fraction_gt1": 0.0, "n_inside": 74, "n_interface": 431, "n_outside": 169, "selected_inside_frac": 0.85, "selected_interface_frac": 0.15, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.2604166666666667, "step": 2, "n_elem": 674, "target_elements": 4000, "gap": 3326, "cutoff_score": 0.970234751701355, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9919467568397522, "score_mean": 0.1489458531141281, "score_p50": 6.030924487276934e-05, "score_p90": 0.7660239934921265, "fraction_gt1": 0.0, "n_inside": 150, "n_interface": 455, "n_outside": 169, "selected_inside_frac": 0.043478260869565216, "selected_interface_frac": 0.9565217391304348, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.5416666666666667, "step": 3, "n_elem": 774, "target_elements": 4000, "gap": 3226, "cutoff_score": 0.9594491720199585, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9891449809074402, "score_mean": 0.12810610234737396, "score_p50": 0.0002161820011679083, "score_p90": 0.6997902393341064, "fraction_gt1": 0.0, "n_inside": 160, "n_interface": 594, "n_outside": 169, "selected_inside_frac": 0.2222222222222222, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.75, "step": 4, "n_elem": 923, "target_elements": 4000, "gap": 3077, "cutoff_score": 0.9570680856704712, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9914374947547913, "score_mean": 0.11842774599790573, "score_p50": 0.0005320497439242899, "score_p90": 0.612553060054779, "fraction_gt1": 0.0, "n_inside": 196, "n_interface": 734, "n_outside": 171, "selected_inside_frac": 0.12121212121212122, "selected_interface_frac": 0.7878787878787878, "selected_outside_frac": 0.09090909090909091, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.875, "step": 5, "n_elem": 1101, "target_elements": 4000, "gap": 2899, "cutoff_score": 0.9425533413887024, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9831812977790833, "score_mean": 0.11278923600912094, "score_p50": 0.0010252832435071468, "score_p90": 0.5100634694099426, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 885, "n_outside": 197, "selected_inside_frac": 0.1794871794871795, "selected_interface_frac": 0.7435897435897436, "selected_outside_frac": 0.07692307692307693, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.5625, "step": 6, "n_elem": 1303, "target_elements": 4000, "gap": 2697, "cutoff_score": 0.884083092212677, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9857203364372253, "score_mean": 0.14237743616104126, "score_p50": 0.0013702393043786287, "score_p90": 0.6928130984306335, "fraction_gt1": 0.0, "n_inside": 247, "n_interface": 1046, "n_outside": 222, "selected_inside_frac": 0.28888888888888886, "selected_interface_frac": 0.6444444444444445, "selected_outside_frac": 0.06666666666666667, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9375, "step": 7, "n_elem": 1515, "target_elements": 4000, "gap": 2485, "cutoff_score": 0.9032872915267944, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9850894212722778, "score_mean": 0.16435499489307404, "score_p50": 0.0007882347563281655, "score_p90": 0.7682014107704163, "fraction_gt1": 0.0, "n_inside": 328, "n_interface": 1210, "n_outside": 248, "selected_inside_frac": 0.3018867924528302, "selected_interface_frac": 0.6415094339622641, "selected_outside_frac": 0.05660377358490566, "selected_x_range": 0.8020833333333333, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1786, "target_elements": 4000, "gap": 2214, "cutoff_score": 0.9391939640045166, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9905917048454285, "score_mean": 0.1644863486289978, "score_p50": 0.0008575943647883832, "score_p90": 0.8191220164299011, "fraction_gt1": 0.0, "n_inside": 424, "n_interface": 1410, "n_outside": 270, "selected_inside_frac": 0.031746031746031744, "selected_interface_frac": 0.8412698412698413, "selected_outside_frac": 0.12698412698412698, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.8229166666666667, "step": 9, "n_elem": 2104, "target_elements": 4000, "gap": 1896, "cutoff_score": 0.944058895111084, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.988461971282959, "score_mean": 0.14721353352069855, "score_p50": 0.0005640789750032127, "score_p90": 0.7692374587059021, "fraction_gt1": 0.0, "n_inside": 447, "n_interface": 1692, "n_outside": 324, "selected_inside_frac": 0.0273972602739726, "selected_interface_frac": 0.3835616438356164, "selected_outside_frac": 0.589041095890411, "selected_x_range": 0.90625, "selected_y_range": 0.9270833333333333, "step": 10, "n_elem": 2463, "target_elements": 4000, "gap": 1537, "cutoff_score": 0.9534937143325806, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9859138131141663, "score_mean": 0.13382942974567413, "score_p50": 0.0005081812851130962, "score_p90": 0.6265798807144165, "fraction_gt1": 0.0, "n_inside": 463, "n_interface": 1887, "n_outside": 496, "selected_inside_frac": 0.25882352941176473, "selected_interface_frac": 0.5529411764705883, "selected_outside_frac": 0.18823529411764706, "selected_x_range": 0.9375, "selected_y_range": 0.8541666666666667, "step": 11, "n_elem": 2846, "target_elements": 4000, "gap": 1154, "cutoff_score": 0.918552577495575, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9799436926841736, "score_mean": 0.12444503605365753, "score_p50": 0.0006425027968361974, "score_p90": 0.6110063791275024, "fraction_gt1": 0.0, "n_inside": 589, "n_interface": 2174, "n_outside": 553, "selected_inside_frac": 0.12121212121212122, "selected_interface_frac": 0.7070707070707071, "selected_outside_frac": 0.1717171717171717, "selected_x_range": 0.96875, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 3316, "target_elements": 4000, "gap": 684, "cutoff_score": 0.890565812587738, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.982638955116272, "score_mean": 0.1264800727367401, "score_p50": 0.0010213528294116259, "score_p90": 0.614962100982666, "fraction_gt1": 0.0, "n_inside": 676, "n_interface": 2581, "n_outside": 643, "selected_inside_frac": 0.0, "selected_interface_frac": 0.9090909090909091, "selected_outside_frac": 0.09090909090909091, "selected_x_range": 0.75, "selected_y_range": 0.8229166666666667, "step": 13, "n_elem": 3900, "target_elements": 4000, "gap": 100, "cutoff_score": 0.9414085149765015, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 12, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.10457222659661024, "max_err": 0.11087767744552696, "actual_elements": 4030, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 4.188912391662598, "score_mean": -5.960464477539063e-08, "score_p50": -0.27018609642982483, "score_p90": 0.3480664789676666, "fraction_gt1": 0.0859375, "n_inside": 19, "n_interface": 324, "n_outside": 169, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 4.174036026000977, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 6.144552230834961, "score_mean": 1.1229271024149057e-07, "score_p50": -0.06686985492706299, "score_p90": 0.5601119995117188, "fraction_gt1": 0.08020477815699659, "n_inside": 68, "n_interface": 349, "n_outside": 169, "selected_inside_frac": 0.23529411764705882, "selected_interface_frac": 0.7647058823529411, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.31250000000000006, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 1.9197684526443481, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.7603771686553955, "score_mean": -1.4715449481172982e-07, "score_p50": 0.06360875070095062, "score_p90": 1.0668948888778687, "fraction_gt1": 0.10385756676557864, "n_inside": 82, "n_interface": 423, "n_outside": 169, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.45833333333333326, "step": 2, "n_elem": 674, "target_elements": 4000, "gap": 3326, "cutoff_score": 1.6424791812896729, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8992414474487305, "score_mean": 0.0, "score_p50": 0.18913249671459198, "score_p90": 1.2075227499008179, "fraction_gt1": 0.11392405063291139, "n_inside": 128, "n_interface": 493, "n_outside": 169, "selected_inside_frac": 0.30434782608695654, "selected_interface_frac": 0.6956521739130435, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 3, "n_elem": 790, "target_elements": 4000, "gap": 3210, "cutoff_score": 1.7768186330795288, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.115414619445801, "score_mean": -3.243100721306291e-08, "score_p50": -0.2870488166809082, "score_p90": 1.0291199684143066, "fraction_gt1": 0.10626992561105207, "n_inside": 167, "n_interface": 605, "n_outside": 169, "selected_inside_frac": 0.25, "selected_interface_frac": 0.7142857142857143, "selected_outside_frac": 0.03571428571428571, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.7916666666666667, "step": 4, "n_elem": 941, "target_elements": 4000, "gap": 3059, "cutoff_score": 1.9231879711151123, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3699684143066406, "score_mean": 0.0, "score_p50": -0.14307592809200287, "score_p90": 1.0912668704986572, "fraction_gt1": 0.10685663401602849, "n_inside": 208, "n_interface": 739, "n_outside": 176, "selected_inside_frac": 0.12121212121212122, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.21212121212121213, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.9375, "step": 5, "n_elem": 1123, "target_elements": 4000, "gap": 2877, "cutoff_score": 1.8589766025543213, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2914140224456787, "score_mean": 3.483741650711636e-08, "score_p50": -0.23827990889549255, "score_p90": 1.0078151226043701, "fraction_gt1": 0.1035007610350076, "n_inside": 221, "n_interface": 874, "n_outside": 219, "selected_inside_frac": 0.1282051282051282, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.20512820512820512, "selected_x_range": 0.90625, "selected_y_range": 0.59375, "step": 6, "n_elem": 1314, "target_elements": 4000, "gap": 2686, "cutoff_score": 1.6651946306228638, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.56657075881958, "score_mean": 0.0, "score_p50": -0.4313696324825287, "score_p90": 1.1012698411941528, "fraction_gt1": 0.13120104438642297, "n_inside": 254, "n_interface": 1019, "n_outside": 259, "selected_inside_frac": 0.06666666666666667, "selected_interface_frac": 0.8, "selected_outside_frac": 0.13333333333333333, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.7604166666666667, "step": 7, "n_elem": 1532, "target_elements": 4000, "gap": 2468, "cutoff_score": 1.6144157648086548, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.559791326522827, "score_mean": -5.2018599205894134e-08, "score_p50": -0.3671249747276306, "score_p90": 1.244198203086853, "fraction_gt1": 0.15170454545454545, "n_inside": 275, "n_interface": 1184, "n_outside": 301, "selected_inside_frac": 0.0, "selected_interface_frac": 0.40384615384615385, "selected_outside_frac": 0.5961538461538461, "selected_x_range": 0.96875, "selected_y_range": 0.84375, "step": 8, "n_elem": 1760, "target_elements": 4000, "gap": 2240, "cutoff_score": 1.7802891731262207, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.8790738582611084, "score_mean": -4.5662211789476714e-08, "score_p50": -0.3091028332710266, "score_p90": 1.1218663454055786, "fraction_gt1": 0.12718204488778054, "n_inside": 275, "n_interface": 1279, "n_outside": 451, "selected_inside_frac": 0.11666666666666667, "selected_interface_frac": 0.23333333333333334, "selected_outside_frac": 0.65, "selected_x_range": 0.96875, "selected_y_range": 0.7395833333333333, "step": 9, "n_elem": 2005, "target_elements": 4000, "gap": 1995, "cutoff_score": 1.7982137203216553, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2854747772216797, "score_mean": -1.2067583554653538e-07, "score_p50": -0.18422390520572662, "score_p90": 1.1111042499542236, "fraction_gt1": 0.11291739894551846, "n_inside": 308, "n_interface": 1388, "n_outside": 580, "selected_inside_frac": 0.25, "selected_interface_frac": 0.7205882352941176, "selected_outside_frac": 0.029411764705882353, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.8958333333333334, "step": 10, "n_elem": 2276, "target_elements": 4000, "gap": 1724, "cutoff_score": 1.341468334197998, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1057446002960205, "score_mean": 3.4652813951652206e-08, "score_p50": -0.005028247833251953, "score_p90": 1.1102017164230347, "fraction_gt1": 0.11771385314155942, "n_inside": 387, "n_interface": 1665, "n_outside": 590, "selected_inside_frac": 0.0, "selected_interface_frac": 0.9113924050632911, "selected_outside_frac": 0.08860759493670886, "selected_x_range": 0.84375, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2642, "target_elements": 4000, "gap": 1358, "cutoff_score": 1.4870388507843018, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3664963245391846, "score_mean": 1.00090453258872e-07, "score_p50": 0.13865788280963898, "score_p90": 1.0840177536010742, "fraction_gt1": 0.1321744834371925, "n_inside": 387, "n_interface": 2022, "n_outside": 640, "selected_inside_frac": 0.4175824175824176, "selected_interface_frac": 0.5054945054945055, "selected_outside_frac": 0.07692307692307693, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8958333333333334, "step": 12, "n_elem": 3049, "target_elements": 4000, "gap": 951, "cutoff_score": 1.6613917350769043, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.6045074462890625, "score_mean": -6.947655606381886e-08, "score_p50": -0.3308178186416626, "score_p90": 1.1880990266799927, "fraction_gt1": 0.11553784860557768, "n_inside": 552, "n_interface": 2282, "n_outside": 680, "selected_inside_frac": 0.42857142857142855, "selected_interface_frac": 0.47619047619047616, "selected_outside_frac": 0.09523809523809523, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3514, "target_elements": 4000, "gap": 486, "cutoff_score": 1.739284873008728, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 12, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.1046046161549075, "max_err": 0.10932292402151816, "actual_elements": 8014, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.41072121262550354, "score_mean": 0.22286908328533173, "score_p50": 0.21562933921813965, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 324, "n_outside": 169, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.41072121262550354, "num_tied_at_cutoff": 19, "score_decreased": null }, { "score_max": 0.29042375087738037, "score_mean": 0.20789112150669098, "score_p50": 0.21562933921813965, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 73, "n_interface": 354, "n_outside": 169, "selected_inside_frac": 0.11764705882352941, "selected_interface_frac": 0.8823529411764706, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.31250000000000006, "step": 1, "n_elem": 596, "target_elements": 8000, "gap": 7404, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 474, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.18886502087116241, "score_p50": 0.21562933921813965, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 444, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.4375, "step": 2, "n_elem": 696, "target_elements": 8000, "gap": 7304, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 438, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.17232419550418854, "score_p50": 0.20536060631275177, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 560, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 3, "n_elem": 812, "target_elements": 8000, "gap": 7188, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 394, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.15785343945026398, "score_p50": 0.15247297286987305, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 699, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.6875, "step": 4, "n_elem": 951, "target_elements": 8000, "gap": 7049, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 340, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.14495983719825745, "score_p50": 0.10781466960906982, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 870, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.8125, "step": 5, "n_elem": 1122, "target_elements": 8000, "gap": 6878, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 274, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.13539569079875946, "score_p50": 0.10781466960906982, "score_p90": 0.21562933921813965, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1041, "n_outside": 169, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8958333333333333, "step": 6, "n_elem": 1293, "target_elements": 8000, "gap": 6707, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 212, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.127513587474823, "score_p50": 0.10781466960906982, "score_p90": 0.20536060631275177, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1187, "n_outside": 209, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 1479, "target_elements": 8000, "gap": 6521, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.12073235958814621, "score_p50": 0.10781466960906982, "score_p90": 0.15247297286987305, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1193, "n_outside": 409, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.33333333333333337, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1685, "target_elements": 8000, "gap": 6315, "cutoff_score": 0.21562933921813965, "num_tied_at_cutoff": 74, "score_decreased": true }, { "score_max": 0.21562933921813965, "score_mean": 0.11565104126930237, "score_p50": 0.10781466960906982, "score_p90": 0.15247297286987305, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 1193, "n_outside": 603, "selected_inside_frac": 0.7857142857142857, "selected_interface_frac": 0.0, "selected_outside_frac": 0.21428571428571427, "selected_x_range": 0.78125, "selected_y_range": 0.65625, "step": 9, "n_elem": 1879, "target_elements": 8000, "gap": 6121, "cutoff_score": 0.20536060631275177, "num_tied_at_cutoff": 67, "score_decreased": true }, { "score_max": 0.20536060631275177, "score_mean": 0.10895613580942154, "score_p50": 0.10781466960906982, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 230, "n_interface": 1268, "n_outside": 645, "selected_inside_frac": 0.09375, "selected_interface_frac": 0.90625, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333334, "selected_y_range": 0.6875, "step": 10, "n_elem": 2143, "target_elements": 8000, "gap": 5857, "cutoff_score": 0.15247297286987305, "num_tied_at_cutoff": 127, "score_decreased": true }, { "score_max": 0.15247297286987305, "score_mean": 0.10190916061401367, "score_p50": 0.10781466960906982, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 258, "n_interface": 1534, "n_outside": 645, "selected_inside_frac": 0.1095890410958904, "selected_interface_frac": 0.3972602739726027, "selected_outside_frac": 0.4931506849315068, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2437, "target_elements": 8000, "gap": 5563, "cutoff_score": 0.14521187543869019, "num_tied_at_cutoff": 31, "score_decreased": true }, { "score_max": 0.14521187543869019, "score_mean": 0.09511899948120117, "score_p50": 0.10781466960906982, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 298, "n_interface": 1697, "n_outside": 793, "selected_inside_frac": 0.1927710843373494, "selected_interface_frac": 0.8072289156626506, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.3229166666666667, "step": 12, "n_elem": 2788, "target_elements": 8000, "gap": 5212, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 1500, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.08830714970827103, "score_p50": 0.10268030315637589, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 2013, "n_outside": 793, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4479166666666667, "selected_y_range": 0.44791666666666674, "step": 13, "n_elem": 3166, "target_elements": 8000, "gap": 4834, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 1386, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.08195101469755173, "score_p50": 0.07623648643493652, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 2453, "n_outside": 793, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.59375, "selected_y_range": 0.59375, "step": 14, "n_elem": 3606, "target_elements": 8000, "gap": 4394, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 1230, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.07663854211568832, "score_p50": 0.07623648643493652, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 2924, "n_outside": 793, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.65625, "selected_y_range": 0.71875, "step": 15, "n_elem": 4077, "target_elements": 8000, "gap": 3923, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 1072, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.07201272994279861, "score_p50": 0.05390733480453491, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 3448, "n_outside": 793, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.8229166666666667, "step": 16, "n_elem": 4601, "target_elements": 8000, "gap": 3399, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 894, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.0678669810295105, "score_p50": 0.05390733480453491, "score_p90": 0.10781466960906982, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 4045, "n_outside": 793, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8580645161290322, "selected_outside_frac": 0.14193548387096774, "selected_x_range": 0.8125, "selected_y_range": 0.9166666666666667, "step": 17, "n_elem": 5198, "target_elements": 8000, "gap": 2802, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 696, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.06442564725875854, "score_p50": 0.05390733480453491, "score_p90": 0.10268030315637589, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 4521, "n_outside": 946, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.9791666666666667, "step": 18, "n_elem": 5827, "target_elements": 8000, "gap": 2173, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 484, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.0614495724439621, "score_p50": 0.05390733480453491, "score_p90": 0.07623648643493652, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 4522, "n_outside": 1621, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.35416666666666663, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 6503, "target_elements": 8000, "gap": 1497, "cutoff_score": 0.10781466960906982, "num_tied_at_cutoff": 266, "score_decreased": true }, { "score_max": 0.10781466960906982, "score_mean": 0.05903087183833122, "score_p50": 0.05390733480453491, "score_p90": 0.07623648643493652, "fraction_gt1": 0.0, "n_inside": 360, "n_interface": 4522, "n_outside": 2294, "selected_inside_frac": 0.7395348837209302, "selected_interface_frac": 0.0, "selected_outside_frac": 0.26046511627906976, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.671875, "step": 20, "n_elem": 7176, "target_elements": 8000, "gap": 824, "cutoff_score": 0.10268030315637589, "num_tied_at_cutoff": 217, "score_decreased": true } ], "sample_id": 12, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.10475237336766466, "max_err": 0.10986812133069268, "actual_elements": 8502, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9955825209617615, "score_mean": 0.09441429376602173, "score_p50": 8.827402098177117e-08, "score_p90": 0.33931487798690796, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 324, "n_outside": 169, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9874179363250732, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9886847138404846, "score_mean": 0.0916495993733406, "score_p50": 3.4580866667965893e-06, "score_p90": 0.38996458053588867, "fraction_gt1": 0.0, "n_inside": 68, "n_interface": 349, "n_outside": 169, "selected_inside_frac": 0.058823529411764705, "selected_interface_frac": 0.9411764705882353, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.3333333333333333, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 0.9031882882118225, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9908521771430969, "score_mean": 0.12131942063570023, "score_p50": 1.3892124115955085e-05, "score_p90": 0.6798334121704102, "fraction_gt1": 0.0, "n_inside": 74, "n_interface": 431, "n_outside": 169, "selected_inside_frac": 0.85, "selected_interface_frac": 0.15, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.2604166666666667, "step": 2, "n_elem": 674, "target_elements": 8000, "gap": 7326, "cutoff_score": 0.970234751701355, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9919467568397522, "score_mean": 0.1489458531141281, "score_p50": 6.030924487276934e-05, "score_p90": 0.7660239934921265, "fraction_gt1": 0.0, "n_inside": 150, "n_interface": 455, "n_outside": 169, "selected_inside_frac": 0.043478260869565216, "selected_interface_frac": 0.9565217391304348, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.5416666666666667, "step": 3, "n_elem": 774, "target_elements": 8000, "gap": 7226, "cutoff_score": 0.9594491720199585, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9891449809074402, "score_mean": 0.12810610234737396, "score_p50": 0.0002161820011679083, "score_p90": 0.6997902393341064, "fraction_gt1": 0.0, "n_inside": 160, "n_interface": 594, "n_outside": 169, "selected_inside_frac": 0.2222222222222222, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.75, "step": 4, "n_elem": 923, "target_elements": 8000, "gap": 7077, "cutoff_score": 0.9570680856704712, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9914374947547913, "score_mean": 0.11842774599790573, "score_p50": 0.0005320497439242899, "score_p90": 0.612553060054779, "fraction_gt1": 0.0, "n_inside": 196, "n_interface": 734, "n_outside": 171, "selected_inside_frac": 0.12121212121212122, "selected_interface_frac": 0.7878787878787878, "selected_outside_frac": 0.09090909090909091, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.875, "step": 5, "n_elem": 1101, "target_elements": 8000, "gap": 6899, "cutoff_score": 0.9425533413887024, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9831812977790833, "score_mean": 0.11278923600912094, "score_p50": 0.0010252832435071468, "score_p90": 0.5100634694099426, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 885, "n_outside": 197, "selected_inside_frac": 0.1794871794871795, "selected_interface_frac": 0.7435897435897436, "selected_outside_frac": 0.07692307692307693, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.5625, "step": 6, "n_elem": 1303, "target_elements": 8000, "gap": 6697, "cutoff_score": 0.884083092212677, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9857203364372253, "score_mean": 0.14237743616104126, "score_p50": 0.0013702393043786287, "score_p90": 0.6928130984306335, "fraction_gt1": 0.0, "n_inside": 247, "n_interface": 1046, "n_outside": 222, "selected_inside_frac": 0.28888888888888886, "selected_interface_frac": 0.6444444444444445, "selected_outside_frac": 0.06666666666666667, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9375, "step": 7, "n_elem": 1515, "target_elements": 8000, "gap": 6485, "cutoff_score": 0.9032872915267944, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9850894212722778, "score_mean": 0.16435499489307404, "score_p50": 0.0007882347563281655, "score_p90": 0.7682014107704163, "fraction_gt1": 0.0, "n_inside": 328, "n_interface": 1210, "n_outside": 248, "selected_inside_frac": 0.3018867924528302, "selected_interface_frac": 0.6415094339622641, "selected_outside_frac": 0.05660377358490566, "selected_x_range": 0.8020833333333333, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1786, "target_elements": 8000, "gap": 6214, "cutoff_score": 0.9391939640045166, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9905917048454285, "score_mean": 0.1644863486289978, "score_p50": 0.0008575943647883832, "score_p90": 0.8191220164299011, "fraction_gt1": 0.0, "n_inside": 424, "n_interface": 1410, "n_outside": 270, "selected_inside_frac": 0.031746031746031744, "selected_interface_frac": 0.8412698412698413, "selected_outside_frac": 0.12698412698412698, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.8229166666666667, "step": 9, "n_elem": 2104, "target_elements": 8000, "gap": 5896, "cutoff_score": 0.944058895111084, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.988461971282959, "score_mean": 0.14721353352069855, "score_p50": 0.0005640789750032127, "score_p90": 0.7692374587059021, "fraction_gt1": 0.0, "n_inside": 447, "n_interface": 1692, "n_outside": 324, "selected_inside_frac": 0.0273972602739726, "selected_interface_frac": 0.3835616438356164, "selected_outside_frac": 0.589041095890411, "selected_x_range": 0.90625, "selected_y_range": 0.9270833333333333, "step": 10, "n_elem": 2463, "target_elements": 8000, "gap": 5537, "cutoff_score": 0.9534937143325806, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9859138131141663, "score_mean": 0.13382942974567413, "score_p50": 0.0005081812851130962, "score_p90": 0.6265798807144165, "fraction_gt1": 0.0, "n_inside": 463, "n_interface": 1887, "n_outside": 496, "selected_inside_frac": 0.25882352941176473, "selected_interface_frac": 0.5529411764705883, "selected_outside_frac": 0.18823529411764706, "selected_x_range": 0.9375, "selected_y_range": 0.8541666666666667, "step": 11, "n_elem": 2846, "target_elements": 8000, "gap": 5154, "cutoff_score": 0.918552577495575, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9799436926841736, "score_mean": 0.12444503605365753, "score_p50": 0.0006425027968361974, "score_p90": 0.6110063791275024, "fraction_gt1": 0.0, "n_inside": 589, "n_interface": 2174, "n_outside": 553, "selected_inside_frac": 0.12121212121212122, "selected_interface_frac": 0.7070707070707071, "selected_outside_frac": 0.1717171717171717, "selected_x_range": 0.96875, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 3316, "target_elements": 8000, "gap": 4684, "cutoff_score": 0.890565812587738, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.982638955116272, "score_mean": 0.1264800727367401, "score_p50": 0.0010213528294116259, "score_p90": 0.614962100982666, "fraction_gt1": 0.0, "n_inside": 676, "n_interface": 2581, "n_outside": 643, "selected_inside_frac": 0.08547008547008547, "selected_interface_frac": 0.811965811965812, "selected_outside_frac": 0.10256410256410256, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9479166666666667, "step": 13, "n_elem": 3900, "target_elements": 8000, "gap": 4100, "cutoff_score": 0.882189154624939, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9810885190963745, "score_mean": 0.13458919525146484, "score_p50": 0.0010803451295942068, "score_p90": 0.6378597617149353, "fraction_gt1": 0.0, "n_inside": 757, "n_interface": 3118, "n_outside": 719, "selected_inside_frac": 0.15328467153284672, "selected_interface_frac": 0.7299270072992701, "selected_outside_frac": 0.11678832116788321, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 4594, "target_elements": 8000, "gap": 3406, "cutoff_score": 0.8828399181365967, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9902455806732178, "score_mean": 0.14328771829605103, "score_p50": 0.0018158715683966875, "score_p90": 0.6771261692047119, "fraction_gt1": 0.0, "n_inside": 892, "n_interface": 3702, "n_outside": 822, "selected_inside_frac": 0.21604938271604937, "selected_interface_frac": 0.6358024691358025, "selected_outside_frac": 0.14814814814814814, "selected_x_range": 0.984375, "selected_y_range": 0.9375, "step": 15, "n_elem": 5416, "target_elements": 8000, "gap": 2584, "cutoff_score": 0.90477055311203, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9919435977935791, "score_mean": 0.14546233415603638, "score_p50": 0.0021944011095911264, "score_p90": 0.6767959594726562, "fraction_gt1": 0.0, "n_inside": 1120, "n_interface": 4304, "n_outside": 964, "selected_inside_frac": 0.34554973821989526, "selected_interface_frac": 0.5863874345549738, "selected_outside_frac": 0.06806282722513089, "selected_x_range": 0.9427083333333333, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 6388, "target_elements": 8000, "gap": 1612, "cutoff_score": 0.9109838604927063, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9890878200531006, "score_mean": 0.15751145780086517, "score_p50": 0.0028440263122320175, "score_p90": 0.7266513705253601, "fraction_gt1": 0.0, "n_inside": 1480, "n_interface": 5016, "n_outside": 1047, "selected_inside_frac": 0.15789473684210525, "selected_interface_frac": 0.7763157894736842, "selected_outside_frac": 0.06578947368421052, "selected_x_range": 0.9739583333333333, "selected_y_range": 0.9375, "step": 17, "n_elem": 7543, "target_elements": 8000, "gap": 457, "cutoff_score": 0.929224967956543, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 12, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.10489857753690385, "max_err": 0.11077130307999784, "actual_elements": 8069, "num_steps": 19, "num_solves": 1, "score_stats": [ { "score_max": 4.188912391662598, "score_mean": -5.960464477539063e-08, "score_p50": -0.27018609642982483, "score_p90": 0.3480664789676666, "fraction_gt1": 0.0859375, "n_inside": 19, "n_interface": 324, "n_outside": 169, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 4.174036026000977, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 6.144552230834961, "score_mean": 1.1229271024149057e-07, "score_p50": -0.06686985492706299, "score_p90": 0.5601119995117188, "fraction_gt1": 0.08020477815699659, "n_inside": 68, "n_interface": 349, "n_outside": 169, "selected_inside_frac": 0.23529411764705882, "selected_interface_frac": 0.7647058823529411, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.31250000000000006, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 1.9197684526443481, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.7603771686553955, "score_mean": -1.4715449481172982e-07, "score_p50": 0.06360875070095062, "score_p90": 1.0668948888778687, "fraction_gt1": 0.10385756676557864, "n_inside": 82, "n_interface": 423, "n_outside": 169, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.45833333333333326, "step": 2, "n_elem": 674, "target_elements": 8000, "gap": 7326, "cutoff_score": 1.6424791812896729, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8992414474487305, "score_mean": 0.0, "score_p50": 0.18913249671459198, "score_p90": 1.2075227499008179, "fraction_gt1": 0.11392405063291139, "n_inside": 128, "n_interface": 493, "n_outside": 169, "selected_inside_frac": 0.30434782608695654, "selected_interface_frac": 0.6956521739130435, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 3, "n_elem": 790, "target_elements": 8000, "gap": 7210, "cutoff_score": 1.7768186330795288, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.115414619445801, "score_mean": -3.243100721306291e-08, "score_p50": -0.2870488166809082, "score_p90": 1.0291199684143066, "fraction_gt1": 0.10626992561105207, "n_inside": 167, "n_interface": 605, "n_outside": 169, "selected_inside_frac": 0.25, "selected_interface_frac": 0.7142857142857143, "selected_outside_frac": 0.03571428571428571, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.7916666666666667, "step": 4, "n_elem": 941, "target_elements": 8000, "gap": 7059, "cutoff_score": 1.9231879711151123, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3699684143066406, "score_mean": 0.0, "score_p50": -0.14307592809200287, "score_p90": 1.0912668704986572, "fraction_gt1": 0.10685663401602849, "n_inside": 208, "n_interface": 739, "n_outside": 176, "selected_inside_frac": 0.12121212121212122, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.21212121212121213, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.9375, "step": 5, "n_elem": 1123, "target_elements": 8000, "gap": 6877, "cutoff_score": 1.8589766025543213, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2914140224456787, "score_mean": 3.483741650711636e-08, "score_p50": -0.23827990889549255, "score_p90": 1.0078151226043701, "fraction_gt1": 0.1035007610350076, "n_inside": 221, "n_interface": 874, "n_outside": 219, "selected_inside_frac": 0.1282051282051282, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.20512820512820512, "selected_x_range": 0.90625, "selected_y_range": 0.59375, "step": 6, "n_elem": 1314, "target_elements": 8000, "gap": 6686, "cutoff_score": 1.6651946306228638, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.56657075881958, "score_mean": 0.0, "score_p50": -0.4313696324825287, "score_p90": 1.1012698411941528, "fraction_gt1": 0.13120104438642297, "n_inside": 254, "n_interface": 1019, "n_outside": 259, "selected_inside_frac": 0.06666666666666667, "selected_interface_frac": 0.8, "selected_outside_frac": 0.13333333333333333, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.7604166666666667, "step": 7, "n_elem": 1532, "target_elements": 8000, "gap": 6468, "cutoff_score": 1.6144157648086548, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.559791326522827, "score_mean": -5.2018599205894134e-08, "score_p50": -0.3671249747276306, "score_p90": 1.244198203086853, "fraction_gt1": 0.15170454545454545, "n_inside": 275, "n_interface": 1184, "n_outside": 301, "selected_inside_frac": 0.0, "selected_interface_frac": 0.40384615384615385, "selected_outside_frac": 0.5961538461538461, "selected_x_range": 0.96875, "selected_y_range": 0.84375, "step": 8, "n_elem": 1760, "target_elements": 8000, "gap": 6240, "cutoff_score": 1.7802891731262207, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.8790738582611084, "score_mean": -4.5662211789476714e-08, "score_p50": -0.3091028332710266, "score_p90": 1.1218663454055786, "fraction_gt1": 0.12718204488778054, "n_inside": 275, "n_interface": 1279, "n_outside": 451, "selected_inside_frac": 0.11666666666666667, "selected_interface_frac": 0.23333333333333334, "selected_outside_frac": 0.65, "selected_x_range": 0.96875, "selected_y_range": 0.7395833333333333, "step": 9, "n_elem": 2005, "target_elements": 8000, "gap": 5995, "cutoff_score": 1.7982137203216553, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2854747772216797, "score_mean": -1.2067583554653538e-07, "score_p50": -0.18422390520572662, "score_p90": 1.1111042499542236, "fraction_gt1": 0.11291739894551846, "n_inside": 308, "n_interface": 1388, "n_outside": 580, "selected_inside_frac": 0.25, "selected_interface_frac": 0.7205882352941176, "selected_outside_frac": 0.029411764705882353, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.8958333333333334, "step": 10, "n_elem": 2276, "target_elements": 8000, "gap": 5724, "cutoff_score": 1.341468334197998, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1057446002960205, "score_mean": 3.4652813951652206e-08, "score_p50": -0.005028247833251953, "score_p90": 1.1102017164230347, "fraction_gt1": 0.11771385314155942, "n_inside": 387, "n_interface": 1665, "n_outside": 590, "selected_inside_frac": 0.0, "selected_interface_frac": 0.9113924050632911, "selected_outside_frac": 0.08860759493670886, "selected_x_range": 0.84375, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2642, "target_elements": 8000, "gap": 5358, "cutoff_score": 1.4870388507843018, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3664963245391846, "score_mean": 1.00090453258872e-07, "score_p50": 0.13865788280963898, "score_p90": 1.0840177536010742, "fraction_gt1": 0.1321744834371925, "n_inside": 387, "n_interface": 2022, "n_outside": 640, "selected_inside_frac": 0.4175824175824176, "selected_interface_frac": 0.5054945054945055, "selected_outside_frac": 0.07692307692307693, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8958333333333334, "step": 12, "n_elem": 3049, "target_elements": 8000, "gap": 4951, "cutoff_score": 1.6613917350769043, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.6045074462890625, "score_mean": -6.947655606381886e-08, "score_p50": -0.3308178186416626, "score_p90": 1.1880990266799927, "fraction_gt1": 0.11553784860557768, "n_inside": 552, "n_interface": 2282, "n_outside": 680, "selected_inside_frac": 0.42857142857142855, "selected_interface_frac": 0.47619047619047616, "selected_outside_frac": 0.09523809523809523, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3514, "target_elements": 8000, "gap": 4486, "cutoff_score": 1.739284873008728, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.7788166999816895, "score_mean": -1.514520064915814e-08, "score_p50": -0.24367815256118774, "score_p90": 1.030077576637268, "fraction_gt1": 0.10347394540942928, "n_inside": 737, "n_interface": 2554, "n_outside": 739, "selected_inside_frac": 0.14166666666666666, "selected_interface_frac": 0.5833333333333334, "selected_outside_frac": 0.275, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 4030, "target_elements": 8000, "gap": 3970, "cutoff_score": 1.6617896556854248, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5887598991394043, "score_mean": -1.310048389768781e-07, "score_p50": -0.14245617389678955, "score_p90": 0.9108554720878601, "fraction_gt1": 0.08220648207769908, "n_inside": 827, "n_interface": 2933, "n_outside": 899, "selected_inside_frac": 0.08633093525179857, "selected_interface_frac": 0.762589928057554, "selected_outside_frac": 0.1510791366906475, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.8958333333333334, "step": 15, "n_elem": 4659, "target_elements": 8000, "gap": 3341, "cutoff_score": 1.5569612979888916, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2778353691101074, "score_mean": -9.18167089025701e-08, "score_p50": -0.037061333656311035, "score_p90": 0.9341287016868591, "fraction_gt1": 0.08800300864986838, "n_inside": 877, "n_interface": 3437, "n_outside": 1004, "selected_inside_frac": 0.1761006289308176, "selected_interface_frac": 0.7735849056603774, "selected_outside_frac": 0.050314465408805034, "selected_x_range": 0.9427083333333333, "selected_y_range": 0.8958333333333333, "step": 16, "n_elem": 5318, "target_elements": 8000, "gap": 2682, "cutoff_score": 1.5063194036483765, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3252387046813965, "score_mean": -7.945993019120579e-08, "score_p50": -0.10755877196788788, "score_p90": 1.0504344701766968, "fraction_gt1": 0.11798209926769732, "n_inside": 1007, "n_interface": 4084, "n_outside": 1054, "selected_inside_frac": 0.14130434782608695, "selected_interface_frac": 0.7282608695652174, "selected_outside_frac": 0.13043478260869565, "selected_x_range": 0.9427083333333333, "selected_y_range": 0.9791666666666667, "step": 17, "n_elem": 6145, "target_elements": 8000, "gap": 1855, "cutoff_score": 1.4472870826721191, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.519547939300537, "score_mean": 6.82815368691081e-08, "score_p50": -0.37825149297714233, "score_p90": 1.1301785707473755, "fraction_gt1": 0.14417563977066145, "n_inside": 1143, "n_interface": 4827, "n_outside": 1181, "selected_inside_frac": 0.018691588785046728, "selected_interface_frac": 0.21495327102803738, "selected_outside_frac": 0.7663551401869159, "selected_x_range": 0.984375, "selected_y_range": 0.9791666666666667, "step": 18, "n_elem": 7151, "target_elements": 8000, "gap": 849, "cutoff_score": 1.6301413774490356, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 12, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.1490085107414551, "max_err": 0.3669082994563495, "actual_elements": 2084, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.31268930435180664, "score_mean": 0.14973831176757812, "score_p50": 0.12478189915418625, "score_p90": 0.31268930435180664, "fraction_gt1": 0.0, "n_inside": 68, "n_interface": 444, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.3958333333333333, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.31268930435180664, "num_tied_at_cutoff": 68, "score_decreased": null }, { "score_max": 0.31268930435180664, "score_mean": 0.13647492229938507, "score_p50": 0.12478189915418625, "score_p90": 0.22110474109649658, "fraction_gt1": 0.0, "n_inside": 137, "n_interface": 499, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.2708333333333333, "step": 1, "n_elem": 636, "target_elements": 2000, "gap": 1364, "cutoff_score": 0.31268930435180664, "num_tied_at_cutoff": 32, "score_decreased": true }, { "score_max": 0.31268930435180664, "score_mean": 0.13158893585205078, "score_p50": 0.12478189915418625, "score_p90": 0.15634465217590332, "fraction_gt1": 0.0, "n_inside": 236, "n_interface": 502, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.375, "step": 2, "n_elem": 738, "target_elements": 2000, "gap": 1262, "cutoff_score": 0.22110474109649658, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.12223470211029053, "score_p50": 0.12478189915418625, "score_p90": 0.15634465217590332, "fraction_gt1": 0.0, "n_inside": 333, "n_interface": 529, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.40625000000000006, "step": 3, "n_elem": 862, "target_elements": 2000, "gap": 1138, "cutoff_score": 0.15634465217590332, "num_tied_at_cutoff": 206, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.10438445955514908, "score_p50": 0.11055237054824829, "score_p90": 0.15634465217590332, "fraction_gt1": 0.0, "n_inside": 452, "n_interface": 652, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.34374999999999994, "selected_y_range": 0.3541666666666667, "step": 4, "n_elem": 1104, "target_elements": 2000, "gap": 896, "cutoff_score": 0.15634465217590332, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.0968390479683876, "score_p50": 0.11055237054824829, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 626, "n_interface": 664, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.22916666666666669, "step": 5, "n_elem": 1290, "target_elements": 2000, "gap": 710, "cutoff_score": 0.15634465217590332, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.0913110002875328, "score_p50": 0.07817232608795166, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 806, "n_interface": 664, "n_outside": 0, "selected_inside_frac": 0.7727272727272727, "selected_interface_frac": 0.22727272727272727, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5, "step": 6, "n_elem": 1470, "target_elements": 2000, "gap": 530, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 384, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.08635908365249634, "score_p50": 0.07817232608795166, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 730, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.6458333333333333, "step": 7, "n_elem": 1660, "target_elements": 2000, "gap": 340, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 358, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.08083821088075638, "score_p50": 0.07817232608795166, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 967, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.8125, "step": 8, "n_elem": 1897, "target_elements": 2000, "gap": 103, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 270, "score_decreased": true } ], "sample_id": 18, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.1458920321141851, "max_err": 0.3616356363130673, "actual_elements": 2128, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9824209809303284, "score_mean": 0.12232765555381775, "score_p50": 2.211448091316015e-08, "score_p90": 0.739281415939331, "fraction_gt1": 0.0, "n_inside": 68, "n_interface": 444, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9690935015678406, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.974609375, "score_mean": 0.09398568421602249, "score_p50": 2.911710907937959e-06, "score_p90": 0.4097967743873596, "fraction_gt1": 0.0, "n_inside": 134, "n_interface": 454, "n_outside": 0, "selected_inside_frac": 0.8235294117647058, "selected_interface_frac": 0.17647058823529413, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.3958333333333333, "step": 1, "n_elem": 588, "target_elements": 2000, "gap": 1412, "cutoff_score": 0.9499219655990601, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9775201678276062, "score_mean": 0.07953057438135147, "score_p50": 8.568990597268566e-05, "score_p90": 0.17509514093399048, "fraction_gt1": 0.0, "n_inside": 205, "n_interface": 485, "n_outside": 0, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.43749999999999994, "step": 2, "n_elem": 690, "target_elements": 2000, "gap": 1310, "cutoff_score": 0.9239787459373474, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9759549498558044, "score_mean": 0.11429779976606369, "score_p50": 0.0002495083608664572, "score_p90": 0.5701617002487183, "fraction_gt1": 0.0, "n_inside": 245, "n_interface": 551, "n_outside": 0, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.4479166666666667, "step": 3, "n_elem": 796, "target_elements": 2000, "gap": 1204, "cutoff_score": 0.8865976929664612, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9805507659912109, "score_mean": 0.14917604625225067, "score_p50": 0.0002460355462972075, "score_p90": 0.7157517671585083, "fraction_gt1": 0.0, "n_inside": 334, "n_interface": 602, "n_outside": 0, "selected_inside_frac": 0.6071428571428571, "selected_interface_frac": 0.39285714285714285, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 936, "target_elements": 2000, "gap": 1064, "cutoff_score": 0.9231388568878174, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9851996898651123, "score_mean": 0.15492717921733856, "score_p50": 0.00021296509657986462, "score_p90": 0.7898117303848267, "fraction_gt1": 0.0, "n_inside": 419, "n_interface": 689, "n_outside": 0, "selected_inside_frac": 0.8484848484848485, "selected_interface_frac": 0.15151515151515152, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.6666666666666667, "step": 5, "n_elem": 1108, "target_elements": 2000, "gap": 892, "cutoff_score": 0.9495992660522461, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9798663258552551, "score_mean": 0.12905550003051758, "score_p50": 0.00045990588841959834, "score_p90": 0.6664384007453918, "fraction_gt1": 0.0, "n_inside": 567, "n_interface": 743, "n_outside": 0, "selected_inside_frac": 0.5128205128205128, "selected_interface_frac": 0.48717948717948717, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.7708333333333333, "step": 6, "n_elem": 1310, "target_elements": 2000, "gap": 690, "cutoff_score": 0.9238672256469727, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9839729070663452, "score_mean": 0.11183256655931473, "score_p50": 0.0015131962718442082, "score_p90": 0.5506990551948547, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 854, "n_outside": 0, "selected_inside_frac": 0.3695652173913043, "selected_interface_frac": 0.6304347826086957, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.7916666666666667, "step": 7, "n_elem": 1539, "target_elements": 2000, "gap": 461, "cutoff_score": 0.8679277896881104, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9874845147132874, "score_mean": 0.11207211762666702, "score_p50": 0.0029439995996654034, "score_p90": 0.4905548095703125, "fraction_gt1": 0.0, "n_inside": 781, "n_interface": 1031, "n_outside": 0, "selected_inside_frac": 0.24074074074074073, "selected_interface_frac": 0.7592592592592593, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.8958333333333333, "step": 8, "n_elem": 1812, "target_elements": 2000, "gap": 188, "cutoff_score": 0.866354763507843, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 18, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.14544091143919047, "max_err": 0.36178063721279696, "actual_elements": 2056, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 2.7635397911071777, "score_mean": 3.2782554626464844e-07, "score_p50": -0.40700775384902954, "score_p90": 2.222975969314575, "fraction_gt1": 0.1328125, "n_inside": 68, "n_interface": 444, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 2.7405149936676025, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.39369797706604, "score_mean": -1.9462740752373975e-08, "score_p50": -0.3635123372077942, "score_p90": 0.6417871117591858, "fraction_gt1": 0.08673469387755102, "n_inside": 134, "n_interface": 454, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3958333333333333, "step": 1, "n_elem": 588, "target_elements": 2000, "gap": 1412, "cutoff_score": 3.3324460983276367, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.614664554595947, "score_mean": -6.134747110309036e-08, "score_p50": -0.35310542583465576, "score_p90": 1.1473751068115234, "fraction_gt1": 0.1154970760233918, "n_inside": 211, "n_interface": 473, "n_outside": 0, "selected_inside_frac": 0.85, "selected_interface_frac": 0.15, "selected_outside_frac": 0.0, "selected_x_range": 0.30208333333333337, "selected_y_range": 0.3645833333333333, "step": 2, "n_elem": 684, "target_elements": 2000, "gap": 1316, "cutoff_score": 1.8244867324829102, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.126037120819092, "score_mean": 2.3061141973812482e-07, "score_p50": -0.29996800422668457, "score_p90": 1.2829740047454834, "fraction_gt1": 0.12720403022670027, "n_inside": 297, "n_interface": 497, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.3125, "step": 3, "n_elem": 794, "target_elements": 2000, "gap": 1206, "cutoff_score": 1.8351387977600098, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0212202072143555, "score_mean": 2.4245957774837734e-07, "score_p50": -0.09745994210243225, "score_p90": 1.3688790798187256, "fraction_gt1": 0.1408898305084746, "n_inside": 404, "n_interface": 540, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.34375000000000006, "step": 4, "n_elem": 944, "target_elements": 2000, "gap": 1056, "cutoff_score": 1.8058165311813354, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.097609043121338, "score_mean": 0.0, "score_p50": -0.009419769048690796, "score_p90": 1.4769212007522583, "fraction_gt1": 0.13883847549909256, "n_inside": 546, "n_interface": 556, "n_outside": 0, "selected_inside_frac": 0.7575757575757576, "selected_interface_frac": 0.24242424242424243, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.5, "step": 5, "n_elem": 1102, "target_elements": 2000, "gap": 898, "cutoff_score": 1.5830546617507935, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1776115894317627, "score_mean": -2.3804663129567416e-08, "score_p50": -0.03364501893520355, "score_p90": 1.432813048362732, "fraction_gt1": 0.1419656786271451, "n_inside": 648, "n_interface": 634, "n_outside": 0, "selected_inside_frac": 0.4473684210526316, "selected_interface_frac": 0.5526315789473685, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.625, "step": 6, "n_elem": 1282, "target_elements": 2000, "gap": 718, "cutoff_score": 1.7805255651474, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.557999610900879, "score_mean": 1.2288957407236012e-07, "score_p50": -0.4401373267173767, "score_p90": 1.2766480445861816, "fraction_gt1": 0.11610738255033556, "n_inside": 730, "n_interface": 760, "n_outside": 0, "selected_inside_frac": 0.2727272727272727, "selected_interface_frac": 0.7272727272727273, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.6875, "step": 7, "n_elem": 1490, "target_elements": 2000, "gap": 510, "cutoff_score": 2.123270034790039, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5054538249969482, "score_mean": 1.7951516895209352e-07, "score_p50": -0.3549685478210449, "score_p90": 1.0752314329147339, "fraction_gt1": 0.10764705882352942, "n_inside": 789, "n_interface": 911, "n_outside": 0, "selected_inside_frac": 0.19607843137254902, "selected_interface_frac": 0.803921568627451, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.875, "step": 8, "n_elem": 1700, "target_elements": 2000, "gap": 300, "cutoff_score": 2.110211133956909, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4955995082855225, "score_mean": 1.7162237497814203e-07, "score_p50": -0.2758154571056366, "score_p90": 1.110772728919983, "fraction_gt1": 0.1165644171779141, "n_inside": 852, "n_interface": 1104, "n_outside": 0, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.7291666666666667, "step": 9, "n_elem": 1956, "target_elements": 2000, "gap": 44, "cutoff_score": 2.2397165298461914, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 18, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.14244800547242656, "max_err": 0.36889484960060426, "actual_elements": 4186, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.31268930435180664, "score_mean": 0.14973831176757812, "score_p50": 0.12478189915418625, "score_p90": 0.31268930435180664, "fraction_gt1": 0.0, "n_inside": 68, "n_interface": 444, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.3958333333333333, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.31268930435180664, "num_tied_at_cutoff": 68, "score_decreased": null }, { "score_max": 0.31268930435180664, "score_mean": 0.13647492229938507, "score_p50": 0.12478189915418625, "score_p90": 0.22110474109649658, "fraction_gt1": 0.0, "n_inside": 137, "n_interface": 499, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.2708333333333333, "step": 1, "n_elem": 636, "target_elements": 4000, "gap": 3364, "cutoff_score": 0.31268930435180664, "num_tied_at_cutoff": 32, "score_decreased": true }, { "score_max": 0.31268930435180664, "score_mean": 0.13158893585205078, "score_p50": 0.12478189915418625, "score_p90": 0.15634465217590332, "fraction_gt1": 0.0, "n_inside": 236, "n_interface": 502, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.375, "step": 2, "n_elem": 738, "target_elements": 4000, "gap": 3262, "cutoff_score": 0.22110474109649658, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.12223470211029053, "score_p50": 0.12478189915418625, "score_p90": 0.15634465217590332, "fraction_gt1": 0.0, "n_inside": 333, "n_interface": 529, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.40625000000000006, "step": 3, "n_elem": 862, "target_elements": 4000, "gap": 3138, "cutoff_score": 0.15634465217590332, "num_tied_at_cutoff": 206, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.10438445955514908, "score_p50": 0.11055237054824829, "score_p90": 0.15634465217590332, "fraction_gt1": 0.0, "n_inside": 452, "n_interface": 652, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.34374999999999994, "selected_y_range": 0.3541666666666667, "step": 4, "n_elem": 1104, "target_elements": 4000, "gap": 2896, "cutoff_score": 0.15634465217590332, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.0968390479683876, "score_p50": 0.11055237054824829, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 626, "n_interface": 664, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.22916666666666669, "step": 5, "n_elem": 1290, "target_elements": 4000, "gap": 2710, "cutoff_score": 0.15634465217590332, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.0913110002875328, "score_p50": 0.07817232608795166, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 806, "n_interface": 664, "n_outside": 0, "selected_inside_frac": 0.7727272727272727, "selected_interface_frac": 0.22727272727272727, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5, "step": 6, "n_elem": 1470, "target_elements": 4000, "gap": 2530, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 384, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.08635908365249634, "score_p50": 0.07817232608795166, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 730, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.6458333333333333, "step": 7, "n_elem": 1660, "target_elements": 4000, "gap": 2340, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 358, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.08083821088075638, "score_p50": 0.07817232608795166, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 967, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.875, "step": 8, "n_elem": 1897, "target_elements": 4000, "gap": 2103, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 270, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.07588154077529907, "score_p50": 0.07817232608795166, "score_p90": 0.11055237054824829, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 1243, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 2173, "target_elements": 4000, "gap": 1827, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 174, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.07186287641525269, "score_p50": 0.062390949577093124, "score_p90": 0.08823412656784058, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 1534, "n_outside": 0, "selected_inside_frac": 0.0136986301369863, "selected_interface_frac": 0.9863013698630136, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2464, "target_elements": 4000, "gap": 1536, "cutoff_score": 0.11055237054824829, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.11055237054824829, "score_mean": 0.06896433979272842, "score_p50": 0.062390949577093124, "score_p90": 0.07817232608795166, "fraction_gt1": 0.0, "n_inside": 936, "n_interface": 1781, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.36979166666666663, "selected_y_range": 0.390625, "step": 11, "n_elem": 2717, "target_elements": 4000, "gap": 1283, "cutoff_score": 0.11055237054824829, "num_tied_at_cutoff": 143, "score_decreased": true }, { "score_max": 0.11055237054824829, "score_mean": 0.06450492143630981, "score_p50": 0.062390949577093124, "score_p90": 0.07817232608795166, "fraction_gt1": 0.0, "n_inside": 1271, "n_interface": 1838, "n_outside": 0, "selected_inside_frac": 0.6021505376344086, "selected_interface_frac": 0.3978494623655914, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.625, "step": 12, "n_elem": 3109, "target_elements": 4000, "gap": 891, "cutoff_score": 0.08823412656784058, "num_tied_at_cutoff": 97, "score_decreased": true }, { "score_max": 0.08823412656784058, "score_mean": 0.06075851991772652, "score_p50": 0.062390949577093124, "score_p90": 0.07817232608795166, "fraction_gt1": 0.0, "n_inside": 1495, "n_interface": 2023, "n_outside": 0, "selected_inside_frac": 0.44761904761904764, "selected_interface_frac": 0.5523809523809524, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3518, "target_elements": 4000, "gap": 482, "cutoff_score": 0.07817232608795166, "num_tied_at_cutoff": 666, "score_decreased": true } ], "sample_id": 18, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.14326052300923375, "max_err": 0.3660686465385189, "actual_elements": 4010, "num_steps": 13, "num_solves": 1, "score_stats": [ { "score_max": 0.9824209809303284, "score_mean": 0.12232765555381775, "score_p50": 2.211448091316015e-08, "score_p90": 0.739281415939331, "fraction_gt1": 0.0, "n_inside": 68, "n_interface": 444, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9690935015678406, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.974609375, "score_mean": 0.09398568421602249, "score_p50": 2.911710907937959e-06, "score_p90": 0.4097967743873596, "fraction_gt1": 0.0, "n_inside": 134, "n_interface": 454, "n_outside": 0, "selected_inside_frac": 0.8235294117647058, "selected_interface_frac": 0.17647058823529413, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.3958333333333333, "step": 1, "n_elem": 588, "target_elements": 4000, "gap": 3412, "cutoff_score": 0.9499219655990601, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9775201678276062, "score_mean": 0.07953057438135147, "score_p50": 8.568990597268566e-05, "score_p90": 0.17509514093399048, "fraction_gt1": 0.0, "n_inside": 205, "n_interface": 485, "n_outside": 0, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.43749999999999994, "step": 2, "n_elem": 690, "target_elements": 4000, "gap": 3310, "cutoff_score": 0.9239787459373474, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9759549498558044, "score_mean": 0.11429779976606369, "score_p50": 0.0002495083608664572, "score_p90": 0.5701617002487183, "fraction_gt1": 0.0, "n_inside": 245, "n_interface": 551, "n_outside": 0, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.4479166666666667, "step": 3, "n_elem": 796, "target_elements": 4000, "gap": 3204, "cutoff_score": 0.8865976929664612, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9805507659912109, "score_mean": 0.14917604625225067, "score_p50": 0.0002460355462972075, "score_p90": 0.7157517671585083, "fraction_gt1": 0.0, "n_inside": 334, "n_interface": 602, "n_outside": 0, "selected_inside_frac": 0.6071428571428571, "selected_interface_frac": 0.39285714285714285, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 936, "target_elements": 4000, "gap": 3064, "cutoff_score": 0.9231388568878174, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9851996898651123, "score_mean": 0.15492717921733856, "score_p50": 0.00021296509657986462, "score_p90": 0.7898117303848267, "fraction_gt1": 0.0, "n_inside": 419, "n_interface": 689, "n_outside": 0, "selected_inside_frac": 0.8484848484848485, "selected_interface_frac": 0.15151515151515152, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.6666666666666667, "step": 5, "n_elem": 1108, "target_elements": 4000, "gap": 2892, "cutoff_score": 0.9495992660522461, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9798663258552551, "score_mean": 0.12905550003051758, "score_p50": 0.00045990588841959834, "score_p90": 0.6664384007453918, "fraction_gt1": 0.0, "n_inside": 567, "n_interface": 743, "n_outside": 0, "selected_inside_frac": 0.5128205128205128, "selected_interface_frac": 0.48717948717948717, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.7708333333333333, "step": 6, "n_elem": 1310, "target_elements": 4000, "gap": 2690, "cutoff_score": 0.9238672256469727, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9839729070663452, "score_mean": 0.11183256655931473, "score_p50": 0.0015131962718442082, "score_p90": 0.5506990551948547, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 854, "n_outside": 0, "selected_inside_frac": 0.3695652173913043, "selected_interface_frac": 0.6304347826086957, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.7916666666666667, "step": 7, "n_elem": 1539, "target_elements": 4000, "gap": 2461, "cutoff_score": 0.8679277896881104, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9874845147132874, "score_mean": 0.11207211762666702, "score_p50": 0.0029439995996654034, "score_p90": 0.4905548095703125, "fraction_gt1": 0.0, "n_inside": 781, "n_interface": 1031, "n_outside": 0, "selected_inside_frac": 0.24074074074074073, "selected_interface_frac": 0.7592592592592593, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.8958333333333333, "step": 8, "n_elem": 1812, "target_elements": 4000, "gap": 2188, "cutoff_score": 0.866354763507843, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.980680525302887, "score_mean": 0.13658343255519867, "score_p50": 0.003557974938303232, "score_p90": 0.5873838663101196, "fraction_gt1": 0.0, "n_inside": 867, "n_interface": 1261, "n_outside": 0, "selected_inside_frac": 0.2222222222222222, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.0, "selected_x_range": 0.71875, "selected_y_range": 0.9479166666666667, "step": 9, "n_elem": 2128, "target_elements": 4000, "gap": 1872, "cutoff_score": 0.8620074391365051, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9760388731956482, "score_mean": 0.16058382391929626, "score_p50": 0.0042586736381053925, "score_p90": 0.7092594504356384, "fraction_gt1": 0.0, "n_inside": 957, "n_interface": 1518, "n_outside": 0, "selected_inside_frac": 0.7432432432432432, "selected_interface_frac": 0.25675675675675674, "selected_outside_frac": 0.0, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.8854166666666666, "step": 10, "n_elem": 2475, "target_elements": 4000, "gap": 1525, "cutoff_score": 0.8988246321678162, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9891147613525391, "score_mean": 0.17210492491722107, "score_p50": 0.003883677301928401, "score_p90": 0.7735196352005005, "fraction_gt1": 0.0, "n_inside": 1288, "n_interface": 1629, "n_outside": 0, "selected_inside_frac": 0.40229885057471265, "selected_interface_frac": 0.5977011494252874, "selected_outside_frac": 0.0, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.9166666666666667, "step": 11, "n_elem": 2917, "target_elements": 4000, "gap": 1083, "cutoff_score": 0.9120863080024719, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9777413010597229, "score_mean": 0.164240300655365, "score_p50": 0.002658464014530182, "score_p90": 0.7412118911743164, "fraction_gt1": 0.0, "n_inside": 1488, "n_interface": 1933, "n_outside": 0, "selected_inside_frac": 0.5098039215686274, "selected_interface_frac": 0.49019607843137253, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9479166666666667, "step": 12, "n_elem": 3421, "target_elements": 4000, "gap": 579, "cutoff_score": 0.915090799331665, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 18, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.14050734859465439, "max_err": 0.37260091305497806, "actual_elements": 4082, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 2.7635397911071777, "score_mean": 3.2782554626464844e-07, "score_p50": -0.40700775384902954, "score_p90": 2.222975969314575, "fraction_gt1": 0.1328125, "n_inside": 68, "n_interface": 444, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 2.7405149936676025, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.39369797706604, "score_mean": -1.9462740752373975e-08, "score_p50": -0.3635123372077942, "score_p90": 0.6417871117591858, "fraction_gt1": 0.08673469387755102, "n_inside": 134, "n_interface": 454, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3958333333333333, "step": 1, "n_elem": 588, "target_elements": 4000, "gap": 3412, "cutoff_score": 3.3324460983276367, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.614664554595947, "score_mean": -6.134747110309036e-08, "score_p50": -0.35310542583465576, "score_p90": 1.1473751068115234, "fraction_gt1": 0.1154970760233918, "n_inside": 211, "n_interface": 473, "n_outside": 0, "selected_inside_frac": 0.85, "selected_interface_frac": 0.15, "selected_outside_frac": 0.0, "selected_x_range": 0.30208333333333337, "selected_y_range": 0.3645833333333333, "step": 2, "n_elem": 684, "target_elements": 4000, "gap": 3316, "cutoff_score": 1.8244867324829102, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.126037120819092, "score_mean": 2.3061141973812482e-07, "score_p50": -0.29996800422668457, "score_p90": 1.2829740047454834, "fraction_gt1": 0.12720403022670027, "n_inside": 297, "n_interface": 497, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.3125, "step": 3, "n_elem": 794, "target_elements": 4000, "gap": 3206, "cutoff_score": 1.8351387977600098, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0212202072143555, "score_mean": 2.4245957774837734e-07, "score_p50": -0.09745994210243225, "score_p90": 1.3688790798187256, "fraction_gt1": 0.1408898305084746, "n_inside": 404, "n_interface": 540, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.34375000000000006, "step": 4, "n_elem": 944, "target_elements": 4000, "gap": 3056, "cutoff_score": 1.8058165311813354, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.097609043121338, "score_mean": 0.0, "score_p50": -0.009419769048690796, "score_p90": 1.4769212007522583, "fraction_gt1": 0.13883847549909256, "n_inside": 546, "n_interface": 556, "n_outside": 0, "selected_inside_frac": 0.7575757575757576, "selected_interface_frac": 0.24242424242424243, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.5, "step": 5, "n_elem": 1102, "target_elements": 4000, "gap": 2898, "cutoff_score": 1.5830546617507935, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1776115894317627, "score_mean": -2.3804663129567416e-08, "score_p50": -0.03364501893520355, "score_p90": 1.432813048362732, "fraction_gt1": 0.1419656786271451, "n_inside": 648, "n_interface": 634, "n_outside": 0, "selected_inside_frac": 0.4473684210526316, "selected_interface_frac": 0.5526315789473685, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.625, "step": 6, "n_elem": 1282, "target_elements": 4000, "gap": 2718, "cutoff_score": 1.7805255651474, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.557999610900879, "score_mean": 1.2288957407236012e-07, "score_p50": -0.4401373267173767, "score_p90": 1.2766480445861816, "fraction_gt1": 0.11610738255033556, "n_inside": 730, "n_interface": 760, "n_outside": 0, "selected_inside_frac": 0.2727272727272727, "selected_interface_frac": 0.7272727272727273, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.6875, "step": 7, "n_elem": 1490, "target_elements": 4000, "gap": 2510, "cutoff_score": 2.123270034790039, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5054538249969482, "score_mean": 1.7951516895209352e-07, "score_p50": -0.3549685478210449, "score_p90": 1.0752314329147339, "fraction_gt1": 0.10764705882352942, "n_inside": 789, "n_interface": 911, "n_outside": 0, "selected_inside_frac": 0.19607843137254902, "selected_interface_frac": 0.803921568627451, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.875, "step": 8, "n_elem": 1700, "target_elements": 4000, "gap": 2300, "cutoff_score": 2.110211133956909, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4955995082855225, "score_mean": 1.7162237497814203e-07, "score_p50": -0.2758154571056366, "score_p90": 1.110772728919983, "fraction_gt1": 0.1165644171779141, "n_inside": 852, "n_interface": 1104, "n_outside": 0, "selected_inside_frac": 0.5172413793103449, "selected_interface_frac": 0.4827586206896552, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.78125, "step": 9, "n_elem": 1956, "target_elements": 4000, "gap": 2044, "cutoff_score": 1.8683909177780151, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3291072845458984, "score_mean": 6.754665093922085e-08, "score_p50": -0.17971833050251007, "score_p90": 1.167832374572754, "fraction_gt1": 0.1407702523240372, "n_inside": 1001, "n_interface": 1258, "n_outside": 0, "selected_inside_frac": 0.582089552238806, "selected_interface_frac": 0.417910447761194, "selected_outside_frac": 0.0, "selected_x_range": 0.8645833333333334, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2259, "target_elements": 4000, "gap": 1741, "cutoff_score": 1.7963166236877441, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.465984582901001, "score_mean": 0.0, "score_p50": -0.046994537115097046, "score_p90": 1.1491904258728027, "fraction_gt1": 0.14334213504337986, "n_inside": 1210, "n_interface": 1441, "n_outside": 0, "selected_inside_frac": 0.3037974683544304, "selected_interface_frac": 0.6962025316455697, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.9583333333333333, "step": 11, "n_elem": 2651, "target_elements": 4000, "gap": 1349, "cutoff_score": 1.6947910785675049, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.7662014961242676, "score_mean": -1.0051903132080042e-07, "score_p50": -0.3614617586135864, "score_p90": 1.1022484302520752, "fraction_gt1": 0.1297760210803689, "n_inside": 1328, "n_interface": 1708, "n_outside": 0, "selected_inside_frac": 0.4175824175824176, "selected_interface_frac": 0.5824175824175825, "selected_outside_frac": 0.0, "selected_x_range": 0.90625, "selected_y_range": 0.96875, "step": 12, "n_elem": 3036, "target_elements": 4000, "gap": 964, "cutoff_score": 1.588074803352356, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3945560455322266, "score_mean": 5.307405004373322e-08, "score_p50": -0.2475365251302719, "score_p90": 1.1626225709915161, "fraction_gt1": 0.14173913043478262, "n_inside": 1502, "n_interface": 1948, "n_outside": 0, "selected_inside_frac": 0.9805825242718447, "selected_interface_frac": 0.019417475728155338, "selected_outside_frac": 0.0, "selected_x_range": 0.44270833333333337, "selected_y_range": 0.6666666666666667, "step": 13, "n_elem": 3450, "target_elements": 4000, "gap": 550, "cutoff_score": 1.6406188011169434, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1332201957702637, "score_mean": 1.2389780579269427e-07, "score_p50": -0.08617517352104187, "score_p90": 1.2809889316558838, "fraction_gt1": 0.1395584876934788, "n_inside": 1977, "n_interface": 1964, "n_outside": 0, "selected_inside_frac": 0.7368421052631579, "selected_interface_frac": 0.2631578947368421, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333334, "step": 14, "n_elem": 3941, "target_elements": 4000, "gap": 59, "cutoff_score": 1.8073654174804688, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 18, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.14097731583445006, "max_err": 0.3708161028618547, "actual_elements": 8223, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 0.31268930435180664, "score_mean": 0.14973831176757812, "score_p50": 0.12478189915418625, "score_p90": 0.31268930435180664, "fraction_gt1": 0.0, "n_inside": 68, "n_interface": 444, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.3958333333333333, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.31268930435180664, "num_tied_at_cutoff": 68, "score_decreased": null }, { "score_max": 0.31268930435180664, "score_mean": 0.13647492229938507, "score_p50": 0.12478189915418625, "score_p90": 0.22110474109649658, "fraction_gt1": 0.0, "n_inside": 137, "n_interface": 499, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.2708333333333333, "step": 1, "n_elem": 636, "target_elements": 8000, "gap": 7364, "cutoff_score": 0.31268930435180664, "num_tied_at_cutoff": 32, "score_decreased": true }, { "score_max": 0.31268930435180664, "score_mean": 0.13158893585205078, "score_p50": 0.12478189915418625, "score_p90": 0.15634465217590332, "fraction_gt1": 0.0, "n_inside": 236, "n_interface": 502, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.375, "step": 2, "n_elem": 738, "target_elements": 8000, "gap": 7262, "cutoff_score": 0.22110474109649658, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.12223470211029053, "score_p50": 0.12478189915418625, "score_p90": 0.15634465217590332, "fraction_gt1": 0.0, "n_inside": 333, "n_interface": 529, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.40625000000000006, "step": 3, "n_elem": 862, "target_elements": 8000, "gap": 7138, "cutoff_score": 0.15634465217590332, "num_tied_at_cutoff": 206, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.10438445955514908, "score_p50": 0.11055237054824829, "score_p90": 0.15634465217590332, "fraction_gt1": 0.0, "n_inside": 452, "n_interface": 652, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.34374999999999994, "selected_y_range": 0.3541666666666667, "step": 4, "n_elem": 1104, "target_elements": 8000, "gap": 6896, "cutoff_score": 0.15634465217590332, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.0968390479683876, "score_p50": 0.11055237054824829, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 626, "n_interface": 664, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.22916666666666669, "step": 5, "n_elem": 1290, "target_elements": 8000, "gap": 6710, "cutoff_score": 0.15634465217590332, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.15634465217590332, "score_mean": 0.0913110002875328, "score_p50": 0.07817232608795166, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 806, "n_interface": 664, "n_outside": 0, "selected_inside_frac": 0.7727272727272727, "selected_interface_frac": 0.22727272727272727, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5, "step": 6, "n_elem": 1470, "target_elements": 8000, "gap": 6530, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 384, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.08635908365249634, "score_p50": 0.07817232608795166, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 730, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.6458333333333333, "step": 7, "n_elem": 1660, "target_elements": 8000, "gap": 6340, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 358, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.08083821088075638, "score_p50": 0.07817232608795166, "score_p90": 0.12478189915418625, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 967, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.875, "step": 8, "n_elem": 1897, "target_elements": 8000, "gap": 6103, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 270, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.07588154077529907, "score_p50": 0.07817232608795166, "score_p90": 0.11055237054824829, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 1243, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 2173, "target_elements": 8000, "gap": 5827, "cutoff_score": 0.12478189915418625, "num_tied_at_cutoff": 174, "score_decreased": true }, { "score_max": 0.12478189915418625, "score_mean": 0.07186287641525269, "score_p50": 0.062390949577093124, "score_p90": 0.08823412656784058, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 1534, "n_outside": 0, "selected_inside_frac": 0.0136986301369863, "selected_interface_frac": 0.9863013698630136, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2464, "target_elements": 8000, "gap": 5536, "cutoff_score": 0.11055237054824829, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.11055237054824829, "score_mean": 0.06896433979272842, "score_p50": 0.062390949577093124, "score_p90": 0.07817232608795166, "fraction_gt1": 0.0, "n_inside": 936, "n_interface": 1781, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.36979166666666663, "selected_y_range": 0.390625, "step": 11, "n_elem": 2717, "target_elements": 8000, "gap": 5283, "cutoff_score": 0.11055237054824829, "num_tied_at_cutoff": 143, "score_decreased": true }, { "score_max": 0.11055237054824829, "score_mean": 0.06450492143630981, "score_p50": 0.062390949577093124, "score_p90": 0.07817232608795166, "fraction_gt1": 0.0, "n_inside": 1271, "n_interface": 1838, "n_outside": 0, "selected_inside_frac": 0.6021505376344086, "selected_interface_frac": 0.3978494623655914, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.625, "step": 12, "n_elem": 3109, "target_elements": 8000, "gap": 4891, "cutoff_score": 0.08823412656784058, "num_tied_at_cutoff": 97, "score_decreased": true }, { "score_max": 0.08823412656784058, "score_mean": 0.06075851991772652, "score_p50": 0.062390949577093124, "score_p90": 0.07817232608795166, "fraction_gt1": 0.0, "n_inside": 1495, "n_interface": 2023, "n_outside": 0, "selected_inside_frac": 0.44761904761904764, "selected_interface_frac": 0.5523809523809524, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3518, "target_elements": 8000, "gap": 4482, "cutoff_score": 0.07817232608795166, "num_tied_at_cutoff": 666, "score_decreased": true }, { "score_max": 0.07817232608795166, "score_mean": 0.054812364280223846, "score_p50": 0.055276185274124146, "score_p90": 0.07817232608795166, "fraction_gt1": 0.0, "n_inside": 1709, "n_interface": 2477, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.3802083333333333, "step": 14, "n_elem": 4186, "target_elements": 8000, "gap": 3814, "cutoff_score": 0.07817232608795166, "num_tied_at_cutoff": 570, "score_decreased": true }, { "score_max": 0.07817232608795166, "score_mean": 0.051543835550546646, "score_p50": 0.055276185274124146, "score_p90": 0.062390949577093124, "fraction_gt1": 0.0, "n_inside": 2240, "n_interface": 2480, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.30208333333333326, "selected_y_range": 0.3020833333333333, "step": 15, "n_elem": 4720, "target_elements": 8000, "gap": 3280, "cutoff_score": 0.07817232608795166, "num_tied_at_cutoff": 402, "score_decreased": true }, { "score_max": 0.07817232608795166, "score_mean": 0.048662297427654266, "score_p50": 0.04411706328392029, "score_p90": 0.062390949577093124, "fraction_gt1": 0.0, "n_inside": 2840, "n_interface": 2480, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.22395833333333331, "step": 16, "n_elem": 5320, "target_elements": 8000, "gap": 2680, "cutoff_score": 0.07817232608795166, "num_tied_at_cutoff": 206, "score_decreased": true }, { "score_max": 0.07817232608795166, "score_mean": 0.046394795179367065, "score_p50": 0.03908616304397583, "score_p90": 0.062390949577093124, "fraction_gt1": 0.0, "n_inside": 3426, "n_interface": 2480, "n_outside": 0, "selected_inside_frac": 0.14689265536723164, "selected_interface_frac": 0.8531073446327684, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.59375, "step": 17, "n_elem": 5906, "target_elements": 8000, "gap": 2094, "cutoff_score": 0.062390949577093124, "num_tied_at_cutoff": 1338, "score_decreased": true }, { "score_max": 0.062390949577093124, "score_mean": 0.04355202987790108, "score_p50": 0.03908616304397583, "score_p90": 0.062390949577093124, "fraction_gt1": 0.0, "n_inside": 3520, "n_interface": 3146, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.71875, "step": 18, "n_elem": 6666, "target_elements": 8000, "gap": 1334, "cutoff_score": 0.062390949577093124, "num_tied_at_cutoff": 1108, "score_decreased": true }, { "score_max": 0.062390949577093124, "score_mean": 0.04107441380620003, "score_p50": 0.03908616304397583, "score_p90": 0.062390949577093124, "fraction_gt1": 0.0, "n_inside": 3520, "n_interface": 3958, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.90625, "step": 19, "n_elem": 7478, "target_elements": 8000, "gap": 522, "cutoff_score": 0.062390949577093124, "num_tied_at_cutoff": 844, "score_decreased": true } ], "sample_id": 18, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.1399189779528564, "max_err": 0.3717193519338115, "actual_elements": 8449, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9824209809303284, "score_mean": 0.12232765555381775, "score_p50": 2.211448091316015e-08, "score_p90": 0.739281415939331, "fraction_gt1": 0.0, "n_inside": 68, "n_interface": 444, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9690935015678406, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.974609375, "score_mean": 0.09398568421602249, "score_p50": 2.911710907937959e-06, "score_p90": 0.4097967743873596, "fraction_gt1": 0.0, "n_inside": 134, "n_interface": 454, "n_outside": 0, "selected_inside_frac": 0.8235294117647058, "selected_interface_frac": 0.17647058823529413, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.3958333333333333, "step": 1, "n_elem": 588, "target_elements": 8000, "gap": 7412, "cutoff_score": 0.9499219655990601, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9775201678276062, "score_mean": 0.07953057438135147, "score_p50": 8.568990597268566e-05, "score_p90": 0.17509514093399048, "fraction_gt1": 0.0, "n_inside": 205, "n_interface": 485, "n_outside": 0, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.43749999999999994, "step": 2, "n_elem": 690, "target_elements": 8000, "gap": 7310, "cutoff_score": 0.9239787459373474, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9759549498558044, "score_mean": 0.11429779976606369, "score_p50": 0.0002495083608664572, "score_p90": 0.5701617002487183, "fraction_gt1": 0.0, "n_inside": 245, "n_interface": 551, "n_outside": 0, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.4479166666666667, "step": 3, "n_elem": 796, "target_elements": 8000, "gap": 7204, "cutoff_score": 0.8865976929664612, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9805507659912109, "score_mean": 0.14917604625225067, "score_p50": 0.0002460355462972075, "score_p90": 0.7157517671585083, "fraction_gt1": 0.0, "n_inside": 334, "n_interface": 602, "n_outside": 0, "selected_inside_frac": 0.6071428571428571, "selected_interface_frac": 0.39285714285714285, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 936, "target_elements": 8000, "gap": 7064, "cutoff_score": 0.9231388568878174, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9851996898651123, "score_mean": 0.15492717921733856, "score_p50": 0.00021296509657986462, "score_p90": 0.7898117303848267, "fraction_gt1": 0.0, "n_inside": 419, "n_interface": 689, "n_outside": 0, "selected_inside_frac": 0.8484848484848485, "selected_interface_frac": 0.15151515151515152, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.6666666666666667, "step": 5, "n_elem": 1108, "target_elements": 8000, "gap": 6892, "cutoff_score": 0.9495992660522461, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9798663258552551, "score_mean": 0.12905550003051758, "score_p50": 0.00045990588841959834, "score_p90": 0.6664384007453918, "fraction_gt1": 0.0, "n_inside": 567, "n_interface": 743, "n_outside": 0, "selected_inside_frac": 0.5128205128205128, "selected_interface_frac": 0.48717948717948717, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.7708333333333333, "step": 6, "n_elem": 1310, "target_elements": 8000, "gap": 6690, "cutoff_score": 0.9238672256469727, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9839729070663452, "score_mean": 0.11183256655931473, "score_p50": 0.0015131962718442082, "score_p90": 0.5506990551948547, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 854, "n_outside": 0, "selected_inside_frac": 0.3695652173913043, "selected_interface_frac": 0.6304347826086957, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.7916666666666667, "step": 7, "n_elem": 1539, "target_elements": 8000, "gap": 6461, "cutoff_score": 0.8679277896881104, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9874845147132874, "score_mean": 0.11207211762666702, "score_p50": 0.0029439995996654034, "score_p90": 0.4905548095703125, "fraction_gt1": 0.0, "n_inside": 781, "n_interface": 1031, "n_outside": 0, "selected_inside_frac": 0.24074074074074073, "selected_interface_frac": 0.7592592592592593, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.8958333333333333, "step": 8, "n_elem": 1812, "target_elements": 8000, "gap": 6188, "cutoff_score": 0.866354763507843, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.980680525302887, "score_mean": 0.13658343255519867, "score_p50": 0.003557974938303232, "score_p90": 0.5873838663101196, "fraction_gt1": 0.0, "n_inside": 867, "n_interface": 1261, "n_outside": 0, "selected_inside_frac": 0.2222222222222222, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.0, "selected_x_range": 0.71875, "selected_y_range": 0.9479166666666667, "step": 9, "n_elem": 2128, "target_elements": 8000, "gap": 5872, "cutoff_score": 0.8620074391365051, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9760388731956482, "score_mean": 0.16058382391929626, "score_p50": 0.0042586736381053925, "score_p90": 0.7092594504356384, "fraction_gt1": 0.0, "n_inside": 957, "n_interface": 1518, "n_outside": 0, "selected_inside_frac": 0.7432432432432432, "selected_interface_frac": 0.25675675675675674, "selected_outside_frac": 0.0, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.8854166666666666, "step": 10, "n_elem": 2475, "target_elements": 8000, "gap": 5525, "cutoff_score": 0.8988246321678162, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9891147613525391, "score_mean": 0.17210492491722107, "score_p50": 0.003883677301928401, "score_p90": 0.7735196352005005, "fraction_gt1": 0.0, "n_inside": 1288, "n_interface": 1629, "n_outside": 0, "selected_inside_frac": 0.40229885057471265, "selected_interface_frac": 0.5977011494252874, "selected_outside_frac": 0.0, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.9166666666666667, "step": 11, "n_elem": 2917, "target_elements": 8000, "gap": 5083, "cutoff_score": 0.9120863080024719, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9777413010597229, "score_mean": 0.164240300655365, "score_p50": 0.002658464014530182, "score_p90": 0.7412118911743164, "fraction_gt1": 0.0, "n_inside": 1488, "n_interface": 1933, "n_outside": 0, "selected_inside_frac": 0.5098039215686274, "selected_interface_frac": 0.49019607843137253, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9479166666666667, "step": 12, "n_elem": 3421, "target_elements": 8000, "gap": 4579, "cutoff_score": 0.915090799331665, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9837896227836609, "score_mean": 0.15637166798114777, "score_p50": 0.0025050416588783264, "score_p90": 0.7034538388252258, "fraction_gt1": 0.0, "n_inside": 1776, "n_interface": 2234, "n_outside": 0, "selected_inside_frac": 0.3333333333333333, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.96875, "step": 13, "n_elem": 4010, "target_elements": 8000, "gap": 3990, "cutoff_score": 0.8855765461921692, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9835648536682129, "score_mean": 0.14725930988788605, "score_p50": 0.00266857398673892, "score_p90": 0.6895186305046082, "fraction_gt1": 0.0, "n_inside": 2026, "n_interface": 2662, "n_outside": 0, "selected_inside_frac": 0.37142857142857144, "selected_interface_frac": 0.6285714285714286, "selected_outside_frac": 0.0, "selected_x_range": 0.9739583333333333, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 4688, "target_elements": 8000, "gap": 3312, "cutoff_score": 0.872140645980835, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9716002345085144, "score_mean": 0.1446654200553894, "score_p50": 0.0027139969170093536, "score_p90": 0.6582590937614441, "fraction_gt1": 0.0, "n_inside": 2344, "n_interface": 3151, "n_outside": 0, "selected_inside_frac": 0.36585365853658536, "selected_interface_frac": 0.6341463414634146, "selected_outside_frac": 0.0, "selected_x_range": 0.671875, "selected_y_range": 0.9375, "step": 15, "n_elem": 5495, "target_elements": 8000, "gap": 2505, "cutoff_score": 0.864945650100708, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9665747880935669, "score_mean": 0.14732791483402252, "score_p50": 0.003320016898214817, "score_p90": 0.6779677271842957, "fraction_gt1": 0.0, "n_inside": 2703, "n_interface": 3709, "n_outside": 0, "selected_inside_frac": 0.453125, "selected_interface_frac": 0.546875, "selected_outside_frac": 0.0, "selected_x_range": 0.734375, "selected_y_range": 0.9479166666666667, "step": 16, "n_elem": 6412, "target_elements": 8000, "gap": 1588, "cutoff_score": 0.8784128427505493, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9848968982696533, "score_mean": 0.14348389208316803, "score_p50": 0.004366714041680098, "score_p90": 0.6430350542068481, "fraction_gt1": 0.0, "n_inside": 3229, "n_interface": 4317, "n_outside": 0, "selected_inside_frac": 0.48344370860927155, "selected_interface_frac": 0.5165562913907285, "selected_outside_frac": 0.0, "selected_x_range": 0.7552083333333333, "selected_y_range": 0.875, "step": 17, "n_elem": 7546, "target_elements": 8000, "gap": 454, "cutoff_score": 0.905209481716156, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 18, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.14214791110892216, "max_err": 0.3695234902420778, "actual_elements": 8173, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 2.7635397911071777, "score_mean": 3.2782554626464844e-07, "score_p50": -0.40700775384902954, "score_p90": 2.222975969314575, "fraction_gt1": 0.1328125, "n_inside": 68, "n_interface": 444, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 2.7405149936676025, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.39369797706604, "score_mean": -1.9462740752373975e-08, "score_p50": -0.3635123372077942, "score_p90": 0.6417871117591858, "fraction_gt1": 0.08673469387755102, "n_inside": 134, "n_interface": 454, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3958333333333333, "step": 1, "n_elem": 588, "target_elements": 8000, "gap": 7412, "cutoff_score": 3.3324460983276367, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.614664554595947, "score_mean": -6.134747110309036e-08, "score_p50": -0.35310542583465576, "score_p90": 1.1473751068115234, "fraction_gt1": 0.1154970760233918, "n_inside": 211, "n_interface": 473, "n_outside": 0, "selected_inside_frac": 0.85, "selected_interface_frac": 0.15, "selected_outside_frac": 0.0, "selected_x_range": 0.30208333333333337, "selected_y_range": 0.3645833333333333, "step": 2, "n_elem": 684, "target_elements": 8000, "gap": 7316, "cutoff_score": 1.8244867324829102, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.126037120819092, "score_mean": 2.3061141973812482e-07, "score_p50": -0.29996800422668457, "score_p90": 1.2829740047454834, "fraction_gt1": 0.12720403022670027, "n_inside": 297, "n_interface": 497, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.3125, "step": 3, "n_elem": 794, "target_elements": 8000, "gap": 7206, "cutoff_score": 1.8351387977600098, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0212202072143555, "score_mean": 2.4245957774837734e-07, "score_p50": -0.09745994210243225, "score_p90": 1.3688790798187256, "fraction_gt1": 0.1408898305084746, "n_inside": 404, "n_interface": 540, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.34375000000000006, "step": 4, "n_elem": 944, "target_elements": 8000, "gap": 7056, "cutoff_score": 1.8058165311813354, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.097609043121338, "score_mean": 0.0, "score_p50": -0.009419769048690796, "score_p90": 1.4769212007522583, "fraction_gt1": 0.13883847549909256, "n_inside": 546, "n_interface": 556, "n_outside": 0, "selected_inside_frac": 0.7575757575757576, "selected_interface_frac": 0.24242424242424243, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.5, "step": 5, "n_elem": 1102, "target_elements": 8000, "gap": 6898, "cutoff_score": 1.5830546617507935, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1776115894317627, "score_mean": -2.3804663129567416e-08, "score_p50": -0.03364501893520355, "score_p90": 1.432813048362732, "fraction_gt1": 0.1419656786271451, "n_inside": 648, "n_interface": 634, "n_outside": 0, "selected_inside_frac": 0.4473684210526316, "selected_interface_frac": 0.5526315789473685, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.625, "step": 6, "n_elem": 1282, "target_elements": 8000, "gap": 6718, "cutoff_score": 1.7805255651474, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.557999610900879, "score_mean": 1.2288957407236012e-07, "score_p50": -0.4401373267173767, "score_p90": 1.2766480445861816, "fraction_gt1": 0.11610738255033556, "n_inside": 730, "n_interface": 760, "n_outside": 0, "selected_inside_frac": 0.2727272727272727, "selected_interface_frac": 0.7272727272727273, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.6875, "step": 7, "n_elem": 1490, "target_elements": 8000, "gap": 6510, "cutoff_score": 2.123270034790039, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5054538249969482, "score_mean": 1.7951516895209352e-07, "score_p50": -0.3549685478210449, "score_p90": 1.0752314329147339, "fraction_gt1": 0.10764705882352942, "n_inside": 789, "n_interface": 911, "n_outside": 0, "selected_inside_frac": 0.19607843137254902, "selected_interface_frac": 0.803921568627451, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.875, "step": 8, "n_elem": 1700, "target_elements": 8000, "gap": 6300, "cutoff_score": 2.110211133956909, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4955995082855225, "score_mean": 1.7162237497814203e-07, "score_p50": -0.2758154571056366, "score_p90": 1.110772728919983, "fraction_gt1": 0.1165644171779141, "n_inside": 852, "n_interface": 1104, "n_outside": 0, "selected_inside_frac": 0.5172413793103449, "selected_interface_frac": 0.4827586206896552, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.78125, "step": 9, "n_elem": 1956, "target_elements": 8000, "gap": 6044, "cutoff_score": 1.8683909177780151, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3291072845458984, "score_mean": 6.754665093922085e-08, "score_p50": -0.17971833050251007, "score_p90": 1.167832374572754, "fraction_gt1": 0.1407702523240372, "n_inside": 1001, "n_interface": 1258, "n_outside": 0, "selected_inside_frac": 0.582089552238806, "selected_interface_frac": 0.417910447761194, "selected_outside_frac": 0.0, "selected_x_range": 0.8645833333333334, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2259, "target_elements": 8000, "gap": 5741, "cutoff_score": 1.7963166236877441, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.465984582901001, "score_mean": 0.0, "score_p50": -0.046994537115097046, "score_p90": 1.1491904258728027, "fraction_gt1": 0.14334213504337986, "n_inside": 1210, "n_interface": 1441, "n_outside": 0, "selected_inside_frac": 0.3037974683544304, "selected_interface_frac": 0.6962025316455697, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.9583333333333333, "step": 11, "n_elem": 2651, "target_elements": 8000, "gap": 5349, "cutoff_score": 1.6947910785675049, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.7662014961242676, "score_mean": -1.0051903132080042e-07, "score_p50": -0.3614617586135864, "score_p90": 1.1022484302520752, "fraction_gt1": 0.1297760210803689, "n_inside": 1328, "n_interface": 1708, "n_outside": 0, "selected_inside_frac": 0.4175824175824176, "selected_interface_frac": 0.5824175824175825, "selected_outside_frac": 0.0, "selected_x_range": 0.90625, "selected_y_range": 0.96875, "step": 12, "n_elem": 3036, "target_elements": 8000, "gap": 4964, "cutoff_score": 1.588074803352356, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3945560455322266, "score_mean": 5.307405004373322e-08, "score_p50": -0.2475365251302719, "score_p90": 1.1626225709915161, "fraction_gt1": 0.14173913043478262, "n_inside": 1502, "n_interface": 1948, "n_outside": 0, "selected_inside_frac": 0.9805825242718447, "selected_interface_frac": 0.019417475728155338, "selected_outside_frac": 0.0, "selected_x_range": 0.44270833333333337, "selected_y_range": 0.6666666666666667, "step": 13, "n_elem": 3450, "target_elements": 8000, "gap": 4550, "cutoff_score": 1.6406188011169434, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1332201957702637, "score_mean": 1.2389780579269427e-07, "score_p50": -0.08617517352104187, "score_p90": 1.2809889316558838, "fraction_gt1": 0.1395584876934788, "n_inside": 1977, "n_interface": 1964, "n_outside": 0, "selected_inside_frac": 0.9152542372881356, "selected_interface_frac": 0.0847457627118644, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.6666666666666667, "step": 14, "n_elem": 3941, "target_elements": 8000, "gap": 4059, "cutoff_score": 1.574336290359497, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.258223056793213, "score_mean": 2.692331513287627e-08, "score_p50": -0.16396503150463104, "score_p90": 1.3149898052215576, "fraction_gt1": 0.14005293339214822, "n_inside": 2443, "n_interface": 2091, "n_outside": 0, "selected_inside_frac": 0.41911764705882354, "selected_interface_frac": 0.5808823529411765, "selected_outside_frac": 0.0, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.9583333333333334, "step": 15, "n_elem": 4534, "target_elements": 8000, "gap": 3466, "cutoff_score": 1.5277501344680786, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2513508796691895, "score_mean": 6.986091705130093e-08, "score_p50": -0.038617730140686035, "score_p90": 1.1824110746383667, "fraction_gt1": 0.1316291491797024, "n_inside": 2738, "n_interface": 2504, "n_outside": 0, "selected_inside_frac": 0.16560509554140126, "selected_interface_frac": 0.8343949044585988, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.90625, "step": 16, "n_elem": 5242, "target_elements": 8000, "gap": 2758, "cutoff_score": 1.7482305765151978, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.389805555343628, "score_mean": -4.0758035169119466e-08, "score_p50": -0.3082156777381897, "score_p90": 1.1722038984298706, "fraction_gt1": 0.12554257095158597, "n_inside": 2885, "n_interface": 3105, "n_outside": 0, "selected_inside_frac": 0.12290502793296089, "selected_interface_frac": 0.8770949720670391, "selected_outside_frac": 0.0, "selected_x_range": 0.875, "selected_y_range": 0.9791666666666667, "step": 17, "n_elem": 5990, "target_elements": 8000, "gap": 2010, "cutoff_score": 1.7906746864318848, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5974299907684326, "score_mean": -3.58977523262638e-08, "score_p50": -0.3442285358905792, "score_p90": 1.107119083404541, "fraction_gt1": 0.10645493309807381, "n_inside": 3010, "n_interface": 3791, "n_outside": 0, "selected_inside_frac": 0.7009803921568627, "selected_interface_frac": 0.29901960784313725, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.9791666666666667, "step": 18, "n_elem": 6801, "target_elements": 8000, "gap": 1199, "cutoff_score": 1.7197120189666748, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.7177939414978027, "score_mean": 2.1828897445175244e-07, "score_p50": -0.29585492610931396, "score_p90": 0.9740715026855469, "fraction_gt1": 0.09349853110231192, "n_inside": 3746, "n_interface": 4083, "n_outside": 0, "selected_inside_frac": 0.631578947368421, "selected_interface_frac": 0.3684210526315789, "selected_outside_frac": 0.0, "selected_x_range": 0.7421875, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 7829, "target_elements": 8000, "gap": 171, "cutoff_score": 1.9306113719940186, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 18, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.2709790455376742, "max_err": 0.19545529584205285, "actual_elements": 2077, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.3139084279537201, "score_mean": 0.19560372829437256, "score_p50": 0.182230144739151, "score_p90": 0.3007405996322632, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 344, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.33333333333333326, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.3139084279537201, "num_tied_at_cutoff": 52, "score_decreased": null }, { "score_max": 0.3139084279537201, "score_mean": 0.17798875272274017, "score_p50": 0.182230144739151, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 110, "n_interface": 388, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 614, "target_elements": 2000, "gap": 1386, "cutoff_score": 0.3139084279537201, "num_tied_at_cutoff": 22, "score_decreased": true }, { "score_max": 0.22196677327156067, "score_mean": 0.16949792206287384, "score_p50": 0.182230144739151, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 190, "n_interface": 388, "n_outside": 116, "selected_inside_frac": 0.7, "selected_interface_frac": 0.3, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.32291666666666663, "step": 2, "n_elem": 694, "target_elements": 2000, "gap": 1306, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 434, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.1553240418434143, "score_p50": 0.182230144739151, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 436, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.5416666666666667, "step": 3, "n_elem": 804, "target_elements": 2000, "gap": 1196, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 418, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.14170286059379578, "score_p50": 0.15695421397686005, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 573, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.625, "step": 4, "n_elem": 941, "target_elements": 2000, "gap": 1059, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 366, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.13121397793293, "score_p50": 0.12885616719722748, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 714, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1082, "target_elements": 2000, "gap": 918, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 316, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.12159214168787003, "score_p50": 0.0911150723695755, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 888, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.8125, "step": 6, "n_elem": 1256, "target_elements": 2000, "gap": 744, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 250, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.11344945430755615, "score_p50": 0.0911150723695755, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 1084, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1452, "target_elements": 2000, "gap": 548, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.10652299970388412, "score_p50": 0.0911150723695755, "score_p90": 0.15695421397686005, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 1288, "n_outside": 137, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1677, "target_elements": 2000, "gap": 323, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 94, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.10140486806631088, "score_p50": 0.0911150723695755, "score_p90": 0.12885616719722748, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 1296, "n_outside": 339, "selected_inside_frac": 0.2972972972972973, "selected_interface_frac": 0.0, "selected_outside_frac": 0.7027027027027027, "selected_x_range": 0.90625, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 1887, "target_elements": 2000, "gap": 113, "cutoff_score": 0.15695421397686005, "num_tied_at_cutoff": 157, "score_decreased": true } ], "sample_id": 22, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.27467565094056906, "max_err": 0.196849284584513, "actual_elements": 2055, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9891124367713928, "score_mean": 0.11546915769577026, "score_p50": 5.662667001971045e-10, "score_p90": 0.6390256881713867, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 344, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9734729528427124, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9766668081283569, "score_mean": 0.09381262958049774, "score_p50": 1.354442602519157e-08, "score_p90": 0.4386219084262848, "fraction_gt1": 0.0, "n_inside": 121, "n_interface": 349, "n_outside": 116, "selected_inside_frac": 0.47058823529411764, "selected_interface_frac": 0.5294117647058824, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.375, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 0.9406792521476746, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9862961769104004, "score_mean": 0.05686844512820244, "score_p50": 1.8453270058671478e-06, "score_p90": 0.15268166363239288, "fraction_gt1": 0.0, "n_inside": 159, "n_interface": 422, "n_outside": 116, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.5625, "step": 2, "n_elem": 697, "target_elements": 2000, "gap": 1303, "cutoff_score": 0.7853129506111145, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9720667004585266, "score_mean": 0.09702292084693909, "score_p50": 7.242098945425823e-06, "score_p90": 0.46015769243240356, "fraction_gt1": 0.0, "n_inside": 197, "n_interface": 484, "n_outside": 116, "selected_inside_frac": 0.9565217391304348, "selected_interface_frac": 0.043478260869565216, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.26041666666666674, "step": 3, "n_elem": 797, "target_elements": 2000, "gap": 1203, "cutoff_score": 0.9390133619308472, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9862684607505798, "score_mean": 0.09238310903310776, "score_p50": 2.181318632210605e-05, "score_p90": 0.3561573326587677, "fraction_gt1": 0.0, "n_inside": 306, "n_interface": 493, "n_outside": 116, "selected_inside_frac": 0.48148148148148145, "selected_interface_frac": 0.5185185185185185, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.625, "step": 4, "n_elem": 915, "target_elements": 2000, "gap": 1085, "cutoff_score": 0.9441143274307251, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9888188242912292, "score_mean": 0.09381899237632751, "score_p50": 6.75135524943471e-05, "score_p90": 0.3909471333026886, "fraction_gt1": 0.0, "n_inside": 366, "n_interface": 586, "n_outside": 116, "selected_inside_frac": 0.5625, "selected_interface_frac": 0.4375, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.65625, "step": 5, "n_elem": 1068, "target_elements": 2000, "gap": 932, "cutoff_score": 0.8908727169036865, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9800784587860107, "score_mean": 0.09136144071817398, "score_p50": 0.00035227107582613826, "score_p90": 0.4002313017845154, "fraction_gt1": 0.0, "n_inside": 457, "n_interface": 677, "n_outside": 116, "selected_inside_frac": 0.2972972972972973, "selected_interface_frac": 0.7027027027027027, "selected_outside_frac": 0.0, "selected_x_range": 0.46875, "selected_y_range": 0.8125, "step": 6, "n_elem": 1250, "target_elements": 2000, "gap": 750, "cutoff_score": 0.8760324120521545, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9845714569091797, "score_mean": 0.08120784908533096, "score_p50": 0.0012864975724369287, "score_p90": 0.29707157611846924, "fraction_gt1": 0.0, "n_inside": 516, "n_interface": 840, "n_outside": 116, "selected_inside_frac": 0.4318181818181818, "selected_interface_frac": 0.5681818181818182, "selected_outside_frac": 0.0, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.8854166666666666, "step": 7, "n_elem": 1472, "target_elements": 2000, "gap": 528, "cutoff_score": 0.8196656107902527, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9773736000061035, "score_mean": 0.10020328313112259, "score_p50": 0.0022930586710572243, "score_p90": 0.37293145060539246, "fraction_gt1": 0.0, "n_inside": 605, "n_interface": 1026, "n_outside": 118, "selected_inside_frac": 0.34615384615384615, "selected_interface_frac": 0.6153846153846154, "selected_outside_frac": 0.038461538461538464, "selected_x_range": 0.59375, "selected_y_range": 0.96875, "step": 8, "n_elem": 1749, "target_elements": 2000, "gap": 251, "cutoff_score": 0.7764726877212524, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 22, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.27619993549164473, "max_err": 0.19689260198728098, "actual_elements": 2057, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 3.037043809890747, "score_mean": -7.450580596923828e-08, "score_p50": -0.37296217679977417, "score_p90": 1.347489356994629, "fraction_gt1": 0.119140625, "n_inside": 52, "n_interface": 344, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 3.0092978477478027, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.8148083686828613, "score_mean": 1.7576250854745012e-07, "score_p50": -0.21060621738433838, "score_p90": 0.8027170896530151, "fraction_gt1": 0.09897610921501707, "n_inside": 121, "n_interface": 349, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.33333333333333326, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 3.5117294788360596, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2117199897766113, "score_mean": 4.980613539373735e-07, "score_p50": 0.0768081545829773, "score_p90": 0.23117370903491974, "fraction_gt1": 0.08605341246290801, "n_inside": 187, "n_interface": 371, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.4583333333333333, "step": 2, "n_elem": 674, "target_elements": 2000, "gap": 1326, "cutoff_score": 2.188779830932617, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.7688426971435547, "score_mean": 8.882865643045079e-08, "score_p50": 0.1628483235836029, "score_p90": 0.8004462122917175, "fraction_gt1": 0.08279430789133248, "n_inside": 189, "n_interface": 468, "n_outside": 116, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 773, "target_elements": 2000, "gap": 1227, "cutoff_score": 1.8332608938217163, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4215011596679688, "score_mean": 6.744215852449997e-08, "score_p50": 0.2782990038394928, "score_p90": 0.7049338221549988, "fraction_gt1": 0.08287292817679558, "n_inside": 274, "n_interface": 515, "n_outside": 116, "selected_inside_frac": 0.7037037037037037, "selected_interface_frac": 0.2962962962962963, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.5625, "step": 4, "n_elem": 905, "target_elements": 2000, "gap": 1095, "cutoff_score": 2.035191059112549, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.379047393798828, "score_mean": -5.7853227986015554e-08, "score_p50": -0.03395324945449829, "score_p90": 0.8741037845611572, "fraction_gt1": 0.0909952606635071, "n_inside": 356, "n_interface": 583, "n_outside": 116, "selected_inside_frac": 0.7419354838709677, "selected_interface_frac": 0.25806451612903225, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.5416666666666667, "step": 5, "n_elem": 1055, "target_elements": 2000, "gap": 945, "cutoff_score": 1.9483797550201416, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.334571361541748, "score_mean": 9.876239204231752e-08, "score_p50": -0.3163306415081024, "score_p90": 1.0360510349273682, "fraction_gt1": 0.10275080906148867, "n_inside": 472, "n_interface": 648, "n_outside": 116, "selected_inside_frac": 0.4864864864864865, "selected_interface_frac": 0.5135135135135135, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.84375, "step": 6, "n_elem": 1236, "target_elements": 2000, "gap": 764, "cutoff_score": 1.7839512825012207, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4819271564483643, "score_mean": 6.335829283443672e-08, "score_p50": -0.4223827123641968, "score_p90": 1.1585137844085693, "fraction_gt1": 0.11003460207612457, "n_inside": 558, "n_interface": 771, "n_outside": 116, "selected_inside_frac": 0.18604651162790697, "selected_interface_frac": 0.7906976744186046, "selected_outside_frac": 0.023255813953488372, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.9479166666666667, "step": 7, "n_elem": 1445, "target_elements": 2000, "gap": 555, "cutoff_score": 1.8287936449050903, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5542376041412354, "score_mean": 3.6395441327385925e-08, "score_p50": -0.3820977210998535, "score_p90": 1.1320910453796387, "fraction_gt1": 0.12581991651759095, "n_inside": 602, "n_interface": 953, "n_outside": 122, "selected_inside_frac": 0.24, "selected_interface_frac": 0.76, "selected_outside_frac": 0.0, "selected_x_range": 0.6145833333333333, "selected_y_range": 0.8125, "step": 8, "n_elem": 1677, "target_elements": 2000, "gap": 323, "cutoff_score": 1.6299880743026733, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5852832794189453, "score_mean": -7.869411433603091e-08, "score_p50": -0.33461061120033264, "score_p90": 1.3114540576934814, "fraction_gt1": 0.15368746776689016, "n_inside": 660, "n_interface": 1157, "n_outside": 122, "selected_inside_frac": 0.1, "selected_interface_frac": 0.2, "selected_outside_frac": 0.7, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.9166666666666667, "step": 9, "n_elem": 1939, "target_elements": 2000, "gap": 61, "cutoff_score": 2.1003665924072266, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 22, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.2757269273076938, "max_err": 0.19537738354696688, "actual_elements": 4060, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.3139084279537201, "score_mean": 0.19560372829437256, "score_p50": 0.182230144739151, "score_p90": 0.3007405996322632, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 344, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.33333333333333326, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.3139084279537201, "num_tied_at_cutoff": 52, "score_decreased": null }, { "score_max": 0.3139084279537201, "score_mean": 0.17798875272274017, "score_p50": 0.182230144739151, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 110, "n_interface": 388, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 614, "target_elements": 4000, "gap": 3386, "cutoff_score": 0.3139084279537201, "num_tied_at_cutoff": 22, "score_decreased": true }, { "score_max": 0.22196677327156067, "score_mean": 0.16949792206287384, "score_p50": 0.182230144739151, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 190, "n_interface": 388, "n_outside": 116, "selected_inside_frac": 0.7, "selected_interface_frac": 0.3, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.32291666666666663, "step": 2, "n_elem": 694, "target_elements": 4000, "gap": 3306, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 434, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.1553240418434143, "score_p50": 0.182230144739151, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 436, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.5416666666666667, "step": 3, "n_elem": 804, "target_elements": 4000, "gap": 3196, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 418, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.14170286059379578, "score_p50": 0.15695421397686005, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 573, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.625, "step": 4, "n_elem": 941, "target_elements": 4000, "gap": 3059, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 366, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.13121397793293, "score_p50": 0.12885616719722748, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 714, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1082, "target_elements": 4000, "gap": 2918, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 316, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.12159214168787003, "score_p50": 0.0911150723695755, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 888, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.8125, "step": 6, "n_elem": 1256, "target_elements": 4000, "gap": 2744, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 250, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.11344945430755615, "score_p50": 0.0911150723695755, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 1084, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1452, "target_elements": 4000, "gap": 2548, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.10652299970388412, "score_p50": 0.0911150723695755, "score_p90": 0.15695421397686005, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 1288, "n_outside": 137, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1677, "target_elements": 4000, "gap": 2323, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 94, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.10140486806631088, "score_p50": 0.0911150723695755, "score_p90": 0.12885616719722748, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 1296, "n_outside": 339, "selected_inside_frac": 0.5357142857142857, "selected_interface_frac": 0.0, "selected_outside_frac": 0.4642857142857143, "selected_x_range": 0.90625, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 1887, "target_elements": 4000, "gap": 2113, "cutoff_score": 0.15695421397686005, "num_tied_at_cutoff": 157, "score_decreased": true }, { "score_max": 0.15695421397686005, "score_mean": 0.09410127997398376, "score_p50": 0.0911150723695755, "score_p90": 0.11098338663578033, "fraction_gt1": 0.0, "n_inside": 390, "n_interface": 1382, "n_outside": 427, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.26041666666666674, "selected_y_range": 0.22916666666666674, "step": 10, "n_elem": 2199, "target_elements": 4000, "gap": 1801, "cutoff_score": 0.15695421397686005, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.15695421397686005, "score_mean": 0.08970287442207336, "score_p50": 0.0911150723695755, "score_p90": 0.11098338663578033, "fraction_gt1": 0.0, "n_inside": 646, "n_interface": 1382, "n_outside": 427, "selected_inside_frac": 0.136986301369863, "selected_interface_frac": 0.863013698630137, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2455, "target_elements": 4000, "gap": 1545, "cutoff_score": 0.12885616719722748, "num_tied_at_cutoff": 123, "score_decreased": true }, { "score_max": 0.12885616719722748, "score_mean": 0.0840642899274826, "score_p50": 0.0911150723695755, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 688, "n_interface": 1672, "n_outside": 427, "selected_inside_frac": 0.2891566265060241, "selected_interface_frac": 0.3493975903614458, "selected_outside_frac": 0.3614457831325301, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2787, "target_elements": 4000, "gap": 1213, "cutoff_score": 0.11098338663578033, "num_tied_at_cutoff": 116, "score_decreased": true }, { "score_max": 0.11098338663578033, "score_mean": 0.07840277999639511, "score_p50": 0.07847710698843002, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 803, "n_interface": 1840, "n_outside": 545, "selected_inside_frac": 0.8210526315789474, "selected_interface_frac": 0.17894736842105263, "selected_outside_frac": 0.0, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.3958333333333333, "step": 13, "n_elem": 3188, "target_elements": 4000, "gap": 812, "cutoff_score": 0.0911150723695755, "num_tied_at_cutoff": 1364, "score_decreased": true }, { "score_max": 0.0911150723695755, "score_mean": 0.07348944991827011, "score_p50": 0.07847710698843002, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 1110, "n_interface": 1939, "n_outside": 545, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.46875, "selected_y_range": 0.53125, "step": 14, "n_elem": 3594, "target_elements": 4000, "gap": 406, "cutoff_score": 0.0911150723695755, "num_tied_at_cutoff": 1326, "score_decreased": true } ], "sample_id": 22, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.26958023545474413, "max_err": 0.19463266860051565, "actual_elements": 4146, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9891124367713928, "score_mean": 0.11546915769577026, "score_p50": 5.662667001971045e-10, "score_p90": 0.6390256881713867, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 344, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9734729528427124, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9766668081283569, "score_mean": 0.09381262958049774, "score_p50": 1.354442602519157e-08, "score_p90": 0.4386219084262848, "fraction_gt1": 0.0, "n_inside": 121, "n_interface": 349, "n_outside": 116, "selected_inside_frac": 0.47058823529411764, "selected_interface_frac": 0.5294117647058824, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.375, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 0.9406792521476746, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9862961769104004, "score_mean": 0.05686844512820244, "score_p50": 1.8453270058671478e-06, "score_p90": 0.15268166363239288, "fraction_gt1": 0.0, "n_inside": 159, "n_interface": 422, "n_outside": 116, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.5625, "step": 2, "n_elem": 697, "target_elements": 4000, "gap": 3303, "cutoff_score": 0.7853129506111145, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9720667004585266, "score_mean": 0.09702292084693909, "score_p50": 7.242098945425823e-06, "score_p90": 0.46015769243240356, "fraction_gt1": 0.0, "n_inside": 197, "n_interface": 484, "n_outside": 116, "selected_inside_frac": 0.9565217391304348, "selected_interface_frac": 0.043478260869565216, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.26041666666666674, "step": 3, "n_elem": 797, "target_elements": 4000, "gap": 3203, "cutoff_score": 0.9390133619308472, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9862684607505798, "score_mean": 0.09238310903310776, "score_p50": 2.181318632210605e-05, "score_p90": 0.3561573326587677, "fraction_gt1": 0.0, "n_inside": 306, "n_interface": 493, "n_outside": 116, "selected_inside_frac": 0.48148148148148145, "selected_interface_frac": 0.5185185185185185, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.625, "step": 4, "n_elem": 915, "target_elements": 4000, "gap": 3085, "cutoff_score": 0.9441143274307251, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9888188242912292, "score_mean": 0.09381899237632751, "score_p50": 6.75135524943471e-05, "score_p90": 0.3909471333026886, "fraction_gt1": 0.0, "n_inside": 366, "n_interface": 586, "n_outside": 116, "selected_inside_frac": 0.5625, "selected_interface_frac": 0.4375, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.65625, "step": 5, "n_elem": 1068, "target_elements": 4000, "gap": 2932, "cutoff_score": 0.8908727169036865, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9800784587860107, "score_mean": 0.09136144071817398, "score_p50": 0.00035227107582613826, "score_p90": 0.4002313017845154, "fraction_gt1": 0.0, "n_inside": 457, "n_interface": 677, "n_outside": 116, "selected_inside_frac": 0.2972972972972973, "selected_interface_frac": 0.7027027027027027, "selected_outside_frac": 0.0, "selected_x_range": 0.46875, "selected_y_range": 0.8125, "step": 6, "n_elem": 1250, "target_elements": 4000, "gap": 2750, "cutoff_score": 0.8760324120521545, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9845714569091797, "score_mean": 0.08120784908533096, "score_p50": 0.0012864975724369287, "score_p90": 0.29707157611846924, "fraction_gt1": 0.0, "n_inside": 516, "n_interface": 840, "n_outside": 116, "selected_inside_frac": 0.4318181818181818, "selected_interface_frac": 0.5681818181818182, "selected_outside_frac": 0.0, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.8854166666666666, "step": 7, "n_elem": 1472, "target_elements": 4000, "gap": 2528, "cutoff_score": 0.8196656107902527, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9773736000061035, "score_mean": 0.10020328313112259, "score_p50": 0.0022930586710572243, "score_p90": 0.37293145060539246, "fraction_gt1": 0.0, "n_inside": 605, "n_interface": 1026, "n_outside": 118, "selected_inside_frac": 0.34615384615384615, "selected_interface_frac": 0.6153846153846154, "selected_outside_frac": 0.038461538461538464, "selected_x_range": 0.59375, "selected_y_range": 0.96875, "step": 8, "n_elem": 1749, "target_elements": 4000, "gap": 2251, "cutoff_score": 0.7764726877212524, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9797390699386597, "score_mean": 0.14620015025138855, "score_p50": 0.0015464895404875278, "score_p90": 0.6710746884346008, "fraction_gt1": 0.0, "n_inside": 707, "n_interface": 1223, "n_outside": 125, "selected_inside_frac": 0.5573770491803278, "selected_interface_frac": 0.4426229508196721, "selected_outside_frac": 0.0, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.84375, "step": 9, "n_elem": 2055, "target_elements": 4000, "gap": 1945, "cutoff_score": 0.8733325600624084, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9864164590835571, "score_mean": 0.16652870178222656, "score_p50": 0.001348423189483583, "score_p90": 0.7529284358024597, "fraction_gt1": 0.0, "n_inside": 867, "n_interface": 1405, "n_outside": 125, "selected_inside_frac": 0.4647887323943662, "selected_interface_frac": 0.5070422535211268, "selected_outside_frac": 0.028169014084507043, "selected_x_range": 0.78125, "selected_y_range": 0.78125, "step": 10, "n_elem": 2397, "target_elements": 4000, "gap": 1603, "cutoff_score": 0.910014271736145, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9830347299575806, "score_mean": 0.16731925308704376, "score_p50": 0.0012529219966381788, "score_p90": 0.7977287769317627, "fraction_gt1": 0.0, "n_inside": 1035, "n_interface": 1611, "n_outside": 139, "selected_inside_frac": 0.2891566265060241, "selected_interface_frac": 0.5301204819277109, "selected_outside_frac": 0.18072289156626506, "selected_x_range": 0.8802083333333334, "selected_y_range": 0.9479166666666667, "step": 11, "n_elem": 2785, "target_elements": 4000, "gap": 1215, "cutoff_score": 0.9208494424819946, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.982080340385437, "score_mean": 0.1409522145986557, "score_p50": 0.0009879693388938904, "score_p90": 0.7099282145500183, "fraction_gt1": 0.0, "n_inside": 1192, "n_interface": 1880, "n_outside": 220, "selected_inside_frac": 0.23469387755102042, "selected_interface_frac": 0.6122448979591837, "selected_outside_frac": 0.15306122448979592, "selected_x_range": 0.953125, "selected_y_range": 0.9479166666666667, "step": 12, "n_elem": 3292, "target_elements": 4000, "gap": 708, "cutoff_score": 0.9183087348937988, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9886893630027771, "score_mean": 0.11879634112119675, "score_p50": 0.0012201413046568632, "score_p90": 0.5532421469688416, "fraction_gt1": 0.0, "n_inside": 1334, "n_interface": 2243, "n_outside": 313, "selected_inside_frac": 0.3333333333333333, "selected_interface_frac": 0.6388888888888888, "selected_outside_frac": 0.027777777777777776, "selected_x_range": 0.9114583333333333, "selected_y_range": 0.9427083333333334, "step": 13, "n_elem": 3890, "target_elements": 4000, "gap": 110, "cutoff_score": 0.9395775198936462, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 22, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.2696185340393434, "max_err": 0.19424847835774772, "actual_elements": 4161, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 3.037043809890747, "score_mean": -7.450580596923828e-08, "score_p50": -0.37296217679977417, "score_p90": 1.347489356994629, "fraction_gt1": 0.119140625, "n_inside": 52, "n_interface": 344, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 3.0092978477478027, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.8148083686828613, "score_mean": 1.7576250854745012e-07, "score_p50": -0.21060621738433838, "score_p90": 0.8027170896530151, "fraction_gt1": 0.09897610921501707, "n_inside": 121, "n_interface": 349, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.33333333333333326, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 3.5117294788360596, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2117199897766113, "score_mean": 4.980613539373735e-07, "score_p50": 0.0768081545829773, "score_p90": 0.23117370903491974, "fraction_gt1": 0.08605341246290801, "n_inside": 187, "n_interface": 371, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.4583333333333333, "step": 2, "n_elem": 674, "target_elements": 4000, "gap": 3326, "cutoff_score": 2.188779830932617, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.7688426971435547, "score_mean": 8.882865643045079e-08, "score_p50": 0.1628483235836029, "score_p90": 0.8004462122917175, "fraction_gt1": 0.08279430789133248, "n_inside": 189, "n_interface": 468, "n_outside": 116, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 773, "target_elements": 4000, "gap": 3227, "cutoff_score": 1.8332608938217163, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4215011596679688, "score_mean": 6.744215852449997e-08, "score_p50": 0.2782990038394928, "score_p90": 0.7049338221549988, "fraction_gt1": 0.08287292817679558, "n_inside": 274, "n_interface": 515, "n_outside": 116, "selected_inside_frac": 0.7037037037037037, "selected_interface_frac": 0.2962962962962963, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.5625, "step": 4, "n_elem": 905, "target_elements": 4000, "gap": 3095, "cutoff_score": 2.035191059112549, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.379047393798828, "score_mean": -5.7853227986015554e-08, "score_p50": -0.03395324945449829, "score_p90": 0.8741037845611572, "fraction_gt1": 0.0909952606635071, "n_inside": 356, "n_interface": 583, "n_outside": 116, "selected_inside_frac": 0.7419354838709677, "selected_interface_frac": 0.25806451612903225, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.5416666666666667, "step": 5, "n_elem": 1055, "target_elements": 4000, "gap": 2945, "cutoff_score": 1.9483797550201416, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.334571361541748, "score_mean": 9.876239204231752e-08, "score_p50": -0.3163306415081024, "score_p90": 1.0360510349273682, "fraction_gt1": 0.10275080906148867, "n_inside": 472, "n_interface": 648, "n_outside": 116, "selected_inside_frac": 0.4864864864864865, "selected_interface_frac": 0.5135135135135135, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.84375, "step": 6, "n_elem": 1236, "target_elements": 4000, "gap": 2764, "cutoff_score": 1.7839512825012207, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4819271564483643, "score_mean": 6.335829283443672e-08, "score_p50": -0.4223827123641968, "score_p90": 1.1585137844085693, "fraction_gt1": 0.11003460207612457, "n_inside": 558, "n_interface": 771, "n_outside": 116, "selected_inside_frac": 0.18604651162790697, "selected_interface_frac": 0.7906976744186046, "selected_outside_frac": 0.023255813953488372, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.9479166666666667, "step": 7, "n_elem": 1445, "target_elements": 4000, "gap": 2555, "cutoff_score": 1.8287936449050903, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5542376041412354, "score_mean": 3.6395441327385925e-08, "score_p50": -0.3820977210998535, "score_p90": 1.1320910453796387, "fraction_gt1": 0.12581991651759095, "n_inside": 602, "n_interface": 953, "n_outside": 122, "selected_inside_frac": 0.24, "selected_interface_frac": 0.76, "selected_outside_frac": 0.0, "selected_x_range": 0.6145833333333333, "selected_y_range": 0.8125, "step": 8, "n_elem": 1677, "target_elements": 4000, "gap": 2323, "cutoff_score": 1.6299880743026733, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5852832794189453, "score_mean": -7.869411433603091e-08, "score_p50": -0.33461061120033264, "score_p90": 1.3114540576934814, "fraction_gt1": 0.15368746776689016, "n_inside": 660, "n_interface": 1157, "n_outside": 122, "selected_inside_frac": 0.08620689655172414, "selected_interface_frac": 0.3275862068965517, "selected_outside_frac": 0.5862068965517241, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.96875, "step": 9, "n_elem": 1939, "target_elements": 4000, "gap": 2061, "cutoff_score": 1.8120838403701782, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.788602352142334, "score_mean": 1.3709603763345513e-07, "score_p50": -0.2736806869506836, "score_p90": 1.254826545715332, "fraction_gt1": 0.12668463611859837, "n_inside": 685, "n_interface": 1290, "n_outside": 251, "selected_inside_frac": 0.015151515151515152, "selected_interface_frac": 0.5454545454545454, "selected_outside_frac": 0.4393939393939394, "selected_x_range": 0.6770833333333333, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2226, "target_elements": 4000, "gap": 1774, "cutoff_score": 1.8051320314407349, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.0909423828125, "score_mean": -1.2211915922932803e-08, "score_p50": -0.1971721202135086, "score_p90": 0.9264003038406372, "fraction_gt1": 0.08683473389355742, "n_inside": 688, "n_interface": 1445, "n_outside": 366, "selected_inside_frac": 0.581081081081081, "selected_interface_frac": 0.25675675675675674, "selected_outside_frac": 0.16216216216216217, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2499, "target_elements": 4000, "gap": 1501, "cutoff_score": 1.5989789962768555, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1681647300720215, "score_mean": -5.342713293998713e-08, "score_p50": -0.03448483347892761, "score_p90": 1.0476387739181519, "fraction_gt1": 0.10364145658263306, "n_inside": 891, "n_interface": 1556, "n_outside": 409, "selected_inside_frac": 0.21176470588235294, "selected_interface_frac": 0.7764705882352941, "selected_outside_frac": 0.011764705882352941, "selected_x_range": 0.39583333333333337, "selected_y_range": 0.9270833333333334, "step": 12, "n_elem": 2856, "target_elements": 4000, "gap": 1144, "cutoff_score": 1.4625060558319092, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0566415786743164, "score_mean": 7.475217955743574e-08, "score_p50": 0.09975475072860718, "score_p90": 1.0065901279449463, "fraction_gt1": 0.10226576852418862, "n_inside": 990, "n_interface": 1861, "n_outside": 415, "selected_inside_frac": 0.25773195876288657, "selected_interface_frac": 0.7422680412371134, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.7291666666666667, "step": 13, "n_elem": 3266, "target_elements": 4000, "gap": 734, "cutoff_score": 1.4573540687561035, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1335885524749756, "score_mean": 1.6402890423705685e-07, "score_p50": 0.09037131071090698, "score_p90": 1.055550456047058, "fraction_gt1": 0.13249126578876647, "n_inside": 1119, "n_interface": 2187, "n_outside": 415, "selected_inside_frac": 0.8494623655913979, "selected_interface_frac": 0.12903225806451613, "selected_outside_frac": 0.021505376344086023, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8229166666666667, "step": 14, "n_elem": 3721, "target_elements": 4000, "gap": 279, "cutoff_score": 1.568286657333374, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 22, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.2714652491672851, "max_err": 0.19751922266363808, "actual_elements": 8063, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.3139084279537201, "score_mean": 0.19560372829437256, "score_p50": 0.182230144739151, "score_p90": 0.3007405996322632, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 344, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.33333333333333326, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.3139084279537201, "num_tied_at_cutoff": 52, "score_decreased": null }, { "score_max": 0.3139084279537201, "score_mean": 0.17798875272274017, "score_p50": 0.182230144739151, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 110, "n_interface": 388, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 614, "target_elements": 8000, "gap": 7386, "cutoff_score": 0.3139084279537201, "num_tied_at_cutoff": 22, "score_decreased": true }, { "score_max": 0.22196677327156067, "score_mean": 0.16949792206287384, "score_p50": 0.182230144739151, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 190, "n_interface": 388, "n_outside": 116, "selected_inside_frac": 0.7, "selected_interface_frac": 0.3, "selected_outside_frac": 0.0, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.32291666666666663, "step": 2, "n_elem": 694, "target_elements": 8000, "gap": 7306, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 434, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.1553240418434143, "score_p50": 0.182230144739151, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 436, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.5416666666666667, "step": 3, "n_elem": 804, "target_elements": 8000, "gap": 7196, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 418, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.14170286059379578, "score_p50": 0.15695421397686005, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 573, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.625, "step": 4, "n_elem": 941, "target_elements": 8000, "gap": 7059, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 366, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.13121397793293, "score_p50": 0.12885616719722748, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 714, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1082, "target_elements": 8000, "gap": 6918, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 316, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.12159214168787003, "score_p50": 0.0911150723695755, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 888, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.8125, "step": 6, "n_elem": 1256, "target_elements": 8000, "gap": 6744, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 250, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.11344945430755615, "score_p50": 0.0911150723695755, "score_p90": 0.182230144739151, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 1084, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1452, "target_elements": 8000, "gap": 6548, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.10652299970388412, "score_p50": 0.0911150723695755, "score_p90": 0.15695421397686005, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 1288, "n_outside": 137, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1677, "target_elements": 8000, "gap": 6323, "cutoff_score": 0.182230144739151, "num_tied_at_cutoff": 94, "score_decreased": true }, { "score_max": 0.182230144739151, "score_mean": 0.10140486806631088, "score_p50": 0.0911150723695755, "score_p90": 0.12885616719722748, "fraction_gt1": 0.0, "n_inside": 252, "n_interface": 1296, "n_outside": 339, "selected_inside_frac": 0.5357142857142857, "selected_interface_frac": 0.0, "selected_outside_frac": 0.4642857142857143, "selected_x_range": 0.90625, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 1887, "target_elements": 8000, "gap": 6113, "cutoff_score": 0.15695421397686005, "num_tied_at_cutoff": 157, "score_decreased": true }, { "score_max": 0.15695421397686005, "score_mean": 0.09410127997398376, "score_p50": 0.0911150723695755, "score_p90": 0.11098338663578033, "fraction_gt1": 0.0, "n_inside": 390, "n_interface": 1382, "n_outside": 427, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.26041666666666674, "selected_y_range": 0.22916666666666674, "step": 10, "n_elem": 2199, "target_elements": 8000, "gap": 5801, "cutoff_score": 0.15695421397686005, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.15695421397686005, "score_mean": 0.08970287442207336, "score_p50": 0.0911150723695755, "score_p90": 0.11098338663578033, "fraction_gt1": 0.0, "n_inside": 646, "n_interface": 1382, "n_outside": 427, "selected_inside_frac": 0.136986301369863, "selected_interface_frac": 0.863013698630137, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2455, "target_elements": 8000, "gap": 5545, "cutoff_score": 0.12885616719722748, "num_tied_at_cutoff": 123, "score_decreased": true }, { "score_max": 0.12885616719722748, "score_mean": 0.0840642899274826, "score_p50": 0.0911150723695755, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 688, "n_interface": 1672, "n_outside": 427, "selected_inside_frac": 0.2891566265060241, "selected_interface_frac": 0.3493975903614458, "selected_outside_frac": 0.3614457831325301, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2787, "target_elements": 8000, "gap": 5213, "cutoff_score": 0.11098338663578033, "num_tied_at_cutoff": 116, "score_decreased": true }, { "score_max": 0.11098338663578033, "score_mean": 0.07840277999639511, "score_p50": 0.07847710698843002, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 803, "n_interface": 1840, "n_outside": 545, "selected_inside_frac": 0.8210526315789474, "selected_interface_frac": 0.17894736842105263, "selected_outside_frac": 0.0, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.3958333333333333, "step": 13, "n_elem": 3188, "target_elements": 8000, "gap": 4812, "cutoff_score": 0.0911150723695755, "num_tied_at_cutoff": 1364, "score_decreased": true }, { "score_max": 0.0911150723695755, "score_mean": 0.07348944991827011, "score_p50": 0.07847710698843002, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 1110, "n_interface": 1939, "n_outside": 545, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.46875, "selected_y_range": 0.53125, "step": 14, "n_elem": 3594, "target_elements": 8000, "gap": 4406, "cutoff_score": 0.0911150723695755, "num_tied_at_cutoff": 1326, "score_decreased": true }, { "score_max": 0.0911150723695755, "score_mean": 0.06855317950248718, "score_p50": 0.06442808359861374, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 1110, "n_interface": 2405, "n_outside": 545, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.6354166666666667, "step": 15, "n_elem": 4060, "target_elements": 8000, "gap": 3940, "cutoff_score": 0.0911150723695755, "num_tied_at_cutoff": 1166, "score_decreased": true }, { "score_max": 0.0911150723695755, "score_mean": 0.0643470361828804, "score_p50": 0.06442808359861374, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 1110, "n_interface": 2906, "n_outside": 545, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.65625, "selected_y_range": 0.7291666666666667, "step": 16, "n_elem": 4561, "target_elements": 8000, "gap": 3439, "cutoff_score": 0.0911150723695755, "num_tied_at_cutoff": 1004, "score_decreased": true }, { "score_max": 0.0911150723695755, "score_mean": 0.060771118849515915, "score_p50": 0.05549169331789017, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 1110, "n_interface": 3439, "n_outside": 545, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.8229166666666667, "step": 17, "n_elem": 5094, "target_elements": 8000, "gap": 2906, "cutoff_score": 0.0911150723695755, "num_tied_at_cutoff": 836, "score_decreased": true }, { "score_max": 0.0911150723695755, "score_mean": 0.057482101023197174, "score_p50": 0.04555753618478775, "score_p90": 0.0911150723695755, "fraction_gt1": 0.0, "n_inside": 1110, "n_interface": 4057, "n_outside": 545, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.9166666666666667, "step": 18, "n_elem": 5712, "target_elements": 8000, "gap": 2288, "cutoff_score": 0.0911150723695755, "num_tied_at_cutoff": 630, "score_decreased": true }, { "score_max": 0.0911150723695755, "score_mean": 0.05458196625113487, "score_p50": 0.04555753618478775, "score_p90": 0.07847710698843002, "fraction_gt1": 0.0, "n_inside": 1110, "n_interface": 4742, "n_outside": 545, "selected_inside_frac": 0.0, "selected_interface_frac": 0.16230366492146597, "selected_outside_frac": 0.837696335078534, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 6397, "target_elements": 8000, "gap": 1603, "cutoff_score": 0.0911150723695755, "num_tied_at_cutoff": 400, "score_decreased": true }, { "score_max": 0.0911150723695755, "score_mean": 0.05207286775112152, "score_p50": 0.04555753618478775, "score_p90": 0.06442808359861374, "fraction_gt1": 0.0, "n_inside": 1110, "n_interface": 4874, "n_outside": 1155, "selected_inside_frac": 0.308411214953271, "selected_interface_frac": 0.0, "selected_outside_frac": 0.6915887850467289, "selected_x_range": 0.921875, "selected_y_range": 0.8541666666666667, "step": 20, "n_elem": 7139, "target_elements": 8000, "gap": 861, "cutoff_score": 0.07847710698843002, "num_tied_at_cutoff": 506, "score_decreased": true } ], "sample_id": 22, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.27089851129878156, "max_err": 0.19799212577841496, "actual_elements": 8627, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9891124367713928, "score_mean": 0.11546915769577026, "score_p50": 5.662667001971045e-10, "score_p90": 0.6390256881713867, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 344, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9734729528427124, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9766668081283569, "score_mean": 0.09381262958049774, "score_p50": 1.354442602519157e-08, "score_p90": 0.4386219084262848, "fraction_gt1": 0.0, "n_inside": 121, "n_interface": 349, "n_outside": 116, "selected_inside_frac": 0.47058823529411764, "selected_interface_frac": 0.5294117647058824, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.375, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 0.9406792521476746, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9862961769104004, "score_mean": 0.05686844512820244, "score_p50": 1.8453270058671478e-06, "score_p90": 0.15268166363239288, "fraction_gt1": 0.0, "n_inside": 159, "n_interface": 422, "n_outside": 116, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.5625, "step": 2, "n_elem": 697, "target_elements": 8000, "gap": 7303, "cutoff_score": 0.7853129506111145, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9720667004585266, "score_mean": 0.09702292084693909, "score_p50": 7.242098945425823e-06, "score_p90": 0.46015769243240356, "fraction_gt1": 0.0, "n_inside": 197, "n_interface": 484, "n_outside": 116, "selected_inside_frac": 0.9565217391304348, "selected_interface_frac": 0.043478260869565216, "selected_outside_frac": 0.0, "selected_x_range": 0.25, "selected_y_range": 0.26041666666666674, "step": 3, "n_elem": 797, "target_elements": 8000, "gap": 7203, "cutoff_score": 0.9390133619308472, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9862684607505798, "score_mean": 0.09238310903310776, "score_p50": 2.181318632210605e-05, "score_p90": 0.3561573326587677, "fraction_gt1": 0.0, "n_inside": 306, "n_interface": 493, "n_outside": 116, "selected_inside_frac": 0.48148148148148145, "selected_interface_frac": 0.5185185185185185, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.625, "step": 4, "n_elem": 915, "target_elements": 8000, "gap": 7085, "cutoff_score": 0.9441143274307251, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9888188242912292, "score_mean": 0.09381899237632751, "score_p50": 6.75135524943471e-05, "score_p90": 0.3909471333026886, "fraction_gt1": 0.0, "n_inside": 366, "n_interface": 586, "n_outside": 116, "selected_inside_frac": 0.5625, "selected_interface_frac": 0.4375, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.65625, "step": 5, "n_elem": 1068, "target_elements": 8000, "gap": 6932, "cutoff_score": 0.8908727169036865, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9800784587860107, "score_mean": 0.09136144071817398, "score_p50": 0.00035227107582613826, "score_p90": 0.4002313017845154, "fraction_gt1": 0.0, "n_inside": 457, "n_interface": 677, "n_outside": 116, "selected_inside_frac": 0.2972972972972973, "selected_interface_frac": 0.7027027027027027, "selected_outside_frac": 0.0, "selected_x_range": 0.46875, "selected_y_range": 0.8125, "step": 6, "n_elem": 1250, "target_elements": 8000, "gap": 6750, "cutoff_score": 0.8760324120521545, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9845714569091797, "score_mean": 0.08120784908533096, "score_p50": 0.0012864975724369287, "score_p90": 0.29707157611846924, "fraction_gt1": 0.0, "n_inside": 516, "n_interface": 840, "n_outside": 116, "selected_inside_frac": 0.4318181818181818, "selected_interface_frac": 0.5681818181818182, "selected_outside_frac": 0.0, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.8854166666666666, "step": 7, "n_elem": 1472, "target_elements": 8000, "gap": 6528, "cutoff_score": 0.8196656107902527, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9773736000061035, "score_mean": 0.10020328313112259, "score_p50": 0.0022930586710572243, "score_p90": 0.37293145060539246, "fraction_gt1": 0.0, "n_inside": 605, "n_interface": 1026, "n_outside": 118, "selected_inside_frac": 0.34615384615384615, "selected_interface_frac": 0.6153846153846154, "selected_outside_frac": 0.038461538461538464, "selected_x_range": 0.59375, "selected_y_range": 0.96875, "step": 8, "n_elem": 1749, "target_elements": 8000, "gap": 6251, "cutoff_score": 0.7764726877212524, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9797390699386597, "score_mean": 0.14620015025138855, "score_p50": 0.0015464895404875278, "score_p90": 0.6710746884346008, "fraction_gt1": 0.0, "n_inside": 707, "n_interface": 1223, "n_outside": 125, "selected_inside_frac": 0.5573770491803278, "selected_interface_frac": 0.4426229508196721, "selected_outside_frac": 0.0, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.84375, "step": 9, "n_elem": 2055, "target_elements": 8000, "gap": 5945, "cutoff_score": 0.8733325600624084, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9864164590835571, "score_mean": 0.16652870178222656, "score_p50": 0.001348423189483583, "score_p90": 0.7529284358024597, "fraction_gt1": 0.0, "n_inside": 867, "n_interface": 1405, "n_outside": 125, "selected_inside_frac": 0.4647887323943662, "selected_interface_frac": 0.5070422535211268, "selected_outside_frac": 0.028169014084507043, "selected_x_range": 0.78125, "selected_y_range": 0.78125, "step": 10, "n_elem": 2397, "target_elements": 8000, "gap": 5603, "cutoff_score": 0.910014271736145, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9830347299575806, "score_mean": 0.16731925308704376, "score_p50": 0.0012529219966381788, "score_p90": 0.7977287769317627, "fraction_gt1": 0.0, "n_inside": 1035, "n_interface": 1611, "n_outside": 139, "selected_inside_frac": 0.2891566265060241, "selected_interface_frac": 0.5301204819277109, "selected_outside_frac": 0.18072289156626506, "selected_x_range": 0.8802083333333334, "selected_y_range": 0.9479166666666667, "step": 11, "n_elem": 2785, "target_elements": 8000, "gap": 5215, "cutoff_score": 0.9208494424819946, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.982080340385437, "score_mean": 0.1409522145986557, "score_p50": 0.0009879693388938904, "score_p90": 0.7099282145500183, "fraction_gt1": 0.0, "n_inside": 1192, "n_interface": 1880, "n_outside": 220, "selected_inside_frac": 0.23469387755102042, "selected_interface_frac": 0.6122448979591837, "selected_outside_frac": 0.15306122448979592, "selected_x_range": 0.953125, "selected_y_range": 0.9479166666666667, "step": 12, "n_elem": 3292, "target_elements": 8000, "gap": 4708, "cutoff_score": 0.9183087348937988, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9886893630027771, "score_mean": 0.11879634112119675, "score_p50": 0.0012201413046568632, "score_p90": 0.5532421469688416, "fraction_gt1": 0.0, "n_inside": 1334, "n_interface": 2243, "n_outside": 313, "selected_inside_frac": 0.27586206896551724, "selected_interface_frac": 0.6637931034482759, "selected_outside_frac": 0.0603448275862069, "selected_x_range": 0.9739583333333333, "selected_y_range": 0.953125, "step": 13, "n_elem": 3890, "target_elements": 8000, "gap": 4110, "cutoff_score": 0.886771023273468, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.966733455657959, "score_mean": 0.1181359514594078, "score_p50": 0.00165143224876374, "score_p90": 0.5547007918357849, "fraction_gt1": 0.0, "n_inside": 1547, "n_interface": 2630, "n_outside": 346, "selected_inside_frac": 0.45185185185185184, "selected_interface_frac": 0.5185185185185185, "selected_outside_frac": 0.02962962962962963, "selected_x_range": 0.703125, "selected_y_range": 0.984375, "step": 14, "n_elem": 4523, "target_elements": 8000, "gap": 3477, "cutoff_score": 0.8552883863449097, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9731431603431702, "score_mean": 0.1154266968369484, "score_p50": 0.003313907189294696, "score_p90": 0.5057527422904968, "fraction_gt1": 0.0, "n_inside": 1908, "n_interface": 3047, "n_outside": 362, "selected_inside_frac": 0.389937106918239, "selected_interface_frac": 0.5786163522012578, "selected_outside_frac": 0.031446540880503145, "selected_x_range": 0.96875, "selected_y_range": 0.9739583333333333, "step": 15, "n_elem": 5317, "target_elements": 8000, "gap": 2683, "cutoff_score": 0.8541509509086609, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9767122864723206, "score_mean": 0.12968552112579346, "score_p50": 0.005633984692394733, "score_p90": 0.5416041612625122, "fraction_gt1": 0.0, "n_inside": 2256, "n_interface": 3590, "n_outside": 392, "selected_inside_frac": 0.2887700534759358, "selected_interface_frac": 0.6951871657754011, "selected_outside_frac": 0.016042780748663103, "selected_x_range": 0.9583333333333334, "selected_y_range": 0.984375, "step": 16, "n_elem": 6238, "target_elements": 8000, "gap": 1762, "cutoff_score": 0.8517552614212036, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9814483523368835, "score_mean": 0.1553547978401184, "score_p50": 0.004844042006880045, "score_p90": 0.6456120014190674, "fraction_gt1": 0.0, "n_inside": 2570, "n_interface": 4336, "n_outside": 416, "selected_inside_frac": 0.2648401826484018, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.0684931506849315, "selected_x_range": 0.984375, "selected_y_range": 0.984375, "step": 17, "n_elem": 7322, "target_elements": 8000, "gap": 678, "cutoff_score": 0.8650811314582825, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 22, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.2684231531882333, "max_err": 0.19751062207347192, "actual_elements": 8204, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 3.037043809890747, "score_mean": -7.450580596923828e-08, "score_p50": -0.37296217679977417, "score_p90": 1.347489356994629, "fraction_gt1": 0.119140625, "n_inside": 52, "n_interface": 344, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 3.0092978477478027, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.8148083686828613, "score_mean": 1.7576250854745012e-07, "score_p50": -0.21060621738433838, "score_p90": 0.8027170896530151, "fraction_gt1": 0.09897610921501707, "n_inside": 121, "n_interface": 349, "n_outside": 116, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.33333333333333326, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 3.5117294788360596, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2117199897766113, "score_mean": 4.980613539373735e-07, "score_p50": 0.0768081545829773, "score_p90": 0.23117370903491974, "fraction_gt1": 0.08605341246290801, "n_inside": 187, "n_interface": 371, "n_outside": 116, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.4583333333333333, "step": 2, "n_elem": 674, "target_elements": 8000, "gap": 7326, "cutoff_score": 2.188779830932617, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.7688426971435547, "score_mean": 8.882865643045079e-08, "score_p50": 0.1628483235836029, "score_p90": 0.8004462122917175, "fraction_gt1": 0.08279430789133248, "n_inside": 189, "n_interface": 468, "n_outside": 116, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 773, "target_elements": 8000, "gap": 7227, "cutoff_score": 1.8332608938217163, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4215011596679688, "score_mean": 6.744215852449997e-08, "score_p50": 0.2782990038394928, "score_p90": 0.7049338221549988, "fraction_gt1": 0.08287292817679558, "n_inside": 274, "n_interface": 515, "n_outside": 116, "selected_inside_frac": 0.7037037037037037, "selected_interface_frac": 0.2962962962962963, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.5625, "step": 4, "n_elem": 905, "target_elements": 8000, "gap": 7095, "cutoff_score": 2.035191059112549, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.379047393798828, "score_mean": -5.7853227986015554e-08, "score_p50": -0.03395324945449829, "score_p90": 0.8741037845611572, "fraction_gt1": 0.0909952606635071, "n_inside": 356, "n_interface": 583, "n_outside": 116, "selected_inside_frac": 0.7419354838709677, "selected_interface_frac": 0.25806451612903225, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.5416666666666667, "step": 5, "n_elem": 1055, "target_elements": 8000, "gap": 6945, "cutoff_score": 1.9483797550201416, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.334571361541748, "score_mean": 9.876239204231752e-08, "score_p50": -0.3163306415081024, "score_p90": 1.0360510349273682, "fraction_gt1": 0.10275080906148867, "n_inside": 472, "n_interface": 648, "n_outside": 116, "selected_inside_frac": 0.4864864864864865, "selected_interface_frac": 0.5135135135135135, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.84375, "step": 6, "n_elem": 1236, "target_elements": 8000, "gap": 6764, "cutoff_score": 1.7839512825012207, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4819271564483643, "score_mean": 6.335829283443672e-08, "score_p50": -0.4223827123641968, "score_p90": 1.1585137844085693, "fraction_gt1": 0.11003460207612457, "n_inside": 558, "n_interface": 771, "n_outside": 116, "selected_inside_frac": 0.18604651162790697, "selected_interface_frac": 0.7906976744186046, "selected_outside_frac": 0.023255813953488372, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.9479166666666667, "step": 7, "n_elem": 1445, "target_elements": 8000, "gap": 6555, "cutoff_score": 1.8287936449050903, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5542376041412354, "score_mean": 3.6395441327385925e-08, "score_p50": -0.3820977210998535, "score_p90": 1.1320910453796387, "fraction_gt1": 0.12581991651759095, "n_inside": 602, "n_interface": 953, "n_outside": 122, "selected_inside_frac": 0.24, "selected_interface_frac": 0.76, "selected_outside_frac": 0.0, "selected_x_range": 0.6145833333333333, "selected_y_range": 0.8125, "step": 8, "n_elem": 1677, "target_elements": 8000, "gap": 6323, "cutoff_score": 1.6299880743026733, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5852832794189453, "score_mean": -7.869411433603091e-08, "score_p50": -0.33461061120033264, "score_p90": 1.3114540576934814, "fraction_gt1": 0.15368746776689016, "n_inside": 660, "n_interface": 1157, "n_outside": 122, "selected_inside_frac": 0.08620689655172414, "selected_interface_frac": 0.3275862068965517, "selected_outside_frac": 0.5862068965517241, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.96875, "step": 9, "n_elem": 1939, "target_elements": 8000, "gap": 6061, "cutoff_score": 1.8120838403701782, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.788602352142334, "score_mean": 1.3709603763345513e-07, "score_p50": -0.2736806869506836, "score_p90": 1.254826545715332, "fraction_gt1": 0.12668463611859837, "n_inside": 685, "n_interface": 1290, "n_outside": 251, "selected_inside_frac": 0.015151515151515152, "selected_interface_frac": 0.5454545454545454, "selected_outside_frac": 0.4393939393939394, "selected_x_range": 0.6770833333333333, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2226, "target_elements": 8000, "gap": 5774, "cutoff_score": 1.8051320314407349, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.0909423828125, "score_mean": -1.2211915922932803e-08, "score_p50": -0.1971721202135086, "score_p90": 0.9264003038406372, "fraction_gt1": 0.08683473389355742, "n_inside": 688, "n_interface": 1445, "n_outside": 366, "selected_inside_frac": 0.581081081081081, "selected_interface_frac": 0.25675675675675674, "selected_outside_frac": 0.16216216216216217, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2499, "target_elements": 8000, "gap": 5501, "cutoff_score": 1.5989789962768555, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1681647300720215, "score_mean": -5.342713293998713e-08, "score_p50": -0.03448483347892761, "score_p90": 1.0476387739181519, "fraction_gt1": 0.10364145658263306, "n_inside": 891, "n_interface": 1556, "n_outside": 409, "selected_inside_frac": 0.21176470588235294, "selected_interface_frac": 0.7764705882352941, "selected_outside_frac": 0.011764705882352941, "selected_x_range": 0.39583333333333337, "selected_y_range": 0.9270833333333334, "step": 12, "n_elem": 2856, "target_elements": 8000, "gap": 5144, "cutoff_score": 1.4625060558319092, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0566415786743164, "score_mean": 7.475217955743574e-08, "score_p50": 0.09975475072860718, "score_p90": 1.0065901279449463, "fraction_gt1": 0.10226576852418862, "n_inside": 990, "n_interface": 1861, "n_outside": 415, "selected_inside_frac": 0.25773195876288657, "selected_interface_frac": 0.7422680412371134, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.7291666666666667, "step": 13, "n_elem": 3266, "target_elements": 8000, "gap": 4734, "cutoff_score": 1.4573540687561035, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1335885524749756, "score_mean": 1.6402890423705685e-07, "score_p50": 0.09037131071090698, "score_p90": 1.055550456047058, "fraction_gt1": 0.13249126578876647, "n_inside": 1119, "n_interface": 2187, "n_outside": 415, "selected_inside_frac": 0.8648648648648649, "selected_interface_frac": 0.10810810810810811, "selected_outside_frac": 0.02702702702702703, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8229166666666667, "step": 14, "n_elem": 3721, "target_elements": 8000, "gap": 4279, "cutoff_score": 1.5401763916015625, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4450130462646484, "score_mean": 4.316489210509644e-08, "score_p50": -0.2273387461900711, "score_p90": 1.150179386138916, "fraction_gt1": 0.12022630834512023, "n_inside": 1526, "n_interface": 2284, "n_outside": 432, "selected_inside_frac": 0.5118110236220472, "selected_interface_frac": 0.47244094488188976, "selected_outside_frac": 0.015748031496062992, "selected_x_range": 0.953125, "selected_y_range": 0.9791666666666667, "step": 15, "n_elem": 4242, "target_elements": 8000, "gap": 3758, "cutoff_score": 1.4720515012741089, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.50693416595459, "score_mean": 1.4926062874565105e-07, "score_p50": -0.15223060548305511, "score_p90": 1.0873950719833374, "fraction_gt1": 0.1143264723863868, "n_inside": 1858, "n_interface": 2605, "n_outside": 444, "selected_inside_frac": 0.23809523809523808, "selected_interface_frac": 0.6938775510204082, "selected_outside_frac": 0.06802721088435375, "selected_x_range": 0.984375, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 4907, "target_elements": 8000, "gap": 3093, "cutoff_score": 1.5494306087493896, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.231790542602539, "score_mean": -6.46102549239913e-08, "score_p50": -0.2335902601480484, "score_p90": 1.1196937561035156, "fraction_gt1": 0.1166196189131969, "n_inside": 2041, "n_interface": 3127, "n_outside": 500, "selected_inside_frac": 0.21764705882352942, "selected_interface_frac": 0.7, "selected_outside_frac": 0.08235294117647059, "selected_x_range": 0.9010416666666666, "selected_y_range": 0.984375, "step": 17, "n_elem": 5668, "target_elements": 8000, "gap": 2332, "cutoff_score": 1.5545926094055176, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2578182220458984, "score_mean": 5.591006768668194e-08, "score_p50": -0.1815335750579834, "score_p90": 1.1479175090789795, "fraction_gt1": 0.12809160305343512, "n_inside": 2248, "n_interface": 3735, "n_outside": 567, "selected_inside_frac": 0.47959183673469385, "selected_interface_frac": 0.5, "selected_outside_frac": 0.02040816326530612, "selected_x_range": 0.7864583333333333, "selected_y_range": 0.984375, "step": 18, "n_elem": 6550, "target_elements": 8000, "gap": 1450, "cutoff_score": 1.4422017335891724, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2669501304626465, "score_mean": 0.0, "score_p50": -0.28745734691619873, "score_p90": 1.167261004447937, "fraction_gt1": 0.13716171617161715, "n_inside": 2700, "n_interface": 4276, "n_outside": 599, "selected_inside_frac": 0.09929078014184398, "selected_interface_frac": 0.2127659574468085, "selected_outside_frac": 0.6879432624113475, "selected_x_range": 0.8177083333333334, "selected_y_range": 0.9739583333333333, "step": 19, "n_elem": 7575, "target_elements": 8000, "gap": 425, "cutoff_score": 1.6701682806015015, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 22, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.3213093244214309, "max_err": 0.5715198086739477, "actual_elements": 2014, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.7250164747238159, "score_mean": 0.45627957582473755, "score_p50": 0.39105212688446045, "score_p90": 0.7250164747238159, "fraction_gt1": 0.0, "n_inside": 100, "n_interface": 211, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4791666666666667, "selected_y_range": 0.4583333333333333, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.7250164747238159, "num_tied_at_cutoff": 100, "score_decreased": null }, { "score_max": 0.7250164747238159, "score_mean": 0.4070162773132324, "score_p50": 0.39105212688446045, "score_p90": 0.5126640796661377, "fraction_gt1": 0.0, "n_inside": 174, "n_interface": 263, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.3958333333333333, "step": 1, "n_elem": 638, "target_elements": 2000, "gap": 1362, "cutoff_score": 0.7250164747238159, "num_tied_at_cutoff": 61, "score_decreased": true }, { "score_max": 0.7250164747238159, "score_mean": 0.3832763135433197, "score_p50": 0.39105212688446045, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 268, "n_interface": 271, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333337, "selected_y_range": 0.20833333333333331, "step": 2, "n_elem": 740, "target_elements": 2000, "gap": 1260, "cutoff_score": 0.7250164747238159, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.5126640796661377, "score_mean": 0.36622658371925354, "score_p50": 0.36250823736190796, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 366, "n_interface": 271, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.375, "step": 3, "n_elem": 838, "target_elements": 2000, "gap": 1162, "cutoff_score": 0.5126640796661377, "num_tied_at_cutoff": 27, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.33842819929122925, "score_p50": 0.36250823736190796, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 487, "n_interface": 282, "n_outside": 201, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.625, "step": 4, "n_elem": 970, "target_elements": 2000, "gap": 1030, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 374, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.3109055459499359, "score_p50": 0.36250823736190796, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 432, "n_outside": 201, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.75, "step": 5, "n_elem": 1123, "target_elements": 2000, "gap": 877, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 314, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.28591859340667725, "score_p50": 0.25633203983306885, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 614, "n_outside": 201, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.9166666666666667, "step": 6, "n_elem": 1305, "target_elements": 2000, "gap": 695, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 248, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.26397740840911865, "score_p50": 0.25633203983306885, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 771, "n_outside": 261, "selected_inside_frac": 0.0, "selected_interface_frac": 0.022222222222222223, "selected_outside_frac": 0.9777777777777777, "selected_x_range": 0.8125, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 1522, "target_elements": 2000, "gap": 478, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 168, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.24773135781288147, "score_p50": 0.19552606344223022, "score_p90": 0.36250823736190796, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 785, "n_outside": 459, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1734, "target_elements": 2000, "gap": 266, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 94, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.23490126430988312, "score_p50": 0.19552606344223022, "score_p90": 0.36250823736190796, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 785, "n_outside": 673, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1948, "target_elements": 2000, "gap": 52, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 20, "score_decreased": true } ], "sample_id": 30, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.2665716405979284, "max_err": 0.4261903941383609, "actual_elements": 2134, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9885134100914001, "score_mean": 0.14659422636032104, "score_p50": 1.1160338999616215e-06, "score_p90": 0.9025349617004395, "fraction_gt1": 0.0, "n_inside": 100, "n_interface": 211, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.20833333333333331, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9813299775123596, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9874178171157837, "score_mean": 0.15333694219589233, "score_p50": 7.658299000468105e-05, "score_p90": 0.8193220496177673, "fraction_gt1": 0.0, "n_inside": 171, "n_interface": 216, "n_outside": 201, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.3333333333333333, "step": 1, "n_elem": 588, "target_elements": 2000, "gap": 1412, "cutoff_score": 0.9583333134651184, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9761215448379517, "score_mean": 0.17671780288219452, "score_p50": 0.00543655501678586, "score_p90": 0.8146694898605347, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 236, "n_outside": 201, "selected_inside_frac": 0.8, "selected_interface_frac": 0.2, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.37499999999999994, "step": 2, "n_elem": 698, "target_elements": 2000, "gap": 1302, "cutoff_score": 0.9346137642860413, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9733557105064392, "score_mean": 0.20932038128376007, "score_p50": 0.0099423136562109, "score_p90": 0.8053687810897827, "fraction_gt1": 0.0, "n_inside": 357, "n_interface": 266, "n_outside": 201, "selected_inside_frac": 0.8333333333333334, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.3958333333333333, "step": 3, "n_elem": 824, "target_elements": 2000, "gap": 1176, "cutoff_score": 0.9279984831809998, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9704475998878479, "score_mean": 0.21597976982593536, "score_p50": 0.010285168886184692, "score_p90": 0.8071600794792175, "fraction_gt1": 0.0, "n_inside": 470, "n_interface": 294, "n_outside": 204, "selected_inside_frac": 0.5172413793103449, "selected_interface_frac": 0.3448275862068966, "selected_outside_frac": 0.13793103448275862, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.3958333333333333, "step": 4, "n_elem": 968, "target_elements": 2000, "gap": 1032, "cutoff_score": 0.920789897441864, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9652867317199707, "score_mean": 0.20987974107265472, "score_p50": 0.010162784717977047, "score_p90": 0.8100589513778687, "fraction_gt1": 0.0, "n_inside": 563, "n_interface": 359, "n_outside": 234, "selected_inside_frac": 0.5588235294117647, "selected_interface_frac": 0.11764705882352941, "selected_outside_frac": 0.3235294117647059, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.47916666666666674, "step": 5, "n_elem": 1156, "target_elements": 2000, "gap": 844, "cutoff_score": 0.9060515761375427, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.970497727394104, "score_mean": 0.20982372760772705, "score_p50": 0.010909739881753922, "score_p90": 0.8406352996826172, "fraction_gt1": 0.0, "n_inside": 672, "n_interface": 392, "n_outside": 288, "selected_inside_frac": 0.55, "selected_interface_frac": 0.225, "selected_outside_frac": 0.225, "selected_x_range": 0.84375, "selected_y_range": 0.5104166666666667, "step": 6, "n_elem": 1352, "target_elements": 2000, "gap": 648, "cutoff_score": 0.9091985821723938, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9687715172767639, "score_mean": 0.2013421207666397, "score_p50": 0.011381298303604126, "score_p90": 0.8110408782958984, "fraction_gt1": 0.0, "n_inside": 788, "n_interface": 453, "n_outside": 345, "selected_inside_frac": 0.8085106382978723, "selected_interface_frac": 0.14893617021276595, "selected_outside_frac": 0.0425531914893617, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.5416666666666667, "step": 7, "n_elem": 1586, "target_elements": 2000, "gap": 414, "cutoff_score": 0.8944756388664246, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9619367718696594, "score_mean": 0.20253045856952667, "score_p50": 0.0185477863997221, "score_p90": 0.7844789624214172, "fraction_gt1": 0.0, "n_inside": 998, "n_interface": 503, "n_outside": 359, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.2391304347826087, "selected_outside_frac": 0.10869565217391304, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.5416666666666667, "step": 8, "n_elem": 1860, "target_elements": 2000, "gap": 140, "cutoff_score": 0.901479184627533, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 30, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.2402637736732209, "max_err": 0.3822174306612507, "actual_elements": 2054, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 2.3266658782958984, "score_mean": -1.4156103134155273e-07, "score_p50": -0.47473615407943726, "score_p90": 2.177816867828369, "fraction_gt1": 0.16796875, "n_inside": 100, "n_interface": 211, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.20833333333333331, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 2.3154735565185547, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.6702189445495605, "score_mean": -7.136338098234773e-08, "score_p50": -0.41805487871170044, "score_p90": 1.8317278623580933, "fraction_gt1": 0.14965986394557823, "n_inside": 171, "n_interface": 216, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.3333333333333333, "step": 1, "n_elem": 588, "target_elements": 2000, "gap": 1412, "cutoff_score": 2.6208016872406006, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.2382354736328125, "score_mean": -2.0672131029186858e-07, "score_p50": -0.3386293053627014, "score_p90": 1.0534499883651733, "fraction_gt1": 0.11560693641618497, "n_inside": 263, "n_interface": 228, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.4583333333333333, "step": 2, "n_elem": 692, "target_elements": 2000, "gap": 1308, "cutoff_score": 3.044022560119629, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.200798988342285, "score_mean": -4.083743831984066e-08, "score_p50": -0.16535496711730957, "score_p90": 1.1047775745391846, "fraction_gt1": 0.1297229219143577, "n_inside": 344, "n_interface": 249, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4270833333333333, "selected_y_range": 0.42708333333333337, "step": 3, "n_elem": 794, "target_elements": 2000, "gap": 1206, "cutoff_score": 1.9059563875198364, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.209787607192993, "score_mean": -2.3372324164938618e-07, "score_p50": 0.046647608280181885, "score_p90": 1.2054967880249023, "fraction_gt1": 0.1400437636761488, "n_inside": 447, "n_interface": 266, "n_outside": 201, "selected_inside_frac": 0.2222222222222222, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.0, "selected_x_range": 0.65625, "selected_y_range": 0.34374999999999994, "step": 4, "n_elem": 914, "target_elements": 2000, "gap": 1086, "cutoff_score": 1.483943223953247, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.6128365993499756, "score_mean": -2.3430001760971209e-07, "score_p50": 0.15978793799877167, "score_p90": 1.3723058700561523, "fraction_gt1": 0.15547024952015356, "n_inside": 481, "n_interface": 357, "n_outside": 204, "selected_inside_frac": 0.3225806451612903, "selected_interface_frac": 0.16129032258064516, "selected_outside_frac": 0.5161290322580645, "selected_x_range": 0.53125, "selected_y_range": 0.37500000000000006, "step": 5, "n_elem": 1042, "target_elements": 2000, "gap": 958, "cutoff_score": 1.4809153079986572, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8915314674377441, "score_mean": -1.0105158310125262e-07, "score_p50": 0.10535643994808197, "score_p90": 1.3267875909805298, "fraction_gt1": 0.1423841059602649, "n_inside": 539, "n_interface": 382, "n_outside": 287, "selected_inside_frac": 0.8888888888888888, "selected_interface_frac": 0.08333333333333333, "selected_outside_frac": 0.027777777777777776, "selected_x_range": 0.84375, "selected_y_range": 0.43750000000000006, "step": 6, "n_elem": 1208, "target_elements": 2000, "gap": 792, "cutoff_score": 1.6746454238891602, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.996254563331604, "score_mean": -4.3596539711643345e-08, "score_p50": -0.2846832275390625, "score_p90": 1.4494909048080444, "fraction_gt1": 0.15857142857142856, "n_inside": 694, "n_interface": 407, "n_outside": 299, "selected_inside_frac": 0.5952380952380952, "selected_interface_frac": 0.11904761904761904, "selected_outside_frac": 0.2857142857142857, "selected_x_range": 0.71875, "selected_y_range": 0.5416666666666667, "step": 7, "n_elem": 1400, "target_elements": 2000, "gap": 600, "cutoff_score": 1.7101725339889526, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0360493659973145, "score_mean": 1.1164967617105503e-07, "score_p50": -0.21882487833499908, "score_p90": 1.3820576667785645, "fraction_gt1": 0.15548780487804878, "n_inside": 817, "n_interface": 459, "n_outside": 364, "selected_inside_frac": 0.6122448979591837, "selected_interface_frac": 0.16326530612244897, "selected_outside_frac": 0.22448979591836735, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.5625, "step": 8, "n_elem": 1640, "target_elements": 2000, "gap": 360, "cutoff_score": 1.776989221572876, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2239861488342285, "score_mean": -7.849171623774964e-08, "score_p50": -0.43968892097473145, "score_p90": 1.2557255029678345, "fraction_gt1": 0.13271604938271606, "n_inside": 1007, "n_interface": 511, "n_outside": 426, "selected_inside_frac": 0.0, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.2222222222222222, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.75, "step": 9, "n_elem": 1944, "target_elements": 2000, "gap": 56, "cutoff_score": 2.0429372787475586, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 30, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.16195104024698168, "max_err": 0.2552767938493987, "actual_elements": 4070, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.7250164747238159, "score_mean": 0.45627957582473755, "score_p50": 0.39105212688446045, "score_p90": 0.7250164747238159, "fraction_gt1": 0.0, "n_inside": 100, "n_interface": 211, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4791666666666667, "selected_y_range": 0.4583333333333333, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.7250164747238159, "num_tied_at_cutoff": 100, "score_decreased": null }, { "score_max": 0.7250164747238159, "score_mean": 0.4070162773132324, "score_p50": 0.39105212688446045, "score_p90": 0.5126640796661377, "fraction_gt1": 0.0, "n_inside": 174, "n_interface": 263, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.3958333333333333, "step": 1, "n_elem": 638, "target_elements": 4000, "gap": 3362, "cutoff_score": 0.7250164747238159, "num_tied_at_cutoff": 61, "score_decreased": true }, { "score_max": 0.7250164747238159, "score_mean": 0.3832763135433197, "score_p50": 0.39105212688446045, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 268, "n_interface": 271, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333337, "selected_y_range": 0.20833333333333331, "step": 2, "n_elem": 740, "target_elements": 4000, "gap": 3260, "cutoff_score": 0.7250164747238159, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.5126640796661377, "score_mean": 0.36622658371925354, "score_p50": 0.36250823736190796, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 366, "n_interface": 271, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.375, "step": 3, "n_elem": 838, "target_elements": 4000, "gap": 3162, "cutoff_score": 0.5126640796661377, "num_tied_at_cutoff": 27, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.33842819929122925, "score_p50": 0.36250823736190796, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 487, "n_interface": 282, "n_outside": 201, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.625, "step": 4, "n_elem": 970, "target_elements": 4000, "gap": 3030, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 374, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.3109055459499359, "score_p50": 0.36250823736190796, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 432, "n_outside": 201, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.75, "step": 5, "n_elem": 1123, "target_elements": 4000, "gap": 2877, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 314, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.28591859340667725, "score_p50": 0.25633203983306885, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 614, "n_outside": 201, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.9166666666666667, "step": 6, "n_elem": 1305, "target_elements": 4000, "gap": 2695, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 248, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.26397740840911865, "score_p50": 0.25633203983306885, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 771, "n_outside": 261, "selected_inside_frac": 0.0, "selected_interface_frac": 0.022222222222222223, "selected_outside_frac": 0.9777777777777777, "selected_x_range": 0.8125, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 1522, "target_elements": 4000, "gap": 2478, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 168, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.24773135781288147, "score_p50": 0.19552606344223022, "score_p90": 0.36250823736190796, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 785, "n_outside": 459, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1734, "target_elements": 4000, "gap": 2266, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 94, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.23490126430988312, "score_p50": 0.19552606344223022, "score_p90": 0.36250823736190796, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 785, "n_outside": 673, "selected_inside_frac": 0.6551724137931034, "selected_interface_frac": 0.0, "selected_outside_frac": 0.3448275862068966, "selected_x_range": 0.9375, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1948, "target_elements": 4000, "gap": 2052, "cutoff_score": 0.36250823736190796, "num_tied_at_cutoff": 305, "score_decreased": true }, { "score_max": 0.36250823736190796, "score_mean": 0.21469442546367645, "score_p50": 0.19552606344223022, "score_p90": 0.2765156030654907, "fraction_gt1": 0.0, "n_inside": 654, "n_interface": 917, "n_outside": 743, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4479166666666667, "selected_y_range": 0.4479166666666667, "step": 10, "n_elem": 2314, "target_elements": 4000, "gap": 1686, "cutoff_score": 0.36250823736190796, "num_tied_at_cutoff": 222, "score_decreased": true }, { "score_max": 0.36250823736190796, "score_mean": 0.20343321561813354, "score_p50": 0.19552606344223022, "score_p90": 0.25633203983306885, "fraction_gt1": 0.0, "n_inside": 957, "n_interface": 924, "n_outside": 743, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.2916666666666667, "step": 11, "n_elem": 2624, "target_elements": 4000, "gap": 1376, "cutoff_score": 0.36250823736190796, "num_tied_at_cutoff": 126, "score_decreased": true }, { "score_max": 0.36250823736190796, "score_mean": 0.19435539841651917, "score_p50": 0.19552606344223022, "score_p90": 0.25633203983306885, "fraction_gt1": 0.0, "n_inside": 1281, "n_interface": 924, "n_outside": 743, "selected_inside_frac": 0.20454545454545456, "selected_interface_frac": 0.48863636363636365, "selected_outside_frac": 0.3068181818181818, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2948, "target_elements": 4000, "gap": 1052, "cutoff_score": 0.2765156030654907, "num_tied_at_cutoff": 112, "score_decreased": true }, { "score_max": 0.2765156030654907, "score_mean": 0.1823457032442093, "score_p50": 0.18125411868095398, "score_p90": 0.19552606344223022, "fraction_gt1": 0.0, "n_inside": 1355, "n_interface": 1135, "n_outside": 858, "selected_inside_frac": 0.62, "selected_interface_frac": 0.0, "selected_outside_frac": 0.38, "selected_x_range": 0.9427083333333334, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3348, "target_elements": 4000, "gap": 652, "cutoff_score": 0.25633203983306885, "num_tied_at_cutoff": 219, "score_decreased": true }, { "score_max": 0.25633203983306885, "score_mean": 0.16969400644302368, "score_p50": 0.18125411868095398, "score_p90": 0.19552606344223022, "fraction_gt1": 0.0, "n_inside": 1634, "n_interface": 1182, "n_outside": 1024, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.375, "step": 14, "n_elem": 3840, "target_elements": 4000, "gap": 160, "cutoff_score": 0.25633203983306885, "num_tied_at_cutoff": 134, "score_decreased": true } ], "sample_id": 30, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.167530376746016, "max_err": 0.2659904064143226, "actual_elements": 4148, "num_steps": 13, "num_solves": 1, "score_stats": [ { "score_max": 0.9885134100914001, "score_mean": 0.14659422636032104, "score_p50": 1.1160338999616215e-06, "score_p90": 0.9025349617004395, "fraction_gt1": 0.0, "n_inside": 100, "n_interface": 211, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.20833333333333331, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9813299775123596, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9874178171157837, "score_mean": 0.15333694219589233, "score_p50": 7.658299000468105e-05, "score_p90": 0.8193220496177673, "fraction_gt1": 0.0, "n_inside": 171, "n_interface": 216, "n_outside": 201, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.3333333333333333, "step": 1, "n_elem": 588, "target_elements": 4000, "gap": 3412, "cutoff_score": 0.9583333134651184, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9761215448379517, "score_mean": 0.17671780288219452, "score_p50": 0.00543655501678586, "score_p90": 0.8146694898605347, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 236, "n_outside": 201, "selected_inside_frac": 0.8, "selected_interface_frac": 0.2, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.37499999999999994, "step": 2, "n_elem": 698, "target_elements": 4000, "gap": 3302, "cutoff_score": 0.9346137642860413, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9733557105064392, "score_mean": 0.20932038128376007, "score_p50": 0.0099423136562109, "score_p90": 0.8053687810897827, "fraction_gt1": 0.0, "n_inside": 357, "n_interface": 266, "n_outside": 201, "selected_inside_frac": 0.8333333333333334, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.3958333333333333, "step": 3, "n_elem": 824, "target_elements": 4000, "gap": 3176, "cutoff_score": 0.9279984831809998, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9704475998878479, "score_mean": 0.21597976982593536, "score_p50": 0.010285168886184692, "score_p90": 0.8071600794792175, "fraction_gt1": 0.0, "n_inside": 470, "n_interface": 294, "n_outside": 204, "selected_inside_frac": 0.5172413793103449, "selected_interface_frac": 0.3448275862068966, "selected_outside_frac": 0.13793103448275862, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.3958333333333333, "step": 4, "n_elem": 968, "target_elements": 4000, "gap": 3032, "cutoff_score": 0.920789897441864, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9652867317199707, "score_mean": 0.20987974107265472, "score_p50": 0.010162784717977047, "score_p90": 0.8100589513778687, "fraction_gt1": 0.0, "n_inside": 563, "n_interface": 359, "n_outside": 234, "selected_inside_frac": 0.5588235294117647, "selected_interface_frac": 0.11764705882352941, "selected_outside_frac": 0.3235294117647059, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.47916666666666674, "step": 5, "n_elem": 1156, "target_elements": 4000, "gap": 2844, "cutoff_score": 0.9060515761375427, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.970497727394104, "score_mean": 0.20982372760772705, "score_p50": 0.010909739881753922, "score_p90": 0.8406352996826172, "fraction_gt1": 0.0, "n_inside": 672, "n_interface": 392, "n_outside": 288, "selected_inside_frac": 0.55, "selected_interface_frac": 0.225, "selected_outside_frac": 0.225, "selected_x_range": 0.84375, "selected_y_range": 0.5104166666666667, "step": 6, "n_elem": 1352, "target_elements": 4000, "gap": 2648, "cutoff_score": 0.9091985821723938, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9687715172767639, "score_mean": 0.2013421207666397, "score_p50": 0.011381298303604126, "score_p90": 0.8110408782958984, "fraction_gt1": 0.0, "n_inside": 788, "n_interface": 453, "n_outside": 345, "selected_inside_frac": 0.8085106382978723, "selected_interface_frac": 0.14893617021276595, "selected_outside_frac": 0.0425531914893617, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.5416666666666667, "step": 7, "n_elem": 1586, "target_elements": 4000, "gap": 2414, "cutoff_score": 0.8944756388664246, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9619367718696594, "score_mean": 0.20253045856952667, "score_p50": 0.0185477863997221, "score_p90": 0.7844789624214172, "fraction_gt1": 0.0, "n_inside": 998, "n_interface": 503, "n_outside": 359, "selected_inside_frac": 0.6909090909090909, "selected_interface_frac": 0.21818181818181817, "selected_outside_frac": 0.09090909090909091, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.6041666666666667, "step": 8, "n_elem": 1860, "target_elements": 4000, "gap": 2140, "cutoff_score": 0.8973016738891602, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9560441970825195, "score_mean": 0.20893815159797668, "score_p50": 0.020797278732061386, "score_p90": 0.78929203748703, "fraction_gt1": 0.0, "n_inside": 1206, "n_interface": 584, "n_outside": 398, "selected_inside_frac": 0.6615384615384615, "selected_interface_frac": 0.2153846153846154, "selected_outside_frac": 0.12307692307692308, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.6875, "step": 9, "n_elem": 2188, "target_elements": 4000, "gap": 1812, "cutoff_score": 0.9011638164520264, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9671384692192078, "score_mean": 0.20591092109680176, "score_p50": 0.025799956172704697, "score_p90": 0.7792710065841675, "fraction_gt1": 0.0, "n_inside": 1429, "n_interface": 680, "n_outside": 457, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.3815789473684211, "selected_outside_frac": 0.14473684210526316, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.7916666666666667, "step": 10, "n_elem": 2566, "target_elements": 4000, "gap": 1434, "cutoff_score": 0.9025012850761414, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9733696579933167, "score_mean": 0.22530119121074677, "score_p50": 0.028859954327344894, "score_p90": 0.7981647253036499, "fraction_gt1": 0.0, "n_inside": 1625, "n_interface": 873, "n_outside": 508, "selected_inside_frac": 0.35555555555555557, "selected_interface_frac": 0.32222222222222224, "selected_outside_frac": 0.32222222222222224, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.8541666666666667, "step": 11, "n_elem": 3006, "target_elements": 4000, "gap": 994, "cutoff_score": 0.8883593678474426, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9644017815589905, "score_mean": 0.22296515107154846, "score_p50": 0.013731757178902626, "score_p90": 0.8158706426620483, "fraction_gt1": 0.0, "n_inside": 1821, "n_interface": 1038, "n_outside": 679, "selected_inside_frac": 0.39622641509433965, "selected_interface_frac": 0.25471698113207547, "selected_outside_frac": 0.3490566037735849, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.8541666666666667, "step": 12, "n_elem": 3538, "target_elements": 4000, "gap": 462, "cutoff_score": 0.8951866626739502, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 30, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.16061003372586835, "max_err": 0.23556126872441063, "actual_elements": 4077, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 2.3266658782958984, "score_mean": -1.4156103134155273e-07, "score_p50": -0.47473615407943726, "score_p90": 2.177816867828369, "fraction_gt1": 0.16796875, "n_inside": 100, "n_interface": 211, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.20833333333333331, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 2.3154735565185547, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.6702189445495605, "score_mean": -7.136338098234773e-08, "score_p50": -0.41805487871170044, "score_p90": 1.8317278623580933, "fraction_gt1": 0.14965986394557823, "n_inside": 171, "n_interface": 216, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.3333333333333333, "step": 1, "n_elem": 588, "target_elements": 4000, "gap": 3412, "cutoff_score": 2.6208016872406006, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.2382354736328125, "score_mean": -2.0672131029186858e-07, "score_p50": -0.3386293053627014, "score_p90": 1.0534499883651733, "fraction_gt1": 0.11560693641618497, "n_inside": 263, "n_interface": 228, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.4583333333333333, "step": 2, "n_elem": 692, "target_elements": 4000, "gap": 3308, "cutoff_score": 3.044022560119629, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.200798988342285, "score_mean": -4.083743831984066e-08, "score_p50": -0.16535496711730957, "score_p90": 1.1047775745391846, "fraction_gt1": 0.1297229219143577, "n_inside": 344, "n_interface": 249, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4270833333333333, "selected_y_range": 0.42708333333333337, "step": 3, "n_elem": 794, "target_elements": 4000, "gap": 3206, "cutoff_score": 1.9059563875198364, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.209787607192993, "score_mean": -2.3372324164938618e-07, "score_p50": 0.046647608280181885, "score_p90": 1.2054967880249023, "fraction_gt1": 0.1400437636761488, "n_inside": 447, "n_interface": 266, "n_outside": 201, "selected_inside_frac": 0.2222222222222222, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.0, "selected_x_range": 0.65625, "selected_y_range": 0.34374999999999994, "step": 4, "n_elem": 914, "target_elements": 4000, "gap": 3086, "cutoff_score": 1.483943223953247, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.6128365993499756, "score_mean": -2.3430001760971209e-07, "score_p50": 0.15978793799877167, "score_p90": 1.3723058700561523, "fraction_gt1": 0.15547024952015356, "n_inside": 481, "n_interface": 357, "n_outside": 204, "selected_inside_frac": 0.3225806451612903, "selected_interface_frac": 0.16129032258064516, "selected_outside_frac": 0.5161290322580645, "selected_x_range": 0.53125, "selected_y_range": 0.37500000000000006, "step": 5, "n_elem": 1042, "target_elements": 4000, "gap": 2958, "cutoff_score": 1.4809153079986572, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8915314674377441, "score_mean": -1.0105158310125262e-07, "score_p50": 0.10535643994808197, "score_p90": 1.3267875909805298, "fraction_gt1": 0.1423841059602649, "n_inside": 539, "n_interface": 382, "n_outside": 287, "selected_inside_frac": 0.8888888888888888, "selected_interface_frac": 0.08333333333333333, "selected_outside_frac": 0.027777777777777776, "selected_x_range": 0.84375, "selected_y_range": 0.43750000000000006, "step": 6, "n_elem": 1208, "target_elements": 4000, "gap": 2792, "cutoff_score": 1.6746454238891602, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.996254563331604, "score_mean": -4.3596539711643345e-08, "score_p50": -0.2846832275390625, "score_p90": 1.4494909048080444, "fraction_gt1": 0.15857142857142856, "n_inside": 694, "n_interface": 407, "n_outside": 299, "selected_inside_frac": 0.5952380952380952, "selected_interface_frac": 0.11904761904761904, "selected_outside_frac": 0.2857142857142857, "selected_x_range": 0.71875, "selected_y_range": 0.5416666666666667, "step": 7, "n_elem": 1400, "target_elements": 4000, "gap": 2600, "cutoff_score": 1.7101725339889526, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0360493659973145, "score_mean": 1.1164967617105503e-07, "score_p50": -0.21882487833499908, "score_p90": 1.3820576667785645, "fraction_gt1": 0.15548780487804878, "n_inside": 817, "n_interface": 459, "n_outside": 364, "selected_inside_frac": 0.6122448979591837, "selected_interface_frac": 0.16326530612244897, "selected_outside_frac": 0.22448979591836735, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.5625, "step": 8, "n_elem": 1640, "target_elements": 4000, "gap": 2360, "cutoff_score": 1.776989221572876, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2239861488342285, "score_mean": -7.849171623774964e-08, "score_p50": -0.43968892097473145, "score_p90": 1.2557255029678345, "fraction_gt1": 0.13271604938271606, "n_inside": 1007, "n_interface": 511, "n_outside": 426, "selected_inside_frac": 0.5172413793103449, "selected_interface_frac": 0.3448275862068966, "selected_outside_frac": 0.13793103448275862, "selected_x_range": 0.9375, "selected_y_range": 0.7708333333333333, "step": 9, "n_elem": 1944, "target_elements": 4000, "gap": 2056, "cutoff_score": 1.8864445686340332, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5750532150268555, "score_mean": -5.365728128481351e-08, "score_p50": -0.49433812499046326, "score_p90": 1.2484962940216064, "fraction_gt1": 0.149010989010989, "n_inside": 1160, "n_interface": 643, "n_outside": 472, "selected_inside_frac": 0.17647058823529413, "selected_interface_frac": 0.4411764705882353, "selected_outside_frac": 0.38235294117647056, "selected_x_range": 0.9375, "selected_y_range": 0.8958333333333333, "step": 10, "n_elem": 2275, "target_elements": 4000, "gap": 1725, "cutoff_score": 1.5347840785980225, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.41444993019104, "score_mean": 2.3322566988781546e-08, "score_p50": -0.3943311274051666, "score_p90": 1.3435722589492798, "fraction_gt1": 0.14978983568972107, "n_inside": 1213, "n_interface": 804, "n_outside": 600, "selected_inside_frac": 0.2692307692307692, "selected_interface_frac": 0.3717948717948718, "selected_outside_frac": 0.358974358974359, "selected_x_range": 0.96875, "selected_y_range": 0.9375, "step": 11, "n_elem": 2617, "target_elements": 4000, "gap": 1383, "cutoff_score": 1.686885952949524, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1328940391540527, "score_mean": -1.2268372984181042e-07, "score_p50": -0.27738386392593384, "score_p90": 1.1841530799865723, "fraction_gt1": 0.12763819095477386, "n_inside": 1324, "n_interface": 924, "n_outside": 737, "selected_inside_frac": 0.898876404494382, "selected_interface_frac": 0.0449438202247191, "selected_outside_frac": 0.056179775280898875, "selected_x_range": 0.7291666666666666, "selected_y_range": 0.453125, "step": 12, "n_elem": 2985, "target_elements": 4000, "gap": 1015, "cutoff_score": 1.8269518613815308, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.051287889480591, "score_mean": 5.361799892966701e-08, "score_p50": -0.10909907519817352, "score_p90": 1.2314014434814453, "fraction_gt1": 0.15285505124450952, "n_inside": 1679, "n_interface": 971, "n_outside": 765, "selected_inside_frac": 0.9117647058823529, "selected_interface_frac": 0.06862745098039216, "selected_outside_frac": 0.0196078431372549, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.5208333333333334, "step": 13, "n_elem": 3415, "target_elements": 4000, "gap": 585, "cutoff_score": 1.8772013187408447, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.437765121459961, "score_mean": -4.711926493428109e-08, "score_p50": 0.056723594665527344, "score_p90": 1.342343807220459, "fraction_gt1": 0.17164179104477612, "n_inside": 2102, "n_interface": 1009, "n_outside": 775, "selected_inside_frac": 0.6052631578947368, "selected_interface_frac": 0.02631578947368421, "selected_outside_frac": 0.3684210526315789, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.625, "step": 14, "n_elem": 3886, "target_elements": 4000, "gap": 114, "cutoff_score": 1.9423761367797852, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 30, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.13953515066548064, "max_err": 0.21263874240436675, "actual_elements": 8126, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.7250164747238159, "score_mean": 0.45627957582473755, "score_p50": 0.39105212688446045, "score_p90": 0.7250164747238159, "fraction_gt1": 0.0, "n_inside": 100, "n_interface": 211, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4791666666666667, "selected_y_range": 0.4583333333333333, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.7250164747238159, "num_tied_at_cutoff": 100, "score_decreased": null }, { "score_max": 0.7250164747238159, "score_mean": 0.4070162773132324, "score_p50": 0.39105212688446045, "score_p90": 0.5126640796661377, "fraction_gt1": 0.0, "n_inside": 174, "n_interface": 263, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.3958333333333333, "step": 1, "n_elem": 638, "target_elements": 8000, "gap": 7362, "cutoff_score": 0.7250164747238159, "num_tied_at_cutoff": 61, "score_decreased": true }, { "score_max": 0.7250164747238159, "score_mean": 0.3832763135433197, "score_p50": 0.39105212688446045, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 268, "n_interface": 271, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333337, "selected_y_range": 0.20833333333333331, "step": 2, "n_elem": 740, "target_elements": 8000, "gap": 7260, "cutoff_score": 0.7250164747238159, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.5126640796661377, "score_mean": 0.36622658371925354, "score_p50": 0.36250823736190796, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 366, "n_interface": 271, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.375, "step": 3, "n_elem": 838, "target_elements": 8000, "gap": 7162, "cutoff_score": 0.5126640796661377, "num_tied_at_cutoff": 27, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.33842819929122925, "score_p50": 0.36250823736190796, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 487, "n_interface": 282, "n_outside": 201, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.625, "step": 4, "n_elem": 970, "target_elements": 8000, "gap": 7030, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 374, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.3109055459499359, "score_p50": 0.36250823736190796, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 432, "n_outside": 201, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.75, "step": 5, "n_elem": 1123, "target_elements": 8000, "gap": 6877, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 314, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.28591859340667725, "score_p50": 0.25633203983306885, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 614, "n_outside": 201, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.9166666666666667, "step": 6, "n_elem": 1305, "target_elements": 8000, "gap": 6695, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 248, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.26397740840911865, "score_p50": 0.25633203983306885, "score_p90": 0.39105212688446045, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 771, "n_outside": 261, "selected_inside_frac": 0.0, "selected_interface_frac": 0.022222222222222223, "selected_outside_frac": 0.9777777777777777, "selected_x_range": 0.8125, "selected_y_range": 0.9583333333333333, "step": 7, "n_elem": 1522, "target_elements": 8000, "gap": 6478, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 168, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.24773135781288147, "score_p50": 0.19552606344223022, "score_p90": 0.36250823736190796, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 785, "n_outside": 459, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1734, "target_elements": 8000, "gap": 6266, "cutoff_score": 0.39105212688446045, "num_tied_at_cutoff": 94, "score_decreased": true }, { "score_max": 0.39105212688446045, "score_mean": 0.23490126430988312, "score_p50": 0.19552606344223022, "score_p90": 0.36250823736190796, "fraction_gt1": 0.0, "n_inside": 490, "n_interface": 785, "n_outside": 673, "selected_inside_frac": 0.6551724137931034, "selected_interface_frac": 0.0, "selected_outside_frac": 0.3448275862068966, "selected_x_range": 0.9375, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1948, "target_elements": 8000, "gap": 6052, "cutoff_score": 0.36250823736190796, "num_tied_at_cutoff": 305, "score_decreased": true }, { "score_max": 0.36250823736190796, "score_mean": 0.21469442546367645, "score_p50": 0.19552606344223022, "score_p90": 0.2765156030654907, "fraction_gt1": 0.0, "n_inside": 654, "n_interface": 917, "n_outside": 743, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4479166666666667, "selected_y_range": 0.4479166666666667, "step": 10, "n_elem": 2314, "target_elements": 8000, "gap": 5686, "cutoff_score": 0.36250823736190796, "num_tied_at_cutoff": 222, "score_decreased": true }, { "score_max": 0.36250823736190796, "score_mean": 0.20343321561813354, "score_p50": 0.19552606344223022, "score_p90": 0.25633203983306885, "fraction_gt1": 0.0, "n_inside": 957, "n_interface": 924, "n_outside": 743, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.2916666666666667, "step": 11, "n_elem": 2624, "target_elements": 8000, "gap": 5376, "cutoff_score": 0.36250823736190796, "num_tied_at_cutoff": 126, "score_decreased": true }, { "score_max": 0.36250823736190796, "score_mean": 0.19435539841651917, "score_p50": 0.19552606344223022, "score_p90": 0.25633203983306885, "fraction_gt1": 0.0, "n_inside": 1281, "n_interface": 924, "n_outside": 743, "selected_inside_frac": 0.20454545454545456, "selected_interface_frac": 0.48863636363636365, "selected_outside_frac": 0.3068181818181818, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2948, "target_elements": 8000, "gap": 5052, "cutoff_score": 0.2765156030654907, "num_tied_at_cutoff": 112, "score_decreased": true }, { "score_max": 0.2765156030654907, "score_mean": 0.1823457032442093, "score_p50": 0.18125411868095398, "score_p90": 0.19552606344223022, "fraction_gt1": 0.0, "n_inside": 1355, "n_interface": 1135, "n_outside": 858, "selected_inside_frac": 0.62, "selected_interface_frac": 0.0, "selected_outside_frac": 0.38, "selected_x_range": 0.9427083333333334, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3348, "target_elements": 8000, "gap": 4652, "cutoff_score": 0.25633203983306885, "num_tied_at_cutoff": 219, "score_decreased": true }, { "score_max": 0.25633203983306885, "score_mean": 0.16969400644302368, "score_p50": 0.18125411868095398, "score_p90": 0.19552606344223022, "fraction_gt1": 0.0, "n_inside": 1634, "n_interface": 1182, "n_outside": 1024, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.375, "step": 14, "n_elem": 3840, "target_elements": 8000, "gap": 4160, "cutoff_score": 0.25633203983306885, "num_tied_at_cutoff": 134, "score_decreased": true }, { "score_max": 0.25633203983306885, "score_mean": 0.16002000868320465, "score_p50": 0.18125411868095398, "score_p90": 0.19552606344223022, "fraction_gt1": 0.0, "n_inside": 2116, "n_interface": 1182, "n_outside": 1024, "selected_inside_frac": 0.09302325581395349, "selected_interface_frac": 0.9069767441860465, "selected_outside_frac": 0.0, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.6041666666666667, "step": 15, "n_elem": 4322, "target_elements": 8000, "gap": 3678, "cutoff_score": 0.19552606344223022, "num_tied_at_cutoff": 1186, "score_decreased": true }, { "score_max": 0.19552606344223022, "score_mean": 0.14906689524650574, "score_p50": 0.13825780153274536, "score_p90": 0.19552606344223022, "fraction_gt1": 0.0, "n_inside": 2166, "n_interface": 1709, "n_outside": 1024, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.65625, "selected_y_range": 0.7604166666666667, "step": 16, "n_elem": 4899, "target_elements": 8000, "gap": 3101, "cutoff_score": 0.19552606344223022, "num_tied_at_cutoff": 1002, "score_decreased": true }, { "score_max": 0.19552606344223022, "score_mean": 0.13968677818775177, "score_p50": 0.12816601991653442, "score_p90": 0.19552606344223022, "fraction_gt1": 0.0, "n_inside": 2166, "n_interface": 2327, "n_outside": 1024, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.90625, "step": 17, "n_elem": 5517, "target_elements": 8000, "gap": 2483, "cutoff_score": 0.19552606344223022, "num_tied_at_cutoff": 792, "score_decreased": true }, { "score_max": 0.19552606344223022, "score_mean": 0.13152101635932922, "score_p50": 0.12816601991653442, "score_p90": 0.18125411868095398, "fraction_gt1": 0.0, "n_inside": 2166, "n_interface": 2977, "n_outside": 1051, "selected_inside_frac": 0.0, "selected_interface_frac": 0.005405405405405406, "selected_outside_frac": 0.9945945945945946, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.9791666666666667, "step": 18, "n_elem": 6194, "target_elements": 8000, "gap": 1806, "cutoff_score": 0.19552606344223022, "num_tied_at_cutoff": 572, "score_decreased": true }, { "score_max": 0.19552606344223022, "score_mean": 0.12462243437767029, "score_p50": 0.09776303172111511, "score_p90": 0.18125411868095398, "fraction_gt1": 0.0, "n_inside": 2166, "n_interface": 3000, "n_outside": 1742, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 6908, "target_elements": 8000, "gap": 1092, "cutoff_score": 0.19552606344223022, "num_tied_at_cutoff": 346, "score_decreased": true }, { "score_max": 0.19552606344223022, "score_mean": 0.11883001774549484, "score_p50": 0.09776303172111511, "score_p90": 0.18125411868095398, "fraction_gt1": 0.0, "n_inside": 2166, "n_interface": 3000, "n_outside": 2486, "selected_inside_frac": 0.1206896551724138, "selected_interface_frac": 0.0, "selected_outside_frac": 0.8793103448275862, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9791666666666667, "step": 20, "n_elem": 7652, "target_elements": 8000, "gap": 348, "cutoff_score": 0.18125411868095398, "num_tied_at_cutoff": 982, "score_decreased": true } ], "sample_id": 30, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.13248068312140837, "max_err": 0.1947240968888983, "actual_elements": 8278, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9885134100914001, "score_mean": 0.14659422636032104, "score_p50": 1.1160338999616215e-06, "score_p90": 0.9025349617004395, "fraction_gt1": 0.0, "n_inside": 100, "n_interface": 211, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.20833333333333331, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9813299775123596, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9874178171157837, "score_mean": 0.15333694219589233, "score_p50": 7.658299000468105e-05, "score_p90": 0.8193220496177673, "fraction_gt1": 0.0, "n_inside": 171, "n_interface": 216, "n_outside": 201, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.3333333333333333, "step": 1, "n_elem": 588, "target_elements": 8000, "gap": 7412, "cutoff_score": 0.9583333134651184, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9761215448379517, "score_mean": 0.17671780288219452, "score_p50": 0.00543655501678586, "score_p90": 0.8146694898605347, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 236, "n_outside": 201, "selected_inside_frac": 0.8, "selected_interface_frac": 0.2, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.37499999999999994, "step": 2, "n_elem": 698, "target_elements": 8000, "gap": 7302, "cutoff_score": 0.9346137642860413, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9733557105064392, "score_mean": 0.20932038128376007, "score_p50": 0.0099423136562109, "score_p90": 0.8053687810897827, "fraction_gt1": 0.0, "n_inside": 357, "n_interface": 266, "n_outside": 201, "selected_inside_frac": 0.8333333333333334, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.3958333333333333, "step": 3, "n_elem": 824, "target_elements": 8000, "gap": 7176, "cutoff_score": 0.9279984831809998, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9704475998878479, "score_mean": 0.21597976982593536, "score_p50": 0.010285168886184692, "score_p90": 0.8071600794792175, "fraction_gt1": 0.0, "n_inside": 470, "n_interface": 294, "n_outside": 204, "selected_inside_frac": 0.5172413793103449, "selected_interface_frac": 0.3448275862068966, "selected_outside_frac": 0.13793103448275862, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.3958333333333333, "step": 4, "n_elem": 968, "target_elements": 8000, "gap": 7032, "cutoff_score": 0.920789897441864, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9652867317199707, "score_mean": 0.20987974107265472, "score_p50": 0.010162784717977047, "score_p90": 0.8100589513778687, "fraction_gt1": 0.0, "n_inside": 563, "n_interface": 359, "n_outside": 234, "selected_inside_frac": 0.5588235294117647, "selected_interface_frac": 0.11764705882352941, "selected_outside_frac": 0.3235294117647059, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.47916666666666674, "step": 5, "n_elem": 1156, "target_elements": 8000, "gap": 6844, "cutoff_score": 0.9060515761375427, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.970497727394104, "score_mean": 0.20982372760772705, "score_p50": 0.010909739881753922, "score_p90": 0.8406352996826172, "fraction_gt1": 0.0, "n_inside": 672, "n_interface": 392, "n_outside": 288, "selected_inside_frac": 0.55, "selected_interface_frac": 0.225, "selected_outside_frac": 0.225, "selected_x_range": 0.84375, "selected_y_range": 0.5104166666666667, "step": 6, "n_elem": 1352, "target_elements": 8000, "gap": 6648, "cutoff_score": 0.9091985821723938, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9687715172767639, "score_mean": 0.2013421207666397, "score_p50": 0.011381298303604126, "score_p90": 0.8110408782958984, "fraction_gt1": 0.0, "n_inside": 788, "n_interface": 453, "n_outside": 345, "selected_inside_frac": 0.8085106382978723, "selected_interface_frac": 0.14893617021276595, "selected_outside_frac": 0.0425531914893617, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.5416666666666667, "step": 7, "n_elem": 1586, "target_elements": 8000, "gap": 6414, "cutoff_score": 0.8944756388664246, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9619367718696594, "score_mean": 0.20253045856952667, "score_p50": 0.0185477863997221, "score_p90": 0.7844789624214172, "fraction_gt1": 0.0, "n_inside": 998, "n_interface": 503, "n_outside": 359, "selected_inside_frac": 0.6909090909090909, "selected_interface_frac": 0.21818181818181817, "selected_outside_frac": 0.09090909090909091, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.6041666666666667, "step": 8, "n_elem": 1860, "target_elements": 8000, "gap": 6140, "cutoff_score": 0.8973016738891602, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9560441970825195, "score_mean": 0.20893815159797668, "score_p50": 0.020797278732061386, "score_p90": 0.78929203748703, "fraction_gt1": 0.0, "n_inside": 1206, "n_interface": 584, "n_outside": 398, "selected_inside_frac": 0.6615384615384615, "selected_interface_frac": 0.2153846153846154, "selected_outside_frac": 0.12307692307692308, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.6875, "step": 9, "n_elem": 2188, "target_elements": 8000, "gap": 5812, "cutoff_score": 0.9011638164520264, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9671384692192078, "score_mean": 0.20591092109680176, "score_p50": 0.025799956172704697, "score_p90": 0.7792710065841675, "fraction_gt1": 0.0, "n_inside": 1429, "n_interface": 680, "n_outside": 457, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.3815789473684211, "selected_outside_frac": 0.14473684210526316, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.7916666666666667, "step": 10, "n_elem": 2566, "target_elements": 8000, "gap": 5434, "cutoff_score": 0.9025012850761414, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9733696579933167, "score_mean": 0.22530119121074677, "score_p50": 0.028859954327344894, "score_p90": 0.7981647253036499, "fraction_gt1": 0.0, "n_inside": 1625, "n_interface": 873, "n_outside": 508, "selected_inside_frac": 0.35555555555555557, "selected_interface_frac": 0.32222222222222224, "selected_outside_frac": 0.32222222222222224, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.8541666666666667, "step": 11, "n_elem": 3006, "target_elements": 8000, "gap": 4994, "cutoff_score": 0.8883593678474426, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9644017815589905, "score_mean": 0.22296515107154846, "score_p50": 0.013731757178902626, "score_p90": 0.8158706426620483, "fraction_gt1": 0.0, "n_inside": 1821, "n_interface": 1038, "n_outside": 679, "selected_inside_frac": 0.39622641509433965, "selected_interface_frac": 0.25471698113207547, "selected_outside_frac": 0.3490566037735849, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.8541666666666667, "step": 12, "n_elem": 3538, "target_elements": 8000, "gap": 4462, "cutoff_score": 0.8951866626739502, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9788441061973572, "score_mean": 0.21482491493225098, "score_p50": 0.008157366886734962, "score_p90": 0.8224164843559265, "fraction_gt1": 0.0, "n_inside": 2069, "n_interface": 1199, "n_outside": 880, "selected_inside_frac": 0.5967741935483871, "selected_interface_frac": 0.1693548387096774, "selected_outside_frac": 0.23387096774193547, "selected_x_range": 0.9270833333333334, "selected_y_range": 0.8125, "step": 13, "n_elem": 4148, "target_elements": 8000, "gap": 3852, "cutoff_score": 0.9069240093231201, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9707594513893127, "score_mean": 0.19757017493247986, "score_p50": 0.007549428381025791, "score_p90": 0.7968035936355591, "fraction_gt1": 0.0, "n_inside": 2452, "n_interface": 1315, "n_outside": 1059, "selected_inside_frac": 0.7430555555555556, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.09027777777777778, "selected_x_range": 0.9375, "selected_y_range": 0.9166666666666667, "step": 14, "n_elem": 4826, "target_elements": 8000, "gap": 3174, "cutoff_score": 0.8955187201499939, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9556688666343689, "score_mean": 0.18541695177555084, "score_p50": 0.010862912982702255, "score_p90": 0.7684678435325623, "fraction_gt1": 0.0, "n_inside": 3010, "n_interface": 1464, "n_outside": 1148, "selected_inside_frac": 0.6130952380952381, "selected_interface_frac": 0.15476190476190477, "selected_outside_frac": 0.23214285714285715, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9375, "step": 15, "n_elem": 5622, "target_elements": 8000, "gap": 2378, "cutoff_score": 0.8725817203521729, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9687389731407166, "score_mean": 0.1779780387878418, "score_p50": 0.012686551548540592, "score_p90": 0.7331696152687073, "fraction_gt1": 0.0, "n_inside": 3571, "n_interface": 1628, "n_outside": 1360, "selected_inside_frac": 0.5051020408163265, "selected_interface_frac": 0.2857142857142857, "selected_outside_frac": 0.20918367346938777, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.7916666666666666, "step": 16, "n_elem": 6559, "target_elements": 8000, "gap": 1441, "cutoff_score": 0.8582631945610046, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9621679186820984, "score_mean": 0.18109789490699768, "score_p50": 0.01028572116047144, "score_p90": 0.7362321019172668, "fraction_gt1": 0.0, "n_inside": 4125, "n_interface": 1960, "n_outside": 1611, "selected_inside_frac": 0.801980198019802, "selected_interface_frac": 0.15841584158415842, "selected_outside_frac": 0.039603960396039604, "selected_x_range": 0.578125, "selected_y_range": 0.7291666666666666, "step": 17, "n_elem": 7696, "target_elements": 8000, "gap": 304, "cutoff_score": 0.9023028016090393, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 30, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.12534804983915018, "max_err": 0.18815404088693166, "actual_elements": 8341, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 2.3266658782958984, "score_mean": -1.4156103134155273e-07, "score_p50": -0.47473615407943726, "score_p90": 2.177816867828369, "fraction_gt1": 0.16796875, "n_inside": 100, "n_interface": 211, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.20833333333333331, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 2.3154735565185547, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.6702189445495605, "score_mean": -7.136338098234773e-08, "score_p50": -0.41805487871170044, "score_p90": 1.8317278623580933, "fraction_gt1": 0.14965986394557823, "n_inside": 171, "n_interface": 216, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.3333333333333333, "step": 1, "n_elem": 588, "target_elements": 8000, "gap": 7412, "cutoff_score": 2.6208016872406006, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.2382354736328125, "score_mean": -2.0672131029186858e-07, "score_p50": -0.3386293053627014, "score_p90": 1.0534499883651733, "fraction_gt1": 0.11560693641618497, "n_inside": 263, "n_interface": 228, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.4583333333333333, "step": 2, "n_elem": 692, "target_elements": 8000, "gap": 7308, "cutoff_score": 3.044022560119629, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.200798988342285, "score_mean": -4.083743831984066e-08, "score_p50": -0.16535496711730957, "score_p90": 1.1047775745391846, "fraction_gt1": 0.1297229219143577, "n_inside": 344, "n_interface": 249, "n_outside": 201, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4270833333333333, "selected_y_range": 0.42708333333333337, "step": 3, "n_elem": 794, "target_elements": 8000, "gap": 7206, "cutoff_score": 1.9059563875198364, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.209787607192993, "score_mean": -2.3372324164938618e-07, "score_p50": 0.046647608280181885, "score_p90": 1.2054967880249023, "fraction_gt1": 0.1400437636761488, "n_inside": 447, "n_interface": 266, "n_outside": 201, "selected_inside_frac": 0.2222222222222222, "selected_interface_frac": 0.7777777777777778, "selected_outside_frac": 0.0, "selected_x_range": 0.65625, "selected_y_range": 0.34374999999999994, "step": 4, "n_elem": 914, "target_elements": 8000, "gap": 7086, "cutoff_score": 1.483943223953247, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.6128365993499756, "score_mean": -2.3430001760971209e-07, "score_p50": 0.15978793799877167, "score_p90": 1.3723058700561523, "fraction_gt1": 0.15547024952015356, "n_inside": 481, "n_interface": 357, "n_outside": 204, "selected_inside_frac": 0.3225806451612903, "selected_interface_frac": 0.16129032258064516, "selected_outside_frac": 0.5161290322580645, "selected_x_range": 0.53125, "selected_y_range": 0.37500000000000006, "step": 5, "n_elem": 1042, "target_elements": 8000, "gap": 6958, "cutoff_score": 1.4809153079986572, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8915314674377441, "score_mean": -1.0105158310125262e-07, "score_p50": 0.10535643994808197, "score_p90": 1.3267875909805298, "fraction_gt1": 0.1423841059602649, "n_inside": 539, "n_interface": 382, "n_outside": 287, "selected_inside_frac": 0.8888888888888888, "selected_interface_frac": 0.08333333333333333, "selected_outside_frac": 0.027777777777777776, "selected_x_range": 0.84375, "selected_y_range": 0.43750000000000006, "step": 6, "n_elem": 1208, "target_elements": 8000, "gap": 6792, "cutoff_score": 1.6746454238891602, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.996254563331604, "score_mean": -4.3596539711643345e-08, "score_p50": -0.2846832275390625, "score_p90": 1.4494909048080444, "fraction_gt1": 0.15857142857142856, "n_inside": 694, "n_interface": 407, "n_outside": 299, "selected_inside_frac": 0.5952380952380952, "selected_interface_frac": 0.11904761904761904, "selected_outside_frac": 0.2857142857142857, "selected_x_range": 0.71875, "selected_y_range": 0.5416666666666667, "step": 7, "n_elem": 1400, "target_elements": 8000, "gap": 6600, "cutoff_score": 1.7101725339889526, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0360493659973145, "score_mean": 1.1164967617105503e-07, "score_p50": -0.21882487833499908, "score_p90": 1.3820576667785645, "fraction_gt1": 0.15548780487804878, "n_inside": 817, "n_interface": 459, "n_outside": 364, "selected_inside_frac": 0.6122448979591837, "selected_interface_frac": 0.16326530612244897, "selected_outside_frac": 0.22448979591836735, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.5625, "step": 8, "n_elem": 1640, "target_elements": 8000, "gap": 6360, "cutoff_score": 1.776989221572876, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2239861488342285, "score_mean": -7.849171623774964e-08, "score_p50": -0.43968892097473145, "score_p90": 1.2557255029678345, "fraction_gt1": 0.13271604938271606, "n_inside": 1007, "n_interface": 511, "n_outside": 426, "selected_inside_frac": 0.5172413793103449, "selected_interface_frac": 0.3448275862068966, "selected_outside_frac": 0.13793103448275862, "selected_x_range": 0.9375, "selected_y_range": 0.7708333333333333, "step": 9, "n_elem": 1944, "target_elements": 8000, "gap": 6056, "cutoff_score": 1.8864445686340332, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5750532150268555, "score_mean": -5.365728128481351e-08, "score_p50": -0.49433812499046326, "score_p90": 1.2484962940216064, "fraction_gt1": 0.149010989010989, "n_inside": 1160, "n_interface": 643, "n_outside": 472, "selected_inside_frac": 0.17647058823529413, "selected_interface_frac": 0.4411764705882353, "selected_outside_frac": 0.38235294117647056, "selected_x_range": 0.9375, "selected_y_range": 0.8958333333333333, "step": 10, "n_elem": 2275, "target_elements": 8000, "gap": 5725, "cutoff_score": 1.5347840785980225, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.41444993019104, "score_mean": 2.3322566988781546e-08, "score_p50": -0.3943311274051666, "score_p90": 1.3435722589492798, "fraction_gt1": 0.14978983568972107, "n_inside": 1213, "n_interface": 804, "n_outside": 600, "selected_inside_frac": 0.2692307692307692, "selected_interface_frac": 0.3717948717948718, "selected_outside_frac": 0.358974358974359, "selected_x_range": 0.96875, "selected_y_range": 0.9375, "step": 11, "n_elem": 2617, "target_elements": 8000, "gap": 5383, "cutoff_score": 1.686885952949524, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1328940391540527, "score_mean": -1.2268372984181042e-07, "score_p50": -0.27738386392593384, "score_p90": 1.1841530799865723, "fraction_gt1": 0.12763819095477386, "n_inside": 1324, "n_interface": 924, "n_outside": 737, "selected_inside_frac": 0.898876404494382, "selected_interface_frac": 0.0449438202247191, "selected_outside_frac": 0.056179775280898875, "selected_x_range": 0.7291666666666666, "selected_y_range": 0.453125, "step": 12, "n_elem": 2985, "target_elements": 8000, "gap": 5015, "cutoff_score": 1.8269518613815308, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.051287889480591, "score_mean": 5.361799892966701e-08, "score_p50": -0.10909907519817352, "score_p90": 1.2314014434814453, "fraction_gt1": 0.15285505124450952, "n_inside": 1679, "n_interface": 971, "n_outside": 765, "selected_inside_frac": 0.9117647058823529, "selected_interface_frac": 0.06862745098039216, "selected_outside_frac": 0.0196078431372549, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.5208333333333334, "step": 13, "n_elem": 3415, "target_elements": 8000, "gap": 4585, "cutoff_score": 1.8772013187408447, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.437765121459961, "score_mean": -4.711926493428109e-08, "score_p50": 0.056723594665527344, "score_p90": 1.342343807220459, "fraction_gt1": 0.17164179104477612, "n_inside": 2102, "n_interface": 1009, "n_outside": 775, "selected_inside_frac": 0.3017241379310345, "selected_interface_frac": 0.5517241379310345, "selected_outside_frac": 0.14655172413793102, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.6666666666666667, "step": 14, "n_elem": 3886, "target_elements": 8000, "gap": 4114, "cutoff_score": 1.5821688175201416, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.120605230331421, "score_mean": 0.0, "score_p50": -0.2378234565258026, "score_p90": 1.382939100265503, "fraction_gt1": 0.16074681238615665, "n_inside": 2263, "n_interface": 1278, "n_outside": 851, "selected_inside_frac": 0.05343511450381679, "selected_interface_frac": 0.183206106870229, "selected_outside_frac": 0.7633587786259542, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8333333333333334, "step": 15, "n_elem": 4392, "target_elements": 8000, "gap": 3608, "cutoff_score": 1.63523530960083, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1346936225891113, "score_mean": -4.870150149827168e-08, "score_p50": -0.41027265787124634, "score_p90": 1.3601086139678955, "fraction_gt1": 0.16177937362856573, "n_inside": 2294, "n_interface": 1444, "n_outside": 1275, "selected_inside_frac": 0.6066666666666667, "selected_interface_frac": 0.19333333333333333, "selected_outside_frac": 0.2, "selected_x_range": 0.9583333333333334, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 5013, "target_elements": 8000, "gap": 2987, "cutoff_score": 1.659238338470459, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.030789375305176, "score_mean": -2.147990763035068e-08, "score_p50": -0.3064029812812805, "score_p90": 1.4394676685333252, "fraction_gt1": 0.14939292627133557, "n_inside": 2634, "n_interface": 1620, "n_outside": 1429, "selected_inside_frac": 0.8294117647058824, "selected_interface_frac": 0.08235294117647059, "selected_outside_frac": 0.08823529411764706, "selected_x_range": 0.9479166666666666, "selected_y_range": 0.75, "step": 17, "n_elem": 5683, "target_elements": 8000, "gap": 2317, "cutoff_score": 1.8038268089294434, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.271326780319214, "score_mean": -3.809340398674976e-08, "score_p50": -0.2027207911014557, "score_p90": 1.2957298755645752, "fraction_gt1": 0.13793103448275862, "n_inside": 3145, "n_interface": 1735, "n_outside": 1529, "selected_inside_frac": 0.8177083333333334, "selected_interface_frac": 0.078125, "selected_outside_frac": 0.10416666666666667, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9583333333333334, "step": 18, "n_elem": 6409, "target_elements": 8000, "gap": 1591, "cutoff_score": 1.7898751497268677, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.425442934036255, "score_mean": 3.331613385171295e-08, "score_p50": -0.06520351767539978, "score_p90": 1.1756548881530762, "fraction_gt1": 0.12131550218340612, "n_inside": 3852, "n_interface": 1841, "n_outside": 1635, "selected_inside_frac": 0.7351598173515982, "selected_interface_frac": 0.1461187214611872, "selected_outside_frac": 0.1187214611872146, "selected_x_range": 0.9375, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 7328, "target_elements": 8000, "gap": 672, "cutoff_score": 1.779794692993164, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 30, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.1315402140941779, "max_err": 0.2078316170868224, "actual_elements": 2088, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.40803760290145874, "score_mean": 0.19542086124420166, "score_p50": 0.166127011179924, "score_p90": 0.40803760290145874, "fraction_gt1": 0.0, "n_inside": 62, "n_interface": 426, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.35416666666666674, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.40803760290145874, "num_tied_at_cutoff": 62, "score_decreased": null }, { "score_max": 0.40803760290145874, "score_mean": 0.1780664026737213, "score_p50": 0.166127011179924, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 138, "n_interface": 478, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.20833333333333334, "step": 1, "n_elem": 640, "target_elements": 2000, "gap": 1360, "cutoff_score": 0.40803760290145874, "num_tied_at_cutoff": 22, "score_decreased": true }, { "score_max": 0.28852617740631104, "score_mean": 0.17307288944721222, "score_p50": 0.166127011179924, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 218, "n_interface": 478, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.3125, "step": 2, "n_elem": 720, "target_elements": 2000, "gap": 1280, "cutoff_score": 0.28852617740631104, "num_tied_at_cutoff": 25, "score_decreased": true }, { "score_max": 0.28852617740631104, "score_mean": 0.16032052040100098, "score_p50": 0.166127011179924, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 310, "n_interface": 504, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.35416666666666674, "step": 3, "n_elem": 838, "target_elements": 2000, "gap": 1162, "cutoff_score": 0.20401880145072937, "num_tied_at_cutoff": 166, "score_decreased": true }, { "score_max": 0.20401880145072937, "score_mean": 0.1404348909854889, "score_p50": 0.14426308870315552, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 433, "n_interface": 589, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.29166666666666663, "step": 4, "n_elem": 1046, "target_elements": 2000, "gap": 954, "cutoff_score": 0.20401880145072937, "num_tied_at_cutoff": 120, "score_decreased": true }, { "score_max": 0.20401880145072937, "score_mean": 0.13047966361045837, "score_p50": 0.14426308870315552, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 591, "n_interface": 597, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.19791666666666666, "step": 5, "n_elem": 1212, "target_elements": 2000, "gap": 788, "cutoff_score": 0.20401880145072937, "num_tied_at_cutoff": 68, "score_decreased": true }, { "score_max": 0.20401880145072937, "score_mean": 0.12280246615409851, "score_p50": 0.10200940072536469, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 759, "n_interface": 597, "n_outside": 24, "selected_inside_frac": 0.3902439024390244, "selected_interface_frac": 0.6097560975609756, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1380, "target_elements": 2000, "gap": 620, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 398, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.11416815221309662, "score_p50": 0.10200940072536469, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 749, "n_outside": 24, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6875, "step": 7, "n_elem": 1596, "target_elements": 2000, "gap": 404, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 342, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.10669182240962982, "score_p50": 0.10200940072536469, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 981, "n_outside": 24, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1828, "target_elements": 2000, "gap": 172, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 266, "score_decreased": true } ], "sample_id": 31, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.13654333298643365, "max_err": 0.2131294190345976, "actual_elements": 2048, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9844838976860046, "score_mean": 0.1213134229183197, "score_p50": 1.6096787902597498e-08, "score_p90": 0.8122177720069885, "fraction_gt1": 0.0, "n_inside": 62, "n_interface": 426, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.27083333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9635205864906311, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9824643731117249, "score_mean": 0.07272741943597794, "score_p50": 1.5401147948068683e-06, "score_p90": 0.11799190938472748, "fraction_gt1": 0.0, "n_inside": 137, "n_interface": 439, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.35416666666666674, "step": 1, "n_elem": 600, "target_elements": 2000, "gap": 1400, "cutoff_score": 0.9585379958152771, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.968678891658783, "score_mean": 0.06136460602283478, "score_p50": 0.0001360505702905357, "score_p90": 0.1732838898897171, "fraction_gt1": 0.0, "n_inside": 212, "n_interface": 446, "n_outside": 24, "selected_inside_frac": 0.3, "selected_interface_frac": 0.7, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.375, "step": 2, "n_elem": 682, "target_elements": 2000, "gap": 1318, "cutoff_score": 0.6807460784912109, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9800183176994324, "score_mean": 0.14436101913452148, "score_p50": 0.00010539851791691035, "score_p90": 0.6515418291091919, "fraction_gt1": 0.0, "n_inside": 243, "n_interface": 529, "n_outside": 24, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 796, "target_elements": 2000, "gap": 1204, "cutoff_score": 0.9356649518013, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9871017932891846, "score_mean": 0.18074506521224976, "score_p50": 0.00014614677638746798, "score_p90": 0.8655922412872314, "fraction_gt1": 0.0, "n_inside": 322, "n_interface": 590, "n_outside": 24, "selected_inside_frac": 0.6428571428571429, "selected_interface_frac": 0.35714285714285715, "selected_outside_frac": 0.0, "selected_x_range": 0.44791666666666663, "selected_y_range": 0.5625, "step": 4, "n_elem": 936, "target_elements": 2000, "gap": 1064, "cutoff_score": 0.9461722373962402, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9753790497779846, "score_mean": 0.1516806036233902, "score_p50": 0.00039312749868258834, "score_p90": 0.8459008932113647, "fraction_gt1": 0.0, "n_inside": 432, "n_interface": 649, "n_outside": 24, "selected_inside_frac": 0.7878787878787878, "selected_interface_frac": 0.21212121212121213, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.44791666666666663, "step": 5, "n_elem": 1105, "target_elements": 2000, "gap": 895, "cutoff_score": 0.9434822201728821, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.982613742351532, "score_mean": 0.13360965251922607, "score_p50": 0.0010387164074927568, "score_p90": 0.7067351341247559, "fraction_gt1": 0.0, "n_inside": 560, "n_interface": 694, "n_outside": 24, "selected_inside_frac": 0.34210526315789475, "selected_interface_frac": 0.6578947368421053, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.7708333333333333, "step": 6, "n_elem": 1278, "target_elements": 2000, "gap": 722, "cutoff_score": 0.9358747005462646, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9846788644790649, "score_mean": 0.12639525532722473, "score_p50": 0.0016448074020445347, "score_p90": 0.6074583530426025, "fraction_gt1": 0.0, "n_inside": 636, "n_interface": 848, "n_outside": 24, "selected_inside_frac": 0.7111111111111111, "selected_interface_frac": 0.28888888888888886, "selected_outside_frac": 0.0, "selected_x_range": 0.4895833333333333, "selected_y_range": 0.59375, "step": 7, "n_elem": 1508, "target_elements": 2000, "gap": 492, "cutoff_score": 0.9094220399856567, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9678143262863159, "score_mean": 0.12731873989105225, "score_p50": 0.0017050601309165359, "score_p90": 0.5868976712226868, "fraction_gt1": 0.0, "n_inside": 805, "n_interface": 926, "n_outside": 24, "selected_inside_frac": 0.3076923076923077, "selected_interface_frac": 0.6923076923076923, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1755, "target_elements": 2000, "gap": 245, "cutoff_score": 0.881667971611023, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 31, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.13469910908852464, "max_err": 0.2111708008230363, "actual_elements": 2109, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 2.7977280616760254, "score_mean": 7.450580596923828e-08, "score_p50": -0.38947755098342896, "score_p90": 2.508208751678467, "fraction_gt1": 0.12109375, "n_inside": 62, "n_interface": 426, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.27083333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 2.762495994567871, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.9172067642211914, "score_mean": -1.5894572769070692e-08, "score_p50": -0.33050429821014404, "score_p90": 0.7795855402946472, "fraction_gt1": 0.07833333333333334, "n_inside": 137, "n_interface": 439, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.35416666666666674, "step": 1, "n_elem": 600, "target_elements": 2000, "gap": 1400, "cutoff_score": 3.8646788597106934, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.7740530967712402, "score_mean": 5.593397744974027e-08, "score_p50": -0.3685372471809387, "score_p90": 0.9048230051994324, "fraction_gt1": 0.09530791788856305, "n_inside": 212, "n_interface": 446, "n_outside": 24, "selected_inside_frac": 0.65, "selected_interface_frac": 0.35, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.38541666666666663, "step": 2, "n_elem": 682, "target_elements": 2000, "gap": 1318, "cutoff_score": 2.178379774093628, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.007706642150879, "score_mean": 1.1509862218872513e-07, "score_p50": -0.21328721940517426, "score_p90": 1.3322539329528809, "fraction_gt1": 0.13793103448275862, "n_inside": 270, "n_interface": 518, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666663, "selected_y_range": 0.2708333333333333, "step": 3, "n_elem": 812, "target_elements": 2000, "gap": 1188, "cutoff_score": 1.9497885704040527, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9771478176116943, "score_mean": -4.838939560158906e-08, "score_p50": -0.044967904686927795, "score_p90": 1.4444918632507324, "fraction_gt1": 0.15961945031712474, "n_inside": 386, "n_interface": 536, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.3125, "step": 4, "n_elem": 946, "target_elements": 2000, "gap": 1054, "cutoff_score": 1.8412392139434814, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1134588718414307, "score_mean": -2.4833471456986445e-07, "score_p50": -0.15539760887622833, "score_p90": 1.5149749517440796, "fraction_gt1": 0.14466546112115733, "n_inside": 543, "n_interface": 539, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.35416666666666674, "step": 5, "n_elem": 1106, "target_elements": 2000, "gap": 894, "cutoff_score": 1.6521477699279785, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.16367769241333, "score_mean": 0.0, "score_p50": -0.026506125926971436, "score_p90": 1.4743547439575195, "fraction_gt1": 0.1389324960753532, "n_inside": 681, "n_interface": 569, "n_outside": 24, "selected_inside_frac": 0.07894736842105263, "selected_interface_frac": 0.9210526315789473, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.6458333333333333, "step": 6, "n_elem": 1274, "target_elements": 2000, "gap": 726, "cutoff_score": 1.8100231885910034, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3228893280029297, "score_mean": 6.357829107628277e-08, "score_p50": -0.40577730536460876, "score_p90": 1.211838722229004, "fraction_gt1": 0.11736111111111111, "n_inside": 697, "n_interface": 719, "n_outside": 24, "selected_inside_frac": 0.06976744186046512, "selected_interface_frac": 0.9302325581395349, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.7708333333333333, "step": 7, "n_elem": 1440, "target_elements": 2000, "gap": 560, "cutoff_score": 2.058474540710449, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.713182210922241, "score_mean": 1.6686404080701323e-07, "score_p50": -0.3976214528083801, "score_p90": 1.1361891031265259, "fraction_gt1": 0.11543134872417983, "n_inside": 713, "n_interface": 909, "n_outside": 24, "selected_inside_frac": 0.5102040816326531, "selected_interface_frac": 0.4897959183673469, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1646, "target_elements": 2000, "gap": 354, "cutoff_score": 2.060802459716797, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4504356384277344, "score_mean": -4.8134982222336475e-08, "score_p50": -0.30117708444595337, "score_p90": 1.0894367694854736, "fraction_gt1": 0.11829652996845426, "n_inside": 821, "n_interface": 1057, "n_outside": 24, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.7239583333333334, "selected_y_range": 0.6875, "step": 9, "n_elem": 1902, "target_elements": 2000, "gap": 98, "cutoff_score": 2.020869255065918, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 31, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.13261581870818934, "max_err": 0.21435457491329035, "actual_elements": 4144, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.40803760290145874, "score_mean": 0.19542086124420166, "score_p50": 0.166127011179924, "score_p90": 0.40803760290145874, "fraction_gt1": 0.0, "n_inside": 62, "n_interface": 426, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.35416666666666674, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.40803760290145874, "num_tied_at_cutoff": 62, "score_decreased": null }, { "score_max": 0.40803760290145874, "score_mean": 0.1780664026737213, "score_p50": 0.166127011179924, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 138, "n_interface": 478, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.20833333333333334, "step": 1, "n_elem": 640, "target_elements": 4000, "gap": 3360, "cutoff_score": 0.40803760290145874, "num_tied_at_cutoff": 22, "score_decreased": true }, { "score_max": 0.28852617740631104, "score_mean": 0.17307288944721222, "score_p50": 0.166127011179924, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 218, "n_interface": 478, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.3125, "step": 2, "n_elem": 720, "target_elements": 4000, "gap": 3280, "cutoff_score": 0.28852617740631104, "num_tied_at_cutoff": 25, "score_decreased": true }, { "score_max": 0.28852617740631104, "score_mean": 0.16032052040100098, "score_p50": 0.166127011179924, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 310, "n_interface": 504, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.35416666666666674, "step": 3, "n_elem": 838, "target_elements": 4000, "gap": 3162, "cutoff_score": 0.20401880145072937, "num_tied_at_cutoff": 166, "score_decreased": true }, { "score_max": 0.20401880145072937, "score_mean": 0.1404348909854889, "score_p50": 0.14426308870315552, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 433, "n_interface": 589, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.29166666666666663, "step": 4, "n_elem": 1046, "target_elements": 4000, "gap": 2954, "cutoff_score": 0.20401880145072937, "num_tied_at_cutoff": 120, "score_decreased": true }, { "score_max": 0.20401880145072937, "score_mean": 0.13047966361045837, "score_p50": 0.14426308870315552, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 591, "n_interface": 597, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.19791666666666666, "step": 5, "n_elem": 1212, "target_elements": 4000, "gap": 2788, "cutoff_score": 0.20401880145072937, "num_tied_at_cutoff": 68, "score_decreased": true }, { "score_max": 0.20401880145072937, "score_mean": 0.12280246615409851, "score_p50": 0.10200940072536469, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 759, "n_interface": 597, "n_outside": 24, "selected_inside_frac": 0.3902439024390244, "selected_interface_frac": 0.6097560975609756, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1380, "target_elements": 4000, "gap": 2620, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 398, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.11416815221309662, "score_p50": 0.10200940072536469, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 749, "n_outside": 24, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6875, "step": 7, "n_elem": 1596, "target_elements": 4000, "gap": 2404, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 342, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.10669182240962982, "score_p50": 0.10200940072536469, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 981, "n_outside": 24, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1828, "target_elements": 4000, "gap": 2172, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 266, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.10039196908473969, "score_p50": 0.10200940072536469, "score_p90": 0.14426308870315552, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 1241, "n_outside": 24, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.8958333333333333, "step": 9, "n_elem": 2088, "target_elements": 4000, "gap": 1912, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 170, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.09503725171089172, "score_p50": 0.083063505589962, "score_p90": 0.11746954172849655, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 1529, "n_outside": 24, "selected_inside_frac": 0.1267605633802817, "selected_interface_frac": 0.5352112676056338, "selected_outside_frac": 0.3380281690140845, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2376, "target_elements": 4000, "gap": 1624, "cutoff_score": 0.14426308870315552, "num_tied_at_cutoff": 156, "score_decreased": true }, { "score_max": 0.14426308870315552, "score_mean": 0.08994443714618683, "score_p50": 0.083063505589962, "score_p90": 0.10200940072536469, "fraction_gt1": 0.0, "n_inside": 861, "n_interface": 1718, "n_outside": 95, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3697916666666667, "selected_y_range": 0.36979166666666663, "step": 11, "n_elem": 2674, "target_elements": 4000, "gap": 1326, "cutoff_score": 0.14426308870315552, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.14426308870315552, "score_mean": 0.08466257154941559, "score_p50": 0.083063505589962, "score_p90": 0.10200940072536469, "fraction_gt1": 0.0, "n_inside": 1205, "n_interface": 1746, "n_outside": 95, "selected_inside_frac": 0.4175824175824176, "selected_interface_frac": 0.5824175824175825, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333334, "selected_y_range": 0.8333333333333334, "step": 12, "n_elem": 3046, "target_elements": 4000, "gap": 954, "cutoff_score": 0.11746954172849655, "num_tied_at_cutoff": 106, "score_decreased": true }, { "score_max": 0.11746954172849655, "score_mean": 0.07931963354349136, "score_p50": 0.083063505589962, "score_p90": 0.10200940072536469, "fraction_gt1": 0.0, "n_inside": 1375, "n_interface": 2000, "n_outside": 95, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3470, "target_elements": 4000, "gap": 530, "cutoff_score": 0.10200940072536469, "num_tied_at_cutoff": 603, "score_decreased": true } ], "sample_id": 31, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.1327774503621352, "max_err": 0.2190519219432061, "actual_elements": 4191, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9844838976860046, "score_mean": 0.1213134229183197, "score_p50": 1.6096787902597498e-08, "score_p90": 0.8122177720069885, "fraction_gt1": 0.0, "n_inside": 62, "n_interface": 426, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.27083333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9635205864906311, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9824643731117249, "score_mean": 0.07272741943597794, "score_p50": 1.5401147948068683e-06, "score_p90": 0.11799190938472748, "fraction_gt1": 0.0, "n_inside": 137, "n_interface": 439, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.35416666666666674, "step": 1, "n_elem": 600, "target_elements": 4000, "gap": 3400, "cutoff_score": 0.9585379958152771, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.968678891658783, "score_mean": 0.06136460602283478, "score_p50": 0.0001360505702905357, "score_p90": 0.1732838898897171, "fraction_gt1": 0.0, "n_inside": 212, "n_interface": 446, "n_outside": 24, "selected_inside_frac": 0.3, "selected_interface_frac": 0.7, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.375, "step": 2, "n_elem": 682, "target_elements": 4000, "gap": 3318, "cutoff_score": 0.6807460784912109, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9800183176994324, "score_mean": 0.14436101913452148, "score_p50": 0.00010539851791691035, "score_p90": 0.6515418291091919, "fraction_gt1": 0.0, "n_inside": 243, "n_interface": 529, "n_outside": 24, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 796, "target_elements": 4000, "gap": 3204, "cutoff_score": 0.9356649518013, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9871017932891846, "score_mean": 0.18074506521224976, "score_p50": 0.00014614677638746798, "score_p90": 0.8655922412872314, "fraction_gt1": 0.0, "n_inside": 322, "n_interface": 590, "n_outside": 24, "selected_inside_frac": 0.6428571428571429, "selected_interface_frac": 0.35714285714285715, "selected_outside_frac": 0.0, "selected_x_range": 0.44791666666666663, "selected_y_range": 0.5625, "step": 4, "n_elem": 936, "target_elements": 4000, "gap": 3064, "cutoff_score": 0.9461722373962402, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9753790497779846, "score_mean": 0.1516806036233902, "score_p50": 0.00039312749868258834, "score_p90": 0.8459008932113647, "fraction_gt1": 0.0, "n_inside": 432, "n_interface": 649, "n_outside": 24, "selected_inside_frac": 0.7878787878787878, "selected_interface_frac": 0.21212121212121213, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.44791666666666663, "step": 5, "n_elem": 1105, "target_elements": 4000, "gap": 2895, "cutoff_score": 0.9434822201728821, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.982613742351532, "score_mean": 0.13360965251922607, "score_p50": 0.0010387164074927568, "score_p90": 0.7067351341247559, "fraction_gt1": 0.0, "n_inside": 560, "n_interface": 694, "n_outside": 24, "selected_inside_frac": 0.34210526315789475, "selected_interface_frac": 0.6578947368421053, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.7708333333333333, "step": 6, "n_elem": 1278, "target_elements": 4000, "gap": 2722, "cutoff_score": 0.9358747005462646, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9846788644790649, "score_mean": 0.12639525532722473, "score_p50": 0.0016448074020445347, "score_p90": 0.6074583530426025, "fraction_gt1": 0.0, "n_inside": 636, "n_interface": 848, "n_outside": 24, "selected_inside_frac": 0.7111111111111111, "selected_interface_frac": 0.28888888888888886, "selected_outside_frac": 0.0, "selected_x_range": 0.4895833333333333, "selected_y_range": 0.59375, "step": 7, "n_elem": 1508, "target_elements": 4000, "gap": 2492, "cutoff_score": 0.9094220399856567, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9678143262863159, "score_mean": 0.12731873989105225, "score_p50": 0.0017050601309165359, "score_p90": 0.5868976712226868, "fraction_gt1": 0.0, "n_inside": 805, "n_interface": 926, "n_outside": 24, "selected_inside_frac": 0.3076923076923077, "selected_interface_frac": 0.6923076923076923, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1755, "target_elements": 4000, "gap": 2245, "cutoff_score": 0.881667971611023, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9704636335372925, "score_mean": 0.13242584466934204, "score_p50": 0.0028657764196395874, "score_p90": 0.6200555562973022, "fraction_gt1": 0.0, "n_inside": 904, "n_interface": 1120, "n_outside": 24, "selected_inside_frac": 0.21311475409836064, "selected_interface_frac": 0.7868852459016393, "selected_outside_frac": 0.0, "selected_x_range": 0.90625, "selected_y_range": 0.8125, "step": 9, "n_elem": 2048, "target_elements": 4000, "gap": 1952, "cutoff_score": 0.8598911762237549, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.983323872089386, "score_mean": 0.1448795199394226, "score_p50": 0.004990322515368462, "score_p90": 0.648949146270752, "fraction_gt1": 0.0, "n_inside": 985, "n_interface": 1395, "n_outside": 24, "selected_inside_frac": 0.6388888888888888, "selected_interface_frac": 0.3611111111111111, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.78125, "step": 10, "n_elem": 2404, "target_elements": 4000, "gap": 1596, "cutoff_score": 0.9206727147102356, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9895265102386475, "score_mean": 0.17059487104415894, "score_p50": 0.002904783468693495, "score_p90": 0.714047908782959, "fraction_gt1": 0.0, "n_inside": 1201, "n_interface": 1553, "n_outside": 24, "selected_inside_frac": 0.5060240963855421, "selected_interface_frac": 0.4939759036144578, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9479166666666667, "step": 11, "n_elem": 2778, "target_elements": 4000, "gap": 1222, "cutoff_score": 0.9019455909729004, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9794052839279175, "score_mean": 0.17768454551696777, "score_p50": 0.001843723701313138, "score_p90": 0.7685052752494812, "fraction_gt1": 0.0, "n_inside": 1446, "n_interface": 1786, "n_outside": 24, "selected_inside_frac": 0.4536082474226804, "selected_interface_frac": 0.5463917525773195, "selected_outside_frac": 0.0, "selected_x_range": 0.84375, "selected_y_range": 0.8958333333333333, "step": 12, "n_elem": 3256, "target_elements": 4000, "gap": 744, "cutoff_score": 0.9116873741149902, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9833182096481323, "score_mean": 0.15831907093524933, "score_p50": 0.0019054264994338155, "score_p90": 0.7788243293762207, "fraction_gt1": 0.0, "n_inside": 1737, "n_interface": 2082, "n_outside": 24, "selected_inside_frac": 0.2692307692307692, "selected_interface_frac": 0.7307692307692307, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.7604166666666667, "step": 13, "n_elem": 3843, "target_elements": 4000, "gap": 157, "cutoff_score": 0.9460614919662476, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 31, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.1346068057759482, "max_err": 0.2143575743363919, "actual_elements": 4129, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 2.7977280616760254, "score_mean": 7.450580596923828e-08, "score_p50": -0.38947755098342896, "score_p90": 2.508208751678467, "fraction_gt1": 0.12109375, "n_inside": 62, "n_interface": 426, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.27083333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 2.762495994567871, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.9172067642211914, "score_mean": -1.5894572769070692e-08, "score_p50": -0.33050429821014404, "score_p90": 0.7795855402946472, "fraction_gt1": 0.07833333333333334, "n_inside": 137, "n_interface": 439, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.35416666666666674, "step": 1, "n_elem": 600, "target_elements": 4000, "gap": 3400, "cutoff_score": 3.8646788597106934, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.7740530967712402, "score_mean": 5.593397744974027e-08, "score_p50": -0.3685372471809387, "score_p90": 0.9048230051994324, "fraction_gt1": 0.09530791788856305, "n_inside": 212, "n_interface": 446, "n_outside": 24, "selected_inside_frac": 0.65, "selected_interface_frac": 0.35, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.38541666666666663, "step": 2, "n_elem": 682, "target_elements": 4000, "gap": 3318, "cutoff_score": 2.178379774093628, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.007706642150879, "score_mean": 1.1509862218872513e-07, "score_p50": -0.21328721940517426, "score_p90": 1.3322539329528809, "fraction_gt1": 0.13793103448275862, "n_inside": 270, "n_interface": 518, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666663, "selected_y_range": 0.2708333333333333, "step": 3, "n_elem": 812, "target_elements": 4000, "gap": 3188, "cutoff_score": 1.9497885704040527, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9771478176116943, "score_mean": -4.838939560158906e-08, "score_p50": -0.044967904686927795, "score_p90": 1.4444918632507324, "fraction_gt1": 0.15961945031712474, "n_inside": 386, "n_interface": 536, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.3125, "step": 4, "n_elem": 946, "target_elements": 4000, "gap": 3054, "cutoff_score": 1.8412392139434814, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1134588718414307, "score_mean": -2.4833471456986445e-07, "score_p50": -0.15539760887622833, "score_p90": 1.5149749517440796, "fraction_gt1": 0.14466546112115733, "n_inside": 543, "n_interface": 539, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.35416666666666674, "step": 5, "n_elem": 1106, "target_elements": 4000, "gap": 2894, "cutoff_score": 1.6521477699279785, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.16367769241333, "score_mean": 0.0, "score_p50": -0.026506125926971436, "score_p90": 1.4743547439575195, "fraction_gt1": 0.1389324960753532, "n_inside": 681, "n_interface": 569, "n_outside": 24, "selected_inside_frac": 0.07894736842105263, "selected_interface_frac": 0.9210526315789473, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.6458333333333333, "step": 6, "n_elem": 1274, "target_elements": 4000, "gap": 2726, "cutoff_score": 1.8100231885910034, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3228893280029297, "score_mean": 6.357829107628277e-08, "score_p50": -0.40577730536460876, "score_p90": 1.211838722229004, "fraction_gt1": 0.11736111111111111, "n_inside": 697, "n_interface": 719, "n_outside": 24, "selected_inside_frac": 0.06976744186046512, "selected_interface_frac": 0.9302325581395349, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.7708333333333333, "step": 7, "n_elem": 1440, "target_elements": 4000, "gap": 2560, "cutoff_score": 2.058474540710449, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.713182210922241, "score_mean": 1.6686404080701323e-07, "score_p50": -0.3976214528083801, "score_p90": 1.1361891031265259, "fraction_gt1": 0.11543134872417983, "n_inside": 713, "n_interface": 909, "n_outside": 24, "selected_inside_frac": 0.5102040816326531, "selected_interface_frac": 0.4897959183673469, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1646, "target_elements": 4000, "gap": 2354, "cutoff_score": 2.060802459716797, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4504356384277344, "score_mean": -4.8134982222336475e-08, "score_p50": -0.30117708444595337, "score_p90": 1.0894367694854736, "fraction_gt1": 0.11829652996845426, "n_inside": 821, "n_interface": 1057, "n_outside": 24, "selected_inside_frac": 0.5614035087719298, "selected_interface_frac": 0.43859649122807015, "selected_outside_frac": 0.0, "selected_x_range": 0.765625, "selected_y_range": 0.6875, "step": 9, "n_elem": 1902, "target_elements": 4000, "gap": 2098, "cutoff_score": 1.815657138824463, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3968679904937744, "score_mean": 0.0, "score_p50": -0.1849919855594635, "score_p90": 1.0908178091049194, "fraction_gt1": 0.13915416098226466, "n_inside": 988, "n_interface": 1187, "n_outside": 24, "selected_inside_frac": 0.46153846153846156, "selected_interface_frac": 0.5384615384615384, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.8645833333333334, "step": 10, "n_elem": 2199, "target_elements": 4000, "gap": 1801, "cutoff_score": 1.6911981105804443, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3277668952941895, "score_mean": 2.374908802948994e-08, "score_p50": -0.07720144093036652, "score_p90": 1.210118293762207, "fraction_gt1": 0.15603112840466926, "n_inside": 1158, "n_interface": 1388, "n_outside": 24, "selected_inside_frac": 0.7012987012987013, "selected_interface_frac": 0.2987012987012987, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.65625, "step": 11, "n_elem": 2570, "target_elements": 4000, "gap": 1430, "cutoff_score": 1.5310070514678955, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.214714527130127, "score_mean": 6.142417419141566e-08, "score_p50": -0.2999107539653778, "score_p90": 1.2579107284545898, "fraction_gt1": 0.1479369339147937, "n_inside": 1441, "n_interface": 1516, "n_outside": 24, "selected_inside_frac": 0.5168539325842697, "selected_interface_frac": 0.34831460674157305, "selected_outside_frac": 0.1348314606741573, "selected_x_range": 0.96875, "selected_y_range": 0.8125, "step": 12, "n_elem": 2981, "target_elements": 4000, "gap": 1019, "cutoff_score": 1.4913228750228882, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2379050254821777, "score_mean": 7.14906676080318e-08, "score_p50": -0.19112852215766907, "score_p90": 1.2307581901550293, "fraction_gt1": 0.14699853587115666, "n_inside": 1680, "n_interface": 1666, "n_outside": 69, "selected_inside_frac": 0.5588235294117647, "selected_interface_frac": 0.38235294117647056, "selected_outside_frac": 0.058823529411764705, "selected_x_range": 0.6979166666666666, "selected_y_range": 0.8125, "step": 13, "n_elem": 3415, "target_elements": 4000, "gap": 585, "cutoff_score": 1.5345113277435303, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1160712242126465, "score_mean": 9.414162605025922e-08, "score_p50": -0.054910942912101746, "score_p90": 1.3023816347122192, "fraction_gt1": 0.15732647814910025, "n_inside": 1941, "n_interface": 1858, "n_outside": 91, "selected_inside_frac": 0.5555555555555556, "selected_interface_frac": 0.4444444444444444, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.8541666666666667, "step": 14, "n_elem": 3890, "target_elements": 4000, "gap": 110, "cutoff_score": 1.745161533355713, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 31, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.13128552499084753, "max_err": 0.21726710736743615, "actual_elements": 8132, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 0.40803760290145874, "score_mean": 0.19542086124420166, "score_p50": 0.166127011179924, "score_p90": 0.40803760290145874, "fraction_gt1": 0.0, "n_inside": 62, "n_interface": 426, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.35416666666666674, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.40803760290145874, "num_tied_at_cutoff": 62, "score_decreased": null }, { "score_max": 0.40803760290145874, "score_mean": 0.1780664026737213, "score_p50": 0.166127011179924, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 138, "n_interface": 478, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.20833333333333334, "step": 1, "n_elem": 640, "target_elements": 8000, "gap": 7360, "cutoff_score": 0.40803760290145874, "num_tied_at_cutoff": 22, "score_decreased": true }, { "score_max": 0.28852617740631104, "score_mean": 0.17307288944721222, "score_p50": 0.166127011179924, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 218, "n_interface": 478, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.3125, "step": 2, "n_elem": 720, "target_elements": 8000, "gap": 7280, "cutoff_score": 0.28852617740631104, "num_tied_at_cutoff": 25, "score_decreased": true }, { "score_max": 0.28852617740631104, "score_mean": 0.16032052040100098, "score_p50": 0.166127011179924, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 310, "n_interface": 504, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.35416666666666674, "step": 3, "n_elem": 838, "target_elements": 8000, "gap": 7162, "cutoff_score": 0.20401880145072937, "num_tied_at_cutoff": 166, "score_decreased": true }, { "score_max": 0.20401880145072937, "score_mean": 0.1404348909854889, "score_p50": 0.14426308870315552, "score_p90": 0.20401880145072937, "fraction_gt1": 0.0, "n_inside": 433, "n_interface": 589, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.29166666666666663, "step": 4, "n_elem": 1046, "target_elements": 8000, "gap": 6954, "cutoff_score": 0.20401880145072937, "num_tied_at_cutoff": 120, "score_decreased": true }, { "score_max": 0.20401880145072937, "score_mean": 0.13047966361045837, "score_p50": 0.14426308870315552, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 591, "n_interface": 597, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.19791666666666666, "step": 5, "n_elem": 1212, "target_elements": 8000, "gap": 6788, "cutoff_score": 0.20401880145072937, "num_tied_at_cutoff": 68, "score_decreased": true }, { "score_max": 0.20401880145072937, "score_mean": 0.12280246615409851, "score_p50": 0.10200940072536469, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 759, "n_interface": 597, "n_outside": 24, "selected_inside_frac": 0.3902439024390244, "selected_interface_frac": 0.6097560975609756, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1380, "target_elements": 8000, "gap": 6620, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 398, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.11416815221309662, "score_p50": 0.10200940072536469, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 749, "n_outside": 24, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6875, "step": 7, "n_elem": 1596, "target_elements": 8000, "gap": 6404, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 342, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.10669182240962982, "score_p50": 0.10200940072536469, "score_p90": 0.166127011179924, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 981, "n_outside": 24, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1828, "target_elements": 8000, "gap": 6172, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 266, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.10039196908473969, "score_p50": 0.10200940072536469, "score_p90": 0.14426308870315552, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 1241, "n_outside": 24, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.8958333333333333, "step": 9, "n_elem": 2088, "target_elements": 8000, "gap": 5912, "cutoff_score": 0.166127011179924, "num_tied_at_cutoff": 170, "score_decreased": true }, { "score_max": 0.166127011179924, "score_mean": 0.09503725171089172, "score_p50": 0.083063505589962, "score_p90": 0.11746954172849655, "fraction_gt1": 0.0, "n_inside": 823, "n_interface": 1529, "n_outside": 24, "selected_inside_frac": 0.1267605633802817, "selected_interface_frac": 0.5352112676056338, "selected_outside_frac": 0.3380281690140845, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2376, "target_elements": 8000, "gap": 5624, "cutoff_score": 0.14426308870315552, "num_tied_at_cutoff": 156, "score_decreased": true }, { "score_max": 0.14426308870315552, "score_mean": 0.08994443714618683, "score_p50": 0.083063505589962, "score_p90": 0.10200940072536469, "fraction_gt1": 0.0, "n_inside": 861, "n_interface": 1718, "n_outside": 95, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3697916666666667, "selected_y_range": 0.36979166666666663, "step": 11, "n_elem": 2674, "target_elements": 8000, "gap": 5326, "cutoff_score": 0.14426308870315552, "num_tied_at_cutoff": 144, "score_decreased": true }, { "score_max": 0.14426308870315552, "score_mean": 0.08466257154941559, "score_p50": 0.083063505589962, "score_p90": 0.10200940072536469, "fraction_gt1": 0.0, "n_inside": 1205, "n_interface": 1746, "n_outside": 95, "selected_inside_frac": 0.4175824175824176, "selected_interface_frac": 0.5824175824175825, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333334, "selected_y_range": 0.8333333333333334, "step": 12, "n_elem": 3046, "target_elements": 8000, "gap": 4954, "cutoff_score": 0.11746954172849655, "num_tied_at_cutoff": 106, "score_decreased": true }, { "score_max": 0.11746954172849655, "score_mean": 0.07931963354349136, "score_p50": 0.083063505589962, "score_p90": 0.10200940072536469, "fraction_gt1": 0.0, "n_inside": 1375, "n_interface": 2000, "n_outside": 95, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3470, "target_elements": 8000, "gap": 4530, "cutoff_score": 0.10200940072536469, "num_tied_at_cutoff": 603, "score_decreased": true }, { "score_max": 0.10200940072536469, "score_mean": 0.07138427346944809, "score_p50": 0.07213154435157776, "score_p90": 0.10200940072536469, "fraction_gt1": 0.0, "n_inside": 1605, "n_interface": 2444, "n_outside": 95, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3645833333333333, "selected_y_range": 0.33333333333333337, "step": 14, "n_elem": 4144, "target_elements": 8000, "gap": 3856, "cutoff_score": 0.10200940072536469, "num_tied_at_cutoff": 492, "score_decreased": true }, { "score_max": 0.10200940072536469, "score_mean": 0.06727788597345352, "score_p50": 0.07213154435157776, "score_p90": 0.083063505589962, "fraction_gt1": 0.0, "n_inside": 2112, "n_interface": 2447, "n_outside": 95, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.27083333333333337, "step": 15, "n_elem": 4654, "target_elements": 8000, "gap": 3346, "cutoff_score": 0.10200940072536469, "num_tied_at_cutoff": 330, "score_decreased": true }, { "score_max": 0.10200940072536469, "score_mean": 0.06366707384586334, "score_p50": 0.058734770864248276, "score_p90": 0.083063505589962, "fraction_gt1": 0.0, "n_inside": 2676, "n_interface": 2447, "n_outside": 95, "selected_inside_frac": 0.9487179487179487, "selected_interface_frac": 0.05128205128205128, "selected_outside_frac": 0.0, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.375, "step": 16, "n_elem": 5218, "target_elements": 8000, "gap": 2782, "cutoff_score": 0.083063505589962, "num_tied_at_cutoff": 1342, "score_decreased": true }, { "score_max": 0.083063505589962, "score_mean": 0.060685090720653534, "score_p50": 0.05100470036268234, "score_p90": 0.083063505589962, "fraction_gt1": 0.0, "n_inside": 3184, "n_interface": 2501, "n_outside": 95, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6041666666666667, "step": 17, "n_elem": 5780, "target_elements": 8000, "gap": 2220, "cutoff_score": 0.083063505589962, "num_tied_at_cutoff": 1320, "score_decreased": true }, { "score_max": 0.083063505589962, "score_mean": 0.05698757246136665, "score_p50": 0.05100470036268234, "score_p90": 0.083063505589962, "fraction_gt1": 0.0, "n_inside": 3184, "n_interface": 3235, "n_outside": 95, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.6979166666666667, "step": 18, "n_elem": 6514, "target_elements": 8000, "gap": 1486, "cutoff_score": 0.083063505589962, "num_tied_at_cutoff": 1062, "score_decreased": true }, { "score_max": 0.083063505589962, "score_mean": 0.05375266447663307, "score_p50": 0.05100470036268234, "score_p90": 0.083063505589962, "fraction_gt1": 0.0, "n_inside": 3184, "n_interface": 4045, "n_outside": 95, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.8125, "step": 19, "n_elem": 7324, "target_elements": 8000, "gap": 676, "cutoff_score": 0.083063505589962, "num_tied_at_cutoff": 788, "score_decreased": true } ], "sample_id": 31, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.13187208579149484, "max_err": 0.2186050373275027, "actual_elements": 8489, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9844838976860046, "score_mean": 0.1213134229183197, "score_p50": 1.6096787902597498e-08, "score_p90": 0.8122177720069885, "fraction_gt1": 0.0, "n_inside": 62, "n_interface": 426, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.27083333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9635205864906311, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9824643731117249, "score_mean": 0.07272741943597794, "score_p50": 1.5401147948068683e-06, "score_p90": 0.11799190938472748, "fraction_gt1": 0.0, "n_inside": 137, "n_interface": 439, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.35416666666666674, "step": 1, "n_elem": 600, "target_elements": 8000, "gap": 7400, "cutoff_score": 0.9585379958152771, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.968678891658783, "score_mean": 0.06136460602283478, "score_p50": 0.0001360505702905357, "score_p90": 0.1732838898897171, "fraction_gt1": 0.0, "n_inside": 212, "n_interface": 446, "n_outside": 24, "selected_inside_frac": 0.3, "selected_interface_frac": 0.7, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.375, "step": 2, "n_elem": 682, "target_elements": 8000, "gap": 7318, "cutoff_score": 0.6807460784912109, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9800183176994324, "score_mean": 0.14436101913452148, "score_p50": 0.00010539851791691035, "score_p90": 0.6515418291091919, "fraction_gt1": 0.0, "n_inside": 243, "n_interface": 529, "n_outside": 24, "selected_inside_frac": 0.6521739130434783, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 796, "target_elements": 8000, "gap": 7204, "cutoff_score": 0.9356649518013, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9871017932891846, "score_mean": 0.18074506521224976, "score_p50": 0.00014614677638746798, "score_p90": 0.8655922412872314, "fraction_gt1": 0.0, "n_inside": 322, "n_interface": 590, "n_outside": 24, "selected_inside_frac": 0.6428571428571429, "selected_interface_frac": 0.35714285714285715, "selected_outside_frac": 0.0, "selected_x_range": 0.44791666666666663, "selected_y_range": 0.5625, "step": 4, "n_elem": 936, "target_elements": 8000, "gap": 7064, "cutoff_score": 0.9461722373962402, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9753790497779846, "score_mean": 0.1516806036233902, "score_p50": 0.00039312749868258834, "score_p90": 0.8459008932113647, "fraction_gt1": 0.0, "n_inside": 432, "n_interface": 649, "n_outside": 24, "selected_inside_frac": 0.7878787878787878, "selected_interface_frac": 0.21212121212121213, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.44791666666666663, "step": 5, "n_elem": 1105, "target_elements": 8000, "gap": 6895, "cutoff_score": 0.9434822201728821, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.982613742351532, "score_mean": 0.13360965251922607, "score_p50": 0.0010387164074927568, "score_p90": 0.7067351341247559, "fraction_gt1": 0.0, "n_inside": 560, "n_interface": 694, "n_outside": 24, "selected_inside_frac": 0.34210526315789475, "selected_interface_frac": 0.6578947368421053, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.7708333333333333, "step": 6, "n_elem": 1278, "target_elements": 8000, "gap": 6722, "cutoff_score": 0.9358747005462646, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9846788644790649, "score_mean": 0.12639525532722473, "score_p50": 0.0016448074020445347, "score_p90": 0.6074583530426025, "fraction_gt1": 0.0, "n_inside": 636, "n_interface": 848, "n_outside": 24, "selected_inside_frac": 0.7111111111111111, "selected_interface_frac": 0.28888888888888886, "selected_outside_frac": 0.0, "selected_x_range": 0.4895833333333333, "selected_y_range": 0.59375, "step": 7, "n_elem": 1508, "target_elements": 8000, "gap": 6492, "cutoff_score": 0.9094220399856567, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9678143262863159, "score_mean": 0.12731873989105225, "score_p50": 0.0017050601309165359, "score_p90": 0.5868976712226868, "fraction_gt1": 0.0, "n_inside": 805, "n_interface": 926, "n_outside": 24, "selected_inside_frac": 0.3076923076923077, "selected_interface_frac": 0.6923076923076923, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1755, "target_elements": 8000, "gap": 6245, "cutoff_score": 0.881667971611023, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9704636335372925, "score_mean": 0.13242584466934204, "score_p50": 0.0028657764196395874, "score_p90": 0.6200555562973022, "fraction_gt1": 0.0, "n_inside": 904, "n_interface": 1120, "n_outside": 24, "selected_inside_frac": 0.21311475409836064, "selected_interface_frac": 0.7868852459016393, "selected_outside_frac": 0.0, "selected_x_range": 0.90625, "selected_y_range": 0.8125, "step": 9, "n_elem": 2048, "target_elements": 8000, "gap": 5952, "cutoff_score": 0.8598911762237549, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.983323872089386, "score_mean": 0.1448795199394226, "score_p50": 0.004990322515368462, "score_p90": 0.648949146270752, "fraction_gt1": 0.0, "n_inside": 985, "n_interface": 1395, "n_outside": 24, "selected_inside_frac": 0.6388888888888888, "selected_interface_frac": 0.3611111111111111, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.78125, "step": 10, "n_elem": 2404, "target_elements": 8000, "gap": 5596, "cutoff_score": 0.9206727147102356, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9895265102386475, "score_mean": 0.17059487104415894, "score_p50": 0.002904783468693495, "score_p90": 0.714047908782959, "fraction_gt1": 0.0, "n_inside": 1201, "n_interface": 1553, "n_outside": 24, "selected_inside_frac": 0.5060240963855421, "selected_interface_frac": 0.4939759036144578, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9479166666666667, "step": 11, "n_elem": 2778, "target_elements": 8000, "gap": 5222, "cutoff_score": 0.9019455909729004, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9794052839279175, "score_mean": 0.17768454551696777, "score_p50": 0.001843723701313138, "score_p90": 0.7685052752494812, "fraction_gt1": 0.0, "n_inside": 1446, "n_interface": 1786, "n_outside": 24, "selected_inside_frac": 0.4536082474226804, "selected_interface_frac": 0.5463917525773195, "selected_outside_frac": 0.0, "selected_x_range": 0.84375, "selected_y_range": 0.8958333333333333, "step": 12, "n_elem": 3256, "target_elements": 8000, "gap": 4744, "cutoff_score": 0.9116873741149902, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9833182096481323, "score_mean": 0.15831907093524933, "score_p50": 0.0019054264994338155, "score_p90": 0.7788243293762207, "fraction_gt1": 0.0, "n_inside": 1737, "n_interface": 2082, "n_outside": 24, "selected_inside_frac": 0.4782608695652174, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.84375, "step": 13, "n_elem": 3843, "target_elements": 8000, "gap": 4157, "cutoff_score": 0.9227697253227234, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9781925678253174, "score_mean": 0.1406417042016983, "score_p50": 0.0022896742448210716, "score_p90": 0.6617099046707153, "fraction_gt1": 0.0, "n_inside": 2074, "n_interface": 2418, "n_outside": 24, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666667, "step": 14, "n_elem": 4516, "target_elements": 8000, "gap": 3484, "cutoff_score": 0.9024529457092285, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9770199060440063, "score_mean": 0.13316984474658966, "score_p50": 0.0025491404812783003, "score_p90": 0.6220852732658386, "fraction_gt1": 0.0, "n_inside": 2404, "n_interface": 2817, "n_outside": 24, "selected_inside_frac": 0.4394904458598726, "selected_interface_frac": 0.4968152866242038, "selected_outside_frac": 0.06369426751592357, "selected_x_range": 0.9739583333333333, "selected_y_range": 0.96875, "step": 15, "n_elem": 5245, "target_elements": 8000, "gap": 2755, "cutoff_score": 0.8574387431144714, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9790383577346802, "score_mean": 0.13547061383724213, "score_p50": 0.0029741765465587378, "score_p90": 0.6300484538078308, "fraction_gt1": 0.0, "n_inside": 2842, "n_interface": 3288, "n_outside": 63, "selected_inside_frac": 0.2918918918918919, "selected_interface_frac": 0.6918918918918919, "selected_outside_frac": 0.016216216216216217, "selected_x_range": 0.9739583333333334, "selected_y_range": 0.984375, "step": 16, "n_elem": 6193, "target_elements": 8000, "gap": 1807, "cutoff_score": 0.8704949617385864, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9755522608757019, "score_mean": 0.1485036462545395, "score_p50": 0.003729005344212055, "score_p90": 0.6618390679359436, "fraction_gt1": 0.0, "n_inside": 3185, "n_interface": 3981, "n_outside": 79, "selected_inside_frac": 0.3548387096774194, "selected_interface_frac": 0.6359447004608295, "selected_outside_frac": 0.009216589861751152, "selected_x_range": 0.9010416666666666, "selected_y_range": 0.9739583333333333, "step": 17, "n_elem": 7245, "target_elements": 8000, "gap": 755, "cutoff_score": 0.8828405737876892, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 31, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.1319906316736827, "max_err": 0.2180811349822318, "actual_elements": 8343, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 2.7977280616760254, "score_mean": 7.450580596923828e-08, "score_p50": -0.38947755098342896, "score_p90": 2.508208751678467, "fraction_gt1": 0.12109375, "n_inside": 62, "n_interface": 426, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.27083333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 2.762495994567871, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.9172067642211914, "score_mean": -1.5894572769070692e-08, "score_p50": -0.33050429821014404, "score_p90": 0.7795855402946472, "fraction_gt1": 0.07833333333333334, "n_inside": 137, "n_interface": 439, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.35416666666666674, "step": 1, "n_elem": 600, "target_elements": 8000, "gap": 7400, "cutoff_score": 3.8646788597106934, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.7740530967712402, "score_mean": 5.593397744974027e-08, "score_p50": -0.3685372471809387, "score_p90": 0.9048230051994324, "fraction_gt1": 0.09530791788856305, "n_inside": 212, "n_interface": 446, "n_outside": 24, "selected_inside_frac": 0.65, "selected_interface_frac": 0.35, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.38541666666666663, "step": 2, "n_elem": 682, "target_elements": 8000, "gap": 7318, "cutoff_score": 2.178379774093628, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.007706642150879, "score_mean": 1.1509862218872513e-07, "score_p50": -0.21328721940517426, "score_p90": 1.3322539329528809, "fraction_gt1": 0.13793103448275862, "n_inside": 270, "n_interface": 518, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666663, "selected_y_range": 0.2708333333333333, "step": 3, "n_elem": 812, "target_elements": 8000, "gap": 7188, "cutoff_score": 1.9497885704040527, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9771478176116943, "score_mean": -4.838939560158906e-08, "score_p50": -0.044967904686927795, "score_p90": 1.4444918632507324, "fraction_gt1": 0.15961945031712474, "n_inside": 386, "n_interface": 536, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.3125, "step": 4, "n_elem": 946, "target_elements": 8000, "gap": 7054, "cutoff_score": 1.8412392139434814, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1134588718414307, "score_mean": -2.4833471456986445e-07, "score_p50": -0.15539760887622833, "score_p90": 1.5149749517440796, "fraction_gt1": 0.14466546112115733, "n_inside": 543, "n_interface": 539, "n_outside": 24, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.35416666666666674, "step": 5, "n_elem": 1106, "target_elements": 8000, "gap": 6894, "cutoff_score": 1.6521477699279785, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.16367769241333, "score_mean": 0.0, "score_p50": -0.026506125926971436, "score_p90": 1.4743547439575195, "fraction_gt1": 0.1389324960753532, "n_inside": 681, "n_interface": 569, "n_outside": 24, "selected_inside_frac": 0.07894736842105263, "selected_interface_frac": 0.9210526315789473, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.6458333333333333, "step": 6, "n_elem": 1274, "target_elements": 8000, "gap": 6726, "cutoff_score": 1.8100231885910034, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3228893280029297, "score_mean": 6.357829107628277e-08, "score_p50": -0.40577730536460876, "score_p90": 1.211838722229004, "fraction_gt1": 0.11736111111111111, "n_inside": 697, "n_interface": 719, "n_outside": 24, "selected_inside_frac": 0.06976744186046512, "selected_interface_frac": 0.9302325581395349, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.7708333333333333, "step": 7, "n_elem": 1440, "target_elements": 8000, "gap": 6560, "cutoff_score": 2.058474540710449, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.713182210922241, "score_mean": 1.6686404080701323e-07, "score_p50": -0.3976214528083801, "score_p90": 1.1361891031265259, "fraction_gt1": 0.11543134872417983, "n_inside": 713, "n_interface": 909, "n_outside": 24, "selected_inside_frac": 0.5102040816326531, "selected_interface_frac": 0.4897959183673469, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.9166666666666667, "step": 8, "n_elem": 1646, "target_elements": 8000, "gap": 6354, "cutoff_score": 2.060802459716797, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4504356384277344, "score_mean": -4.8134982222336475e-08, "score_p50": -0.30117708444595337, "score_p90": 1.0894367694854736, "fraction_gt1": 0.11829652996845426, "n_inside": 821, "n_interface": 1057, "n_outside": 24, "selected_inside_frac": 0.5614035087719298, "selected_interface_frac": 0.43859649122807015, "selected_outside_frac": 0.0, "selected_x_range": 0.765625, "selected_y_range": 0.6875, "step": 9, "n_elem": 1902, "target_elements": 8000, "gap": 6098, "cutoff_score": 1.815657138824463, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3968679904937744, "score_mean": 0.0, "score_p50": -0.1849919855594635, "score_p90": 1.0908178091049194, "fraction_gt1": 0.13915416098226466, "n_inside": 988, "n_interface": 1187, "n_outside": 24, "selected_inside_frac": 0.46153846153846156, "selected_interface_frac": 0.5384615384615384, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.8645833333333334, "step": 10, "n_elem": 2199, "target_elements": 8000, "gap": 5801, "cutoff_score": 1.6911981105804443, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3277668952941895, "score_mean": 2.374908802948994e-08, "score_p50": -0.07720144093036652, "score_p90": 1.210118293762207, "fraction_gt1": 0.15603112840466926, "n_inside": 1158, "n_interface": 1388, "n_outside": 24, "selected_inside_frac": 0.7012987012987013, "selected_interface_frac": 0.2987012987012987, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.65625, "step": 11, "n_elem": 2570, "target_elements": 8000, "gap": 5430, "cutoff_score": 1.5310070514678955, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.214714527130127, "score_mean": 6.142417419141566e-08, "score_p50": -0.2999107539653778, "score_p90": 1.2579107284545898, "fraction_gt1": 0.1479369339147937, "n_inside": 1441, "n_interface": 1516, "n_outside": 24, "selected_inside_frac": 0.5168539325842697, "selected_interface_frac": 0.34831460674157305, "selected_outside_frac": 0.1348314606741573, "selected_x_range": 0.96875, "selected_y_range": 0.8125, "step": 12, "n_elem": 2981, "target_elements": 8000, "gap": 5019, "cutoff_score": 1.4913228750228882, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2379050254821777, "score_mean": 7.14906676080318e-08, "score_p50": -0.19112852215766907, "score_p90": 1.2307581901550293, "fraction_gt1": 0.14699853587115666, "n_inside": 1680, "n_interface": 1666, "n_outside": 69, "selected_inside_frac": 0.5588235294117647, "selected_interface_frac": 0.38235294117647056, "selected_outside_frac": 0.058823529411764705, "selected_x_range": 0.6979166666666666, "selected_y_range": 0.8125, "step": 13, "n_elem": 3415, "target_elements": 8000, "gap": 4585, "cutoff_score": 1.5345113277435303, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1160712242126465, "score_mean": 9.414162605025922e-08, "score_p50": -0.054910942912101746, "score_p90": 1.3023816347122192, "fraction_gt1": 0.15732647814910025, "n_inside": 1941, "n_interface": 1858, "n_outside": 91, "selected_inside_frac": 0.7758620689655172, "selected_interface_frac": 0.22413793103448276, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.8541666666666667, "step": 14, "n_elem": 3890, "target_elements": 8000, "gap": 4110, "cutoff_score": 1.5542271137237549, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.212667465209961, "score_mean": 8.052131761360215e-08, "score_p50": -0.1527571976184845, "score_p90": 1.4200501441955566, "fraction_gt1": 0.1503957783641161, "n_inside": 2371, "n_interface": 2085, "n_outside": 92, "selected_inside_frac": 0.5735294117647058, "selected_interface_frac": 0.4264705882352941, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333334, "selected_y_range": 0.875, "step": 15, "n_elem": 4548, "target_elements": 8000, "gap": 3452, "cutoff_score": 1.5691572427749634, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1980462074279785, "score_mean": 4.686900112460535e-08, "score_p50": -0.023098289966583252, "score_p90": 1.2688264846801758, "fraction_gt1": 0.13745440583605298, "n_inside": 2755, "n_interface": 2361, "n_outside": 93, "selected_inside_frac": 0.07692307692307693, "selected_interface_frac": 0.9230769230769231, "selected_outside_frac": 0.0, "selected_x_range": 0.8645833333333333, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 5209, "target_elements": 8000, "gap": 2791, "cutoff_score": 1.7703843116760254, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3050894737243652, "score_mean": 1.241182587818912e-07, "score_p50": -0.29798030853271484, "score_p90": 1.240304946899414, "fraction_gt1": 0.12319945771903067, "n_inside": 2817, "n_interface": 2991, "n_outside": 93, "selected_inside_frac": 0.11864406779661017, "selected_interface_frac": 0.8813559322033898, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 17, "n_elem": 5901, "target_elements": 8000, "gap": 2099, "cutoff_score": 1.909037709236145, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.7910232543945312, "score_mean": 1.8282209524045356e-08, "score_p50": -0.2178320288658142, "score_p90": 1.140731692314148, "fraction_gt1": 0.10992960910588588, "n_inside": 2919, "n_interface": 3665, "n_outside": 93, "selected_inside_frac": 0.615, "selected_interface_frac": 0.385, "selected_outside_frac": 0.0, "selected_x_range": 0.7994791666666666, "selected_y_range": 0.9166666666666667, "step": 18, "n_elem": 6677, "target_elements": 8000, "gap": 1323, "cutoff_score": 1.7891480922698975, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.28485107421875, "score_mean": 1.766574655448494e-07, "score_p50": -0.2931342124938965, "score_p90": 0.9655622839927673, "fraction_gt1": 0.09525062491777397, "n_inside": 3425, "n_interface": 4083, "n_outside": 93, "selected_inside_frac": 0.6541353383458647, "selected_interface_frac": 0.3157894736842105, "selected_outside_frac": 0.03007518796992481, "selected_x_range": 0.875, "selected_y_range": 0.8854166666666667, "step": 19, "n_elem": 7601, "target_elements": 8000, "gap": 399, "cutoff_score": 1.8667453527450562, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 31, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.18985138296251217, "max_err": 0.4720768450009831, "actual_elements": 2092, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.7259042859077454, "score_mean": 0.39941802620887756, "score_p50": 0.36641833186149597, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 47, "n_interface": 158, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333337, "selected_y_range": 0.27083333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.7259042859077454, "num_tied_at_cutoff": 47, "score_decreased": null }, { "score_max": 0.7259042859077454, "score_mean": 0.3631361126899719, "score_p50": 0.36641833186149597, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 109, "n_interface": 206, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666669, "selected_y_range": 0.29166666666666663, "step": 1, "n_elem": 622, "target_elements": 2000, "gap": 1378, "cutoff_score": 0.5132918357849121, "num_tied_at_cutoff": 25, "score_decreased": true }, { "score_max": 0.5132918357849121, "score_mean": 0.3461705446243286, "score_p50": 0.36641833186149597, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 211, "n_outside": 307, "selected_inside_frac": 0.38095238095238093, "selected_interface_frac": 0.6190476190476191, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.4375, "step": 2, "n_elem": 704, "target_elements": 2000, "gap": 1296, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 436, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.31667837500572205, "score_p50": 0.3629521429538727, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 287, "n_outside": 307, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.45833333333333337, "step": 3, "n_elem": 821, "target_elements": 2000, "gap": 1179, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 406, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.2907886803150177, "score_p50": 0.3629521429538727, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 414, "n_outside": 307, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 948, "target_elements": 2000, "gap": 1052, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 360, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.2695218622684479, "score_p50": 0.25664591789245605, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 546, "n_outside": 313, "selected_inside_frac": 0.0, "selected_interface_frac": 0.1875, "selected_outside_frac": 0.8125, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.625, "step": 5, "n_elem": 1086, "target_elements": 2000, "gap": 914, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 310, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.24987584352493286, "score_p50": 0.18320916593074799, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 434, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.75, "step": 6, "n_elem": 1255, "target_elements": 2000, "gap": 745, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 248, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.23243077099323273, "score_p50": 0.18320916593074799, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 636, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1457, "target_elements": 2000, "gap": 543, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 172, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.2176399528980255, "score_p50": 0.18320916593074799, "score_p90": 0.3629521429538727, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 866, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.45833333333333326, "step": 8, "n_elem": 1687, "target_elements": 2000, "gap": 313, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 86, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.20745520293712616, "score_p50": 0.18320916593074799, "score_p90": 0.2590968906879425, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 1066, "selected_inside_frac": 0.40540540540540543, "selected_interface_frac": 0.0, "selected_outside_frac": 0.5945945945945946, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.90625, "step": 9, "n_elem": 1887, "target_elements": 2000, "gap": 113, "cutoff_score": 0.3629521429538727, "num_tied_at_cutoff": 135, "score_decreased": true } ], "sample_id": 33, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.1512955530397781, "max_err": 0.5072435871624084, "actual_elements": 2094, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9915785789489746, "score_mean": 0.11031495034694672, "score_p50": 2.892238398999325e-06, "score_p90": 0.6887500286102295, "fraction_gt1": 0.0, "n_inside": 47, "n_interface": 158, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.14583333333333334, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9839450716972351, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9853091835975647, "score_mean": 0.11826665699481964, "score_p50": 0.00013062740617897362, "score_p90": 0.5434913635253906, "fraction_gt1": 0.0, "n_inside": 107, "n_interface": 172, "n_outside": 307, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.27083333333333337, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 0.9223898649215698, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9866276383399963, "score_mean": 0.15491215884685516, "score_p50": 0.0014410868752747774, "score_p90": 0.7854480743408203, "fraction_gt1": 0.0, "n_inside": 172, "n_interface": 207, "n_outside": 307, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.34375000000000006, "selected_y_range": 0.3125, "step": 2, "n_elem": 686, "target_elements": 2000, "gap": 1314, "cutoff_score": 0.9490460753440857, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884604215621948, "score_mean": 0.2212914377450943, "score_p50": 0.00312151201069355, "score_p90": 0.89687180519104, "fraction_gt1": 0.0, "n_inside": 243, "n_interface": 260, "n_outside": 307, "selected_inside_frac": 0.125, "selected_interface_frac": 0.375, "selected_outside_frac": 0.5, "selected_x_range": 0.5, "selected_y_range": 0.32291666666666663, "step": 3, "n_elem": 810, "target_elements": 2000, "gap": 1190, "cutoff_score": 0.9764677882194519, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9881666302680969, "score_mean": 0.23089174926280975, "score_p50": 0.0021424642764031887, "score_p90": 0.8824987411499023, "fraction_gt1": 0.0, "n_inside": 266, "n_interface": 313, "n_outside": 361, "selected_inside_frac": 0.21428571428571427, "selected_interface_frac": 0.14285714285714285, "selected_outside_frac": 0.6428571428571429, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 940, "target_elements": 2000, "gap": 1060, "cutoff_score": 0.9759381413459778, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9859462380409241, "score_mean": 0.20986567437648773, "score_p50": 0.0023777491878718138, "score_p90": 0.8667338490486145, "fraction_gt1": 0.0, "n_inside": 309, "n_interface": 331, "n_outside": 453, "selected_inside_frac": 0.28125, "selected_interface_frac": 0.28125, "selected_outside_frac": 0.4375, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.5208333333333333, "step": 5, "n_elem": 1093, "target_elements": 2000, "gap": 907, "cutoff_score": 0.9528957605361938, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9806530475616455, "score_mean": 0.18699580430984497, "score_p50": 0.0024132411926984787, "score_p90": 0.8576707243919373, "fraction_gt1": 0.0, "n_inside": 355, "n_interface": 385, "n_outside": 520, "selected_inside_frac": 0.5405405405405406, "selected_interface_frac": 0.40540540540540543, "selected_outside_frac": 0.05405405405405406, "selected_x_range": 0.78125, "selected_y_range": 0.6354166666666666, "step": 6, "n_elem": 1260, "target_elements": 2000, "gap": 740, "cutoff_score": 0.9348055720329285, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9833042621612549, "score_mean": 0.17013908922672272, "score_p50": 0.006556142587214708, "score_p90": 0.7637436389923096, "fraction_gt1": 0.0, "n_inside": 479, "n_interface": 477, "n_outside": 538, "selected_inside_frac": 0.2727272727272727, "selected_interface_frac": 0.6136363636363636, "selected_outside_frac": 0.11363636363636363, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.5208333333333333, "step": 7, "n_elem": 1494, "target_elements": 2000, "gap": 506, "cutoff_score": 0.921555757522583, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9777207970619202, "score_mean": 0.1705700159072876, "score_p50": 0.009123850613832474, "score_p90": 0.7109577655792236, "fraction_gt1": 0.0, "n_inside": 560, "n_interface": 627, "n_outside": 569, "selected_inside_frac": 0.3269230769230769, "selected_interface_frac": 0.4807692307692308, "selected_outside_frac": 0.19230769230769232, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.7604166666666666, "step": 8, "n_elem": 1756, "target_elements": 2000, "gap": 244, "cutoff_score": 0.8820492029190063, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 33, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.14845182514449934, "max_err": 0.497039262916446, "actual_elements": 2102, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 3.1038460731506348, "score_mean": -2.2351741790771484e-08, "score_p50": -0.3506219983100891, "score_p90": 1.2421157360076904, "fraction_gt1": 0.107421875, "n_inside": 47, "n_interface": 158, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.14583333333333334, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 3.090583324432373, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.004301071166992, "score_mean": -1.269395824010644e-07, "score_p50": -0.3016190826892853, "score_p90": 0.7532603144645691, "fraction_gt1": 0.08873720136518772, "n_inside": 107, "n_interface": 172, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000003, "selected_y_range": 0.27083333333333337, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 3.860090732574463, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.1789112091064453, "score_mean": -6.567218235886685e-08, "score_p50": -0.14581254124641418, "score_p90": 1.1638789176940918, "fraction_gt1": 0.1122754491017964, "n_inside": 167, "n_interface": 194, "n_outside": 307, "selected_inside_frac": 0.55, "selected_interface_frac": 0.45, "selected_outside_frac": 0.0, "selected_x_range": 0.42708333333333337, "selected_y_range": 0.28125, "step": 2, "n_elem": 668, "target_elements": 2000, "gap": 1332, "cutoff_score": 1.5141509771347046, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.3950806856155396, "score_mean": 3.8629845988680245e-08, "score_p50": -0.0002888143062591553, "score_p90": 1.2939499616622925, "fraction_gt1": 0.16582278481012658, "n_inside": 218, "n_interface": 265, "n_outside": 307, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.2608695652173913, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.375, "step": 3, "n_elem": 790, "target_elements": 2000, "gap": 1210, "cutoff_score": 1.3726475238800049, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.490771770477295, "score_mean": -1.1660646492828164e-07, "score_p50": 0.1182197779417038, "score_p90": 1.4121841192245483, "fraction_gt1": 0.18231441048034935, "n_inside": 252, "n_interface": 328, "n_outside": 336, "selected_inside_frac": 0.0, "selected_interface_frac": 0.18518518518518517, "selected_outside_frac": 0.8148148148148148, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.5, "step": 4, "n_elem": 916, "target_elements": 2000, "gap": 1084, "cutoff_score": 1.470392107963562, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.6737271547317505, "score_mean": 5.8406847358583036e-08, "score_p50": -0.09623228758573532, "score_p90": 1.5032249689102173, "fraction_gt1": 0.14641148325358852, "n_inside": 252, "n_interface": 355, "n_outside": 438, "selected_inside_frac": 0.8064516129032258, "selected_interface_frac": 0.0, "selected_outside_frac": 0.1935483870967742, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.49999999999999994, "step": 5, "n_elem": 1045, "target_elements": 2000, "gap": 955, "cutoff_score": 1.6553771495819092, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.01366925239563, "score_mean": 1.2375335245451424e-07, "score_p50": -0.23140305280685425, "score_p90": 1.2173080444335938, "fraction_gt1": 0.13138686131386862, "n_inside": 384, "n_interface": 363, "n_outside": 486, "selected_inside_frac": 0.6111111111111112, "selected_interface_frac": 0.05555555555555555, "selected_outside_frac": 0.3333333333333333, "selected_x_range": 0.8020833333333333, "selected_y_range": 0.6458333333333333, "step": 6, "n_elem": 1233, "target_elements": 2000, "gap": 767, "cutoff_score": 1.8813526630401611, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.147847890853882, "score_mean": -1.0603744726722653e-07, "score_p50": -0.21594958007335663, "score_p90": 1.1019333600997925, "fraction_gt1": 0.10979847116052814, "n_inside": 496, "n_interface": 388, "n_outside": 555, "selected_inside_frac": 0.37209302325581395, "selected_interface_frac": 0.6046511627906976, "selected_outside_frac": 0.023255813953488372, "selected_x_range": 0.9375, "selected_y_range": 0.7708333333333333, "step": 7, "n_elem": 1439, "target_elements": 2000, "gap": 561, "cutoff_score": 1.7174072265625, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9576714038848877, "score_mean": -1.8722440131568874e-07, "score_p50": -0.4605388045310974, "score_p90": 1.0310616493225098, "fraction_gt1": 0.11042944785276074, "n_inside": 561, "n_interface": 502, "n_outside": 567, "selected_inside_frac": 0.3125, "selected_interface_frac": 0.5833333333333334, "selected_outside_frac": 0.10416666666666667, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.71875, "step": 8, "n_elem": 1630, "target_elements": 2000, "gap": 370, "cutoff_score": 1.53867506980896, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1009581089019775, "score_mean": 0.0, "score_p50": -0.3601774573326111, "score_p90": 1.0179094076156616, "fraction_gt1": 0.10471204188481675, "n_inside": 658, "n_interface": 644, "n_outside": 608, "selected_inside_frac": 0.3, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.36666666666666664, "selected_x_range": 0.96875, "selected_y_range": 0.90625, "step": 9, "n_elem": 1910, "target_elements": 2000, "gap": 90, "cutoff_score": 1.7027069330215454, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 33, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.1398845723078097, "max_err": 0.5156053889488167, "actual_elements": 4116, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.7259042859077454, "score_mean": 0.39941802620887756, "score_p50": 0.36641833186149597, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 47, "n_interface": 158, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333337, "selected_y_range": 0.27083333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.7259042859077454, "num_tied_at_cutoff": 47, "score_decreased": null }, { "score_max": 0.7259042859077454, "score_mean": 0.3631361126899719, "score_p50": 0.36641833186149597, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 109, "n_interface": 206, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666669, "selected_y_range": 0.29166666666666663, "step": 1, "n_elem": 622, "target_elements": 4000, "gap": 3378, "cutoff_score": 0.5132918357849121, "num_tied_at_cutoff": 25, "score_decreased": true }, { "score_max": 0.5132918357849121, "score_mean": 0.3461705446243286, "score_p50": 0.36641833186149597, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 211, "n_outside": 307, "selected_inside_frac": 0.38095238095238093, "selected_interface_frac": 0.6190476190476191, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.4375, "step": 2, "n_elem": 704, "target_elements": 4000, "gap": 3296, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 436, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.31667837500572205, "score_p50": 0.3629521429538727, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 287, "n_outside": 307, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.45833333333333337, "step": 3, "n_elem": 821, "target_elements": 4000, "gap": 3179, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 406, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.2907886803150177, "score_p50": 0.3629521429538727, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 414, "n_outside": 307, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 948, "target_elements": 4000, "gap": 3052, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 360, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.2695218622684479, "score_p50": 0.25664591789245605, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 546, "n_outside": 313, "selected_inside_frac": 0.0, "selected_interface_frac": 0.1875, "selected_outside_frac": 0.8125, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.625, "step": 5, "n_elem": 1086, "target_elements": 4000, "gap": 2914, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 310, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.24987584352493286, "score_p50": 0.18320916593074799, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 434, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.75, "step": 6, "n_elem": 1255, "target_elements": 4000, "gap": 2745, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 248, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.23243077099323273, "score_p50": 0.18320916593074799, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 636, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1457, "target_elements": 4000, "gap": 2543, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 172, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.2176399528980255, "score_p50": 0.18320916593074799, "score_p90": 0.3629521429538727, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 866, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.45833333333333326, "step": 8, "n_elem": 1687, "target_elements": 4000, "gap": 2313, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 86, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.20745520293712616, "score_p50": 0.18320916593074799, "score_p90": 0.2590968906879425, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 1066, "selected_inside_frac": 0.6071428571428571, "selected_interface_frac": 0.0, "selected_outside_frac": 0.39285714285714285, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.90625, "step": 9, "n_elem": 1887, "target_elements": 4000, "gap": 2113, "cutoff_score": 0.3629521429538727, "num_tied_at_cutoff": 135, "score_decreased": true }, { "score_max": 0.3629521429538727, "score_mean": 0.19348111748695374, "score_p50": 0.18320916593074799, "score_p90": 0.25664591789245605, "fraction_gt1": 0.0, "n_inside": 386, "n_interface": 677, "n_outside": 1141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666666, "selected_y_range": 0.22916666666666663, "step": 10, "n_elem": 2204, "target_elements": 4000, "gap": 1796, "cutoff_score": 0.3629521429538727, "num_tied_at_cutoff": 70, "score_decreased": true }, { "score_max": 0.2590968906879425, "score_mean": 0.18624718487262726, "score_p50": 0.18320916593074799, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 624, "n_interface": 677, "n_outside": 1141, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5068493150684932, "selected_outside_frac": 0.4931506849315068, "selected_x_range": 0.8333333333333334, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2442, "target_elements": 4000, "gap": 1558, "cutoff_score": 0.2590968906879425, "num_tied_at_cutoff": 120, "score_decreased": true }, { "score_max": 0.2590968906879425, "score_mean": 0.17343178391456604, "score_p50": 0.18320916593074799, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 624, "n_interface": 847, "n_outside": 1316, "selected_inside_frac": 0.4578313253012048, "selected_interface_frac": 0.0, "selected_outside_frac": 0.5421686746987951, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2787, "target_elements": 4000, "gap": 1213, "cutoff_score": 0.25664591789245605, "num_tied_at_cutoff": 102, "score_decreased": true }, { "score_max": 0.25664591789245605, "score_mean": 0.16161078214645386, "score_p50": 0.18147607147693634, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 799, "n_interface": 878, "n_outside": 1521, "selected_inside_frac": 0.5473684210526316, "selected_interface_frac": 0.45263157894736844, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.38541666666666663, "step": 13, "n_elem": 3198, "target_elements": 4000, "gap": 802, "cutoff_score": 0.18320916593074799, "num_tied_at_cutoff": 1380, "score_decreased": true }, { "score_max": 0.18320916593074799, "score_mean": 0.1508018523454666, "score_p50": 0.12954844534397125, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 1001, "n_interface": 1112, "n_outside": 1521, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.47916666666666663, "step": 14, "n_elem": 3634, "target_elements": 4000, "gap": 366, "cutoff_score": 0.18320916593074799, "num_tied_at_cutoff": 1298, "score_decreased": true } ], "sample_id": 33, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.13519991482132024, "max_err": 0.5155909358383997, "actual_elements": 4112, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9915785789489746, "score_mean": 0.11031495034694672, "score_p50": 2.892238398999325e-06, "score_p90": 0.6887500286102295, "fraction_gt1": 0.0, "n_inside": 47, "n_interface": 158, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.14583333333333334, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9839450716972351, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9853091835975647, "score_mean": 0.11826665699481964, "score_p50": 0.00013062740617897362, "score_p90": 0.5434913635253906, "fraction_gt1": 0.0, "n_inside": 107, "n_interface": 172, "n_outside": 307, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.27083333333333337, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 0.9223898649215698, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9866276383399963, "score_mean": 0.15491215884685516, "score_p50": 0.0014410868752747774, "score_p90": 0.7854480743408203, "fraction_gt1": 0.0, "n_inside": 172, "n_interface": 207, "n_outside": 307, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.34375000000000006, "selected_y_range": 0.3125, "step": 2, "n_elem": 686, "target_elements": 4000, "gap": 3314, "cutoff_score": 0.9490460753440857, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884604215621948, "score_mean": 0.2212914377450943, "score_p50": 0.00312151201069355, "score_p90": 0.89687180519104, "fraction_gt1": 0.0, "n_inside": 243, "n_interface": 260, "n_outside": 307, "selected_inside_frac": 0.125, "selected_interface_frac": 0.375, "selected_outside_frac": 0.5, "selected_x_range": 0.5, "selected_y_range": 0.32291666666666663, "step": 3, "n_elem": 810, "target_elements": 4000, "gap": 3190, "cutoff_score": 0.9764677882194519, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9881666302680969, "score_mean": 0.23089174926280975, "score_p50": 0.0021424642764031887, "score_p90": 0.8824987411499023, "fraction_gt1": 0.0, "n_inside": 266, "n_interface": 313, "n_outside": 361, "selected_inside_frac": 0.21428571428571427, "selected_interface_frac": 0.14285714285714285, "selected_outside_frac": 0.6428571428571429, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 940, "target_elements": 4000, "gap": 3060, "cutoff_score": 0.9759381413459778, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9859462380409241, "score_mean": 0.20986567437648773, "score_p50": 0.0023777491878718138, "score_p90": 0.8667338490486145, "fraction_gt1": 0.0, "n_inside": 309, "n_interface": 331, "n_outside": 453, "selected_inside_frac": 0.28125, "selected_interface_frac": 0.28125, "selected_outside_frac": 0.4375, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.5208333333333333, "step": 5, "n_elem": 1093, "target_elements": 4000, "gap": 2907, "cutoff_score": 0.9528957605361938, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9806530475616455, "score_mean": 0.18699580430984497, "score_p50": 0.0024132411926984787, "score_p90": 0.8576707243919373, "fraction_gt1": 0.0, "n_inside": 355, "n_interface": 385, "n_outside": 520, "selected_inside_frac": 0.5405405405405406, "selected_interface_frac": 0.40540540540540543, "selected_outside_frac": 0.05405405405405406, "selected_x_range": 0.78125, "selected_y_range": 0.6354166666666666, "step": 6, "n_elem": 1260, "target_elements": 4000, "gap": 2740, "cutoff_score": 0.9348055720329285, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9833042621612549, "score_mean": 0.17013908922672272, "score_p50": 0.006556142587214708, "score_p90": 0.7637436389923096, "fraction_gt1": 0.0, "n_inside": 479, "n_interface": 477, "n_outside": 538, "selected_inside_frac": 0.2727272727272727, "selected_interface_frac": 0.6136363636363636, "selected_outside_frac": 0.11363636363636363, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.5208333333333333, "step": 7, "n_elem": 1494, "target_elements": 4000, "gap": 2506, "cutoff_score": 0.921555757522583, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9777207970619202, "score_mean": 0.1705700159072876, "score_p50": 0.009123850613832474, "score_p90": 0.7109577655792236, "fraction_gt1": 0.0, "n_inside": 560, "n_interface": 627, "n_outside": 569, "selected_inside_frac": 0.3269230769230769, "selected_interface_frac": 0.4807692307692308, "selected_outside_frac": 0.19230769230769232, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.7604166666666666, "step": 8, "n_elem": 1756, "target_elements": 4000, "gap": 2244, "cutoff_score": 0.8820492029190063, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9685114622116089, "score_mean": 0.1814717948436737, "score_p50": 0.010265584103763103, "score_p90": 0.7414183616638184, "fraction_gt1": 0.0, "n_inside": 681, "n_interface": 773, "n_outside": 640, "selected_inside_frac": 0.5967741935483871, "selected_interface_frac": 0.20967741935483872, "selected_outside_frac": 0.1935483870967742, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.59375, "step": 9, "n_elem": 2094, "target_elements": 4000, "gap": 1906, "cutoff_score": 0.8898711800575256, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9766130447387695, "score_mean": 0.19715344905853271, "score_p50": 0.010136481374502182, "score_p90": 0.7846953868865967, "fraction_gt1": 0.0, "n_inside": 880, "n_interface": 856, "n_outside": 717, "selected_inside_frac": 0.3287671232876712, "selected_interface_frac": 0.2876712328767123, "selected_outside_frac": 0.3835616438356164, "selected_x_range": 0.625, "selected_y_range": 0.5, "step": 10, "n_elem": 2453, "target_elements": 4000, "gap": 1547, "cutoff_score": 0.9111329317092896, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9853315353393555, "score_mean": 0.2214185744524002, "score_p50": 0.009311134926974773, "score_p90": 0.8296290040016174, "fraction_gt1": 0.0, "n_inside": 1019, "n_interface": 970, "n_outside": 874, "selected_inside_frac": 0.25882352941176473, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.38823529411764707, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.5416666666666666, "step": 11, "n_elem": 2863, "target_elements": 4000, "gap": 1137, "cutoff_score": 0.9156163930892944, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9843170642852783, "score_mean": 0.21503902971744537, "score_p50": 0.006354520097374916, "score_p90": 0.8235622644424438, "fraction_gt1": 0.0, "n_inside": 1164, "n_interface": 1117, "n_outside": 1072, "selected_inside_frac": 0.49, "selected_interface_frac": 0.28, "selected_outside_frac": 0.23, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.90625, "step": 12, "n_elem": 3353, "target_elements": 4000, "gap": 647, "cutoff_score": 0.9127927422523499, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9800057411193848, "score_mean": 0.20288363099098206, "score_p50": 0.006384735461324453, "score_p90": 0.8123385310173035, "fraction_gt1": 0.0, "n_inside": 1427, "n_interface": 1271, "n_outside": 1195, "selected_inside_frac": 0.2, "selected_interface_frac": 0.5428571428571428, "selected_outside_frac": 0.2571428571428571, "selected_x_range": 0.6302083333333334, "selected_y_range": 0.3125, "step": 13, "n_elem": 3893, "target_elements": 4000, "gap": 107, "cutoff_score": 0.9425908327102661, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 33, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.13018466853649405, "max_err": 0.5191880038283625, "actual_elements": 4148, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 3.1038460731506348, "score_mean": -2.2351741790771484e-08, "score_p50": -0.3506219983100891, "score_p90": 1.2421157360076904, "fraction_gt1": 0.107421875, "n_inside": 47, "n_interface": 158, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.14583333333333334, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 3.090583324432373, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.004301071166992, "score_mean": -1.269395824010644e-07, "score_p50": -0.3016190826892853, "score_p90": 0.7532603144645691, "fraction_gt1": 0.08873720136518772, "n_inside": 107, "n_interface": 172, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000003, "selected_y_range": 0.27083333333333337, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 3.860090732574463, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.1789112091064453, "score_mean": -6.567218235886685e-08, "score_p50": -0.14581254124641418, "score_p90": 1.1638789176940918, "fraction_gt1": 0.1122754491017964, "n_inside": 167, "n_interface": 194, "n_outside": 307, "selected_inside_frac": 0.55, "selected_interface_frac": 0.45, "selected_outside_frac": 0.0, "selected_x_range": 0.42708333333333337, "selected_y_range": 0.28125, "step": 2, "n_elem": 668, "target_elements": 4000, "gap": 3332, "cutoff_score": 1.5141509771347046, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.3950806856155396, "score_mean": 3.8629845988680245e-08, "score_p50": -0.0002888143062591553, "score_p90": 1.2939499616622925, "fraction_gt1": 0.16582278481012658, "n_inside": 218, "n_interface": 265, "n_outside": 307, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.2608695652173913, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.375, "step": 3, "n_elem": 790, "target_elements": 4000, "gap": 3210, "cutoff_score": 1.3726475238800049, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.490771770477295, "score_mean": -1.1660646492828164e-07, "score_p50": 0.1182197779417038, "score_p90": 1.4121841192245483, "fraction_gt1": 0.18231441048034935, "n_inside": 252, "n_interface": 328, "n_outside": 336, "selected_inside_frac": 0.0, "selected_interface_frac": 0.18518518518518517, "selected_outside_frac": 0.8148148148148148, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.5, "step": 4, "n_elem": 916, "target_elements": 4000, "gap": 3084, "cutoff_score": 1.470392107963562, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.6737271547317505, "score_mean": 5.8406847358583036e-08, "score_p50": -0.09623228758573532, "score_p90": 1.5032249689102173, "fraction_gt1": 0.14641148325358852, "n_inside": 252, "n_interface": 355, "n_outside": 438, "selected_inside_frac": 0.8064516129032258, "selected_interface_frac": 0.0, "selected_outside_frac": 0.1935483870967742, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.49999999999999994, "step": 5, "n_elem": 1045, "target_elements": 4000, "gap": 2955, "cutoff_score": 1.6553771495819092, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.01366925239563, "score_mean": 1.2375335245451424e-07, "score_p50": -0.23140305280685425, "score_p90": 1.2173080444335938, "fraction_gt1": 0.13138686131386862, "n_inside": 384, "n_interface": 363, "n_outside": 486, "selected_inside_frac": 0.6111111111111112, "selected_interface_frac": 0.05555555555555555, "selected_outside_frac": 0.3333333333333333, "selected_x_range": 0.8020833333333333, "selected_y_range": 0.6458333333333333, "step": 6, "n_elem": 1233, "target_elements": 4000, "gap": 2767, "cutoff_score": 1.8813526630401611, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.147847890853882, "score_mean": -1.0603744726722653e-07, "score_p50": -0.21594958007335663, "score_p90": 1.1019333600997925, "fraction_gt1": 0.10979847116052814, "n_inside": 496, "n_interface": 388, "n_outside": 555, "selected_inside_frac": 0.37209302325581395, "selected_interface_frac": 0.6046511627906976, "selected_outside_frac": 0.023255813953488372, "selected_x_range": 0.9375, "selected_y_range": 0.7708333333333333, "step": 7, "n_elem": 1439, "target_elements": 4000, "gap": 2561, "cutoff_score": 1.7174072265625, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9576714038848877, "score_mean": -1.8722440131568874e-07, "score_p50": -0.4605388045310974, "score_p90": 1.0310616493225098, "fraction_gt1": 0.11042944785276074, "n_inside": 561, "n_interface": 502, "n_outside": 567, "selected_inside_frac": 0.3125, "selected_interface_frac": 0.5833333333333334, "selected_outside_frac": 0.10416666666666667, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.71875, "step": 8, "n_elem": 1630, "target_elements": 4000, "gap": 2370, "cutoff_score": 1.53867506980896, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1009581089019775, "score_mean": 0.0, "score_p50": -0.3601774573326111, "score_p90": 1.0179094076156616, "fraction_gt1": 0.10471204188481675, "n_inside": 658, "n_interface": 644, "n_outside": 608, "selected_inside_frac": 0.43859649122807015, "selected_interface_frac": 0.24561403508771928, "selected_outside_frac": 0.3157894736842105, "selected_x_range": 0.96875, "selected_y_range": 0.90625, "step": 9, "n_elem": 1910, "target_elements": 4000, "gap": 2090, "cutoff_score": 1.5423206090927124, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8363686800003052, "score_mean": 0.0, "score_p50": -0.29245808720588684, "score_p90": 1.1277297735214233, "fraction_gt1": 0.16808606006275212, "n_inside": 794, "n_interface": 712, "n_outside": 725, "selected_inside_frac": 0.2878787878787879, "selected_interface_frac": 0.3181818181818182, "selected_outside_frac": 0.3939393939393939, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666667, "step": 10, "n_elem": 2231, "target_elements": 4000, "gap": 1769, "cutoff_score": 1.2756259441375732, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.817032814025879, "score_mean": 2.3529358017526647e-08, "score_p50": -0.21821677684783936, "score_p90": 1.224172592163086, "fraction_gt1": 0.15612952968388588, "n_inside": 891, "n_interface": 838, "n_outside": 865, "selected_inside_frac": 0.16883116883116883, "selected_interface_frac": 0.03896103896103896, "selected_outside_frac": 0.7922077922077922, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2594, "target_elements": 4000, "gap": 1406, "cutoff_score": 1.4011672735214233, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9683948755264282, "score_mean": -1.8646177579739742e-07, "score_p50": -0.13061359524726868, "score_p90": 1.1652452945709229, "fraction_gt1": 0.1364562118126273, "n_inside": 958, "n_interface": 879, "n_outside": 1109, "selected_inside_frac": 0.10227272727272728, "selected_interface_frac": 0.3181818181818182, "selected_outside_frac": 0.5795454545454546, "selected_x_range": 0.96875, "selected_y_range": 0.9375, "step": 12, "n_elem": 2946, "target_elements": 4000, "gap": 1054, "cutoff_score": 1.2448699474334717, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9130806922912598, "score_mean": -2.196826329736723e-07, "score_p50": 0.005917191505432129, "score_p90": 1.2145695686340332, "fraction_gt1": 0.15296940611877624, "n_inside": 993, "n_interface": 1034, "n_outside": 1307, "selected_inside_frac": 0.18, "selected_interface_frac": 0.27, "selected_outside_frac": 0.55, "selected_x_range": 0.9375, "selected_y_range": 0.7291666666666666, "step": 13, "n_elem": 3334, "target_elements": 4000, "gap": 666, "cutoff_score": 1.3465253114700317, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.833274006843567, "score_mean": -1.5952732468349495e-08, "score_p50": 0.08011705428361893, "score_p90": 1.272158145904541, "fraction_gt1": 0.165446941975954, "n_inside": 1087, "n_interface": 1180, "n_outside": 1559, "selected_inside_frac": 0.6379310344827587, "selected_interface_frac": 0.20689655172413793, "selected_outside_frac": 0.15517241379310345, "selected_x_range": 0.8541666666666666, "selected_y_range": 0.65625, "step": 14, "n_elem": 3826, "target_elements": 4000, "gap": 174, "cutoff_score": 1.506502389907837, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 33, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.13036161263064489, "max_err": 0.5170167241471355, "actual_elements": 8105, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.7259042859077454, "score_mean": 0.39941802620887756, "score_p50": 0.36641833186149597, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 47, "n_interface": 158, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333337, "selected_y_range": 0.27083333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.7259042859077454, "num_tied_at_cutoff": 47, "score_decreased": null }, { "score_max": 0.7259042859077454, "score_mean": 0.3631361126899719, "score_p50": 0.36641833186149597, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 109, "n_interface": 206, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666669, "selected_y_range": 0.29166666666666663, "step": 1, "n_elem": 622, "target_elements": 8000, "gap": 7378, "cutoff_score": 0.5132918357849121, "num_tied_at_cutoff": 25, "score_decreased": true }, { "score_max": 0.5132918357849121, "score_mean": 0.3461705446243286, "score_p50": 0.36641833186149597, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 211, "n_outside": 307, "selected_inside_frac": 0.38095238095238093, "selected_interface_frac": 0.6190476190476191, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.4375, "step": 2, "n_elem": 704, "target_elements": 8000, "gap": 7296, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 436, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.31667837500572205, "score_p50": 0.3629521429538727, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 287, "n_outside": 307, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.45833333333333337, "step": 3, "n_elem": 821, "target_elements": 8000, "gap": 7179, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 406, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.2907886803150177, "score_p50": 0.3629521429538727, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 414, "n_outside": 307, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 948, "target_elements": 8000, "gap": 7052, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 360, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.2695218622684479, "score_p50": 0.25664591789245605, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 546, "n_outside": 313, "selected_inside_frac": 0.0, "selected_interface_frac": 0.1875, "selected_outside_frac": 0.8125, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.625, "step": 5, "n_elem": 1086, "target_elements": 8000, "gap": 6914, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 310, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.24987584352493286, "score_p50": 0.18320916593074799, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 434, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.75, "step": 6, "n_elem": 1255, "target_elements": 8000, "gap": 6745, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 248, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.23243077099323273, "score_p50": 0.18320916593074799, "score_p90": 0.36641833186149597, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 636, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1457, "target_elements": 8000, "gap": 6543, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 172, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.2176399528980255, "score_p50": 0.18320916593074799, "score_p90": 0.3629521429538727, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 866, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.45833333333333326, "step": 8, "n_elem": 1687, "target_elements": 8000, "gap": 6313, "cutoff_score": 0.36641833186149597, "num_tied_at_cutoff": 86, "score_decreased": true }, { "score_max": 0.36641833186149597, "score_mean": 0.20745520293712616, "score_p50": 0.18320916593074799, "score_p90": 0.2590968906879425, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 594, "n_outside": 1066, "selected_inside_frac": 0.6071428571428571, "selected_interface_frac": 0.0, "selected_outside_frac": 0.39285714285714285, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.90625, "step": 9, "n_elem": 1887, "target_elements": 8000, "gap": 6113, "cutoff_score": 0.3629521429538727, "num_tied_at_cutoff": 135, "score_decreased": true }, { "score_max": 0.3629521429538727, "score_mean": 0.19348111748695374, "score_p50": 0.18320916593074799, "score_p90": 0.25664591789245605, "fraction_gt1": 0.0, "n_inside": 386, "n_interface": 677, "n_outside": 1141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666666, "selected_y_range": 0.22916666666666663, "step": 10, "n_elem": 2204, "target_elements": 8000, "gap": 5796, "cutoff_score": 0.3629521429538727, "num_tied_at_cutoff": 70, "score_decreased": true }, { "score_max": 0.2590968906879425, "score_mean": 0.18624718487262726, "score_p50": 0.18320916593074799, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 624, "n_interface": 677, "n_outside": 1141, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5068493150684932, "selected_outside_frac": 0.4931506849315068, "selected_x_range": 0.8333333333333334, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2442, "target_elements": 8000, "gap": 5558, "cutoff_score": 0.2590968906879425, "num_tied_at_cutoff": 120, "score_decreased": true }, { "score_max": 0.2590968906879425, "score_mean": 0.17343178391456604, "score_p50": 0.18320916593074799, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 624, "n_interface": 847, "n_outside": 1316, "selected_inside_frac": 0.4578313253012048, "selected_interface_frac": 0.0, "selected_outside_frac": 0.5421686746987951, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2787, "target_elements": 8000, "gap": 5213, "cutoff_score": 0.25664591789245605, "num_tied_at_cutoff": 102, "score_decreased": true }, { "score_max": 0.25664591789245605, "score_mean": 0.16161078214645386, "score_p50": 0.18147607147693634, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 799, "n_interface": 878, "n_outside": 1521, "selected_inside_frac": 0.5473684210526316, "selected_interface_frac": 0.45263157894736844, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.38541666666666663, "step": 13, "n_elem": 3198, "target_elements": 8000, "gap": 4802, "cutoff_score": 0.18320916593074799, "num_tied_at_cutoff": 1380, "score_decreased": true }, { "score_max": 0.18320916593074799, "score_mean": 0.1508018523454666, "score_p50": 0.12954844534397125, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 1001, "n_interface": 1112, "n_outside": 1521, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.47916666666666663, "step": 14, "n_elem": 3634, "target_elements": 8000, "gap": 4366, "cutoff_score": 0.18320916593074799, "num_tied_at_cutoff": 1298, "score_decreased": true }, { "score_max": 0.18320916593074799, "score_mean": 0.14033347368240356, "score_p50": 0.12954844534397125, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 1001, "n_interface": 1594, "n_outside": 1521, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.5729166666666667, "step": 15, "n_elem": 4116, "target_elements": 8000, "gap": 3884, "cutoff_score": 0.18320916593074799, "num_tied_at_cutoff": 1130, "score_decreased": true }, { "score_max": 0.18320916593074799, "score_mean": 0.13187040388584137, "score_p50": 0.12954844534397125, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 1001, "n_interface": 2086, "n_outside": 1521, "selected_inside_frac": 0.0, "selected_interface_frac": 0.2608695652173913, "selected_outside_frac": 0.7391304347826086, "selected_x_range": 0.75, "selected_y_range": 0.6354166666666667, "step": 16, "n_elem": 4608, "target_elements": 8000, "gap": 3392, "cutoff_score": 0.18320916593074799, "num_tied_at_cutoff": 966, "score_decreased": true }, { "score_max": 0.18320916593074799, "score_mean": 0.12436997890472412, "score_p50": 0.12832295894622803, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 1001, "n_interface": 2246, "n_outside": 1907, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.84375, "selected_y_range": 0.75, "step": 17, "n_elem": 5154, "target_elements": 8000, "gap": 2846, "cutoff_score": 0.18320916593074799, "num_tied_at_cutoff": 784, "score_decreased": true }, { "score_max": 0.18320916593074799, "score_mean": 0.1176861897110939, "score_p50": 0.09160458296537399, "score_p90": 0.18320916593074799, "fraction_gt1": 0.0, "n_inside": 1001, "n_interface": 2246, "n_outside": 2511, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.84375, "step": 18, "n_elem": 5758, "target_elements": 8000, "gap": 2242, "cutoff_score": 0.18320916593074799, "num_tied_at_cutoff": 594, "score_decreased": true }, { "score_max": 0.18320916593074799, "score_mean": 0.11160968989133835, "score_p50": 0.09160458296537399, "score_p90": 0.18147607147693634, "fraction_gt1": 0.0, "n_inside": 1001, "n_interface": 2246, "n_outside": 3203, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.5104166666666667, "step": 19, "n_elem": 6450, "target_elements": 8000, "gap": 1550, "cutoff_score": 0.18320916593074799, "num_tied_at_cutoff": 364, "score_decreased": true }, { "score_max": 0.18320916593074799, "score_mean": 0.10657380521297455, "score_p50": 0.09160458296537399, "score_p90": 0.12954844534397125, "fraction_gt1": 0.0, "n_inside": 1001, "n_interface": 2246, "n_outside": 3916, "selected_inside_frac": 0.40186915887850466, "selected_interface_frac": 0.0, "selected_outside_frac": 0.5981308411214953, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9322916666666667, "step": 20, "n_elem": 7163, "target_elements": 8000, "gap": 837, "cutoff_score": 0.18147607147693634, "num_tied_at_cutoff": 450, "score_decreased": true } ], "sample_id": 33, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.12819069477167264, "max_err": 0.5265099087889007, "actual_elements": 8474, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9915785789489746, "score_mean": 0.11031495034694672, "score_p50": 2.892238398999325e-06, "score_p90": 0.6887500286102295, "fraction_gt1": 0.0, "n_inside": 47, "n_interface": 158, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.14583333333333334, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9839450716972351, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9853091835975647, "score_mean": 0.11826665699481964, "score_p50": 0.00013062740617897362, "score_p90": 0.5434913635253906, "fraction_gt1": 0.0, "n_inside": 107, "n_interface": 172, "n_outside": 307, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.27083333333333337, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 0.9223898649215698, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9866276383399963, "score_mean": 0.15491215884685516, "score_p50": 0.0014410868752747774, "score_p90": 0.7854480743408203, "fraction_gt1": 0.0, "n_inside": 172, "n_interface": 207, "n_outside": 307, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.34375000000000006, "selected_y_range": 0.3125, "step": 2, "n_elem": 686, "target_elements": 8000, "gap": 7314, "cutoff_score": 0.9490460753440857, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884604215621948, "score_mean": 0.2212914377450943, "score_p50": 0.00312151201069355, "score_p90": 0.89687180519104, "fraction_gt1": 0.0, "n_inside": 243, "n_interface": 260, "n_outside": 307, "selected_inside_frac": 0.125, "selected_interface_frac": 0.375, "selected_outside_frac": 0.5, "selected_x_range": 0.5, "selected_y_range": 0.32291666666666663, "step": 3, "n_elem": 810, "target_elements": 8000, "gap": 7190, "cutoff_score": 0.9764677882194519, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9881666302680969, "score_mean": 0.23089174926280975, "score_p50": 0.0021424642764031887, "score_p90": 0.8824987411499023, "fraction_gt1": 0.0, "n_inside": 266, "n_interface": 313, "n_outside": 361, "selected_inside_frac": 0.21428571428571427, "selected_interface_frac": 0.14285714285714285, "selected_outside_frac": 0.6428571428571429, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 940, "target_elements": 8000, "gap": 7060, "cutoff_score": 0.9759381413459778, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9859462380409241, "score_mean": 0.20986567437648773, "score_p50": 0.0023777491878718138, "score_p90": 0.8667338490486145, "fraction_gt1": 0.0, "n_inside": 309, "n_interface": 331, "n_outside": 453, "selected_inside_frac": 0.28125, "selected_interface_frac": 0.28125, "selected_outside_frac": 0.4375, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.5208333333333333, "step": 5, "n_elem": 1093, "target_elements": 8000, "gap": 6907, "cutoff_score": 0.9528957605361938, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9806530475616455, "score_mean": 0.18699580430984497, "score_p50": 0.0024132411926984787, "score_p90": 0.8576707243919373, "fraction_gt1": 0.0, "n_inside": 355, "n_interface": 385, "n_outside": 520, "selected_inside_frac": 0.5405405405405406, "selected_interface_frac": 0.40540540540540543, "selected_outside_frac": 0.05405405405405406, "selected_x_range": 0.78125, "selected_y_range": 0.6354166666666666, "step": 6, "n_elem": 1260, "target_elements": 8000, "gap": 6740, "cutoff_score": 0.9348055720329285, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9833042621612549, "score_mean": 0.17013908922672272, "score_p50": 0.006556142587214708, "score_p90": 0.7637436389923096, "fraction_gt1": 0.0, "n_inside": 479, "n_interface": 477, "n_outside": 538, "selected_inside_frac": 0.2727272727272727, "selected_interface_frac": 0.6136363636363636, "selected_outside_frac": 0.11363636363636363, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.5208333333333333, "step": 7, "n_elem": 1494, "target_elements": 8000, "gap": 6506, "cutoff_score": 0.921555757522583, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9777207970619202, "score_mean": 0.1705700159072876, "score_p50": 0.009123850613832474, "score_p90": 0.7109577655792236, "fraction_gt1": 0.0, "n_inside": 560, "n_interface": 627, "n_outside": 569, "selected_inside_frac": 0.3269230769230769, "selected_interface_frac": 0.4807692307692308, "selected_outside_frac": 0.19230769230769232, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.7604166666666666, "step": 8, "n_elem": 1756, "target_elements": 8000, "gap": 6244, "cutoff_score": 0.8820492029190063, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9685114622116089, "score_mean": 0.1814717948436737, "score_p50": 0.010265584103763103, "score_p90": 0.7414183616638184, "fraction_gt1": 0.0, "n_inside": 681, "n_interface": 773, "n_outside": 640, "selected_inside_frac": 0.5967741935483871, "selected_interface_frac": 0.20967741935483872, "selected_outside_frac": 0.1935483870967742, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.59375, "step": 9, "n_elem": 2094, "target_elements": 8000, "gap": 5906, "cutoff_score": 0.8898711800575256, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9766130447387695, "score_mean": 0.19715344905853271, "score_p50": 0.010136481374502182, "score_p90": 0.7846953868865967, "fraction_gt1": 0.0, "n_inside": 880, "n_interface": 856, "n_outside": 717, "selected_inside_frac": 0.3287671232876712, "selected_interface_frac": 0.2876712328767123, "selected_outside_frac": 0.3835616438356164, "selected_x_range": 0.625, "selected_y_range": 0.5, "step": 10, "n_elem": 2453, "target_elements": 8000, "gap": 5547, "cutoff_score": 0.9111329317092896, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9853315353393555, "score_mean": 0.2214185744524002, "score_p50": 0.009311134926974773, "score_p90": 0.8296290040016174, "fraction_gt1": 0.0, "n_inside": 1019, "n_interface": 970, "n_outside": 874, "selected_inside_frac": 0.25882352941176473, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.38823529411764707, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.5416666666666666, "step": 11, "n_elem": 2863, "target_elements": 8000, "gap": 5137, "cutoff_score": 0.9156163930892944, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9843170642852783, "score_mean": 0.21503902971744537, "score_p50": 0.006354520097374916, "score_p90": 0.8235622644424438, "fraction_gt1": 0.0, "n_inside": 1164, "n_interface": 1117, "n_outside": 1072, "selected_inside_frac": 0.49, "selected_interface_frac": 0.28, "selected_outside_frac": 0.23, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.90625, "step": 12, "n_elem": 3353, "target_elements": 8000, "gap": 4647, "cutoff_score": 0.9127927422523499, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9800057411193848, "score_mean": 0.20288363099098206, "score_p50": 0.006384735461324453, "score_p90": 0.8123385310173035, "fraction_gt1": 0.0, "n_inside": 1427, "n_interface": 1271, "n_outside": 1195, "selected_inside_frac": 0.25862068965517243, "selected_interface_frac": 0.5689655172413793, "selected_outside_frac": 0.1724137931034483, "selected_x_range": 0.96875, "selected_y_range": 0.78125, "step": 13, "n_elem": 3893, "target_elements": 8000, "gap": 4107, "cutoff_score": 0.9051874876022339, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9835772514343262, "score_mean": 0.18025289475917816, "score_p50": 0.0056452443823218346, "score_p90": 0.7752698659896851, "fraction_gt1": 0.0, "n_inside": 1612, "n_interface": 1671, "n_outside": 1345, "selected_inside_frac": 0.5144927536231884, "selected_interface_frac": 0.3188405797101449, "selected_outside_frac": 0.16666666666666666, "selected_x_range": 0.90625, "selected_y_range": 0.8229166666666667, "step": 14, "n_elem": 4628, "target_elements": 8000, "gap": 3372, "cutoff_score": 0.8921108841896057, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9717727899551392, "score_mean": 0.17089660465717316, "score_p50": 0.0068656038492918015, "score_p90": 0.7431626915931702, "fraction_gt1": 0.0, "n_inside": 2027, "n_interface": 1944, "n_outside": 1501, "selected_inside_frac": 0.4024390243902439, "selected_interface_frac": 0.32926829268292684, "selected_outside_frac": 0.2682926829268293, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9479166666666667, "step": 15, "n_elem": 5472, "target_elements": 8000, "gap": 2528, "cutoff_score": 0.8700575232505798, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9746991395950317, "score_mean": 0.173438161611557, "score_p50": 0.008333016186952591, "score_p90": 0.7256451845169067, "fraction_gt1": 0.0, "n_inside": 2410, "n_interface": 2262, "n_outside": 1758, "selected_inside_frac": 0.421875, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.24479166666666666, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8489583333333333, "step": 16, "n_elem": 6430, "target_elements": 8000, "gap": 1570, "cutoff_score": 0.881779134273529, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9798669815063477, "score_mean": 0.18593916296958923, "score_p50": 0.006871834862977266, "score_p90": 0.7622634172439575, "fraction_gt1": 0.0, "n_inside": 2807, "n_interface": 2603, "n_outside": 2072, "selected_inside_frac": 0.5988372093023255, "selected_interface_frac": 0.22093023255813954, "selected_outside_frac": 0.18023255813953487, "selected_x_range": 0.921875, "selected_y_range": 0.796875, "step": 17, "n_elem": 7482, "target_elements": 8000, "gap": 518, "cutoff_score": 0.9011723399162292, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 33, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.1276995612637326, "max_err": 0.5392688500979552, "actual_elements": 8391, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 3.1038460731506348, "score_mean": -2.2351741790771484e-08, "score_p50": -0.3506219983100891, "score_p90": 1.2421157360076904, "fraction_gt1": 0.107421875, "n_inside": 47, "n_interface": 158, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.14583333333333334, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 3.090583324432373, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.004301071166992, "score_mean": -1.269395824010644e-07, "score_p50": -0.3016190826892853, "score_p90": 0.7532603144645691, "fraction_gt1": 0.08873720136518772, "n_inside": 107, "n_interface": 172, "n_outside": 307, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000003, "selected_y_range": 0.27083333333333337, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 3.860090732574463, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.1789112091064453, "score_mean": -6.567218235886685e-08, "score_p50": -0.14581254124641418, "score_p90": 1.1638789176940918, "fraction_gt1": 0.1122754491017964, "n_inside": 167, "n_interface": 194, "n_outside": 307, "selected_inside_frac": 0.55, "selected_interface_frac": 0.45, "selected_outside_frac": 0.0, "selected_x_range": 0.42708333333333337, "selected_y_range": 0.28125, "step": 2, "n_elem": 668, "target_elements": 8000, "gap": 7332, "cutoff_score": 1.5141509771347046, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.3950806856155396, "score_mean": 3.8629845988680245e-08, "score_p50": -0.0002888143062591553, "score_p90": 1.2939499616622925, "fraction_gt1": 0.16582278481012658, "n_inside": 218, "n_interface": 265, "n_outside": 307, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.2608695652173913, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.375, "step": 3, "n_elem": 790, "target_elements": 8000, "gap": 7210, "cutoff_score": 1.3726475238800049, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.490771770477295, "score_mean": -1.1660646492828164e-07, "score_p50": 0.1182197779417038, "score_p90": 1.4121841192245483, "fraction_gt1": 0.18231441048034935, "n_inside": 252, "n_interface": 328, "n_outside": 336, "selected_inside_frac": 0.0, "selected_interface_frac": 0.18518518518518517, "selected_outside_frac": 0.8148148148148148, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.5, "step": 4, "n_elem": 916, "target_elements": 8000, "gap": 7084, "cutoff_score": 1.470392107963562, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.6737271547317505, "score_mean": 5.8406847358583036e-08, "score_p50": -0.09623228758573532, "score_p90": 1.5032249689102173, "fraction_gt1": 0.14641148325358852, "n_inside": 252, "n_interface": 355, "n_outside": 438, "selected_inside_frac": 0.8064516129032258, "selected_interface_frac": 0.0, "selected_outside_frac": 0.1935483870967742, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.49999999999999994, "step": 5, "n_elem": 1045, "target_elements": 8000, "gap": 6955, "cutoff_score": 1.6553771495819092, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.01366925239563, "score_mean": 1.2375335245451424e-07, "score_p50": -0.23140305280685425, "score_p90": 1.2173080444335938, "fraction_gt1": 0.13138686131386862, "n_inside": 384, "n_interface": 363, "n_outside": 486, "selected_inside_frac": 0.6111111111111112, "selected_interface_frac": 0.05555555555555555, "selected_outside_frac": 0.3333333333333333, "selected_x_range": 0.8020833333333333, "selected_y_range": 0.6458333333333333, "step": 6, "n_elem": 1233, "target_elements": 8000, "gap": 6767, "cutoff_score": 1.8813526630401611, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.147847890853882, "score_mean": -1.0603744726722653e-07, "score_p50": -0.21594958007335663, "score_p90": 1.1019333600997925, "fraction_gt1": 0.10979847116052814, "n_inside": 496, "n_interface": 388, "n_outside": 555, "selected_inside_frac": 0.37209302325581395, "selected_interface_frac": 0.6046511627906976, "selected_outside_frac": 0.023255813953488372, "selected_x_range": 0.9375, "selected_y_range": 0.7708333333333333, "step": 7, "n_elem": 1439, "target_elements": 8000, "gap": 6561, "cutoff_score": 1.7174072265625, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9576714038848877, "score_mean": -1.8722440131568874e-07, "score_p50": -0.4605388045310974, "score_p90": 1.0310616493225098, "fraction_gt1": 0.11042944785276074, "n_inside": 561, "n_interface": 502, "n_outside": 567, "selected_inside_frac": 0.3125, "selected_interface_frac": 0.5833333333333334, "selected_outside_frac": 0.10416666666666667, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.71875, "step": 8, "n_elem": 1630, "target_elements": 8000, "gap": 6370, "cutoff_score": 1.53867506980896, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1009581089019775, "score_mean": 0.0, "score_p50": -0.3601774573326111, "score_p90": 1.0179094076156616, "fraction_gt1": 0.10471204188481675, "n_inside": 658, "n_interface": 644, "n_outside": 608, "selected_inside_frac": 0.43859649122807015, "selected_interface_frac": 0.24561403508771928, "selected_outside_frac": 0.3157894736842105, "selected_x_range": 0.96875, "selected_y_range": 0.90625, "step": 9, "n_elem": 1910, "target_elements": 8000, "gap": 6090, "cutoff_score": 1.5423206090927124, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8363686800003052, "score_mean": 0.0, "score_p50": -0.29245808720588684, "score_p90": 1.1277297735214233, "fraction_gt1": 0.16808606006275212, "n_inside": 794, "n_interface": 712, "n_outside": 725, "selected_inside_frac": 0.2878787878787879, "selected_interface_frac": 0.3181818181818182, "selected_outside_frac": 0.3939393939393939, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666667, "step": 10, "n_elem": 2231, "target_elements": 8000, "gap": 5769, "cutoff_score": 1.2756259441375732, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.817032814025879, "score_mean": 2.3529358017526647e-08, "score_p50": -0.21821677684783936, "score_p90": 1.224172592163086, "fraction_gt1": 0.15612952968388588, "n_inside": 891, "n_interface": 838, "n_outside": 865, "selected_inside_frac": 0.16883116883116883, "selected_interface_frac": 0.03896103896103896, "selected_outside_frac": 0.7922077922077922, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2594, "target_elements": 8000, "gap": 5406, "cutoff_score": 1.4011672735214233, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9683948755264282, "score_mean": -1.8646177579739742e-07, "score_p50": -0.13061359524726868, "score_p90": 1.1652452945709229, "fraction_gt1": 0.1364562118126273, "n_inside": 958, "n_interface": 879, "n_outside": 1109, "selected_inside_frac": 0.10227272727272728, "selected_interface_frac": 0.3181818181818182, "selected_outside_frac": 0.5795454545454546, "selected_x_range": 0.96875, "selected_y_range": 0.9375, "step": 12, "n_elem": 2946, "target_elements": 8000, "gap": 5054, "cutoff_score": 1.2448699474334717, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9130806922912598, "score_mean": -2.196826329736723e-07, "score_p50": 0.005917191505432129, "score_p90": 1.2145695686340332, "fraction_gt1": 0.15296940611877624, "n_inside": 993, "n_interface": 1034, "n_outside": 1307, "selected_inside_frac": 0.18, "selected_interface_frac": 0.27, "selected_outside_frac": 0.55, "selected_x_range": 0.9375, "selected_y_range": 0.7291666666666666, "step": 13, "n_elem": 3334, "target_elements": 8000, "gap": 4666, "cutoff_score": 1.3465253114700317, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.833274006843567, "score_mean": -1.5952732468349495e-08, "score_p50": 0.08011705428361893, "score_p90": 1.272158145904541, "fraction_gt1": 0.165446941975954, "n_inside": 1087, "n_interface": 1180, "n_outside": 1559, "selected_inside_frac": 0.7456140350877193, "selected_interface_frac": 0.12280701754385964, "selected_outside_frac": 0.13157894736842105, "selected_x_range": 0.8541666666666666, "selected_y_range": 0.6666666666666667, "step": 14, "n_elem": 3826, "target_elements": 8000, "gap": 4174, "cutoff_score": 1.495326280593872, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8373723030090332, "score_mean": -8.412840202254301e-08, "score_p50": -0.23556041717529297, "score_p90": 1.1780091524124146, "fraction_gt1": 0.14311968757178958, "n_inside": 1420, "n_interface": 1275, "n_outside": 1658, "selected_inside_frac": 0.4846153846153846, "selected_interface_frac": 0.2923076923076923, "selected_outside_frac": 0.2230769230769231, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8541666666666667, "step": 15, "n_elem": 4353, "target_elements": 8000, "gap": 3647, "cutoff_score": 1.5969812870025635, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1497814655303955, "score_mean": -2.4282934774078058e-08, "score_p50": -0.2419554442167282, "score_p90": 1.1751708984375, "fraction_gt1": 0.13129102844638948, "n_inside": 1710, "n_interface": 1497, "n_outside": 1820, "selected_inside_frac": 0.56, "selected_interface_frac": 0.24666666666666667, "selected_outside_frac": 0.19333333333333333, "selected_x_range": 0.96875, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 5027, "target_elements": 8000, "gap": 2973, "cutoff_score": 1.6699209213256836, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2668662071228027, "score_mean": -2.133723420172373e-08, "score_p50": -0.13502752780914307, "score_p90": 1.1082181930541992, "fraction_gt1": 0.11746198217094914, "n_inside": 2057, "n_interface": 1686, "n_outside": 1978, "selected_inside_frac": 0.2573099415204678, "selected_interface_frac": 0.2046783625730994, "selected_outside_frac": 0.5380116959064327, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9322916666666667, "step": 17, "n_elem": 5721, "target_elements": 8000, "gap": 2279, "cutoff_score": 1.3773853778839111, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9871268272399902, "score_mean": -1.1163265867253358e-07, "score_p50": -0.01620277762413025, "score_p90": 1.0871573686599731, "fraction_gt1": 0.10928212162780064, "n_inside": 2244, "n_interface": 1921, "n_outside": 2396, "selected_inside_frac": 0.20918367346938777, "selected_interface_frac": 0.6785714285714286, "selected_outside_frac": 0.11224489795918367, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.890625, "step": 18, "n_elem": 6561, "target_elements": 8000, "gap": 1439, "cutoff_score": 1.316901445388794, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.092482805252075, "score_mean": -1.6250041312559915e-08, "score_p50": -0.19660887122154236, "score_p90": 0.9748800992965698, "fraction_gt1": 0.08306709265175719, "n_inside": 2431, "n_interface": 2516, "n_outside": 2565, "selected_inside_frac": 0.6358024691358025, "selected_interface_frac": 0.10493827160493827, "selected_outside_frac": 0.25925925925925924, "selected_x_range": 0.9375, "selected_y_range": 0.796875, "step": 19, "n_elem": 7512, "target_elements": 8000, "gap": 488, "cutoff_score": 1.4798319339752197, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 33, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.30383171467763914, "max_err": 0.36447642563221994, "actual_elements": 2082, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.510020911693573, "score_mean": 0.24377398192882538, "score_p50": 0.20230431854724884, "score_p90": 0.510020911693573, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 302, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.375, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.510020911693573, "num_tied_at_cutoff": 69, "score_decreased": null }, { "score_max": 0.510020911693573, "score_mean": 0.22308090329170227, "score_p50": 0.20230431854724884, "score_p90": 0.3606392443180084, "fraction_gt1": 0.0, "n_inside": 143, "n_interface": 352, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 636, "target_elements": 2000, "gap": 1364, "cutoff_score": 0.510020911693573, "num_tied_at_cutoff": 32, "score_decreased": true }, { "score_max": 0.510020911693573, "score_mean": 0.21583054959774017, "score_p50": 0.20230431854724884, "score_p90": 0.2550104558467865, "fraction_gt1": 0.0, "n_inside": 234, "n_interface": 355, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.35416666666666663, "step": 2, "n_elem": 730, "target_elements": 2000, "gap": 1270, "cutoff_score": 0.3606392443180084, "num_tied_at_cutoff": 36, "score_decreased": true }, { "score_max": 0.3606392443180084, "score_mean": 0.20047885179519653, "score_p50": 0.20230431854724884, "score_p90": 0.2550104558467865, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 380, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.375, "step": 3, "n_elem": 850, "target_elements": 2000, "gap": 1150, "cutoff_score": 0.2550104558467865, "num_tied_at_cutoff": 189, "score_decreased": true }, { "score_max": 0.2550104558467865, "score_mean": 0.1770298331975937, "score_p50": 0.20230431854724884, "score_p90": 0.2550104558467865, "fraction_gt1": 0.0, "n_inside": 440, "n_interface": 467, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.38541666666666674, "step": 4, "n_elem": 1048, "target_elements": 2000, "gap": 952, "cutoff_score": 0.2550104558467865, "num_tied_at_cutoff": 143, "score_decreased": true }, { "score_max": 0.2550104558467865, "score_mean": 0.16092346608638763, "score_p50": 0.1803196221590042, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 596, "n_interface": 513, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.26041666666666674, "step": 5, "n_elem": 1250, "target_elements": 2000, "gap": 750, "cutoff_score": 0.2550104558467865, "num_tied_at_cutoff": 88, "score_decreased": true }, { "score_max": 0.2550104558467865, "score_mean": 0.15102657675743103, "score_p50": 0.12750522792339325, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 784, "n_interface": 513, "n_outside": 141, "selected_inside_frac": 0.5581395348837209, "selected_interface_frac": 0.4418604651162791, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1438, "target_elements": 2000, "gap": 562, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 388, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.14162909984588623, "score_p50": 0.12750522792339325, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 621, "n_outside": 141, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.6458333333333333, "step": 7, "n_elem": 1640, "target_elements": 2000, "gap": 360, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 350, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.13282273709774017, "score_p50": 0.12750522792339325, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 844, "n_outside": 141, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1863, "target_elements": 2000, "gap": 137, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 270, "score_decreased": true } ], "sample_id": 39, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.2898617012153, "max_err": 0.3429854948052597, "actual_elements": 2092, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9813864827156067, "score_mean": 0.15930914878845215, "score_p50": 1.545253092150034e-10, "score_p90": 0.8991144895553589, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 302, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.27083333333333326, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9588203430175781, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9740841388702393, "score_mean": 0.13281477987766266, "score_p50": 1.3663457032464521e-09, "score_p90": 0.6914096474647522, "fraction_gt1": 0.0, "n_inside": 139, "n_interface": 312, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 0.9520611763000488, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9728057384490967, "score_mean": 0.14691010117530823, "score_p50": 7.541430022683926e-07, "score_p90": 0.6346898674964905, "fraction_gt1": 0.0, "n_inside": 217, "n_interface": 320, "n_outside": 141, "selected_inside_frac": 0.3, "selected_interface_frac": 0.7, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.45833333333333326, "step": 2, "n_elem": 678, "target_elements": 2000, "gap": 1322, "cutoff_score": 0.9269213676452637, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9551114439964294, "score_mean": 0.1851392537355423, "score_p50": 0.0005208502989262342, "score_p90": 0.7970234155654907, "fraction_gt1": 0.0, "n_inside": 245, "n_interface": 389, "n_outside": 141, "selected_inside_frac": 0.8695652173913043, "selected_interface_frac": 0.13043478260869565, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.4270833333333333, "step": 3, "n_elem": 775, "target_elements": 2000, "gap": 1225, "cutoff_score": 0.9167637228965759, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9797967076301575, "score_mean": 0.22379392385482788, "score_p50": 0.00031505763763561845, "score_p90": 0.9020547866821289, "fraction_gt1": 0.0, "n_inside": 373, "n_interface": 413, "n_outside": 141, "selected_inside_frac": 0.8148148148148148, "selected_interface_frac": 0.18518518518518517, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.44791666666666663, "step": 4, "n_elem": 927, "target_elements": 2000, "gap": 1073, "cutoff_score": 0.9549024701118469, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9819802045822144, "score_mean": 0.20638974010944366, "score_p50": 0.001940564950928092, "score_p90": 0.8885054588317871, "fraction_gt1": 0.0, "n_inside": 505, "n_interface": 449, "n_outside": 141, "selected_inside_frac": 0.53125, "selected_interface_frac": 0.46875, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.4895833333333333, "step": 5, "n_elem": 1095, "target_elements": 2000, "gap": 905, "cutoff_score": 0.9585740566253662, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9830884337425232, "score_mean": 0.1939728856086731, "score_p50": 0.004024914465844631, "score_p90": 0.8518239259719849, "fraction_gt1": 0.0, "n_inside": 605, "n_interface": 539, "n_outside": 141, "selected_inside_frac": 0.6578947368421053, "selected_interface_frac": 0.34210526315789475, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.5416666666666667, "step": 6, "n_elem": 1285, "target_elements": 2000, "gap": 715, "cutoff_score": 0.9376363754272461, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9790164232254028, "score_mean": 0.17897933721542358, "score_p50": 0.005940896458923817, "score_p90": 0.7888015508651733, "fraction_gt1": 0.0, "n_inside": 744, "n_interface": 625, "n_outside": 141, "selected_inside_frac": 0.7777777777777778, "selected_interface_frac": 0.2222222222222222, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.5208333333333334, "step": 7, "n_elem": 1510, "target_elements": 2000, "gap": 490, "cutoff_score": 0.9300211071968079, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9829006791114807, "score_mean": 0.18659666180610657, "score_p50": 0.009687351994216442, "score_p90": 0.7801012992858887, "fraction_gt1": 0.0, "n_inside": 949, "n_interface": 700, "n_outside": 141, "selected_inside_frac": 0.5660377358490566, "selected_interface_frac": 0.4339622641509434, "selected_outside_frac": 0.0, "selected_x_range": 0.53125, "selected_y_range": 0.5416666666666667, "step": 8, "n_elem": 1790, "target_elements": 2000, "gap": 210, "cutoff_score": 0.9295120239257812, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 39, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.29387724177276586, "max_err": 0.35098830233911216, "actual_elements": 2006, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 2.506181001663208, "score_mean": -2.2351741790771484e-07, "score_p50": -0.4374856948852539, "score_p90": 2.382157564163208, "fraction_gt1": 0.134765625, "n_inside": 69, "n_interface": 302, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.27083333333333326, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 2.472162961959839, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.1787478923797607, "score_mean": -1.739811210654807e-07, "score_p50": -0.4183363616466522, "score_p90": 1.119400978088379, "fraction_gt1": 0.11655405405405406, "n_inside": 139, "n_interface": 312, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 3.1402926445007324, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 4.257358551025391, "score_mean": -1.2378073677155044e-07, "score_p50": -0.47729766368865967, "score_p90": 1.1451702117919922, "fraction_gt1": 0.12536873156342182, "n_inside": 217, "n_interface": 320, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.32291666666666663, "step": 2, "n_elem": 678, "target_elements": 2000, "gap": 1322, "cutoff_score": 2.314527988433838, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.9684715270996094, "score_mean": -1.9217617719391455e-08, "score_p50": -0.365927517414093, "score_p90": 1.3225512504577637, "fraction_gt1": 0.15994962216624686, "n_inside": 299, "n_interface": 354, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.375, "step": 3, "n_elem": 794, "target_elements": 2000, "gap": 1206, "cutoff_score": 1.702078104019165, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.7883878946304321, "score_mean": -1.4830357031314634e-07, "score_p50": -0.17979241907596588, "score_p90": 1.5806589126586914, "fraction_gt1": 0.1717062634989201, "n_inside": 413, "n_interface": 372, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 4, "n_elem": 926, "target_elements": 2000, "gap": 1074, "cutoff_score": 1.7468284368515015, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0601136684417725, "score_mean": -1.682954717807661e-07, "score_p50": 0.0037664473056793213, "score_p90": 1.3119899034500122, "fraction_gt1": 0.125, "n_inside": 563, "n_interface": 384, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.375, "step": 5, "n_elem": 1088, "target_elements": 2000, "gap": 912, "cutoff_score": 1.9481639862060547, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2243943214416504, "score_mean": -1.8984496819030028e-07, "score_p50": 0.12841060757637024, "score_p90": 1.211281180381775, "fraction_gt1": 0.11586314152410575, "n_inside": 722, "n_interface": 423, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.375, "step": 6, "n_elem": 1286, "target_elements": 2000, "gap": 714, "cutoff_score": 1.7146155834197998, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8879616260528564, "score_mean": 8.23686292505954e-08, "score_p50": -0.07061918079853058, "score_p90": 1.1504757404327393, "fraction_gt1": 0.11538461538461539, "n_inside": 875, "n_interface": 466, "n_outside": 141, "selected_inside_frac": 0.25, "selected_interface_frac": 0.75, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5833333333333333, "step": 7, "n_elem": 1482, "target_elements": 2000, "gap": 518, "cutoff_score": 1.5776201486587524, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.717158555984497, "score_mean": 1.0608659550825905e-07, "score_p50": -0.23954835534095764, "score_p90": 0.7669773101806641, "fraction_gt1": 0.07068366164542295, "n_inside": 954, "n_interface": 631, "n_outside": 141, "selected_inside_frac": 0.9803921568627451, "selected_interface_frac": 0.0196078431372549, "selected_outside_frac": 0.0, "selected_x_range": 0.328125, "selected_y_range": 0.4739583333333333, "step": 8, "n_elem": 1726, "target_elements": 2000, "gap": 274, "cutoff_score": 1.5749552249908447, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8140877485275269, "score_mean": 3.054812580671751e-08, "score_p50": -0.22163057327270508, "score_p90": 0.9388144612312317, "fraction_gt1": 0.07307307307307308, "n_inside": 1172, "n_interface": 685, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.0, "selected_y_range": 0.0, "step": 9, "n_elem": 1998, "target_elements": 2000, "gap": 2, "cutoff_score": 1.8140877485275269, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 39, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.2891641687248131, "max_err": 0.3446403211225921, "actual_elements": 4206, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.510020911693573, "score_mean": 0.24377398192882538, "score_p50": 0.20230431854724884, "score_p90": 0.510020911693573, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 302, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.375, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.510020911693573, "num_tied_at_cutoff": 69, "score_decreased": null }, { "score_max": 0.510020911693573, "score_mean": 0.22308090329170227, "score_p50": 0.20230431854724884, "score_p90": 0.3606392443180084, "fraction_gt1": 0.0, "n_inside": 143, "n_interface": 352, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 636, "target_elements": 4000, "gap": 3364, "cutoff_score": 0.510020911693573, "num_tied_at_cutoff": 32, "score_decreased": true }, { "score_max": 0.510020911693573, "score_mean": 0.21583054959774017, "score_p50": 0.20230431854724884, "score_p90": 0.2550104558467865, "fraction_gt1": 0.0, "n_inside": 234, "n_interface": 355, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.35416666666666663, "step": 2, "n_elem": 730, "target_elements": 4000, "gap": 3270, "cutoff_score": 0.3606392443180084, "num_tied_at_cutoff": 36, "score_decreased": true }, { "score_max": 0.3606392443180084, "score_mean": 0.20047885179519653, "score_p50": 0.20230431854724884, "score_p90": 0.2550104558467865, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 380, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.375, "step": 3, "n_elem": 850, "target_elements": 4000, "gap": 3150, "cutoff_score": 0.2550104558467865, "num_tied_at_cutoff": 189, "score_decreased": true }, { "score_max": 0.2550104558467865, "score_mean": 0.1770298331975937, "score_p50": 0.20230431854724884, "score_p90": 0.2550104558467865, "fraction_gt1": 0.0, "n_inside": 440, "n_interface": 467, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.38541666666666674, "step": 4, "n_elem": 1048, "target_elements": 4000, "gap": 2952, "cutoff_score": 0.2550104558467865, "num_tied_at_cutoff": 143, "score_decreased": true }, { "score_max": 0.2550104558467865, "score_mean": 0.16092346608638763, "score_p50": 0.1803196221590042, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 596, "n_interface": 513, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.26041666666666674, "step": 5, "n_elem": 1250, "target_elements": 4000, "gap": 2750, "cutoff_score": 0.2550104558467865, "num_tied_at_cutoff": 88, "score_decreased": true }, { "score_max": 0.2550104558467865, "score_mean": 0.15102657675743103, "score_p50": 0.12750522792339325, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 784, "n_interface": 513, "n_outside": 141, "selected_inside_frac": 0.5581395348837209, "selected_interface_frac": 0.4418604651162791, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1438, "target_elements": 4000, "gap": 2562, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 388, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.14162909984588623, "score_p50": 0.12750522792339325, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 621, "n_outside": 141, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.6458333333333333, "step": 7, "n_elem": 1640, "target_elements": 4000, "gap": 2360, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 350, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.13282273709774017, "score_p50": 0.12750522792339325, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 844, "n_outside": 141, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1863, "target_elements": 4000, "gap": 2137, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 270, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.12505453824996948, "score_p50": 0.12750522792339325, "score_p90": 0.1803196221590042, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 1099, "n_outside": 141, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5555555555555556, "selected_outside_frac": 0.4444444444444444, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.8958333333333333, "step": 9, "n_elem": 2118, "target_elements": 4000, "gap": 1882, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 176, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.11821041256189346, "score_p50": 0.10115215927362442, "score_p90": 0.1803196221590042, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 1235, "n_outside": 295, "selected_inside_frac": 0.027777777777777776, "selected_interface_frac": 0.0, "selected_outside_frac": 0.9722222222222222, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2408, "target_elements": 4000, "gap": 1592, "cutoff_score": 0.1803196221590042, "num_tied_at_cutoff": 217, "score_decreased": true }, { "score_max": 0.1803196221590042, "score_mean": 0.11304616183042526, "score_p50": 0.10115215927362442, "score_p90": 0.14305074512958527, "fraction_gt1": 0.0, "n_inside": 885, "n_interface": 1250, "n_outside": 528, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.36979166666666663, "step": 11, "n_elem": 2663, "target_elements": 4000, "gap": 1337, "cutoff_score": 0.1803196221590042, "num_tied_at_cutoff": 212, "score_decreased": true }, { "score_max": 0.1803196221590042, "score_mean": 0.10579689592123032, "score_p50": 0.10115215927362442, "score_p90": 0.12750522792339325, "fraction_gt1": 0.0, "n_inside": 1224, "n_interface": 1297, "n_outside": 528, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.28125, "step": 12, "n_elem": 3049, "target_elements": 4000, "gap": 951, "cutoff_score": 0.1803196221590042, "num_tied_at_cutoff": 112, "score_decreased": true }, { "score_max": 0.1803196221590042, "score_mean": 0.10072864592075348, "score_p50": 0.10115215927362442, "score_p90": 0.12750522792339325, "fraction_gt1": 0.0, "n_inside": 1594, "n_interface": 1297, "n_outside": 528, "selected_inside_frac": 0.0784313725490196, "selected_interface_frac": 0.6470588235294118, "selected_outside_frac": 0.27450980392156865, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3419, "target_elements": 4000, "gap": 581, "cutoff_score": 0.14305074512958527, "num_tied_at_cutoff": 101, "score_decreased": true }, { "score_max": 0.12750522792339325, "score_mean": 0.09396681189537048, "score_p50": 0.0901598110795021, "score_p90": 0.12750522792339325, "fraction_gt1": 0.0, "n_inside": 1632, "n_interface": 1617, "n_outside": 659, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.39583333333333326, "step": 14, "n_elem": 3908, "target_elements": 4000, "gap": 92, "cutoff_score": 0.12750522792339325, "num_tied_at_cutoff": 551, "score_decreased": true } ], "sample_id": 39, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.29040481783474764, "max_err": 0.3460140289314123, "actual_elements": 4074, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9813864827156067, "score_mean": 0.15930914878845215, "score_p50": 1.545253092150034e-10, "score_p90": 0.8991144895553589, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 302, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.27083333333333326, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9588203430175781, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9740841388702393, "score_mean": 0.13281477987766266, "score_p50": 1.3663457032464521e-09, "score_p90": 0.6914096474647522, "fraction_gt1": 0.0, "n_inside": 139, "n_interface": 312, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 0.9520611763000488, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9728057384490967, "score_mean": 0.14691010117530823, "score_p50": 7.541430022683926e-07, "score_p90": 0.6346898674964905, "fraction_gt1": 0.0, "n_inside": 217, "n_interface": 320, "n_outside": 141, "selected_inside_frac": 0.3, "selected_interface_frac": 0.7, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.45833333333333326, "step": 2, "n_elem": 678, "target_elements": 4000, "gap": 3322, "cutoff_score": 0.9269213676452637, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9551114439964294, "score_mean": 0.1851392537355423, "score_p50": 0.0005208502989262342, "score_p90": 0.7970234155654907, "fraction_gt1": 0.0, "n_inside": 245, "n_interface": 389, "n_outside": 141, "selected_inside_frac": 0.8695652173913043, "selected_interface_frac": 0.13043478260869565, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.4270833333333333, "step": 3, "n_elem": 775, "target_elements": 4000, "gap": 3225, "cutoff_score": 0.9167637228965759, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9797967076301575, "score_mean": 0.22379392385482788, "score_p50": 0.00031505763763561845, "score_p90": 0.9020547866821289, "fraction_gt1": 0.0, "n_inside": 373, "n_interface": 413, "n_outside": 141, "selected_inside_frac": 0.8148148148148148, "selected_interface_frac": 0.18518518518518517, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.44791666666666663, "step": 4, "n_elem": 927, "target_elements": 4000, "gap": 3073, "cutoff_score": 0.9549024701118469, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9819802045822144, "score_mean": 0.20638974010944366, "score_p50": 0.001940564950928092, "score_p90": 0.8885054588317871, "fraction_gt1": 0.0, "n_inside": 505, "n_interface": 449, "n_outside": 141, "selected_inside_frac": 0.53125, "selected_interface_frac": 0.46875, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.4895833333333333, "step": 5, "n_elem": 1095, "target_elements": 4000, "gap": 2905, "cutoff_score": 0.9585740566253662, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9830884337425232, "score_mean": 0.1939728856086731, "score_p50": 0.004024914465844631, "score_p90": 0.8518239259719849, "fraction_gt1": 0.0, "n_inside": 605, "n_interface": 539, "n_outside": 141, "selected_inside_frac": 0.6578947368421053, "selected_interface_frac": 0.34210526315789475, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.5416666666666667, "step": 6, "n_elem": 1285, "target_elements": 4000, "gap": 2715, "cutoff_score": 0.9376363754272461, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9790164232254028, "score_mean": 0.17897933721542358, "score_p50": 0.005940896458923817, "score_p90": 0.7888015508651733, "fraction_gt1": 0.0, "n_inside": 744, "n_interface": 625, "n_outside": 141, "selected_inside_frac": 0.7777777777777778, "selected_interface_frac": 0.2222222222222222, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.5208333333333334, "step": 7, "n_elem": 1510, "target_elements": 4000, "gap": 2490, "cutoff_score": 0.9300211071968079, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9829006791114807, "score_mean": 0.18659666180610657, "score_p50": 0.009687351994216442, "score_p90": 0.7801012992858887, "fraction_gt1": 0.0, "n_inside": 949, "n_interface": 700, "n_outside": 141, "selected_inside_frac": 0.5660377358490566, "selected_interface_frac": 0.4339622641509434, "selected_outside_frac": 0.0, "selected_x_range": 0.53125, "selected_y_range": 0.5416666666666667, "step": 8, "n_elem": 1790, "target_elements": 4000, "gap": 2210, "cutoff_score": 0.9295120239257812, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9732649922370911, "score_mean": 0.17816850543022156, "score_p50": 0.00888141617178917, "score_p90": 0.7385180592536926, "fraction_gt1": 0.0, "n_inside": 1101, "n_interface": 850, "n_outside": 141, "selected_inside_frac": 0.8225806451612904, "selected_interface_frac": 0.1774193548387097, "selected_outside_frac": 0.0, "selected_x_range": 0.44791666666666674, "selected_y_range": 0.6041666666666667, "step": 9, "n_elem": 2092, "target_elements": 4000, "gap": 1908, "cutoff_score": 0.9279345273971558, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.971436619758606, "score_mean": 0.18884670734405518, "score_p50": 0.010110702365636826, "score_p90": 0.7561538219451904, "fraction_gt1": 0.0, "n_inside": 1361, "n_interface": 923, "n_outside": 141, "selected_inside_frac": 0.8194444444444444, "selected_interface_frac": 0.18055555555555555, "selected_outside_frac": 0.0, "selected_x_range": 0.47916666666666674, "selected_y_range": 0.5208333333333334, "step": 10, "n_elem": 2425, "target_elements": 4000, "gap": 1575, "cutoff_score": 0.9031500220298767, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.954097330570221, "score_mean": 0.18911272287368774, "score_p50": 0.012913583777844906, "score_p90": 0.7636531591415405, "fraction_gt1": 0.0, "n_inside": 1690, "n_interface": 998, "n_outside": 141, "selected_inside_frac": 0.5357142857142857, "selected_interface_frac": 0.4642857142857143, "selected_outside_frac": 0.0, "selected_x_range": 0.59375, "selected_y_range": 0.625, "step": 11, "n_elem": 2829, "target_elements": 4000, "gap": 1171, "cutoff_score": 0.8982312083244324, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9691141843795776, "score_mean": 0.18016324937343597, "score_p50": 0.010764725506305695, "score_p90": 0.756527304649353, "fraction_gt1": 0.0, "n_inside": 1956, "n_interface": 1221, "n_outside": 141, "selected_inside_frac": 0.6363636363636364, "selected_interface_frac": 0.36363636363636365, "selected_outside_frac": 0.0, "selected_x_range": 0.578125, "selected_y_range": 0.6875, "step": 12, "n_elem": 3318, "target_elements": 4000, "gap": 682, "cutoff_score": 0.9009184241294861, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.977833092212677, "score_mean": 0.1815817803144455, "score_p50": 0.008687226101756096, "score_p90": 0.7165800333023071, "fraction_gt1": 0.0, "n_inside": 2309, "n_interface": 1461, "n_outside": 141, "selected_inside_frac": 0.3103448275862069, "selected_interface_frac": 0.6896551724137931, "selected_outside_frac": 0.0, "selected_x_range": 0.2734375, "selected_y_range": 0.5677083333333334, "step": 13, "n_elem": 3911, "target_elements": 4000, "gap": 89, "cutoff_score": 0.9395272135734558, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 39, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.2892234375374329, "max_err": 0.34253788263659146, "actual_elements": 4188, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 2.506181001663208, "score_mean": -2.2351741790771484e-07, "score_p50": -0.4374856948852539, "score_p90": 2.382157564163208, "fraction_gt1": 0.134765625, "n_inside": 69, "n_interface": 302, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.27083333333333326, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 2.472162961959839, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.1787478923797607, "score_mean": -1.739811210654807e-07, "score_p50": -0.4183363616466522, "score_p90": 1.119400978088379, "fraction_gt1": 0.11655405405405406, "n_inside": 139, "n_interface": 312, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 3.1402926445007324, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 4.257358551025391, "score_mean": -1.2378073677155044e-07, "score_p50": -0.47729766368865967, "score_p90": 1.1451702117919922, "fraction_gt1": 0.12536873156342182, "n_inside": 217, "n_interface": 320, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.32291666666666663, "step": 2, "n_elem": 678, "target_elements": 4000, "gap": 3322, "cutoff_score": 2.314527988433838, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.9684715270996094, "score_mean": -1.9217617719391455e-08, "score_p50": -0.365927517414093, "score_p90": 1.3225512504577637, "fraction_gt1": 0.15994962216624686, "n_inside": 299, "n_interface": 354, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.375, "step": 3, "n_elem": 794, "target_elements": 4000, "gap": 3206, "cutoff_score": 1.702078104019165, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.7883878946304321, "score_mean": -1.4830357031314634e-07, "score_p50": -0.17979241907596588, "score_p90": 1.5806589126586914, "fraction_gt1": 0.1717062634989201, "n_inside": 413, "n_interface": 372, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 4, "n_elem": 926, "target_elements": 4000, "gap": 3074, "cutoff_score": 1.7468284368515015, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0601136684417725, "score_mean": -1.682954717807661e-07, "score_p50": 0.0037664473056793213, "score_p90": 1.3119899034500122, "fraction_gt1": 0.125, "n_inside": 563, "n_interface": 384, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.375, "step": 5, "n_elem": 1088, "target_elements": 4000, "gap": 2912, "cutoff_score": 1.9481639862060547, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2243943214416504, "score_mean": -1.8984496819030028e-07, "score_p50": 0.12841060757637024, "score_p90": 1.211281180381775, "fraction_gt1": 0.11586314152410575, "n_inside": 722, "n_interface": 423, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.375, "step": 6, "n_elem": 1286, "target_elements": 4000, "gap": 2714, "cutoff_score": 1.7146155834197998, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8879616260528564, "score_mean": 8.23686292505954e-08, "score_p50": -0.07061918079853058, "score_p90": 1.1504757404327393, "fraction_gt1": 0.11538461538461539, "n_inside": 875, "n_interface": 466, "n_outside": 141, "selected_inside_frac": 0.25, "selected_interface_frac": 0.75, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5833333333333333, "step": 7, "n_elem": 1482, "target_elements": 4000, "gap": 2518, "cutoff_score": 1.5776201486587524, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.717158555984497, "score_mean": 1.0608659550825905e-07, "score_p50": -0.23954835534095764, "score_p90": 0.7669773101806641, "fraction_gt1": 0.07068366164542295, "n_inside": 954, "n_interface": 631, "n_outside": 141, "selected_inside_frac": 0.9803921568627451, "selected_interface_frac": 0.0196078431372549, "selected_outside_frac": 0.0, "selected_x_range": 0.328125, "selected_y_range": 0.4739583333333333, "step": 8, "n_elem": 1726, "target_elements": 4000, "gap": 2274, "cutoff_score": 1.5749552249908447, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8140877485275269, "score_mean": 3.054812580671751e-08, "score_p50": -0.22163057327270508, "score_p90": 0.9388144612312317, "fraction_gt1": 0.07307307307307308, "n_inside": 1172, "n_interface": 685, "n_outside": 141, "selected_inside_frac": 0.7288135593220338, "selected_interface_frac": 0.2711864406779661, "selected_outside_frac": 0.0, "selected_x_range": 0.43229166666666674, "selected_y_range": 0.6354166666666667, "step": 9, "n_elem": 1998, "target_elements": 4000, "gap": 2002, "cutoff_score": 1.2373920679092407, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.895945429801941, "score_mean": -5.286717907893035e-08, "score_p50": -0.15709896385669708, "score_p90": 1.0141648054122925, "fraction_gt1": 0.10524036379385016, "n_inside": 1391, "n_interface": 777, "n_outside": 141, "selected_inside_frac": 0.927536231884058, "selected_interface_frac": 0.07246376811594203, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5625, "step": 10, "n_elem": 2309, "target_elements": 4000, "gap": 1691, "cutoff_score": 1.2756150960922241, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9989159107208252, "score_mean": 2.2833953394751916e-08, "score_p50": -0.35405856370925903, "score_p90": 1.0268917083740234, "fraction_gt1": 0.10549943883277217, "n_inside": 1714, "n_interface": 818, "n_outside": 141, "selected_inside_frac": 0.825, "selected_interface_frac": 0.175, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.625, "step": 11, "n_elem": 2673, "target_elements": 4000, "gap": 1327, "cutoff_score": 1.3504923582077026, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.200002908706665, "score_mean": 1.9370091308701376e-08, "score_p50": -0.2756069600582123, "score_p90": 1.1355462074279785, "fraction_gt1": 0.16915264995239607, "n_inside": 2074, "n_interface": 936, "n_outside": 141, "selected_inside_frac": 0.7553191489361702, "selected_interface_frac": 0.24468085106382978, "selected_outside_frac": 0.0, "selected_x_range": 0.71875, "selected_y_range": 0.71875, "step": 12, "n_elem": 3151, "target_elements": 4000, "gap": 849, "cutoff_score": 1.3586466312408447, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0335183143615723, "score_mean": -1.3272118337681604e-07, "score_p50": -0.25736892223358154, "score_p90": 1.21140456199646, "fraction_gt1": 0.15275890187550964, "n_inside": 2429, "n_interface": 1109, "n_outside": 141, "selected_inside_frac": 0.21495327102803738, "selected_interface_frac": 0.32710280373831774, "selected_outside_frac": 0.45794392523364486, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8958333333333333, "step": 13, "n_elem": 3679, "target_elements": 4000, "gap": 321, "cutoff_score": 1.473191738128662, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 39, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.28612475463386045, "max_err": 0.3415978877642905, "actual_elements": 8073, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.510020911693573, "score_mean": 0.24377398192882538, "score_p50": 0.20230431854724884, "score_p90": 0.510020911693573, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 302, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.375, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.510020911693573, "num_tied_at_cutoff": 69, "score_decreased": null }, { "score_max": 0.510020911693573, "score_mean": 0.22308090329170227, "score_p50": 0.20230431854724884, "score_p90": 0.3606392443180084, "fraction_gt1": 0.0, "n_inside": 143, "n_interface": 352, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 636, "target_elements": 8000, "gap": 7364, "cutoff_score": 0.510020911693573, "num_tied_at_cutoff": 32, "score_decreased": true }, { "score_max": 0.510020911693573, "score_mean": 0.21583054959774017, "score_p50": 0.20230431854724884, "score_p90": 0.2550104558467865, "fraction_gt1": 0.0, "n_inside": 234, "n_interface": 355, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.35416666666666663, "step": 2, "n_elem": 730, "target_elements": 8000, "gap": 7270, "cutoff_score": 0.3606392443180084, "num_tied_at_cutoff": 36, "score_decreased": true }, { "score_max": 0.3606392443180084, "score_mean": 0.20047885179519653, "score_p50": 0.20230431854724884, "score_p90": 0.2550104558467865, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 380, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.375, "step": 3, "n_elem": 850, "target_elements": 8000, "gap": 7150, "cutoff_score": 0.2550104558467865, "num_tied_at_cutoff": 189, "score_decreased": true }, { "score_max": 0.2550104558467865, "score_mean": 0.1770298331975937, "score_p50": 0.20230431854724884, "score_p90": 0.2550104558467865, "fraction_gt1": 0.0, "n_inside": 440, "n_interface": 467, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.38541666666666674, "step": 4, "n_elem": 1048, "target_elements": 8000, "gap": 6952, "cutoff_score": 0.2550104558467865, "num_tied_at_cutoff": 143, "score_decreased": true }, { "score_max": 0.2550104558467865, "score_mean": 0.16092346608638763, "score_p50": 0.1803196221590042, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 596, "n_interface": 513, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.26041666666666674, "step": 5, "n_elem": 1250, "target_elements": 8000, "gap": 6750, "cutoff_score": 0.2550104558467865, "num_tied_at_cutoff": 88, "score_decreased": true }, { "score_max": 0.2550104558467865, "score_mean": 0.15102657675743103, "score_p50": 0.12750522792339325, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 784, "n_interface": 513, "n_outside": 141, "selected_inside_frac": 0.5581395348837209, "selected_interface_frac": 0.4418604651162791, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1438, "target_elements": 8000, "gap": 6562, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 388, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.14162909984588623, "score_p50": 0.12750522792339325, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 621, "n_outside": 141, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.6458333333333333, "step": 7, "n_elem": 1640, "target_elements": 8000, "gap": 6360, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 350, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.13282273709774017, "score_p50": 0.12750522792339325, "score_p90": 0.20230431854724884, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 844, "n_outside": 141, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1863, "target_elements": 8000, "gap": 6137, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 270, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.12505453824996948, "score_p50": 0.12750522792339325, "score_p90": 0.1803196221590042, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 1099, "n_outside": 141, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5555555555555556, "selected_outside_frac": 0.4444444444444444, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.8958333333333333, "step": 9, "n_elem": 2118, "target_elements": 8000, "gap": 5882, "cutoff_score": 0.20230431854724884, "num_tied_at_cutoff": 176, "score_decreased": true }, { "score_max": 0.20230431854724884, "score_mean": 0.11821041256189346, "score_p50": 0.10115215927362442, "score_p90": 0.1803196221590042, "fraction_gt1": 0.0, "n_inside": 878, "n_interface": 1235, "n_outside": 295, "selected_inside_frac": 0.027777777777777776, "selected_interface_frac": 0.0, "selected_outside_frac": 0.9722222222222222, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2408, "target_elements": 8000, "gap": 5592, "cutoff_score": 0.1803196221590042, "num_tied_at_cutoff": 217, "score_decreased": true }, { "score_max": 0.1803196221590042, "score_mean": 0.11304616183042526, "score_p50": 0.10115215927362442, "score_p90": 0.14305074512958527, "fraction_gt1": 0.0, "n_inside": 885, "n_interface": 1250, "n_outside": 528, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.36979166666666663, "step": 11, "n_elem": 2663, "target_elements": 8000, "gap": 5337, "cutoff_score": 0.1803196221590042, "num_tied_at_cutoff": 212, "score_decreased": true }, { "score_max": 0.1803196221590042, "score_mean": 0.10579689592123032, "score_p50": 0.10115215927362442, "score_p90": 0.12750522792339325, "fraction_gt1": 0.0, "n_inside": 1224, "n_interface": 1297, "n_outside": 528, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.28125, "step": 12, "n_elem": 3049, "target_elements": 8000, "gap": 4951, "cutoff_score": 0.1803196221590042, "num_tied_at_cutoff": 112, "score_decreased": true }, { "score_max": 0.1803196221590042, "score_mean": 0.10072864592075348, "score_p50": 0.10115215927362442, "score_p90": 0.12750522792339325, "fraction_gt1": 0.0, "n_inside": 1594, "n_interface": 1297, "n_outside": 528, "selected_inside_frac": 0.0784313725490196, "selected_interface_frac": 0.6470588235294118, "selected_outside_frac": 0.27450980392156865, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3419, "target_elements": 8000, "gap": 4581, "cutoff_score": 0.14305074512958527, "num_tied_at_cutoff": 101, "score_decreased": true }, { "score_max": 0.12750522792339325, "score_mean": 0.09396681189537048, "score_p50": 0.0901598110795021, "score_p90": 0.12750522792339325, "fraction_gt1": 0.0, "n_inside": 1632, "n_interface": 1617, "n_outside": 659, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.40625, "selected_y_range": 0.39583333333333326, "step": 14, "n_elem": 3908, "target_elements": 8000, "gap": 4092, "cutoff_score": 0.12750522792339325, "num_tied_at_cutoff": 551, "score_decreased": true }, { "score_max": 0.12750522792339325, "score_mean": 0.08533204346895218, "score_p50": 0.0901598110795021, "score_p90": 0.10115215927362442, "fraction_gt1": 0.0, "n_inside": 2105, "n_interface": 1836, "n_outside": 659, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.31770833333333326, "selected_y_range": 0.30208333333333326, "step": 15, "n_elem": 4600, "target_elements": 8000, "gap": 3400, "cutoff_score": 0.12750522792339325, "num_tied_at_cutoff": 366, "score_decreased": true }, { "score_max": 0.12750522792339325, "score_mean": 0.08041469752788544, "score_p50": 0.0901598110795021, "score_p90": 0.10115215927362442, "fraction_gt1": 0.0, "n_inside": 2697, "n_interface": 1836, "n_outside": 659, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333326, "selected_y_range": 0.25520833333333326, "step": 16, "n_elem": 5192, "target_elements": 8000, "gap": 2808, "cutoff_score": 0.12750522792339325, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.12750522792339325, "score_mean": 0.07649390399456024, "score_p50": 0.07152537256479263, "score_p90": 0.10115215927362442, "fraction_gt1": 0.0, "n_inside": 3281, "n_interface": 1836, "n_outside": 659, "selected_inside_frac": 0.10404624277456648, "selected_interface_frac": 0.8959537572254336, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 17, "n_elem": 5776, "target_elements": 8000, "gap": 2224, "cutoff_score": 0.10115215927362442, "num_tied_at_cutoff": 1336, "score_decreased": true }, { "score_max": 0.10115215927362442, "score_mean": 0.07213346660137177, "score_p50": 0.06375261396169662, "score_p90": 0.10115215927362442, "fraction_gt1": 0.0, "n_inside": 3349, "n_interface": 2436, "n_outside": 659, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.6666666666666667, "step": 18, "n_elem": 6444, "target_elements": 8000, "gap": 1556, "cutoff_score": 0.10115215927362442, "num_tied_at_cutoff": 1140, "score_decreased": true }, { "score_max": 0.10115215927362442, "score_mean": 0.06839124113321304, "score_p50": 0.06375261396169662, "score_p90": 0.10115215927362442, "fraction_gt1": 0.0, "n_inside": 3349, "n_interface": 3129, "n_outside": 659, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.78125, "step": 19, "n_elem": 7137, "target_elements": 8000, "gap": 863, "cutoff_score": 0.10115215927362442, "num_tied_at_cutoff": 916, "score_decreased": true }, { "score_max": 0.10115215927362442, "score_mean": 0.06491309404373169, "score_p50": 0.06375261396169662, "score_p90": 0.0901598110795021, "fraction_gt1": 0.0, "n_inside": 3349, "n_interface": 3925, "n_outside": 659, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.71875, "step": 20, "n_elem": 7933, "target_elements": 8000, "gap": 67, "cutoff_score": 0.10115215927362442, "num_tied_at_cutoff": 650, "score_decreased": true } ], "sample_id": 39, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.28673858400118757, "max_err": 0.3400727511109129, "actual_elements": 8571, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9813864827156067, "score_mean": 0.15930914878845215, "score_p50": 1.545253092150034e-10, "score_p90": 0.8991144895553589, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 302, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.27083333333333326, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9588203430175781, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9740841388702393, "score_mean": 0.13281477987766266, "score_p50": 1.3663457032464521e-09, "score_p90": 0.6914096474647522, "fraction_gt1": 0.0, "n_inside": 139, "n_interface": 312, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 0.9520611763000488, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9728057384490967, "score_mean": 0.14691010117530823, "score_p50": 7.541430022683926e-07, "score_p90": 0.6346898674964905, "fraction_gt1": 0.0, "n_inside": 217, "n_interface": 320, "n_outside": 141, "selected_inside_frac": 0.3, "selected_interface_frac": 0.7, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.45833333333333326, "step": 2, "n_elem": 678, "target_elements": 8000, "gap": 7322, "cutoff_score": 0.9269213676452637, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9551114439964294, "score_mean": 0.1851392537355423, "score_p50": 0.0005208502989262342, "score_p90": 0.7970234155654907, "fraction_gt1": 0.0, "n_inside": 245, "n_interface": 389, "n_outside": 141, "selected_inside_frac": 0.8695652173913043, "selected_interface_frac": 0.13043478260869565, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666674, "selected_y_range": 0.4270833333333333, "step": 3, "n_elem": 775, "target_elements": 8000, "gap": 7225, "cutoff_score": 0.9167637228965759, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9797967076301575, "score_mean": 0.22379392385482788, "score_p50": 0.00031505763763561845, "score_p90": 0.9020547866821289, "fraction_gt1": 0.0, "n_inside": 373, "n_interface": 413, "n_outside": 141, "selected_inside_frac": 0.8148148148148148, "selected_interface_frac": 0.18518518518518517, "selected_outside_frac": 0.0, "selected_x_range": 0.34375, "selected_y_range": 0.44791666666666663, "step": 4, "n_elem": 927, "target_elements": 8000, "gap": 7073, "cutoff_score": 0.9549024701118469, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9819802045822144, "score_mean": 0.20638974010944366, "score_p50": 0.001940564950928092, "score_p90": 0.8885054588317871, "fraction_gt1": 0.0, "n_inside": 505, "n_interface": 449, "n_outside": 141, "selected_inside_frac": 0.53125, "selected_interface_frac": 0.46875, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.4895833333333333, "step": 5, "n_elem": 1095, "target_elements": 8000, "gap": 6905, "cutoff_score": 0.9585740566253662, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9830884337425232, "score_mean": 0.1939728856086731, "score_p50": 0.004024914465844631, "score_p90": 0.8518239259719849, "fraction_gt1": 0.0, "n_inside": 605, "n_interface": 539, "n_outside": 141, "selected_inside_frac": 0.6578947368421053, "selected_interface_frac": 0.34210526315789475, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.5416666666666667, "step": 6, "n_elem": 1285, "target_elements": 8000, "gap": 6715, "cutoff_score": 0.9376363754272461, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9790164232254028, "score_mean": 0.17897933721542358, "score_p50": 0.005940896458923817, "score_p90": 0.7888015508651733, "fraction_gt1": 0.0, "n_inside": 744, "n_interface": 625, "n_outside": 141, "selected_inside_frac": 0.7777777777777778, "selected_interface_frac": 0.2222222222222222, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.5208333333333334, "step": 7, "n_elem": 1510, "target_elements": 8000, "gap": 6490, "cutoff_score": 0.9300211071968079, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9829006791114807, "score_mean": 0.18659666180610657, "score_p50": 0.009687351994216442, "score_p90": 0.7801012992858887, "fraction_gt1": 0.0, "n_inside": 949, "n_interface": 700, "n_outside": 141, "selected_inside_frac": 0.5660377358490566, "selected_interface_frac": 0.4339622641509434, "selected_outside_frac": 0.0, "selected_x_range": 0.53125, "selected_y_range": 0.5416666666666667, "step": 8, "n_elem": 1790, "target_elements": 8000, "gap": 6210, "cutoff_score": 0.9295120239257812, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9732649922370911, "score_mean": 0.17816850543022156, "score_p50": 0.00888141617178917, "score_p90": 0.7385180592536926, "fraction_gt1": 0.0, "n_inside": 1101, "n_interface": 850, "n_outside": 141, "selected_inside_frac": 0.8225806451612904, "selected_interface_frac": 0.1774193548387097, "selected_outside_frac": 0.0, "selected_x_range": 0.44791666666666674, "selected_y_range": 0.6041666666666667, "step": 9, "n_elem": 2092, "target_elements": 8000, "gap": 5908, "cutoff_score": 0.9279345273971558, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.971436619758606, "score_mean": 0.18884670734405518, "score_p50": 0.010110702365636826, "score_p90": 0.7561538219451904, "fraction_gt1": 0.0, "n_inside": 1361, "n_interface": 923, "n_outside": 141, "selected_inside_frac": 0.8194444444444444, "selected_interface_frac": 0.18055555555555555, "selected_outside_frac": 0.0, "selected_x_range": 0.47916666666666674, "selected_y_range": 0.5208333333333334, "step": 10, "n_elem": 2425, "target_elements": 8000, "gap": 5575, "cutoff_score": 0.9031500220298767, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.954097330570221, "score_mean": 0.18911272287368774, "score_p50": 0.012913583777844906, "score_p90": 0.7636531591415405, "fraction_gt1": 0.0, "n_inside": 1690, "n_interface": 998, "n_outside": 141, "selected_inside_frac": 0.5357142857142857, "selected_interface_frac": 0.4642857142857143, "selected_outside_frac": 0.0, "selected_x_range": 0.59375, "selected_y_range": 0.625, "step": 11, "n_elem": 2829, "target_elements": 8000, "gap": 5171, "cutoff_score": 0.8982312083244324, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9691141843795776, "score_mean": 0.18016324937343597, "score_p50": 0.010764725506305695, "score_p90": 0.756527304649353, "fraction_gt1": 0.0, "n_inside": 1956, "n_interface": 1221, "n_outside": 141, "selected_inside_frac": 0.6363636363636364, "selected_interface_frac": 0.36363636363636365, "selected_outside_frac": 0.0, "selected_x_range": 0.578125, "selected_y_range": 0.6875, "step": 12, "n_elem": 3318, "target_elements": 8000, "gap": 4682, "cutoff_score": 0.9009184241294861, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.977833092212677, "score_mean": 0.1815817803144455, "score_p50": 0.008687226101756096, "score_p90": 0.7165800333023071, "fraction_gt1": 0.0, "n_inside": 2309, "n_interface": 1461, "n_outside": 141, "selected_inside_frac": 0.5982905982905983, "selected_interface_frac": 0.4017094017094017, "selected_outside_frac": 0.0, "selected_x_range": 0.484375, "selected_y_range": 0.703125, "step": 13, "n_elem": 3911, "target_elements": 8000, "gap": 4089, "cutoff_score": 0.8956028819084167, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9722927212715149, "score_mean": 0.18220651149749756, "score_p50": 0.009529044851660728, "score_p90": 0.7579662799835205, "fraction_gt1": 0.0, "n_inside": 2727, "n_interface": 1698, "n_outside": 141, "selected_inside_frac": 0.6544117647058824, "selected_interface_frac": 0.34558823529411764, "selected_outside_frac": 0.0, "selected_x_range": 0.703125, "selected_y_range": 0.6614583333333333, "step": 14, "n_elem": 4566, "target_elements": 8000, "gap": 3434, "cutoff_score": 0.8879553079605103, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.978838324546814, "score_mean": 0.18245317041873932, "score_p50": 0.010374614037573338, "score_p90": 0.7572565674781799, "fraction_gt1": 0.0, "n_inside": 3235, "n_interface": 1978, "n_outside": 141, "selected_inside_frac": 0.6, "selected_interface_frac": 0.4, "selected_outside_frac": 0.0, "selected_x_range": 0.7864583333333333, "selected_y_range": 0.765625, "step": 15, "n_elem": 5354, "target_elements": 8000, "gap": 2646, "cutoff_score": 0.8860613107681274, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9780660271644592, "score_mean": 0.18388378620147705, "score_p50": 0.007408380042761564, "score_p90": 0.7787922024726868, "fraction_gt1": 0.0, "n_inside": 3812, "n_interface": 2343, "n_outside": 141, "selected_inside_frac": 0.6170212765957447, "selected_interface_frac": 0.3829787234042553, "selected_outside_frac": 0.0, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.7760416666666666, "step": 16, "n_elem": 6296, "target_elements": 8000, "gap": 1704, "cutoff_score": 0.8923419713973999, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.978179931640625, "score_mean": 0.18012721836566925, "score_p50": 0.006858390290290117, "score_p90": 0.7611779570579529, "fraction_gt1": 0.0, "n_inside": 4473, "n_interface": 2758, "n_outside": 146, "selected_inside_frac": 0.7729468599033816, "selected_interface_frac": 0.2222222222222222, "selected_outside_frac": 0.004830917874396135, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.8489583333333333, "step": 17, "n_elem": 7377, "target_elements": 8000, "gap": 623, "cutoff_score": 0.8992912173271179, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 39, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.28651631387340626, "max_err": 0.3400165698460132, "actual_elements": 8180, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 2.506181001663208, "score_mean": -2.2351741790771484e-07, "score_p50": -0.4374856948852539, "score_p90": 2.382157564163208, "fraction_gt1": 0.134765625, "n_inside": 69, "n_interface": 302, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.27083333333333326, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 2.472162961959839, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.1787478923797607, "score_mean": -1.739811210654807e-07, "score_p50": -0.4183363616466522, "score_p90": 1.119400978088379, "fraction_gt1": 0.11655405405405406, "n_inside": 139, "n_interface": 312, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 3.1402926445007324, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 4.257358551025391, "score_mean": -1.2378073677155044e-07, "score_p50": -0.47729766368865967, "score_p90": 1.1451702117919922, "fraction_gt1": 0.12536873156342182, "n_inside": 217, "n_interface": 320, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.32291666666666663, "step": 2, "n_elem": 678, "target_elements": 8000, "gap": 7322, "cutoff_score": 2.314527988433838, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.9684715270996094, "score_mean": -1.9217617719391455e-08, "score_p50": -0.365927517414093, "score_p90": 1.3225512504577637, "fraction_gt1": 0.15994962216624686, "n_inside": 299, "n_interface": 354, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.375, "step": 3, "n_elem": 794, "target_elements": 8000, "gap": 7206, "cutoff_score": 1.702078104019165, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.7883878946304321, "score_mean": -1.4830357031314634e-07, "score_p50": -0.17979241907596588, "score_p90": 1.5806589126586914, "fraction_gt1": 0.1717062634989201, "n_inside": 413, "n_interface": 372, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 4, "n_elem": 926, "target_elements": 8000, "gap": 7074, "cutoff_score": 1.7468284368515015, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0601136684417725, "score_mean": -1.682954717807661e-07, "score_p50": 0.0037664473056793213, "score_p90": 1.3119899034500122, "fraction_gt1": 0.125, "n_inside": 563, "n_interface": 384, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.375, "step": 5, "n_elem": 1088, "target_elements": 8000, "gap": 6912, "cutoff_score": 1.9481639862060547, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2243943214416504, "score_mean": -1.8984496819030028e-07, "score_p50": 0.12841060757637024, "score_p90": 1.211281180381775, "fraction_gt1": 0.11586314152410575, "n_inside": 722, "n_interface": 423, "n_outside": 141, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666674, "selected_y_range": 0.375, "step": 6, "n_elem": 1286, "target_elements": 8000, "gap": 6714, "cutoff_score": 1.7146155834197998, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8879616260528564, "score_mean": 8.23686292505954e-08, "score_p50": -0.07061918079853058, "score_p90": 1.1504757404327393, "fraction_gt1": 0.11538461538461539, "n_inside": 875, "n_interface": 466, "n_outside": 141, "selected_inside_frac": 0.25, "selected_interface_frac": 0.75, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5833333333333333, "step": 7, "n_elem": 1482, "target_elements": 8000, "gap": 6518, "cutoff_score": 1.5776201486587524, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.717158555984497, "score_mean": 1.0608659550825905e-07, "score_p50": -0.23954835534095764, "score_p90": 0.7669773101806641, "fraction_gt1": 0.07068366164542295, "n_inside": 954, "n_interface": 631, "n_outside": 141, "selected_inside_frac": 0.9803921568627451, "selected_interface_frac": 0.0196078431372549, "selected_outside_frac": 0.0, "selected_x_range": 0.328125, "selected_y_range": 0.4739583333333333, "step": 8, "n_elem": 1726, "target_elements": 8000, "gap": 6274, "cutoff_score": 1.5749552249908447, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8140877485275269, "score_mean": 3.054812580671751e-08, "score_p50": -0.22163057327270508, "score_p90": 0.9388144612312317, "fraction_gt1": 0.07307307307307308, "n_inside": 1172, "n_interface": 685, "n_outside": 141, "selected_inside_frac": 0.7288135593220338, "selected_interface_frac": 0.2711864406779661, "selected_outside_frac": 0.0, "selected_x_range": 0.43229166666666674, "selected_y_range": 0.6354166666666667, "step": 9, "n_elem": 1998, "target_elements": 8000, "gap": 6002, "cutoff_score": 1.2373920679092407, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.895945429801941, "score_mean": -5.286717907893035e-08, "score_p50": -0.15709896385669708, "score_p90": 1.0141648054122925, "fraction_gt1": 0.10524036379385016, "n_inside": 1391, "n_interface": 777, "n_outside": 141, "selected_inside_frac": 0.927536231884058, "selected_interface_frac": 0.07246376811594203, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5625, "step": 10, "n_elem": 2309, "target_elements": 8000, "gap": 5691, "cutoff_score": 1.2756150960922241, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9989159107208252, "score_mean": 2.2833953394751916e-08, "score_p50": -0.35405856370925903, "score_p90": 1.0268917083740234, "fraction_gt1": 0.10549943883277217, "n_inside": 1714, "n_interface": 818, "n_outside": 141, "selected_inside_frac": 0.825, "selected_interface_frac": 0.175, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.625, "step": 11, "n_elem": 2673, "target_elements": 8000, "gap": 5327, "cutoff_score": 1.3504923582077026, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.200002908706665, "score_mean": 1.9370091308701376e-08, "score_p50": -0.2756069600582123, "score_p90": 1.1355462074279785, "fraction_gt1": 0.16915264995239607, "n_inside": 2074, "n_interface": 936, "n_outside": 141, "selected_inside_frac": 0.7553191489361702, "selected_interface_frac": 0.24468085106382978, "selected_outside_frac": 0.0, "selected_x_range": 0.71875, "selected_y_range": 0.71875, "step": 12, "n_elem": 3151, "target_elements": 8000, "gap": 4849, "cutoff_score": 1.3586466312408447, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0335183143615723, "score_mean": -1.3272118337681604e-07, "score_p50": -0.25736892223358154, "score_p90": 1.21140456199646, "fraction_gt1": 0.15275890187550964, "n_inside": 2429, "n_interface": 1109, "n_outside": 141, "selected_inside_frac": 0.21818181818181817, "selected_interface_frac": 0.3181818181818182, "selected_outside_frac": 0.4636363636363636, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8958333333333333, "step": 13, "n_elem": 3679, "target_elements": 8000, "gap": 4321, "cutoff_score": 1.4712620973587036, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.060875177383423, "score_mean": -7.273016677800115e-08, "score_p50": -0.07235123217105865, "score_p90": 1.124563217163086, "fraction_gt1": 0.1303622497616778, "n_inside": 2590, "n_interface": 1269, "n_outside": 337, "selected_inside_frac": 0.208, "selected_interface_frac": 0.248, "selected_outside_frac": 0.544, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.890625, "step": 14, "n_elem": 4196, "target_elements": 8000, "gap": 3804, "cutoff_score": 1.5779080390930176, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.193061590194702, "score_mean": -1.6972343530596845e-07, "score_p50": 0.0560888946056366, "score_p90": 1.1033987998962402, "fraction_gt1": 0.15401069518716579, "n_inside": 2735, "n_interface": 1394, "n_outside": 546, "selected_inside_frac": 0.6714285714285714, "selected_interface_frac": 0.32857142857142857, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333334, "selected_y_range": 0.6458333333333334, "step": 15, "n_elem": 4675, "target_elements": 8000, "gap": 3325, "cutoff_score": 1.4423476457595825, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8063194751739502, "score_mean": -1.3230994966306753e-07, "score_p50": 0.08450604975223541, "score_p90": 1.1684356927871704, "fraction_gt1": 0.1360980207351555, "n_inside": 3104, "n_interface": 1655, "n_outside": 546, "selected_inside_frac": 0.3710691823899371, "selected_interface_frac": 0.6289308176100629, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.6041666666666667, "step": 16, "n_elem": 5305, "target_elements": 8000, "gap": 2695, "cutoff_score": 1.2358832359313965, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.5464836359024048, "score_mean": -1.3162856760118302e-07, "score_p50": 0.06207568943500519, "score_p90": 1.2134757041931152, "fraction_gt1": 0.11745189117451892, "n_inside": 3382, "n_interface": 2100, "n_outside": 546, "selected_inside_frac": 0.9777777777777777, "selected_interface_frac": 0.022222222222222223, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.5390625, "step": 17, "n_elem": 6028, "target_elements": 8000, "gap": 1972, "cutoff_score": 1.3679169416427612, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.7239474058151245, "score_mean": -8.933717055015222e-08, "score_p50": -0.22886624932289124, "score_p90": 0.9911494255065918, "fraction_gt1": 0.09997072599531616, "n_inside": 4156, "n_interface": 2130, "n_outside": 546, "selected_inside_frac": 0.9852941176470589, "selected_interface_frac": 0.004901960784313725, "selected_outside_frac": 0.00980392156862745, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.6536458333333334, "step": 18, "n_elem": 6832, "target_elements": 8000, "gap": 1168, "cutoff_score": 1.5330246686935425, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.093944787979126, "score_mean": 1.0922819626557612e-07, "score_p50": -0.2652749717235565, "score_p90": 1.0058183670043945, "fraction_gt1": 0.10060079253483319, "n_inside": 5035, "n_interface": 2232, "n_outside": 556, "selected_inside_frac": 0.5932203389830508, "selected_interface_frac": 0.3389830508474576, "selected_outside_frac": 0.06779661016949153, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.6041666666666667, "step": 19, "n_elem": 7823, "target_elements": 8000, "gap": 177, "cutoff_score": 1.7166601419448853, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 39, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.11353811030365916, "max_err": 0.2095941828337115, "actual_elements": 2020, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.7127212882041931, "score_mean": 0.32071077823638916, "score_p50": 0.306427001953125, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 18, "n_interface": 199, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000003, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.7127212882041931, "num_tied_at_cutoff": 18, "score_decreased": null }, { "score_max": 0.5039700269699097, "score_mean": 0.30268266797065735, "score_p50": 0.306427001953125, "score_p90": 0.35636064410209656, "fraction_gt1": 0.0, "n_inside": 67, "n_interface": 230, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000003, "selected_y_range": 0.18749999999999994, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 0.35636064410209656, "num_tied_at_cutoff": 65, "score_decreased": true }, { "score_max": 0.35636064410209656, "score_mean": 0.260710746049881, "score_p50": 0.306427001953125, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 307, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666666, "selected_y_range": 0.13541666666666663, "step": 2, "n_elem": 748, "target_elements": 2000, "gap": 1252, "cutoff_score": 0.35636064410209656, "num_tied_at_cutoff": 24, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.24431324005126953, "score_p50": 0.306427001953125, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 307, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.39583333333333326, "step": 3, "n_elem": 846, "target_elements": 2000, "gap": 1154, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 464, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.22366370260715485, "score_p50": 0.17818032205104828, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 453, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 992, "target_elements": 2000, "gap": 1008, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 408, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.2071027308702469, "score_p50": 0.17818032205104828, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 612, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.6875, "step": 5, "n_elem": 1151, "target_elements": 2000, "gap": 849, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 348, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.1928219497203827, "score_p50": 0.1532135009765625, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 776, "n_outside": 315, "selected_inside_frac": 0.0, "selected_interface_frac": 0.05, "selected_outside_frac": 0.95, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1335, "target_elements": 2000, "gap": 665, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 280, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.18033725023269653, "score_p50": 0.1532135009765625, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 804, "n_outside": 503, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.9375, "step": 7, "n_elem": 1551, "target_elements": 2000, "gap": 449, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 202, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.17012138664722443, "score_p50": 0.1532135009765625, "score_p90": 0.21667660772800446, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 804, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1787, "target_elements": 2000, "gap": 213, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 118, "score_decreased": true } ], "sample_id": 44, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.10216211675239562, "max_err": 0.1930445832862504, "actual_elements": 2029, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9939823746681213, "score_mean": 0.08061596751213074, "score_p50": 4.2814218659259495e-07, "score_p90": 0.09329056739807129, "fraction_gt1": 0.0, "n_inside": 18, "n_interface": 199, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333334, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9825787544250488, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9872072339057922, "score_mean": 0.12527936697006226, "score_p50": 4.497484951571096e-06, "score_p90": 0.7494838237762451, "fraction_gt1": 0.0, "n_inside": 66, "n_interface": 225, "n_outside": 295, "selected_inside_frac": 0.8235294117647058, "selected_interface_frac": 0.17647058823529413, "selected_outside_frac": 0.0, "selected_x_range": 0.11458333333333337, "selected_y_range": 0.15625000000000006, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 0.9506141543388367, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9895283579826355, "score_mean": 0.13366565108299255, "score_p50": 6.838537228759378e-05, "score_p90": 0.8069367408752441, "fraction_gt1": 0.0, "n_inside": 118, "n_interface": 259, "n_outside": 295, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333337, "selected_y_range": 0.3333333333333333, "step": 2, "n_elem": 672, "target_elements": 2000, "gap": 1328, "cutoff_score": 0.9757600426673889, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9944663643836975, "score_mean": 0.12779290974140167, "score_p50": 0.0011406398843973875, "score_p90": 0.6417492628097534, "fraction_gt1": 0.0, "n_inside": 173, "n_interface": 328, "n_outside": 295, "selected_inside_frac": 0.17391304347826086, "selected_interface_frac": 0.6086956521739131, "selected_outside_frac": 0.21739130434782608, "selected_x_range": 0.5, "selected_y_range": 0.4375, "step": 3, "n_elem": 796, "target_elements": 2000, "gap": 1204, "cutoff_score": 0.9566822648048401, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9895942211151123, "score_mean": 0.14883719384670258, "score_p50": 0.0029740515165030956, "score_p90": 0.6673248410224915, "fraction_gt1": 0.0, "n_inside": 197, "n_interface": 402, "n_outside": 323, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5185185185185185, "selected_outside_frac": 0.48148148148148145, "selected_x_range": 0.59375, "selected_y_range": 0.5, "step": 4, "n_elem": 922, "target_elements": 2000, "gap": 1078, "cutoff_score": 0.9266366362571716, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9882323145866394, "score_mean": 0.18761444091796875, "score_p50": 0.00376064982265234, "score_p90": 0.8055471181869507, "fraction_gt1": 0.0, "n_inside": 197, "n_interface": 475, "n_outside": 396, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.125, "selected_outside_frac": 0.6875, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.6666666666666667, "step": 5, "n_elem": 1068, "target_elements": 2000, "gap": 932, "cutoff_score": 0.9287186861038208, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886175990104675, "score_mean": 0.201606884598732, "score_p50": 0.0008536590030416846, "score_p90": 0.8568704128265381, "fraction_gt1": 0.0, "n_inside": 236, "n_interface": 514, "n_outside": 520, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.21052631578947367, "selected_outside_frac": 0.3157894736842105, "selected_x_range": 0.609375, "selected_y_range": 0.38541666666666674, "step": 6, "n_elem": 1270, "target_elements": 2000, "gap": 730, "cutoff_score": 0.9547663927078247, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9916943907737732, "score_mean": 0.19746661186218262, "score_p50": 0.000638054043520242, "score_p90": 0.8675277233123779, "fraction_gt1": 0.0, "n_inside": 339, "n_interface": 569, "n_outside": 578, "selected_inside_frac": 0.06818181818181818, "selected_interface_frac": 0.4090909090909091, "selected_outside_frac": 0.5227272727272727, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.875, "step": 7, "n_elem": 1486, "target_elements": 2000, "gap": 514, "cutoff_score": 0.9580462574958801, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9882163405418396, "score_mean": 0.1589808464050293, "score_p50": 0.00029409368289634585, "score_p90": 0.8249896764755249, "fraction_gt1": 0.0, "n_inside": 362, "n_interface": 678, "n_outside": 695, "selected_inside_frac": 0.46153846153846156, "selected_interface_frac": 0.2692307692307692, "selected_outside_frac": 0.2692307692307692, "selected_x_range": 0.7760416666666667, "selected_y_range": 0.5729166666666666, "step": 8, "n_elem": 1735, "target_elements": 2000, "gap": 265, "cutoff_score": 0.9486973881721497, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 44, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.09673878787009266, "max_err": 0.19177123679485003, "actual_elements": 2060, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 4.410201072692871, "score_mean": 5.21540641784668e-08, "score_p50": -0.25350478291511536, "score_p90": -0.07059170305728912, "fraction_gt1": 0.078125, "n_inside": 18, "n_interface": 199, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333334, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 4.387842178344727, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.842072010040283, "score_mean": 6.509722538794449e-08, "score_p50": -0.1892957091331482, "score_p90": 1.3641932010650635, "fraction_gt1": 0.11945392491467577, "n_inside": 66, "n_interface": 225, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666669, "selected_y_range": 0.125, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 2.149293899536133, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.027416944503784, "score_mean": 1.4585607743811124e-07, "score_p50": 0.011823423206806183, "score_p90": 1.1123102903366089, "fraction_gt1": 0.10588235294117647, "n_inside": 134, "n_interface": 251, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.09375000000000003, "selected_y_range": 0.18749999999999994, "step": 2, "n_elem": 680, "target_elements": 2000, "gap": 1320, "cutoff_score": 1.9341182708740234, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.768527626991272, "score_mean": -1.936394511403705e-08, "score_p50": 0.13827747106552124, "score_p90": 1.2296746969223022, "fraction_gt1": 0.11421319796954314, "n_inside": 218, "n_interface": 275, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.25000000000000006, "selected_y_range": 0.31249999999999994, "step": 3, "n_elem": 788, "target_elements": 2000, "gap": 1212, "cutoff_score": 1.7632741928100586, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0497100353240967, "score_mean": 3.3908420959960495e-08, "score_p50": 0.21960437297821045, "score_p90": 1.1731747388839722, "fraction_gt1": 0.12, "n_inside": 218, "n_interface": 383, "n_outside": 299, "selected_inside_frac": 0.037037037037037035, "selected_interface_frac": 0.37037037037037035, "selected_outside_frac": 0.5925925925925926, "selected_x_range": 0.59375, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 900, "target_elements": 2000, "gap": 1100, "cutoff_score": 1.9040555953979492, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1225223541259766, "score_mean": 0.0, "score_p50": -0.29663342237472534, "score_p90": 1.1565029621124268, "fraction_gt1": 0.11164122137404581, "n_inside": 225, "n_interface": 446, "n_outside": 377, "selected_inside_frac": 0.06451612903225806, "selected_interface_frac": 0.16129032258064516, "selected_outside_frac": 0.7741935483870968, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.625, "step": 5, "n_elem": 1048, "target_elements": 2000, "gap": 952, "cutoff_score": 1.8601932525634766, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.075829029083252, "score_mean": 4.978397782906541e-08, "score_p50": -0.18682371079921722, "score_p90": 1.0197422504425049, "fraction_gt1": 0.10929853181076672, "n_inside": 235, "n_interface": 484, "n_outside": 507, "selected_inside_frac": 0.0, "selected_interface_frac": 0.1388888888888889, "selected_outside_frac": 0.8611111111111112, "selected_x_range": 0.875, "selected_y_range": 0.8125, "step": 6, "n_elem": 1226, "target_elements": 2000, "gap": 774, "cutoff_score": 1.8090312480926514, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.171532392501831, "score_mean": -1.931492334961149e-07, "score_p50": -0.24114197492599487, "score_p90": 1.0340254306793213, "fraction_gt1": 0.11040787623066103, "n_inside": 235, "n_interface": 516, "n_outside": 671, "selected_inside_frac": 0.23809523809523808, "selected_interface_frac": 0.19047619047619047, "selected_outside_frac": 0.5714285714285714, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9375, "step": 7, "n_elem": 1422, "target_elements": 2000, "gap": 578, "cutoff_score": 1.6863853931427002, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.407534122467041, "score_mean": -1.2907736390843638e-07, "score_p50": -0.49314600229263306, "score_p90": 1.107820749282837, "fraction_gt1": 0.16555891238670695, "n_inside": 289, "n_interface": 582, "n_outside": 784, "selected_inside_frac": 0.24489795918367346, "selected_interface_frac": 0.42857142857142855, "selected_outside_frac": 0.32653061224489793, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1655, "target_elements": 2000, "gap": 345, "cutoff_score": 1.5136635303497314, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3948936462402344, "score_mean": -1.586152720278733e-08, "score_p50": -0.37526828050613403, "score_p90": 1.3158540725708008, "fraction_gt1": 0.14864864864864866, "n_inside": 341, "n_interface": 725, "n_outside": 858, "selected_inside_frac": 0.08, "selected_interface_frac": 0.8, "selected_outside_frac": 0.12, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.75, "step": 9, "n_elem": 1924, "target_elements": 2000, "gap": 76, "cutoff_score": 1.611389398574829, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 44, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.07751626977161621, "max_err": 0.17476117955621895, "actual_elements": 4108, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.7127212882041931, "score_mean": 0.32071077823638916, "score_p50": 0.306427001953125, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 18, "n_interface": 199, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000003, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.7127212882041931, "num_tied_at_cutoff": 18, "score_decreased": null }, { "score_max": 0.5039700269699097, "score_mean": 0.30268266797065735, "score_p50": 0.306427001953125, "score_p90": 0.35636064410209656, "fraction_gt1": 0.0, "n_inside": 67, "n_interface": 230, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000003, "selected_y_range": 0.18749999999999994, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 0.35636064410209656, "num_tied_at_cutoff": 65, "score_decreased": true }, { "score_max": 0.35636064410209656, "score_mean": 0.260710746049881, "score_p50": 0.306427001953125, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 307, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666666, "selected_y_range": 0.13541666666666663, "step": 2, "n_elem": 748, "target_elements": 4000, "gap": 3252, "cutoff_score": 0.35636064410209656, "num_tied_at_cutoff": 24, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.24431324005126953, "score_p50": 0.306427001953125, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 307, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.39583333333333326, "step": 3, "n_elem": 846, "target_elements": 4000, "gap": 3154, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 464, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.22366370260715485, "score_p50": 0.17818032205104828, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 453, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 992, "target_elements": 4000, "gap": 3008, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 408, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.2071027308702469, "score_p50": 0.17818032205104828, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 612, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.6875, "step": 5, "n_elem": 1151, "target_elements": 4000, "gap": 2849, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 348, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.1928219497203827, "score_p50": 0.1532135009765625, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 776, "n_outside": 315, "selected_inside_frac": 0.0, "selected_interface_frac": 0.05, "selected_outside_frac": 0.95, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1335, "target_elements": 4000, "gap": 2665, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 280, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.18033725023269653, "score_p50": 0.1532135009765625, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 804, "n_outside": 503, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.9375, "step": 7, "n_elem": 1551, "target_elements": 4000, "gap": 2449, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 202, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.17012138664722443, "score_p50": 0.1532135009765625, "score_p90": 0.21667660772800446, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 804, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1787, "target_elements": 4000, "gap": 2213, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 118, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.16236001253128052, "score_p50": 0.1532135009765625, "score_p90": 0.21667660772800446, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 804, "n_outside": 972, "selected_inside_frac": 0.4, "selected_interface_frac": 0.0, "selected_outside_frac": 0.6, "selected_x_range": 0.8177083333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 2020, "target_elements": 4000, "gap": 1980, "cutoff_score": 0.25198501348495483, "num_tied_at_cutoff": 31, "score_decreased": true }, { "score_max": 0.25198501348495483, "score_mean": 0.15355539321899414, "score_p50": 0.1532135009765625, "score_p90": 0.17818032205104828, "fraction_gt1": 0.0, "n_inside": 355, "n_interface": 833, "n_outside": 1096, "selected_inside_frac": 0.029411764705882353, "selected_interface_frac": 0.7352941176470589, "selected_outside_frac": 0.23529411764705882, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.8333333333333334, "step": 10, "n_elem": 2284, "target_elements": 4000, "gap": 1716, "cutoff_score": 0.21667660772800446, "num_tied_at_cutoff": 124, "score_decreased": true }, { "score_max": 0.21667660772800446, "score_mean": 0.14315208792686462, "score_p50": 0.1532135009765625, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 1058, "n_outside": 1184, "selected_inside_frac": 0.2948717948717949, "selected_interface_frac": 0.0, "selected_outside_frac": 0.7051282051282052, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2607, "target_elements": 4000, "gap": 1393, "cutoff_score": 0.17818032205104828, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.17818032205104828, "score_mean": 0.13125964999198914, "score_p50": 0.1532135009765625, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 467, "n_interface": 1152, "n_outside": 1425, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16145833333333334, "selected_y_range": 0.17187499999999994, "step": 12, "n_elem": 3044, "target_elements": 4000, "gap": 956, "cutoff_score": 0.17818032205104828, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.17818032205104828, "score_mean": 0.12319972366094589, "score_p50": 0.12599250674247742, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 837, "n_interface": 1164, "n_outside": 1425, "selected_inside_frac": 0.13725490196078433, "selected_interface_frac": 0.8627450980392157, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.36458333333333326, "step": 13, "n_elem": 3426, "target_elements": 4000, "gap": 574, "cutoff_score": 0.1532135009765625, "num_tied_at_cutoff": 1500, "score_decreased": true }, { "score_max": 0.1532135009765625, "score_mean": 0.11509677767753601, "score_p50": 0.10833830386400223, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 893, "n_interface": 1550, "n_outside": 1425, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4375, "selected_y_range": 0.41666666666666674, "step": 14, "n_elem": 3868, "target_elements": 4000, "gap": 132, "cutoff_score": 0.1532135009765625, "num_tied_at_cutoff": 1362, "score_decreased": true } ], "sample_id": 44, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.08044989758857843, "max_err": 0.17274478129313942, "actual_elements": 4108, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9939823746681213, "score_mean": 0.08061596751213074, "score_p50": 4.2814218659259495e-07, "score_p90": 0.09329056739807129, "fraction_gt1": 0.0, "n_inside": 18, "n_interface": 199, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333334, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9825787544250488, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9872072339057922, "score_mean": 0.12527936697006226, "score_p50": 4.497484951571096e-06, "score_p90": 0.7494838237762451, "fraction_gt1": 0.0, "n_inside": 66, "n_interface": 225, "n_outside": 295, "selected_inside_frac": 0.8235294117647058, "selected_interface_frac": 0.17647058823529413, "selected_outside_frac": 0.0, "selected_x_range": 0.11458333333333337, "selected_y_range": 0.15625000000000006, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 0.9506141543388367, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9895283579826355, "score_mean": 0.13366565108299255, "score_p50": 6.838537228759378e-05, "score_p90": 0.8069367408752441, "fraction_gt1": 0.0, "n_inside": 118, "n_interface": 259, "n_outside": 295, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333337, "selected_y_range": 0.3333333333333333, "step": 2, "n_elem": 672, "target_elements": 4000, "gap": 3328, "cutoff_score": 0.9757600426673889, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9944663643836975, "score_mean": 0.12779290974140167, "score_p50": 0.0011406398843973875, "score_p90": 0.6417492628097534, "fraction_gt1": 0.0, "n_inside": 173, "n_interface": 328, "n_outside": 295, "selected_inside_frac": 0.17391304347826086, "selected_interface_frac": 0.6086956521739131, "selected_outside_frac": 0.21739130434782608, "selected_x_range": 0.5, "selected_y_range": 0.4375, "step": 3, "n_elem": 796, "target_elements": 4000, "gap": 3204, "cutoff_score": 0.9566822648048401, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9895942211151123, "score_mean": 0.14883719384670258, "score_p50": 0.0029740515165030956, "score_p90": 0.6673248410224915, "fraction_gt1": 0.0, "n_inside": 197, "n_interface": 402, "n_outside": 323, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5185185185185185, "selected_outside_frac": 0.48148148148148145, "selected_x_range": 0.59375, "selected_y_range": 0.5, "step": 4, "n_elem": 922, "target_elements": 4000, "gap": 3078, "cutoff_score": 0.9266366362571716, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9882323145866394, "score_mean": 0.18761444091796875, "score_p50": 0.00376064982265234, "score_p90": 0.8055471181869507, "fraction_gt1": 0.0, "n_inside": 197, "n_interface": 475, "n_outside": 396, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.125, "selected_outside_frac": 0.6875, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.6666666666666667, "step": 5, "n_elem": 1068, "target_elements": 4000, "gap": 2932, "cutoff_score": 0.9287186861038208, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886175990104675, "score_mean": 0.201606884598732, "score_p50": 0.0008536590030416846, "score_p90": 0.8568704128265381, "fraction_gt1": 0.0, "n_inside": 236, "n_interface": 514, "n_outside": 520, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.21052631578947367, "selected_outside_frac": 0.3157894736842105, "selected_x_range": 0.609375, "selected_y_range": 0.38541666666666674, "step": 6, "n_elem": 1270, "target_elements": 4000, "gap": 2730, "cutoff_score": 0.9547663927078247, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9916943907737732, "score_mean": 0.19746661186218262, "score_p50": 0.000638054043520242, "score_p90": 0.8675277233123779, "fraction_gt1": 0.0, "n_inside": 339, "n_interface": 569, "n_outside": 578, "selected_inside_frac": 0.06818181818181818, "selected_interface_frac": 0.4090909090909091, "selected_outside_frac": 0.5227272727272727, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.875, "step": 7, "n_elem": 1486, "target_elements": 4000, "gap": 2514, "cutoff_score": 0.9580462574958801, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9882163405418396, "score_mean": 0.1589808464050293, "score_p50": 0.00029409368289634585, "score_p90": 0.8249896764755249, "fraction_gt1": 0.0, "n_inside": 362, "n_interface": 678, "n_outside": 695, "selected_inside_frac": 0.46153846153846156, "selected_interface_frac": 0.2692307692307692, "selected_outside_frac": 0.2692307692307692, "selected_x_range": 0.7760416666666667, "selected_y_range": 0.5729166666666666, "step": 8, "n_elem": 1735, "target_elements": 4000, "gap": 2265, "cutoff_score": 0.9486973881721497, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.987865149974823, "score_mean": 0.13605302572250366, "score_p50": 0.00048456466174684465, "score_p90": 0.6762772798538208, "fraction_gt1": 0.0, "n_inside": 499, "n_interface": 762, "n_outside": 768, "selected_inside_frac": 0.48333333333333334, "selected_interface_frac": 0.31666666666666665, "selected_outside_frac": 0.2, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.9375, "step": 9, "n_elem": 2029, "target_elements": 4000, "gap": 1971, "cutoff_score": 0.9216267466545105, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9842798709869385, "score_mean": 0.11880436539649963, "score_p50": 0.0013920895289629698, "score_p90": 0.5852997303009033, "fraction_gt1": 0.0, "n_inside": 642, "n_interface": 880, "n_outside": 845, "selected_inside_frac": 0.08450704225352113, "selected_interface_frac": 0.7887323943661971, "selected_outside_frac": 0.1267605633802817, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.875, "step": 10, "n_elem": 2367, "target_elements": 4000, "gap": 1633, "cutoff_score": 0.908531129360199, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9946860074996948, "score_mean": 0.12993460893630981, "score_p50": 0.0023980936966836452, "score_p90": 0.5793894529342651, "fraction_gt1": 0.0, "n_inside": 683, "n_interface": 1169, "n_outside": 917, "selected_inside_frac": 0.1927710843373494, "selected_interface_frac": 0.3855421686746988, "selected_outside_frac": 0.42168674698795183, "selected_x_range": 0.90625, "selected_y_range": 0.8229166666666667, "step": 11, "n_elem": 2769, "target_elements": 4000, "gap": 1231, "cutoff_score": 0.8751580715179443, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9879676699638367, "score_mean": 0.1582755446434021, "score_p50": 0.0028321295976638794, "score_p90": 0.712738573551178, "fraction_gt1": 0.0, "n_inside": 807, "n_interface": 1372, "n_outside": 1130, "selected_inside_frac": 0.1111111111111111, "selected_interface_frac": 0.29292929292929293, "selected_outside_frac": 0.5959595959595959, "selected_x_range": 0.84375, "selected_y_range": 0.9583333333333334, "step": 12, "n_elem": 3309, "target_elements": 4000, "gap": 691, "cutoff_score": 0.9118451476097107, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9912353754043579, "score_mean": 0.18205179274082184, "score_p50": 0.0016868975944817066, "score_p90": 0.8144252300262451, "fraction_gt1": 0.0, "n_inside": 883, "n_interface": 1528, "n_outside": 1514, "selected_inside_frac": 0.04, "selected_interface_frac": 0.24, "selected_outside_frac": 0.72, "selected_x_range": 0.6302083333333333, "selected_y_range": 0.9375, "step": 13, "n_elem": 3925, "target_elements": 4000, "gap": 75, "cutoff_score": 0.9775673151016235, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 44, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.07789536199009595, "max_err": 0.1744252318336773, "actual_elements": 4112, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 4.410201072692871, "score_mean": 5.21540641784668e-08, "score_p50": -0.25350478291511536, "score_p90": -0.07059170305728912, "fraction_gt1": 0.078125, "n_inside": 18, "n_interface": 199, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333334, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 4.387842178344727, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.842072010040283, "score_mean": 6.509722538794449e-08, "score_p50": -0.1892957091331482, "score_p90": 1.3641932010650635, "fraction_gt1": 0.11945392491467577, "n_inside": 66, "n_interface": 225, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666669, "selected_y_range": 0.125, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 2.149293899536133, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.027416944503784, "score_mean": 1.4585607743811124e-07, "score_p50": 0.011823423206806183, "score_p90": 1.1123102903366089, "fraction_gt1": 0.10588235294117647, "n_inside": 134, "n_interface": 251, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.09375000000000003, "selected_y_range": 0.18749999999999994, "step": 2, "n_elem": 680, "target_elements": 4000, "gap": 3320, "cutoff_score": 1.9341182708740234, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.768527626991272, "score_mean": -1.936394511403705e-08, "score_p50": 0.13827747106552124, "score_p90": 1.2296746969223022, "fraction_gt1": 0.11421319796954314, "n_inside": 218, "n_interface": 275, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.25000000000000006, "selected_y_range": 0.31249999999999994, "step": 3, "n_elem": 788, "target_elements": 4000, "gap": 3212, "cutoff_score": 1.7632741928100586, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0497100353240967, "score_mean": 3.3908420959960495e-08, "score_p50": 0.21960437297821045, "score_p90": 1.1731747388839722, "fraction_gt1": 0.12, "n_inside": 218, "n_interface": 383, "n_outside": 299, "selected_inside_frac": 0.037037037037037035, "selected_interface_frac": 0.37037037037037035, "selected_outside_frac": 0.5925925925925926, "selected_x_range": 0.59375, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 900, "target_elements": 4000, "gap": 3100, "cutoff_score": 1.9040555953979492, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1225223541259766, "score_mean": 0.0, "score_p50": -0.29663342237472534, "score_p90": 1.1565029621124268, "fraction_gt1": 0.11164122137404581, "n_inside": 225, "n_interface": 446, "n_outside": 377, "selected_inside_frac": 0.06451612903225806, "selected_interface_frac": 0.16129032258064516, "selected_outside_frac": 0.7741935483870968, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.625, "step": 5, "n_elem": 1048, "target_elements": 4000, "gap": 2952, "cutoff_score": 1.8601932525634766, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.075829029083252, "score_mean": 4.978397782906541e-08, "score_p50": -0.18682371079921722, "score_p90": 1.0197422504425049, "fraction_gt1": 0.10929853181076672, "n_inside": 235, "n_interface": 484, "n_outside": 507, "selected_inside_frac": 0.0, "selected_interface_frac": 0.1388888888888889, "selected_outside_frac": 0.8611111111111112, "selected_x_range": 0.875, "selected_y_range": 0.8125, "step": 6, "n_elem": 1226, "target_elements": 4000, "gap": 2774, "cutoff_score": 1.8090312480926514, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.171532392501831, "score_mean": -1.931492334961149e-07, "score_p50": -0.24114197492599487, "score_p90": 1.0340254306793213, "fraction_gt1": 0.11040787623066103, "n_inside": 235, "n_interface": 516, "n_outside": 671, "selected_inside_frac": 0.23809523809523808, "selected_interface_frac": 0.19047619047619047, "selected_outside_frac": 0.5714285714285714, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9375, "step": 7, "n_elem": 1422, "target_elements": 4000, "gap": 2578, "cutoff_score": 1.6863853931427002, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.407534122467041, "score_mean": -1.2907736390843638e-07, "score_p50": -0.49314600229263306, "score_p90": 1.107820749282837, "fraction_gt1": 0.16555891238670695, "n_inside": 289, "n_interface": 582, "n_outside": 784, "selected_inside_frac": 0.24489795918367346, "selected_interface_frac": 0.42857142857142855, "selected_outside_frac": 0.32653061224489793, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1655, "target_elements": 4000, "gap": 2345, "cutoff_score": 1.5136635303497314, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3948936462402344, "score_mean": -1.586152720278733e-08, "score_p50": -0.37526828050613403, "score_p90": 1.3158540725708008, "fraction_gt1": 0.14864864864864866, "n_inside": 341, "n_interface": 725, "n_outside": 858, "selected_inside_frac": 0.3508771929824561, "selected_interface_frac": 0.47368421052631576, "selected_outside_frac": 0.17543859649122806, "selected_x_range": 0.7395833333333333, "selected_y_range": 0.8541666666666667, "step": 9, "n_elem": 1924, "target_elements": 4000, "gap": 2076, "cutoff_score": 1.435987114906311, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.000826358795166, "score_mean": -6.848648581581074e-08, "score_p50": -0.24127435684204102, "score_p90": 1.2534313201904297, "fraction_gt1": 0.13285457809694792, "n_inside": 441, "n_interface": 868, "n_outside": 919, "selected_inside_frac": 0.25757575757575757, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.5757575757575758, "selected_x_range": 0.90625, "selected_y_range": 0.7604166666666666, "step": 10, "n_elem": 2228, "target_elements": 4000, "gap": 1772, "cutoff_score": 1.5805377960205078, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2515077590942383, "score_mean": -7.189064632484587e-08, "score_p50": -0.1204209178686142, "score_p90": 1.2610238790512085, "fraction_gt1": 0.12249705535924617, "n_inside": 543, "n_interface": 923, "n_outside": 1081, "selected_inside_frac": 0.618421052631579, "selected_interface_frac": 0.06578947368421052, "selected_outside_frac": 0.3157894736842105, "selected_x_range": 0.8125, "selected_y_range": 0.9166666666666667, "step": 11, "n_elem": 2547, "target_elements": 4000, "gap": 1453, "cutoff_score": 1.6587474346160889, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.399143934249878, "score_mean": 1.860827865129977e-07, "score_p50": 0.04736059904098511, "score_p90": 1.1027228832244873, "fraction_gt1": 0.138550135501355, "n_inside": 742, "n_interface": 973, "n_outside": 1237, "selected_inside_frac": 0.07954545454545454, "selected_interface_frac": 0.7045454545454546, "selected_outside_frac": 0.2159090909090909, "selected_x_range": 0.875, "selected_y_range": 0.8333333333333334, "step": 12, "n_elem": 2952, "target_elements": 4000, "gap": 1048, "cutoff_score": 1.6232309341430664, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.29093861579895, "score_mean": -3.624415612080156e-08, "score_p50": 0.16543981432914734, "score_p90": 1.1564102172851562, "fraction_gt1": 0.1377672209026128, "n_inside": 782, "n_interface": 1243, "n_outside": 1343, "selected_inside_frac": 0.039603960396039604, "selected_interface_frac": 0.49504950495049505, "selected_outside_frac": 0.46534653465346537, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3368, "target_elements": 4000, "gap": 632, "cutoff_score": 1.721346378326416, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5896122455596924, "score_mean": -6.27933687269433e-08, "score_p50": -0.3668113350868225, "score_p90": 1.2268959283828735, "fraction_gt1": 0.1309156378600823, "n_inside": 800, "n_interface": 1507, "n_outside": 1581, "selected_inside_frac": 0.16216216216216217, "selected_interface_frac": 0.13513513513513514, "selected_outside_frac": 0.7027027027027027, "selected_x_range": 0.7395833333333334, "selected_y_range": 0.9166666666666667, "step": 14, "n_elem": 3888, "target_elements": 4000, "gap": 112, "cutoff_score": 1.7982604503631592, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 44, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.07468565864758103, "max_err": 0.17929259004407405, "actual_elements": 8072, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.7127212882041931, "score_mean": 0.32071077823638916, "score_p50": 0.306427001953125, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 18, "n_interface": 199, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000003, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.7127212882041931, "num_tied_at_cutoff": 18, "score_decreased": null }, { "score_max": 0.5039700269699097, "score_mean": 0.30268266797065735, "score_p50": 0.306427001953125, "score_p90": 0.35636064410209656, "fraction_gt1": 0.0, "n_inside": 67, "n_interface": 230, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000003, "selected_y_range": 0.18749999999999994, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 0.35636064410209656, "num_tied_at_cutoff": 65, "score_decreased": true }, { "score_max": 0.35636064410209656, "score_mean": 0.260710746049881, "score_p50": 0.306427001953125, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 307, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666666, "selected_y_range": 0.13541666666666663, "step": 2, "n_elem": 748, "target_elements": 8000, "gap": 7252, "cutoff_score": 0.35636064410209656, "num_tied_at_cutoff": 24, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.24431324005126953, "score_p50": 0.306427001953125, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 307, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.39583333333333326, "step": 3, "n_elem": 846, "target_elements": 8000, "gap": 7154, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 464, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.22366370260715485, "score_p50": 0.17818032205104828, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 453, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 992, "target_elements": 8000, "gap": 7008, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 408, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.2071027308702469, "score_p50": 0.17818032205104828, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 612, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.6875, "step": 5, "n_elem": 1151, "target_elements": 8000, "gap": 6849, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 348, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.1928219497203827, "score_p50": 0.1532135009765625, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 776, "n_outside": 315, "selected_inside_frac": 0.0, "selected_interface_frac": 0.05, "selected_outside_frac": 0.95, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1335, "target_elements": 8000, "gap": 6665, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 280, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.18033725023269653, "score_p50": 0.1532135009765625, "score_p90": 0.306427001953125, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 804, "n_outside": 503, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.9375, "step": 7, "n_elem": 1551, "target_elements": 8000, "gap": 6449, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 202, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.17012138664722443, "score_p50": 0.1532135009765625, "score_p90": 0.21667660772800446, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 804, "n_outside": 739, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.39583333333333326, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1787, "target_elements": 8000, "gap": 6213, "cutoff_score": 0.306427001953125, "num_tied_at_cutoff": 118, "score_decreased": true }, { "score_max": 0.306427001953125, "score_mean": 0.16236001253128052, "score_p50": 0.1532135009765625, "score_p90": 0.21667660772800446, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 804, "n_outside": 972, "selected_inside_frac": 0.4, "selected_interface_frac": 0.0, "selected_outside_frac": 0.6, "selected_x_range": 0.8177083333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 2020, "target_elements": 8000, "gap": 5980, "cutoff_score": 0.25198501348495483, "num_tied_at_cutoff": 31, "score_decreased": true }, { "score_max": 0.25198501348495483, "score_mean": 0.15355539321899414, "score_p50": 0.1532135009765625, "score_p90": 0.17818032205104828, "fraction_gt1": 0.0, "n_inside": 355, "n_interface": 833, "n_outside": 1096, "selected_inside_frac": 0.029411764705882353, "selected_interface_frac": 0.7352941176470589, "selected_outside_frac": 0.23529411764705882, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.8333333333333334, "step": 10, "n_elem": 2284, "target_elements": 8000, "gap": 5716, "cutoff_score": 0.21667660772800446, "num_tied_at_cutoff": 124, "score_decreased": true }, { "score_max": 0.21667660772800446, "score_mean": 0.14315208792686462, "score_p50": 0.1532135009765625, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 1058, "n_outside": 1184, "selected_inside_frac": 0.2948717948717949, "selected_interface_frac": 0.0, "selected_outside_frac": 0.7051282051282052, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2607, "target_elements": 8000, "gap": 5393, "cutoff_score": 0.17818032205104828, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.17818032205104828, "score_mean": 0.13125964999198914, "score_p50": 0.1532135009765625, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 467, "n_interface": 1152, "n_outside": 1425, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16145833333333334, "selected_y_range": 0.17187499999999994, "step": 12, "n_elem": 3044, "target_elements": 8000, "gap": 4956, "cutoff_score": 0.17818032205104828, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.17818032205104828, "score_mean": 0.12319972366094589, "score_p50": 0.12599250674247742, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 837, "n_interface": 1164, "n_outside": 1425, "selected_inside_frac": 0.13725490196078433, "selected_interface_frac": 0.8627450980392157, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.36458333333333326, "step": 13, "n_elem": 3426, "target_elements": 8000, "gap": 4574, "cutoff_score": 0.1532135009765625, "num_tied_at_cutoff": 1500, "score_decreased": true }, { "score_max": 0.1532135009765625, "score_mean": 0.11509677767753601, "score_p50": 0.10833830386400223, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 893, "n_interface": 1550, "n_outside": 1425, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.47916666666666674, "step": 14, "n_elem": 3868, "target_elements": 8000, "gap": 4132, "cutoff_score": 0.1532135009765625, "num_tied_at_cutoff": 1362, "score_decreased": true }, { "score_max": 0.1532135009765625, "score_mean": 0.1079876720905304, "score_p50": 0.10833830386400223, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 893, "n_interface": 2034, "n_outside": 1425, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.6354166666666667, "step": 15, "n_elem": 4352, "target_elements": 8000, "gap": 3648, "cutoff_score": 0.1532135009765625, "num_tied_at_cutoff": 1198, "score_decreased": true }, { "score_max": 0.1532135009765625, "score_mean": 0.10149595141410828, "score_p50": 0.08909016102552414, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 893, "n_interface": 2596, "n_outside": 1425, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5850340136054422, "selected_outside_frac": 0.41496598639455784, "selected_x_range": 0.65625, "selected_y_range": 0.8229166666666667, "step": 16, "n_elem": 4914, "target_elements": 8000, "gap": 3086, "cutoff_score": 0.1532135009765625, "num_tied_at_cutoff": 1006, "score_decreased": true }, { "score_max": 0.1532135009765625, "score_mean": 0.09575845301151276, "score_p50": 0.07660675048828125, "score_p90": 0.1532135009765625, "fraction_gt1": 0.0, "n_inside": 893, "n_interface": 2915, "n_outside": 1739, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.75, "selected_y_range": 0.8854166666666667, "step": 17, "n_elem": 5547, "target_elements": 8000, "gap": 2453, "cutoff_score": 0.1532135009765625, "num_tied_at_cutoff": 790, "score_decreased": true }, { "score_max": 0.1532135009765625, "score_mean": 0.090789794921875, "score_p50": 0.07660675048828125, "score_p90": 0.12599250674247742, "fraction_gt1": 0.0, "n_inside": 893, "n_interface": 2915, "n_outside": 2434, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.84375, "selected_y_range": 0.9479166666666667, "step": 18, "n_elem": 6242, "target_elements": 8000, "gap": 1758, "cutoff_score": 0.1532135009765625, "num_tied_at_cutoff": 556, "score_decreased": true }, { "score_max": 0.1532135009765625, "score_mean": 0.08655837178230286, "score_p50": 0.07660675048828125, "score_p90": 0.10833830386400223, "fraction_gt1": 0.0, "n_inside": 893, "n_interface": 2915, "n_outside": 3172, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.40625, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 6980, "target_elements": 8000, "gap": 1020, "cutoff_score": 0.1532135009765625, "num_tied_at_cutoff": 322, "score_decreased": true }, { "score_max": 0.1532135009765625, "score_mean": 0.08303675800561905, "score_p50": 0.07660675048828125, "score_p90": 0.10833830386400223, "fraction_gt1": 0.0, "n_inside": 893, "n_interface": 2915, "n_outside": 3934, "selected_inside_frac": 0.06976744186046512, "selected_interface_frac": 0.0, "selected_outside_frac": 0.9302325581395349, "selected_x_range": 0.8255208333333334, "selected_y_range": 0.9791666666666667, "step": 20, "n_elem": 7742, "target_elements": 8000, "gap": 258, "cutoff_score": 0.12599250674247742, "num_tied_at_cutoff": 197, "score_decreased": true } ], "sample_id": 44, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.07249787282682847, "max_err": 0.17808912914369351, "actual_elements": 8588, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9939823746681213, "score_mean": 0.08061596751213074, "score_p50": 4.2814218659259495e-07, "score_p90": 0.09329056739807129, "fraction_gt1": 0.0, "n_inside": 18, "n_interface": 199, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333334, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9825787544250488, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9872072339057922, "score_mean": 0.12527936697006226, "score_p50": 4.497484951571096e-06, "score_p90": 0.7494838237762451, "fraction_gt1": 0.0, "n_inside": 66, "n_interface": 225, "n_outside": 295, "selected_inside_frac": 0.8235294117647058, "selected_interface_frac": 0.17647058823529413, "selected_outside_frac": 0.0, "selected_x_range": 0.11458333333333337, "selected_y_range": 0.15625000000000006, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 0.9506141543388367, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9895283579826355, "score_mean": 0.13366565108299255, "score_p50": 6.838537228759378e-05, "score_p90": 0.8069367408752441, "fraction_gt1": 0.0, "n_inside": 118, "n_interface": 259, "n_outside": 295, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.27083333333333337, "selected_y_range": 0.3333333333333333, "step": 2, "n_elem": 672, "target_elements": 8000, "gap": 7328, "cutoff_score": 0.9757600426673889, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9944663643836975, "score_mean": 0.12779290974140167, "score_p50": 0.0011406398843973875, "score_p90": 0.6417492628097534, "fraction_gt1": 0.0, "n_inside": 173, "n_interface": 328, "n_outside": 295, "selected_inside_frac": 0.17391304347826086, "selected_interface_frac": 0.6086956521739131, "selected_outside_frac": 0.21739130434782608, "selected_x_range": 0.5, "selected_y_range": 0.4375, "step": 3, "n_elem": 796, "target_elements": 8000, "gap": 7204, "cutoff_score": 0.9566822648048401, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9895942211151123, "score_mean": 0.14883719384670258, "score_p50": 0.0029740515165030956, "score_p90": 0.6673248410224915, "fraction_gt1": 0.0, "n_inside": 197, "n_interface": 402, "n_outside": 323, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5185185185185185, "selected_outside_frac": 0.48148148148148145, "selected_x_range": 0.59375, "selected_y_range": 0.5, "step": 4, "n_elem": 922, "target_elements": 8000, "gap": 7078, "cutoff_score": 0.9266366362571716, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9882323145866394, "score_mean": 0.18761444091796875, "score_p50": 0.00376064982265234, "score_p90": 0.8055471181869507, "fraction_gt1": 0.0, "n_inside": 197, "n_interface": 475, "n_outside": 396, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.125, "selected_outside_frac": 0.6875, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.6666666666666667, "step": 5, "n_elem": 1068, "target_elements": 8000, "gap": 6932, "cutoff_score": 0.9287186861038208, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886175990104675, "score_mean": 0.201606884598732, "score_p50": 0.0008536590030416846, "score_p90": 0.8568704128265381, "fraction_gt1": 0.0, "n_inside": 236, "n_interface": 514, "n_outside": 520, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.21052631578947367, "selected_outside_frac": 0.3157894736842105, "selected_x_range": 0.609375, "selected_y_range": 0.38541666666666674, "step": 6, "n_elem": 1270, "target_elements": 8000, "gap": 6730, "cutoff_score": 0.9547663927078247, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9916943907737732, "score_mean": 0.19746661186218262, "score_p50": 0.000638054043520242, "score_p90": 0.8675277233123779, "fraction_gt1": 0.0, "n_inside": 339, "n_interface": 569, "n_outside": 578, "selected_inside_frac": 0.06818181818181818, "selected_interface_frac": 0.4090909090909091, "selected_outside_frac": 0.5227272727272727, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.875, "step": 7, "n_elem": 1486, "target_elements": 8000, "gap": 6514, "cutoff_score": 0.9580462574958801, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9882163405418396, "score_mean": 0.1589808464050293, "score_p50": 0.00029409368289634585, "score_p90": 0.8249896764755249, "fraction_gt1": 0.0, "n_inside": 362, "n_interface": 678, "n_outside": 695, "selected_inside_frac": 0.46153846153846156, "selected_interface_frac": 0.2692307692307692, "selected_outside_frac": 0.2692307692307692, "selected_x_range": 0.7760416666666667, "selected_y_range": 0.5729166666666666, "step": 8, "n_elem": 1735, "target_elements": 8000, "gap": 6265, "cutoff_score": 0.9486973881721497, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.987865149974823, "score_mean": 0.13605302572250366, "score_p50": 0.00048456466174684465, "score_p90": 0.6762772798538208, "fraction_gt1": 0.0, "n_inside": 499, "n_interface": 762, "n_outside": 768, "selected_inside_frac": 0.48333333333333334, "selected_interface_frac": 0.31666666666666665, "selected_outside_frac": 0.2, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.9375, "step": 9, "n_elem": 2029, "target_elements": 8000, "gap": 5971, "cutoff_score": 0.9216267466545105, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9842798709869385, "score_mean": 0.11880436539649963, "score_p50": 0.0013920895289629698, "score_p90": 0.5852997303009033, "fraction_gt1": 0.0, "n_inside": 642, "n_interface": 880, "n_outside": 845, "selected_inside_frac": 0.08450704225352113, "selected_interface_frac": 0.7887323943661971, "selected_outside_frac": 0.1267605633802817, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.875, "step": 10, "n_elem": 2367, "target_elements": 8000, "gap": 5633, "cutoff_score": 0.908531129360199, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9946860074996948, "score_mean": 0.12993460893630981, "score_p50": 0.0023980936966836452, "score_p90": 0.5793894529342651, "fraction_gt1": 0.0, "n_inside": 683, "n_interface": 1169, "n_outside": 917, "selected_inside_frac": 0.1927710843373494, "selected_interface_frac": 0.3855421686746988, "selected_outside_frac": 0.42168674698795183, "selected_x_range": 0.90625, "selected_y_range": 0.8229166666666667, "step": 11, "n_elem": 2769, "target_elements": 8000, "gap": 5231, "cutoff_score": 0.8751580715179443, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9879676699638367, "score_mean": 0.1582755446434021, "score_p50": 0.0028321295976638794, "score_p90": 0.712738573551178, "fraction_gt1": 0.0, "n_inside": 807, "n_interface": 1372, "n_outside": 1130, "selected_inside_frac": 0.1111111111111111, "selected_interface_frac": 0.29292929292929293, "selected_outside_frac": 0.5959595959595959, "selected_x_range": 0.84375, "selected_y_range": 0.9583333333333334, "step": 12, "n_elem": 3309, "target_elements": 8000, "gap": 4691, "cutoff_score": 0.9118451476097107, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9912353754043579, "score_mean": 0.18205179274082184, "score_p50": 0.0016868975944817066, "score_p90": 0.8144252300262451, "fraction_gt1": 0.0, "n_inside": 883, "n_interface": 1528, "n_outside": 1514, "selected_inside_frac": 0.20512820512820512, "selected_interface_frac": 0.19658119658119658, "selected_outside_frac": 0.5982905982905983, "selected_x_range": 0.7994791666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3925, "target_elements": 8000, "gap": 4075, "cutoff_score": 0.9361514449119568, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.987795352935791, "score_mean": 0.17722029983997345, "score_p50": 0.0008813785389065742, "score_p90": 0.8106275200843811, "fraction_gt1": 0.0, "n_inside": 1029, "n_interface": 1681, "n_outside": 1909, "selected_inside_frac": 0.427536231884058, "selected_interface_frac": 0.2246376811594203, "selected_outside_frac": 0.34782608695652173, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 4619, "target_elements": 8000, "gap": 3381, "cutoff_score": 0.9430609345436096, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9925580024719238, "score_mean": 0.16470788419246674, "score_p50": 0.0007259441772475839, "score_p90": 0.7627663016319275, "fraction_gt1": 0.0, "n_inside": 1296, "n_interface": 1887, "n_outside": 2162, "selected_inside_frac": 0.33125, "selected_interface_frac": 0.50625, "selected_outside_frac": 0.1625, "selected_x_range": 0.96875, "selected_y_range": 0.8229166666666667, "step": 15, "n_elem": 5345, "target_elements": 8000, "gap": 2655, "cutoff_score": 0.9311503767967224, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9860214591026306, "score_mean": 0.15299637615680695, "score_p50": 0.00100506201852113, "score_p90": 0.7543259263038635, "fraction_gt1": 0.0, "n_inside": 1606, "n_interface": 2333, "n_outside": 2330, "selected_inside_frac": 0.2393617021276596, "selected_interface_frac": 0.4148936170212766, "selected_outside_frac": 0.34574468085106386, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 6269, "target_elements": 8000, "gap": 1731, "cutoff_score": 0.9181851148605347, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9880372285842896, "score_mean": 0.14720702171325684, "score_p50": 0.0011677246075123549, "score_p90": 0.703748345375061, "fraction_gt1": 0.0, "n_inside": 1917, "n_interface": 2807, "n_outside": 2722, "selected_inside_frac": 0.2717391304347826, "selected_interface_frac": 0.44021739130434784, "selected_outside_frac": 0.28804347826086957, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9479166666666667, "step": 17, "n_elem": 7446, "target_elements": 8000, "gap": 554, "cutoff_score": 0.9302594661712646, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 44, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.07263103296049354, "max_err": 0.1772874048435703, "actual_elements": 8373, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 4.410201072692871, "score_mean": 5.21540641784668e-08, "score_p50": -0.25350478291511536, "score_p90": -0.07059170305728912, "fraction_gt1": 0.078125, "n_inside": 18, "n_interface": 199, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333334, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 4.387842178344727, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.842072010040283, "score_mean": 6.509722538794449e-08, "score_p50": -0.1892957091331482, "score_p90": 1.3641932010650635, "fraction_gt1": 0.11945392491467577, "n_inside": 66, "n_interface": 225, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666669, "selected_y_range": 0.125, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 2.149293899536133, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.027416944503784, "score_mean": 1.4585607743811124e-07, "score_p50": 0.011823423206806183, "score_p90": 1.1123102903366089, "fraction_gt1": 0.10588235294117647, "n_inside": 134, "n_interface": 251, "n_outside": 295, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.09375000000000003, "selected_y_range": 0.18749999999999994, "step": 2, "n_elem": 680, "target_elements": 8000, "gap": 7320, "cutoff_score": 1.9341182708740234, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.768527626991272, "score_mean": -1.936394511403705e-08, "score_p50": 0.13827747106552124, "score_p90": 1.2296746969223022, "fraction_gt1": 0.11421319796954314, "n_inside": 218, "n_interface": 275, "n_outside": 295, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.25000000000000006, "selected_y_range": 0.31249999999999994, "step": 3, "n_elem": 788, "target_elements": 8000, "gap": 7212, "cutoff_score": 1.7632741928100586, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0497100353240967, "score_mean": 3.3908420959960495e-08, "score_p50": 0.21960437297821045, "score_p90": 1.1731747388839722, "fraction_gt1": 0.12, "n_inside": 218, "n_interface": 383, "n_outside": 299, "selected_inside_frac": 0.037037037037037035, "selected_interface_frac": 0.37037037037037035, "selected_outside_frac": 0.5925925925925926, "selected_x_range": 0.59375, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 900, "target_elements": 8000, "gap": 7100, "cutoff_score": 1.9040555953979492, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1225223541259766, "score_mean": 0.0, "score_p50": -0.29663342237472534, "score_p90": 1.1565029621124268, "fraction_gt1": 0.11164122137404581, "n_inside": 225, "n_interface": 446, "n_outside": 377, "selected_inside_frac": 0.06451612903225806, "selected_interface_frac": 0.16129032258064516, "selected_outside_frac": 0.7741935483870968, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.625, "step": 5, "n_elem": 1048, "target_elements": 8000, "gap": 6952, "cutoff_score": 1.8601932525634766, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.075829029083252, "score_mean": 4.978397782906541e-08, "score_p50": -0.18682371079921722, "score_p90": 1.0197422504425049, "fraction_gt1": 0.10929853181076672, "n_inside": 235, "n_interface": 484, "n_outside": 507, "selected_inside_frac": 0.0, "selected_interface_frac": 0.1388888888888889, "selected_outside_frac": 0.8611111111111112, "selected_x_range": 0.875, "selected_y_range": 0.8125, "step": 6, "n_elem": 1226, "target_elements": 8000, "gap": 6774, "cutoff_score": 1.8090312480926514, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.171532392501831, "score_mean": -1.931492334961149e-07, "score_p50": -0.24114197492599487, "score_p90": 1.0340254306793213, "fraction_gt1": 0.11040787623066103, "n_inside": 235, "n_interface": 516, "n_outside": 671, "selected_inside_frac": 0.23809523809523808, "selected_interface_frac": 0.19047619047619047, "selected_outside_frac": 0.5714285714285714, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9375, "step": 7, "n_elem": 1422, "target_elements": 8000, "gap": 6578, "cutoff_score": 1.6863853931427002, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.407534122467041, "score_mean": -1.2907736390843638e-07, "score_p50": -0.49314600229263306, "score_p90": 1.107820749282837, "fraction_gt1": 0.16555891238670695, "n_inside": 289, "n_interface": 582, "n_outside": 784, "selected_inside_frac": 0.24489795918367346, "selected_interface_frac": 0.42857142857142855, "selected_outside_frac": 0.32653061224489793, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1655, "target_elements": 8000, "gap": 6345, "cutoff_score": 1.5136635303497314, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3948936462402344, "score_mean": -1.586152720278733e-08, "score_p50": -0.37526828050613403, "score_p90": 1.3158540725708008, "fraction_gt1": 0.14864864864864866, "n_inside": 341, "n_interface": 725, "n_outside": 858, "selected_inside_frac": 0.3508771929824561, "selected_interface_frac": 0.47368421052631576, "selected_outside_frac": 0.17543859649122806, "selected_x_range": 0.7395833333333333, "selected_y_range": 0.8541666666666667, "step": 9, "n_elem": 1924, "target_elements": 8000, "gap": 6076, "cutoff_score": 1.435987114906311, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.000826358795166, "score_mean": -6.848648581581074e-08, "score_p50": -0.24127435684204102, "score_p90": 1.2534313201904297, "fraction_gt1": 0.13285457809694792, "n_inside": 441, "n_interface": 868, "n_outside": 919, "selected_inside_frac": 0.25757575757575757, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.5757575757575758, "selected_x_range": 0.90625, "selected_y_range": 0.7604166666666666, "step": 10, "n_elem": 2228, "target_elements": 8000, "gap": 5772, "cutoff_score": 1.5805377960205078, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2515077590942383, "score_mean": -7.189064632484587e-08, "score_p50": -0.1204209178686142, "score_p90": 1.2610238790512085, "fraction_gt1": 0.12249705535924617, "n_inside": 543, "n_interface": 923, "n_outside": 1081, "selected_inside_frac": 0.618421052631579, "selected_interface_frac": 0.06578947368421052, "selected_outside_frac": 0.3157894736842105, "selected_x_range": 0.8125, "selected_y_range": 0.9166666666666667, "step": 11, "n_elem": 2547, "target_elements": 8000, "gap": 5453, "cutoff_score": 1.6587474346160889, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.399143934249878, "score_mean": 1.860827865129977e-07, "score_p50": 0.04736059904098511, "score_p90": 1.1027228832244873, "fraction_gt1": 0.138550135501355, "n_inside": 742, "n_interface": 973, "n_outside": 1237, "selected_inside_frac": 0.07954545454545454, "selected_interface_frac": 0.7045454545454546, "selected_outside_frac": 0.2159090909090909, "selected_x_range": 0.875, "selected_y_range": 0.8333333333333334, "step": 12, "n_elem": 2952, "target_elements": 8000, "gap": 5048, "cutoff_score": 1.6232309341430664, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.29093861579895, "score_mean": -3.624415612080156e-08, "score_p50": 0.16543981432914734, "score_p90": 1.1564102172851562, "fraction_gt1": 0.1377672209026128, "n_inside": 782, "n_interface": 1243, "n_outside": 1343, "selected_inside_frac": 0.039603960396039604, "selected_interface_frac": 0.49504950495049505, "selected_outside_frac": 0.46534653465346537, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3368, "target_elements": 8000, "gap": 4632, "cutoff_score": 1.721346378326416, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5896122455596924, "score_mean": -6.27933687269433e-08, "score_p50": -0.3668113350868225, "score_p90": 1.2268959283828735, "fraction_gt1": 0.1309156378600823, "n_inside": 800, "n_interface": 1507, "n_outside": 1581, "selected_inside_frac": 0.06896551724137931, "selected_interface_frac": 0.23275862068965517, "selected_outside_frac": 0.6982758620689655, "selected_x_range": 0.9375, "selected_y_range": 0.9166666666666667, "step": 14, "n_elem": 3888, "target_elements": 8000, "gap": 4112, "cutoff_score": 1.697272539138794, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5221729278564453, "score_mean": 0.0, "score_p50": -0.2698265612125397, "score_p90": 1.1809849739074707, "fraction_gt1": 0.12090118224403301, "n_inside": 836, "n_interface": 1671, "n_outside": 1976, "selected_inside_frac": 0.007462686567164179, "selected_interface_frac": 0.2835820895522388, "selected_outside_frac": 0.7089552238805971, "selected_x_range": 0.96875, "selected_y_range": 0.9791666666666667, "step": 15, "n_elem": 4483, "target_elements": 8000, "gap": 3517, "cutoff_score": 1.6931195259094238, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2133965492248535, "score_mean": -9.521865251826966e-08, "score_p50": -0.14376068115234375, "score_p90": 1.0438332557678223, "fraction_gt1": 0.10393915756630265, "n_inside": 838, "n_interface": 1886, "n_outside": 2404, "selected_inside_frac": 0.058823529411764705, "selected_interface_frac": 0.20261437908496732, "selected_outside_frac": 0.738562091503268, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.96875, "step": 16, "n_elem": 5128, "target_elements": 8000, "gap": 2872, "cutoff_score": 1.5678880214691162, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2738447189331055, "score_mean": -4.1898168490206444e-08, "score_p50": 0.0102003812789917, "score_p90": 0.9817618131637573, "fraction_gt1": 0.09490303758366227, "n_inside": 888, "n_interface": 2073, "n_outside": 2866, "selected_inside_frac": 0.7988505747126436, "selected_interface_frac": 0.06321839080459771, "selected_outside_frac": 0.13793103448275862, "selected_x_range": 0.96875, "selected_y_range": 0.7291666666666667, "step": 17, "n_elem": 5827, "target_elements": 8000, "gap": 2173, "cutoff_score": 1.7144780158996582, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4224061965942383, "score_mean": 1.824668416361419e-08, "score_p50": -0.38230228424072266, "score_p90": 1.1399435997009277, "fraction_gt1": 0.1508221225710015, "n_inside": 1464, "n_interface": 2236, "n_outside": 2990, "selected_inside_frac": 0.135, "selected_interface_frac": 0.605, "selected_outside_frac": 0.26, "selected_x_range": 0.90625, "selected_y_range": 0.96875, "step": 18, "n_elem": 6690, "target_elements": 8000, "gap": 1310, "cutoff_score": 1.6067848205566406, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3871009349823, "score_mean": -8.023551600899737e-08, "score_p50": -0.39089423418045044, "score_p90": 1.2331751585006714, "fraction_gt1": 0.145786775338504, "n_inside": 1578, "n_interface": 2774, "n_outside": 3255, "selected_inside_frac": 0.03816793893129771, "selected_interface_frac": 0.5343511450381679, "selected_outside_frac": 0.42748091603053434, "selected_x_range": 0.8385416666666667, "selected_y_range": 0.9166666666666667, "step": 19, "n_elem": 7607, "target_elements": 8000, "gap": 393, "cutoff_score": 1.6123685836791992, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 44, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.10164776360874636, "max_err": 0.2381330850044614, "actual_elements": 2026, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.46692657470703125, "score_mean": 0.1972636878490448, "score_p50": 0.16678009927272797, "score_p90": 0.436911940574646, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 409, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.3125, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.46692657470703125, "num_tied_at_cutoff": 52, "score_decreased": null }, { "score_max": 0.46692657470703125, "score_mean": 0.18225760757923126, "score_p50": 0.16678009927272797, "score_p90": 0.23346328735351562, "fraction_gt1": 0.0, "n_inside": 112, "n_interface": 459, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 622, "target_elements": 2000, "gap": 1378, "cutoff_score": 0.46692657470703125, "num_tied_at_cutoff": 20, "score_decreased": true }, { "score_max": 0.3301669657230377, "score_mean": 0.17880086600780487, "score_p50": 0.16678009927272797, "score_p90": 0.23346328735351562, "fraction_gt1": 0.0, "n_inside": 187, "n_interface": 460, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.34374999999999994, "selected_y_range": 0.3125, "step": 2, "n_elem": 698, "target_elements": 2000, "gap": 1302, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 176, "score_decreased": true }, { "score_max": 0.23346328735351562, "score_mean": 0.1577131599187851, "score_p50": 0.16678009927272797, "score_p90": 0.23346328735351562, "fraction_gt1": 0.0, "n_inside": 284, "n_interface": 535, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.31249999999999994, "selected_y_range": 0.29166666666666674, "step": 3, "n_elem": 870, "target_elements": 2000, "gap": 1130, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.23346328735351562, "score_mean": 0.14291533827781677, "score_p50": 0.16508348286151886, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 395, "n_interface": 592, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.22916666666666669, "selected_y_range": 0.22916666666666674, "step": 4, "n_elem": 1038, "target_elements": 2000, "gap": 962, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.23346328735351562, "score_mean": 0.13456887006759644, "score_p50": 0.11793133616447449, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 549, "n_interface": 592, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666663, "selected_y_range": 0.16666666666666674, "step": 5, "n_elem": 1192, "target_elements": 2000, "gap": 808, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 36, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.12855827808380127, "score_p50": 0.11673164367675781, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 592, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1328, "target_elements": 2000, "gap": 672, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 412, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.11879178881645203, "score_p50": 0.11673164367675781, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 800, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.625, "step": 7, "n_elem": 1536, "target_elements": 2000, "gap": 464, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 334, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.11050533503293991, "score_p50": 0.11673164367675781, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 1034, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.7083333333333333, "step": 8, "n_elem": 1770, "target_elements": 2000, "gap": 230, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 250, "score_decreased": true } ], "sample_id": 45, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.10044568954817432, "max_err": 0.23989252017834473, "actual_elements": 2127, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9829397201538086, "score_mean": 0.11538833379745483, "score_p50": 9.142992141164541e-09, "score_p90": 0.7855992317199707, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 409, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.29166666666666674, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9598034024238586, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9774057269096375, "score_mean": 0.09936530888080597, "score_p50": 1.5887785309587343e-07, "score_p90": 0.4050027132034302, "fraction_gt1": 0.0, "n_inside": 112, "n_interface": 431, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 594, "target_elements": 2000, "gap": 1406, "cutoff_score": 0.9496873021125793, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9578854441642761, "score_mean": 0.12836278975009918, "score_p50": 1.897788024507463e-05, "score_p90": 0.5261281728744507, "fraction_gt1": 0.0, "n_inside": 179, "n_interface": 442, "n_outside": 51, "selected_inside_frac": 0.3, "selected_interface_frac": 0.7, "selected_outside_frac": 0.0, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.4375, "step": 2, "n_elem": 672, "target_elements": 2000, "gap": 1328, "cutoff_score": 0.8593349456787109, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.982745349407196, "score_mean": 0.19658970832824707, "score_p50": 6.976926670176908e-05, "score_p90": 0.8978148698806763, "fraction_gt1": 0.0, "n_inside": 220, "n_interface": 525, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.26041666666666674, "step": 3, "n_elem": 796, "target_elements": 2000, "gap": 1204, "cutoff_score": 0.9543672204017639, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9836639165878296, "score_mean": 0.17956803739070892, "score_p50": 0.0004764766781590879, "score_p90": 0.8700332641601562, "fraction_gt1": 0.0, "n_inside": 349, "n_interface": 532, "n_outside": 51, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.42708333333333337, "selected_y_range": 0.4479166666666667, "step": 4, "n_elem": 932, "target_elements": 2000, "gap": 1068, "cutoff_score": 0.9588744640350342, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9805709719657898, "score_mean": 0.1556427925825119, "score_p50": 0.001968229888007045, "score_p90": 0.789807915687561, "fraction_gt1": 0.0, "n_inside": 452, "n_interface": 595, "n_outside": 51, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.46874999999999994, "selected_y_range": 0.44791666666666663, "step": 5, "n_elem": 1098, "target_elements": 2000, "gap": 902, "cutoff_score": 0.9400981664657593, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9841694831848145, "score_mean": 0.1513286978006363, "score_p50": 0.004049495793879032, "score_p90": 0.6672315001487732, "fraction_gt1": 0.0, "n_inside": 552, "n_interface": 689, "n_outside": 51, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.5263157894736842, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1292, "target_elements": 2000, "gap": 708, "cutoff_score": 0.908717930316925, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9749155044555664, "score_mean": 0.16148923337459564, "score_p50": 0.005321210250258446, "score_p90": 0.7083604335784912, "fraction_gt1": 0.0, "n_inside": 662, "n_interface": 811, "n_outside": 51, "selected_inside_frac": 0.5777777777777777, "selected_interface_frac": 0.4222222222222222, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.5416666666666667, "step": 7, "n_elem": 1524, "target_elements": 2000, "gap": 476, "cutoff_score": 0.8850557804107666, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9734304547309875, "score_mean": 0.16254322230815887, "score_p50": 0.005527903791517019, "score_p90": 0.6944942474365234, "fraction_gt1": 0.0, "n_inside": 836, "n_interface": 925, "n_outside": 51, "selected_inside_frac": 0.5925925925925926, "selected_interface_frac": 0.4074074074074074, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.59375, "step": 8, "n_elem": 1812, "target_elements": 2000, "gap": 188, "cutoff_score": 0.9001723527908325, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 45, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.10114910381217322, "max_err": 0.2363275308980443, "actual_elements": 2032, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 2.985250949859619, "score_mean": 2.0302832126617432e-07, "score_p50": -0.3673672080039978, "score_p90": 1.8632582426071167, "fraction_gt1": 0.111328125, "n_inside": 52, "n_interface": 409, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.29166666666666674, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 2.945297956466675, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.806316375732422, "score_mean": -3.853229557648774e-08, "score_p50": -0.3559892773628235, "score_p90": 0.8324110507965088, "fraction_gt1": 0.08754208754208755, "n_inside": 112, "n_interface": 431, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 594, "target_elements": 2000, "gap": 1406, "cutoff_score": 3.749636173248291, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.891535758972168, "score_mean": -1.1353265705338345e-07, "score_p50": -0.4377170205116272, "score_p90": 1.3143101930618286, "fraction_gt1": 0.14732142857142858, "n_inside": 179, "n_interface": 442, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3229166666666667, "selected_y_range": 0.29166666666666674, "step": 2, "n_elem": 672, "target_elements": 2000, "gap": 1328, "cutoff_score": 1.9221196174621582, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.0158891677856445, "score_mean": 1.931492334961149e-07, "score_p50": -0.2997561991214752, "score_p90": 1.5917011499404907, "fraction_gt1": 0.1620253164556962, "n_inside": 276, "n_interface": 463, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.28124999999999994, "selected_y_range": 0.25, "step": 3, "n_elem": 790, "target_elements": 2000, "gap": 1210, "cutoff_score": 1.919670581817627, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.272526264190674, "score_mean": 1.575635764083927e-07, "score_p50": -0.11078843474388123, "score_p90": 1.327671766281128, "fraction_gt1": 0.13695652173913042, "n_inside": 401, "n_interface": 468, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18749999999999994, "selected_y_range": 0.32291666666666674, "step": 4, "n_elem": 920, "target_elements": 2000, "gap": 1080, "cutoff_score": 2.201561212539673, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5379066467285156, "score_mean": 2.8204786062246967e-08, "score_p50": 0.06667152047157288, "score_p90": 1.1774916648864746, "fraction_gt1": 0.1044362292051756, "n_inside": 517, "n_interface": 514, "n_outside": 51, "selected_inside_frac": 0.84375, "selected_interface_frac": 0.15625, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.375, "step": 5, "n_elem": 1082, "target_elements": 2000, "gap": 918, "cutoff_score": 1.6681004762649536, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.437368392944336, "score_mean": -6.084046333398874e-08, "score_p50": 0.2000058889389038, "score_p90": 1.0697492361068726, "fraction_gt1": 0.10685805422647528, "n_inside": 642, "n_interface": 561, "n_outside": 51, "selected_inside_frac": 0.02702702702702703, "selected_interface_frac": 0.972972972972973, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1254, "target_elements": 2000, "gap": 746, "cutoff_score": 1.81544029712677, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9808833599090576, "score_mean": 1.713267607783564e-07, "score_p50": -0.26228636503219604, "score_p90": 0.9367687106132507, "fraction_gt1": 0.09052631578947369, "n_inside": 645, "n_interface": 729, "n_outside": 51, "selected_inside_frac": 0.6190476190476191, "selected_interface_frac": 0.38095238095238093, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.45833333333333326, "step": 7, "n_elem": 1425, "target_elements": 2000, "gap": 575, "cutoff_score": 1.6862897872924805, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0451173782348633, "score_mean": -3.6395441327385925e-08, "score_p50": -0.21102309226989746, "score_p90": 0.9577268362045288, "fraction_gt1": 0.09540846750149076, "n_inside": 783, "n_interface": 843, "n_outside": 51, "selected_inside_frac": 0.62, "selected_interface_frac": 0.38, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.5729166666666667, "step": 8, "n_elem": 1677, "target_elements": 2000, "gap": 323, "cutoff_score": 1.4238741397857666, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.09737491607666, "score_mean": 1.2367813440050668e-07, "score_p50": -0.10349729657173157, "score_p90": 0.9387032389640808, "fraction_gt1": 0.08865248226950355, "n_inside": 946, "n_interface": 977, "n_outside": 51, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.5416666666666667, "step": 9, "n_elem": 1974, "target_elements": 2000, "gap": 26, "cutoff_score": 1.88638174533844, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 45, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.10072422656003122, "max_err": 0.24449168856839887, "actual_elements": 4096, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.46692657470703125, "score_mean": 0.1972636878490448, "score_p50": 0.16678009927272797, "score_p90": 0.436911940574646, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 409, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.3125, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.46692657470703125, "num_tied_at_cutoff": 52, "score_decreased": null }, { "score_max": 0.46692657470703125, "score_mean": 0.18225760757923126, "score_p50": 0.16678009927272797, "score_p90": 0.23346328735351562, "fraction_gt1": 0.0, "n_inside": 112, "n_interface": 459, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 622, "target_elements": 4000, "gap": 3378, "cutoff_score": 0.46692657470703125, "num_tied_at_cutoff": 20, "score_decreased": true }, { "score_max": 0.3301669657230377, "score_mean": 0.17880086600780487, "score_p50": 0.16678009927272797, "score_p90": 0.23346328735351562, "fraction_gt1": 0.0, "n_inside": 187, "n_interface": 460, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.34374999999999994, "selected_y_range": 0.3125, "step": 2, "n_elem": 698, "target_elements": 4000, "gap": 3302, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 176, "score_decreased": true }, { "score_max": 0.23346328735351562, "score_mean": 0.1577131599187851, "score_p50": 0.16678009927272797, "score_p90": 0.23346328735351562, "fraction_gt1": 0.0, "n_inside": 284, "n_interface": 535, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.31249999999999994, "selected_y_range": 0.29166666666666674, "step": 3, "n_elem": 870, "target_elements": 4000, "gap": 3130, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.23346328735351562, "score_mean": 0.14291533827781677, "score_p50": 0.16508348286151886, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 395, "n_interface": 592, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.22916666666666669, "selected_y_range": 0.22916666666666674, "step": 4, "n_elem": 1038, "target_elements": 4000, "gap": 2962, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.23346328735351562, "score_mean": 0.13456887006759644, "score_p50": 0.11793133616447449, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 549, "n_interface": 592, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666663, "selected_y_range": 0.16666666666666674, "step": 5, "n_elem": 1192, "target_elements": 4000, "gap": 2808, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 36, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.12855827808380127, "score_p50": 0.11673164367675781, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 592, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1328, "target_elements": 4000, "gap": 2672, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 412, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.11879178881645203, "score_p50": 0.11673164367675781, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 800, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.625, "step": 7, "n_elem": 1536, "target_elements": 4000, "gap": 2464, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 334, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.11050533503293991, "score_p50": 0.11673164367675781, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 1034, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.7083333333333333, "step": 8, "n_elem": 1770, "target_elements": 4000, "gap": 2230, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 250, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.10365334898233414, "score_p50": 0.08339004963636398, "score_p90": 0.16508348286151886, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 1290, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 2026, "target_elements": 4000, "gap": 1974, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 156, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.09830325841903687, "score_p50": 0.08339004963636398, "score_p90": 0.11793133616447449, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 1546, "n_outside": 51, "selected_inside_frac": 0.029411764705882353, "selected_interface_frac": 0.22058823529411764, "selected_outside_frac": 0.75, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8177083333333333, "step": 10, "n_elem": 2282, "target_elements": 4000, "gap": 1718, "cutoff_score": 0.16508348286151886, "num_tied_at_cutoff": 108, "score_decreased": true }, { "score_max": 0.16508348286151886, "score_mean": 0.0940365195274353, "score_p50": 0.08339004963636398, "score_p90": 0.11673164367675781, "fraction_gt1": 0.0, "n_inside": 694, "n_interface": 1630, "n_outside": 198, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333337, "selected_y_range": 0.33333333333333326, "step": 11, "n_elem": 2522, "target_elements": 4000, "gap": 1478, "cutoff_score": 0.16508348286151886, "num_tied_at_cutoff": 103, "score_decreased": true }, { "score_max": 0.16508348286151886, "score_mean": 0.0886969342827797, "score_p50": 0.08339004963636398, "score_p90": 0.11673164367675781, "fraction_gt1": 0.0, "n_inside": 990, "n_interface": 1680, "n_outside": 198, "selected_inside_frac": 0.23255813953488372, "selected_interface_frac": 0.7674418604651163, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.7708333333333334, "step": 12, "n_elem": 2868, "target_elements": 4000, "gap": 1132, "cutoff_score": 0.11793133616447449, "num_tied_at_cutoff": 104, "score_decreased": true }, { "score_max": 0.11793133616447449, "score_mean": 0.08282899856567383, "score_p50": 0.08339004963636398, "score_p90": 0.11673164367675781, "fraction_gt1": 0.0, "n_inside": 1080, "n_interface": 1993, "n_outside": 198, "selected_inside_frac": 0.6428571428571429, "selected_interface_frac": 0.35714285714285715, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8958333333333334, "step": 13, "n_elem": 3271, "target_elements": 4000, "gap": 729, "cutoff_score": 0.11673164367675781, "num_tied_at_cutoff": 496, "score_decreased": true }, { "score_max": 0.11673164367675781, "score_mean": 0.07556837052106857, "score_p50": 0.08254174143075943, "score_p90": 0.08339004963636398, "fraction_gt1": 0.0, "n_inside": 1402, "n_interface": 2272, "n_outside": 198, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.28645833333333326, "step": 14, "n_elem": 3872, "target_elements": 4000, "gap": 128, "cutoff_score": 0.11673164367675781, "num_tied_at_cutoff": 386, "score_decreased": true } ], "sample_id": 45, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.0998746585390048, "max_err": 0.2472443816146344, "actual_elements": 4097, "num_steps": 13, "num_solves": 1, "score_stats": [ { "score_max": 0.9829397201538086, "score_mean": 0.11538833379745483, "score_p50": 9.142992141164541e-09, "score_p90": 0.7855992317199707, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 409, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.29166666666666674, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9598034024238586, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9774057269096375, "score_mean": 0.09936530888080597, "score_p50": 1.5887785309587343e-07, "score_p90": 0.4050027132034302, "fraction_gt1": 0.0, "n_inside": 112, "n_interface": 431, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 594, "target_elements": 4000, "gap": 3406, "cutoff_score": 0.9496873021125793, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9578854441642761, "score_mean": 0.12836278975009918, "score_p50": 1.897788024507463e-05, "score_p90": 0.5261281728744507, "fraction_gt1": 0.0, "n_inside": 179, "n_interface": 442, "n_outside": 51, "selected_inside_frac": 0.3, "selected_interface_frac": 0.7, "selected_outside_frac": 0.0, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.4375, "step": 2, "n_elem": 672, "target_elements": 4000, "gap": 3328, "cutoff_score": 0.8593349456787109, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.982745349407196, "score_mean": 0.19658970832824707, "score_p50": 6.976926670176908e-05, "score_p90": 0.8978148698806763, "fraction_gt1": 0.0, "n_inside": 220, "n_interface": 525, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.26041666666666674, "step": 3, "n_elem": 796, "target_elements": 4000, "gap": 3204, "cutoff_score": 0.9543672204017639, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9836639165878296, "score_mean": 0.17956803739070892, "score_p50": 0.0004764766781590879, "score_p90": 0.8700332641601562, "fraction_gt1": 0.0, "n_inside": 349, "n_interface": 532, "n_outside": 51, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.42708333333333337, "selected_y_range": 0.4479166666666667, "step": 4, "n_elem": 932, "target_elements": 4000, "gap": 3068, "cutoff_score": 0.9588744640350342, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9805709719657898, "score_mean": 0.1556427925825119, "score_p50": 0.001968229888007045, "score_p90": 0.789807915687561, "fraction_gt1": 0.0, "n_inside": 452, "n_interface": 595, "n_outside": 51, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.46874999999999994, "selected_y_range": 0.44791666666666663, "step": 5, "n_elem": 1098, "target_elements": 4000, "gap": 2902, "cutoff_score": 0.9400981664657593, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9841694831848145, "score_mean": 0.1513286978006363, "score_p50": 0.004049495793879032, "score_p90": 0.6672315001487732, "fraction_gt1": 0.0, "n_inside": 552, "n_interface": 689, "n_outside": 51, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.5263157894736842, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1292, "target_elements": 4000, "gap": 2708, "cutoff_score": 0.908717930316925, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9749155044555664, "score_mean": 0.16148923337459564, "score_p50": 0.005321210250258446, "score_p90": 0.7083604335784912, "fraction_gt1": 0.0, "n_inside": 662, "n_interface": 811, "n_outside": 51, "selected_inside_frac": 0.5777777777777777, "selected_interface_frac": 0.4222222222222222, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.5416666666666667, "step": 7, "n_elem": 1524, "target_elements": 4000, "gap": 2476, "cutoff_score": 0.8850557804107666, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9734304547309875, "score_mean": 0.16254322230815887, "score_p50": 0.005527903791517019, "score_p90": 0.6944942474365234, "fraction_gt1": 0.0, "n_inside": 836, "n_interface": 925, "n_outside": 51, "selected_inside_frac": 0.5925925925925926, "selected_interface_frac": 0.4074074074074074, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.59375, "step": 8, "n_elem": 1812, "target_elements": 4000, "gap": 2188, "cutoff_score": 0.9001723527908325, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9715894460678101, "score_mean": 0.17008744180202484, "score_p50": 0.0049429084174335, "score_p90": 0.701798677444458, "fraction_gt1": 0.0, "n_inside": 1007, "n_interface": 1069, "n_outside": 51, "selected_inside_frac": 0.42857142857142855, "selected_interface_frac": 0.5714285714285714, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.59375, "step": 9, "n_elem": 2127, "target_elements": 4000, "gap": 1873, "cutoff_score": 0.8941566348075867, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9855085015296936, "score_mean": 0.16736336052417755, "score_p50": 0.0048706866800785065, "score_p90": 0.7298930287361145, "fraction_gt1": 0.0, "n_inside": 1179, "n_interface": 1277, "n_outside": 51, "selected_inside_frac": 0.29333333333333333, "selected_interface_frac": 0.7066666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.625, "step": 10, "n_elem": 2507, "target_elements": 4000, "gap": 1493, "cutoff_score": 0.8925042152404785, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9705661535263062, "score_mean": 0.16741128265857697, "score_p50": 0.004458220675587654, "score_p90": 0.7226732969284058, "fraction_gt1": 0.0, "n_inside": 1320, "n_interface": 1570, "n_outside": 51, "selected_inside_frac": 0.6590909090909091, "selected_interface_frac": 0.3068181818181818, "selected_outside_frac": 0.03409090909090909, "selected_x_range": 0.9375, "selected_y_range": 0.78125, "step": 11, "n_elem": 2941, "target_elements": 4000, "gap": 1059, "cutoff_score": 0.8931670784950256, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9781345129013062, "score_mean": 0.16466625034809113, "score_p50": 0.0032904502004384995, "score_p90": 0.7180671095848083, "fraction_gt1": 0.0, "n_inside": 1694, "n_interface": 1727, "n_outside": 63, "selected_inside_frac": 0.40384615384615385, "selected_interface_frac": 0.5961538461538461, "selected_outside_frac": 0.0, "selected_x_range": 0.9270833333333333, "selected_y_range": 0.7604166666666667, "step": 12, "n_elem": 3484, "target_elements": 4000, "gap": 516, "cutoff_score": 0.8935048580169678, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 45, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.10124441679123285, "max_err": 0.2446723709217445, "actual_elements": 4106, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 2.985250949859619, "score_mean": 2.0302832126617432e-07, "score_p50": -0.3673672080039978, "score_p90": 1.8632582426071167, "fraction_gt1": 0.111328125, "n_inside": 52, "n_interface": 409, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.29166666666666674, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 2.945297956466675, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.806316375732422, "score_mean": -3.853229557648774e-08, "score_p50": -0.3559892773628235, "score_p90": 0.8324110507965088, "fraction_gt1": 0.08754208754208755, "n_inside": 112, "n_interface": 431, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 594, "target_elements": 4000, "gap": 3406, "cutoff_score": 3.749636173248291, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.891535758972168, "score_mean": -1.1353265705338345e-07, "score_p50": -0.4377170205116272, "score_p90": 1.3143101930618286, "fraction_gt1": 0.14732142857142858, "n_inside": 179, "n_interface": 442, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3229166666666667, "selected_y_range": 0.29166666666666674, "step": 2, "n_elem": 672, "target_elements": 4000, "gap": 3328, "cutoff_score": 1.9221196174621582, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.0158891677856445, "score_mean": 1.931492334961149e-07, "score_p50": -0.2997561991214752, "score_p90": 1.5917011499404907, "fraction_gt1": 0.1620253164556962, "n_inside": 276, "n_interface": 463, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.28124999999999994, "selected_y_range": 0.25, "step": 3, "n_elem": 790, "target_elements": 4000, "gap": 3210, "cutoff_score": 1.919670581817627, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.272526264190674, "score_mean": 1.575635764083927e-07, "score_p50": -0.11078843474388123, "score_p90": 1.327671766281128, "fraction_gt1": 0.13695652173913042, "n_inside": 401, "n_interface": 468, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18749999999999994, "selected_y_range": 0.32291666666666674, "step": 4, "n_elem": 920, "target_elements": 4000, "gap": 3080, "cutoff_score": 2.201561212539673, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5379066467285156, "score_mean": 2.8204786062246967e-08, "score_p50": 0.06667152047157288, "score_p90": 1.1774916648864746, "fraction_gt1": 0.1044362292051756, "n_inside": 517, "n_interface": 514, "n_outside": 51, "selected_inside_frac": 0.84375, "selected_interface_frac": 0.15625, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.375, "step": 5, "n_elem": 1082, "target_elements": 4000, "gap": 2918, "cutoff_score": 1.6681004762649536, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.437368392944336, "score_mean": -6.084046333398874e-08, "score_p50": 0.2000058889389038, "score_p90": 1.0697492361068726, "fraction_gt1": 0.10685805422647528, "n_inside": 642, "n_interface": 561, "n_outside": 51, "selected_inside_frac": 0.02702702702702703, "selected_interface_frac": 0.972972972972973, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1254, "target_elements": 4000, "gap": 2746, "cutoff_score": 1.81544029712677, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9808833599090576, "score_mean": 1.713267607783564e-07, "score_p50": -0.26228636503219604, "score_p90": 0.9367687106132507, "fraction_gt1": 0.09052631578947369, "n_inside": 645, "n_interface": 729, "n_outside": 51, "selected_inside_frac": 0.6190476190476191, "selected_interface_frac": 0.38095238095238093, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.45833333333333326, "step": 7, "n_elem": 1425, "target_elements": 4000, "gap": 2575, "cutoff_score": 1.6862897872924805, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0451173782348633, "score_mean": -3.6395441327385925e-08, "score_p50": -0.21102309226989746, "score_p90": 0.9577268362045288, "fraction_gt1": 0.09540846750149076, "n_inside": 783, "n_interface": 843, "n_outside": 51, "selected_inside_frac": 0.62, "selected_interface_frac": 0.38, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.5729166666666667, "step": 8, "n_elem": 1677, "target_elements": 4000, "gap": 2323, "cutoff_score": 1.4238741397857666, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.09737491607666, "score_mean": 1.2367813440050668e-07, "score_p50": -0.10349729657173157, "score_p90": 0.9387032389640808, "fraction_gt1": 0.08865248226950355, "n_inside": 946, "n_interface": 977, "n_outside": 51, "selected_inside_frac": 0.6949152542372882, "selected_interface_frac": 0.3050847457627119, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.6354166666666667, "step": 9, "n_elem": 1974, "target_elements": 4000, "gap": 2026, "cutoff_score": 1.3739441633224487, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1809048652648926, "score_mean": -2.6467978031519124e-08, "score_p50": -0.4333856403827667, "score_p90": 1.0722705125808716, "fraction_gt1": 0.12966175195143104, "n_inside": 1143, "n_interface": 1112, "n_outside": 51, "selected_inside_frac": 0.4492753623188406, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.028985507246376812, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7604166666666667, "step": 10, "n_elem": 2306, "target_elements": 4000, "gap": 1694, "cutoff_score": 1.4577986001968384, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4238688945770264, "score_mean": -6.857882794975012e-08, "score_p50": -0.3890001177787781, "score_p90": 1.1290966272354126, "fraction_gt1": 0.1707865168539326, "n_inside": 1327, "n_interface": 1285, "n_outside": 58, "selected_inside_frac": 0.75, "selected_interface_frac": 0.225, "selected_outside_frac": 0.025, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.84375, "step": 11, "n_elem": 2670, "target_elements": 4000, "gap": 1330, "cutoff_score": 1.537851333618164, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3841562271118164, "score_mean": -1.3768807605174516e-07, "score_p50": -0.27604392170906067, "score_p90": 1.290246605873108, "fraction_gt1": 0.1498549790525298, "n_inside": 1629, "n_interface": 1403, "n_outside": 71, "selected_inside_frac": 0.6559139784946236, "selected_interface_frac": 0.3010752688172043, "selected_outside_frac": 0.043010752688172046, "selected_x_range": 0.9375, "selected_y_range": 0.96875, "step": 12, "n_elem": 3103, "target_elements": 4000, "gap": 897, "cutoff_score": 1.5840322971343994, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.395561456680298, "score_mean": -1.006074015208469e-07, "score_p50": -0.13134852051734924, "score_p90": 1.2579981088638306, "fraction_gt1": 0.1239010989010989, "n_inside": 1962, "n_interface": 1581, "n_outside": 97, "selected_inside_frac": 0.28440366972477066, "selected_interface_frac": 0.5504587155963303, "selected_outside_frac": 0.1651376146788991, "selected_x_range": 0.96875, "selected_y_range": 0.8854166666666666, "step": 13, "n_elem": 3640, "target_elements": 4000, "gap": 360, "cutoff_score": 1.647878885269165, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 45, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.10028907305098234, "max_err": 0.25042689663622075, "actual_elements": 8150, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.46692657470703125, "score_mean": 0.1972636878490448, "score_p50": 0.16678009927272797, "score_p90": 0.436911940574646, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 409, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.3125, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.46692657470703125, "num_tied_at_cutoff": 52, "score_decreased": null }, { "score_max": 0.46692657470703125, "score_mean": 0.18225760757923126, "score_p50": 0.16678009927272797, "score_p90": 0.23346328735351562, "fraction_gt1": 0.0, "n_inside": 112, "n_interface": 459, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.20833333333333326, "step": 1, "n_elem": 622, "target_elements": 8000, "gap": 7378, "cutoff_score": 0.46692657470703125, "num_tied_at_cutoff": 20, "score_decreased": true }, { "score_max": 0.3301669657230377, "score_mean": 0.17880086600780487, "score_p50": 0.16678009927272797, "score_p90": 0.23346328735351562, "fraction_gt1": 0.0, "n_inside": 187, "n_interface": 460, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.34374999999999994, "selected_y_range": 0.3125, "step": 2, "n_elem": 698, "target_elements": 8000, "gap": 7302, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 176, "score_decreased": true }, { "score_max": 0.23346328735351562, "score_mean": 0.1577131599187851, "score_p50": 0.16678009927272797, "score_p90": 0.23346328735351562, "fraction_gt1": 0.0, "n_inside": 284, "n_interface": 535, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.31249999999999994, "selected_y_range": 0.29166666666666674, "step": 3, "n_elem": 870, "target_elements": 8000, "gap": 7130, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.23346328735351562, "score_mean": 0.14291533827781677, "score_p50": 0.16508348286151886, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 395, "n_interface": 592, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.22916666666666669, "selected_y_range": 0.22916666666666674, "step": 4, "n_elem": 1038, "target_elements": 8000, "gap": 6962, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.23346328735351562, "score_mean": 0.13456887006759644, "score_p50": 0.11793133616447449, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 549, "n_interface": 592, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666663, "selected_y_range": 0.16666666666666674, "step": 5, "n_elem": 1192, "target_elements": 8000, "gap": 6808, "cutoff_score": 0.23346328735351562, "num_tied_at_cutoff": 36, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.12855827808380127, "score_p50": 0.11673164367675781, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 592, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1328, "target_elements": 8000, "gap": 6672, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 412, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.11879178881645203, "score_p50": 0.11673164367675781, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 800, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.625, "step": 7, "n_elem": 1536, "target_elements": 8000, "gap": 6464, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 334, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.11050533503293991, "score_p50": 0.11673164367675781, "score_p90": 0.16678009927272797, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 1034, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.7083333333333333, "step": 8, "n_elem": 1770, "target_elements": 8000, "gap": 6230, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 250, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.10365334898233414, "score_p50": 0.08339004963636398, "score_p90": 0.16508348286151886, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 1290, "n_outside": 51, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 2026, "target_elements": 8000, "gap": 5974, "cutoff_score": 0.16678009927272797, "num_tied_at_cutoff": 156, "score_decreased": true }, { "score_max": 0.16678009927272797, "score_mean": 0.09830325841903687, "score_p50": 0.08339004963636398, "score_p90": 0.11793133616447449, "fraction_gt1": 0.0, "n_inside": 685, "n_interface": 1546, "n_outside": 51, "selected_inside_frac": 0.029411764705882353, "selected_interface_frac": 0.22058823529411764, "selected_outside_frac": 0.75, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8177083333333333, "step": 10, "n_elem": 2282, "target_elements": 8000, "gap": 5718, "cutoff_score": 0.16508348286151886, "num_tied_at_cutoff": 108, "score_decreased": true }, { "score_max": 0.16508348286151886, "score_mean": 0.0940365195274353, "score_p50": 0.08339004963636398, "score_p90": 0.11673164367675781, "fraction_gt1": 0.0, "n_inside": 694, "n_interface": 1630, "n_outside": 198, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333337, "selected_y_range": 0.33333333333333326, "step": 11, "n_elem": 2522, "target_elements": 8000, "gap": 5478, "cutoff_score": 0.16508348286151886, "num_tied_at_cutoff": 103, "score_decreased": true }, { "score_max": 0.16508348286151886, "score_mean": 0.0886969342827797, "score_p50": 0.08339004963636398, "score_p90": 0.11673164367675781, "fraction_gt1": 0.0, "n_inside": 990, "n_interface": 1680, "n_outside": 198, "selected_inside_frac": 0.23255813953488372, "selected_interface_frac": 0.7674418604651163, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.7708333333333334, "step": 12, "n_elem": 2868, "target_elements": 8000, "gap": 5132, "cutoff_score": 0.11793133616447449, "num_tied_at_cutoff": 104, "score_decreased": true }, { "score_max": 0.11793133616447449, "score_mean": 0.08282899856567383, "score_p50": 0.08339004963636398, "score_p90": 0.11673164367675781, "fraction_gt1": 0.0, "n_inside": 1080, "n_interface": 1993, "n_outside": 198, "selected_inside_frac": 0.6428571428571429, "selected_interface_frac": 0.35714285714285715, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8958333333333334, "step": 13, "n_elem": 3271, "target_elements": 8000, "gap": 4729, "cutoff_score": 0.11673164367675781, "num_tied_at_cutoff": 496, "score_decreased": true }, { "score_max": 0.11673164367675781, "score_mean": 0.07556837052106857, "score_p50": 0.08254174143075943, "score_p90": 0.08339004963636398, "fraction_gt1": 0.0, "n_inside": 1402, "n_interface": 2272, "n_outside": 198, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.28645833333333326, "step": 14, "n_elem": 3872, "target_elements": 8000, "gap": 4128, "cutoff_score": 0.11673164367675781, "num_tied_at_cutoff": 386, "score_decreased": true }, { "score_max": 0.11673164367675781, "score_mean": 0.07142665982246399, "score_p50": 0.08254174143075943, "score_p90": 0.08339004963636398, "fraction_gt1": 0.0, "n_inside": 1892, "n_interface": 2272, "n_outside": 198, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333331, "selected_y_range": 0.20833333333333326, "step": 15, "n_elem": 4362, "target_elements": 8000, "gap": 3638, "cutoff_score": 0.11673164367675781, "num_tied_at_cutoff": 230, "score_decreased": true }, { "score_max": 0.11673164367675781, "score_mean": 0.06797993928194046, "score_p50": 0.058965668082237244, "score_p90": 0.08339004963636398, "fraction_gt1": 0.0, "n_inside": 2404, "n_interface": 2272, "n_outside": 198, "selected_inside_frac": 0.4794520547945205, "selected_interface_frac": 0.5205479452054794, "selected_outside_frac": 0.0, "selected_x_range": 0.44791666666666674, "selected_y_range": 0.44791666666666674, "step": 16, "n_elem": 4874, "target_elements": 8000, "gap": 3126, "cutoff_score": 0.08339004963636398, "num_tied_at_cutoff": 1410, "score_decreased": true }, { "score_max": 0.08339004963636398, "score_mean": 0.06390021741390228, "score_p50": 0.058365821838378906, "score_p90": 0.08339004963636398, "fraction_gt1": 0.0, "n_inside": 2664, "n_interface": 2640, "n_outside": 198, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5729166666666667, "step": 17, "n_elem": 5502, "target_elements": 8000, "gap": 2498, "cutoff_score": 0.08339004963636398, "num_tied_at_cutoff": 1274, "score_decreased": true }, { "score_max": 0.08339004963636398, "score_mean": 0.06000028923153877, "score_p50": 0.058365821838378906, "score_p90": 0.08339004963636398, "fraction_gt1": 0.0, "n_inside": 2664, "n_interface": 3304, "n_outside": 198, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.65625, "step": 18, "n_elem": 6166, "target_elements": 8000, "gap": 1834, "cutoff_score": 0.08339004963636398, "num_tied_at_cutoff": 1060, "score_decreased": true }, { "score_max": 0.08339004963636398, "score_mean": 0.05651777610182762, "score_p50": 0.058365821838378906, "score_p90": 0.08339004963636398, "fraction_gt1": 0.0, "n_inside": 2664, "n_interface": 4050, "n_outside": 198, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.7291666666666667, "step": 19, "n_elem": 6912, "target_elements": 8000, "gap": 1088, "cutoff_score": 0.08339004963636398, "num_tied_at_cutoff": 816, "score_decreased": true }, { "score_max": 0.08339004963636398, "score_mean": 0.053583141416311264, "score_p50": 0.058365821838378906, "score_p90": 0.08254174143075943, "fraction_gt1": 0.0, "n_inside": 2664, "n_interface": 4831, "n_outside": 198, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.78125, "step": 20, "n_elem": 7693, "target_elements": 8000, "gap": 307, "cutoff_score": 0.08339004963636398, "num_tied_at_cutoff": 570, "score_decreased": true } ], "sample_id": 45, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.09972342247226738, "max_err": 0.25070583095942145, "actual_elements": 8111, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9829397201538086, "score_mean": 0.11538833379745483, "score_p50": 9.142992141164541e-09, "score_p90": 0.7855992317199707, "fraction_gt1": 0.0, "n_inside": 52, "n_interface": 409, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.29166666666666674, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9598034024238586, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9774057269096375, "score_mean": 0.09936530888080597, "score_p50": 1.5887785309587343e-07, "score_p90": 0.4050027132034302, "fraction_gt1": 0.0, "n_inside": 112, "n_interface": 431, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 594, "target_elements": 8000, "gap": 7406, "cutoff_score": 0.9496873021125793, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9578854441642761, "score_mean": 0.12836278975009918, "score_p50": 1.897788024507463e-05, "score_p90": 0.5261281728744507, "fraction_gt1": 0.0, "n_inside": 179, "n_interface": 442, "n_outside": 51, "selected_inside_frac": 0.3, "selected_interface_frac": 0.7, "selected_outside_frac": 0.0, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.4375, "step": 2, "n_elem": 672, "target_elements": 8000, "gap": 7328, "cutoff_score": 0.8593349456787109, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.982745349407196, "score_mean": 0.19658970832824707, "score_p50": 6.976926670176908e-05, "score_p90": 0.8978148698806763, "fraction_gt1": 0.0, "n_inside": 220, "n_interface": 525, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.26041666666666674, "step": 3, "n_elem": 796, "target_elements": 8000, "gap": 7204, "cutoff_score": 0.9543672204017639, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9836639165878296, "score_mean": 0.17956803739070892, "score_p50": 0.0004764766781590879, "score_p90": 0.8700332641601562, "fraction_gt1": 0.0, "n_inside": 349, "n_interface": 532, "n_outside": 51, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.42708333333333337, "selected_y_range": 0.4479166666666667, "step": 4, "n_elem": 932, "target_elements": 8000, "gap": 7068, "cutoff_score": 0.9588744640350342, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9805709719657898, "score_mean": 0.1556427925825119, "score_p50": 0.001968229888007045, "score_p90": 0.789807915687561, "fraction_gt1": 0.0, "n_inside": 452, "n_interface": 595, "n_outside": 51, "selected_inside_frac": 0.5, "selected_interface_frac": 0.5, "selected_outside_frac": 0.0, "selected_x_range": 0.46874999999999994, "selected_y_range": 0.44791666666666663, "step": 5, "n_elem": 1098, "target_elements": 8000, "gap": 6902, "cutoff_score": 0.9400981664657593, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9841694831848145, "score_mean": 0.1513286978006363, "score_p50": 0.004049495793879032, "score_p90": 0.6672315001487732, "fraction_gt1": 0.0, "n_inside": 552, "n_interface": 689, "n_outside": 51, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.5263157894736842, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1292, "target_elements": 8000, "gap": 6708, "cutoff_score": 0.908717930316925, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9749155044555664, "score_mean": 0.16148923337459564, "score_p50": 0.005321210250258446, "score_p90": 0.7083604335784912, "fraction_gt1": 0.0, "n_inside": 662, "n_interface": 811, "n_outside": 51, "selected_inside_frac": 0.5777777777777777, "selected_interface_frac": 0.4222222222222222, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.5416666666666667, "step": 7, "n_elem": 1524, "target_elements": 8000, "gap": 6476, "cutoff_score": 0.8850557804107666, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9734304547309875, "score_mean": 0.16254322230815887, "score_p50": 0.005527903791517019, "score_p90": 0.6944942474365234, "fraction_gt1": 0.0, "n_inside": 836, "n_interface": 925, "n_outside": 51, "selected_inside_frac": 0.5925925925925926, "selected_interface_frac": 0.4074074074074074, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.59375, "step": 8, "n_elem": 1812, "target_elements": 8000, "gap": 6188, "cutoff_score": 0.9001723527908325, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9715894460678101, "score_mean": 0.17008744180202484, "score_p50": 0.0049429084174335, "score_p90": 0.701798677444458, "fraction_gt1": 0.0, "n_inside": 1007, "n_interface": 1069, "n_outside": 51, "selected_inside_frac": 0.42857142857142855, "selected_interface_frac": 0.5714285714285714, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.59375, "step": 9, "n_elem": 2127, "target_elements": 8000, "gap": 5873, "cutoff_score": 0.8941566348075867, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9855085015296936, "score_mean": 0.16736336052417755, "score_p50": 0.0048706866800785065, "score_p90": 0.7298930287361145, "fraction_gt1": 0.0, "n_inside": 1179, "n_interface": 1277, "n_outside": 51, "selected_inside_frac": 0.29333333333333333, "selected_interface_frac": 0.7066666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.625, "step": 10, "n_elem": 2507, "target_elements": 8000, "gap": 5493, "cutoff_score": 0.8925042152404785, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9705661535263062, "score_mean": 0.16741128265857697, "score_p50": 0.004458220675587654, "score_p90": 0.7226732969284058, "fraction_gt1": 0.0, "n_inside": 1320, "n_interface": 1570, "n_outside": 51, "selected_inside_frac": 0.6590909090909091, "selected_interface_frac": 0.3068181818181818, "selected_outside_frac": 0.03409090909090909, "selected_x_range": 0.9375, "selected_y_range": 0.78125, "step": 11, "n_elem": 2941, "target_elements": 8000, "gap": 5059, "cutoff_score": 0.8931670784950256, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9781345129013062, "score_mean": 0.16466625034809113, "score_p50": 0.0032904502004384995, "score_p90": 0.7180671095848083, "fraction_gt1": 0.0, "n_inside": 1694, "n_interface": 1727, "n_outside": 63, "selected_inside_frac": 0.40384615384615385, "selected_interface_frac": 0.5961538461538461, "selected_outside_frac": 0.0, "selected_x_range": 0.9270833333333333, "selected_y_range": 0.7604166666666667, "step": 12, "n_elem": 3484, "target_elements": 8000, "gap": 4516, "cutoff_score": 0.8935048580169678, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.971828043460846, "score_mean": 0.1528153419494629, "score_p50": 0.0035006594844162464, "score_p90": 0.6895220279693604, "fraction_gt1": 0.0, "n_inside": 1950, "n_interface": 2084, "n_outside": 63, "selected_inside_frac": 0.4918032786885246, "selected_interface_frac": 0.45081967213114754, "selected_outside_frac": 0.05737704918032787, "selected_x_range": 0.875, "selected_y_range": 0.875, "step": 13, "n_elem": 4097, "target_elements": 8000, "gap": 3903, "cutoff_score": 0.892045795917511, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9823022484779358, "score_mean": 0.1419304758310318, "score_p50": 0.0036555728875100613, "score_p90": 0.6334785223007202, "fraction_gt1": 0.0, "n_inside": 2323, "n_interface": 2406, "n_outside": 99, "selected_inside_frac": 0.4236111111111111, "selected_interface_frac": 0.5763888888888888, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.84375, "step": 14, "n_elem": 4828, "target_elements": 8000, "gap": 3172, "cutoff_score": 0.8623208403587341, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9734023213386536, "score_mean": 0.1396307349205017, "score_p50": 0.003767855931073427, "score_p90": 0.6222659945487976, "fraction_gt1": 0.0, "n_inside": 2694, "n_interface": 2907, "n_outside": 100, "selected_inside_frac": 0.5906432748538012, "selected_interface_frac": 0.391812865497076, "selected_outside_frac": 0.017543859649122806, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9375, "step": 15, "n_elem": 5701, "target_elements": 8000, "gap": 2299, "cutoff_score": 0.8341671228408813, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9840182662010193, "score_mean": 0.14470237493515015, "score_p50": 0.00489109568297863, "score_p90": 0.655266523361206, "fraction_gt1": 0.0, "n_inside": 3286, "n_interface": 3332, "n_outside": 117, "selected_inside_frac": 0.5247524752475248, "selected_interface_frac": 0.47029702970297027, "selected_outside_frac": 0.0049504950495049506, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.953125, "step": 16, "n_elem": 6735, "target_elements": 8000, "gap": 1265, "cutoff_score": 0.8493958711624146, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9674697518348694, "score_mean": 0.15023191273212433, "score_p50": 0.00536104803904891, "score_p90": 0.6418083906173706, "fraction_gt1": 0.0, "n_inside": 3881, "n_interface": 3889, "n_outside": 121, "selected_inside_frac": 0.6666666666666666, "selected_interface_frac": 0.3333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.5286458333333333, "selected_y_range": 0.5130208333333333, "step": 17, "n_elem": 7891, "target_elements": 8000, "gap": 109, "cutoff_score": 0.9351024627685547, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 45, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.09944943493327894, "max_err": 0.24973103469062052, "actual_elements": 8383, "num_steps": 19, "num_solves": 1, "score_stats": [ { "score_max": 2.985250949859619, "score_mean": 2.0302832126617432e-07, "score_p50": -0.3673672080039978, "score_p90": 1.8632582426071167, "fraction_gt1": 0.111328125, "n_inside": 52, "n_interface": 409, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.29166666666666674, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 2.945297956466675, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.806316375732422, "score_mean": -3.853229557648774e-08, "score_p50": -0.3559892773628235, "score_p90": 0.8324110507965088, "fraction_gt1": 0.08754208754208755, "n_inside": 112, "n_interface": 431, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.3125, "step": 1, "n_elem": 594, "target_elements": 8000, "gap": 7406, "cutoff_score": 3.749636173248291, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.891535758972168, "score_mean": -1.1353265705338345e-07, "score_p50": -0.4377170205116272, "score_p90": 1.3143101930618286, "fraction_gt1": 0.14732142857142858, "n_inside": 179, "n_interface": 442, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3229166666666667, "selected_y_range": 0.29166666666666674, "step": 2, "n_elem": 672, "target_elements": 8000, "gap": 7328, "cutoff_score": 1.9221196174621582, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.0158891677856445, "score_mean": 1.931492334961149e-07, "score_p50": -0.2997561991214752, "score_p90": 1.5917011499404907, "fraction_gt1": 0.1620253164556962, "n_inside": 276, "n_interface": 463, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.28124999999999994, "selected_y_range": 0.25, "step": 3, "n_elem": 790, "target_elements": 8000, "gap": 7210, "cutoff_score": 1.919670581817627, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.272526264190674, "score_mean": 1.575635764083927e-07, "score_p50": -0.11078843474388123, "score_p90": 1.327671766281128, "fraction_gt1": 0.13695652173913042, "n_inside": 401, "n_interface": 468, "n_outside": 51, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.18749999999999994, "selected_y_range": 0.32291666666666674, "step": 4, "n_elem": 920, "target_elements": 8000, "gap": 7080, "cutoff_score": 2.201561212539673, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5379066467285156, "score_mean": 2.8204786062246967e-08, "score_p50": 0.06667152047157288, "score_p90": 1.1774916648864746, "fraction_gt1": 0.1044362292051756, "n_inside": 517, "n_interface": 514, "n_outside": 51, "selected_inside_frac": 0.84375, "selected_interface_frac": 0.15625, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.375, "step": 5, "n_elem": 1082, "target_elements": 8000, "gap": 6918, "cutoff_score": 1.6681004762649536, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.437368392944336, "score_mean": -6.084046333398874e-08, "score_p50": 0.2000058889389038, "score_p90": 1.0697492361068726, "fraction_gt1": 0.10685805422647528, "n_inside": 642, "n_interface": 561, "n_outside": 51, "selected_inside_frac": 0.02702702702702703, "selected_interface_frac": 0.972972972972973, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5208333333333333, "step": 6, "n_elem": 1254, "target_elements": 8000, "gap": 6746, "cutoff_score": 1.81544029712677, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9808833599090576, "score_mean": 1.713267607783564e-07, "score_p50": -0.26228636503219604, "score_p90": 0.9367687106132507, "fraction_gt1": 0.09052631578947369, "n_inside": 645, "n_interface": 729, "n_outside": 51, "selected_inside_frac": 0.6190476190476191, "selected_interface_frac": 0.38095238095238093, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.45833333333333326, "step": 7, "n_elem": 1425, "target_elements": 8000, "gap": 6575, "cutoff_score": 1.6862897872924805, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0451173782348633, "score_mean": -3.6395441327385925e-08, "score_p50": -0.21102309226989746, "score_p90": 0.9577268362045288, "fraction_gt1": 0.09540846750149076, "n_inside": 783, "n_interface": 843, "n_outside": 51, "selected_inside_frac": 0.62, "selected_interface_frac": 0.38, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.5729166666666667, "step": 8, "n_elem": 1677, "target_elements": 8000, "gap": 6323, "cutoff_score": 1.4238741397857666, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.09737491607666, "score_mean": 1.2367813440050668e-07, "score_p50": -0.10349729657173157, "score_p90": 0.9387032389640808, "fraction_gt1": 0.08865248226950355, "n_inside": 946, "n_interface": 977, "n_outside": 51, "selected_inside_frac": 0.6949152542372882, "selected_interface_frac": 0.3050847457627119, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.6354166666666667, "step": 9, "n_elem": 1974, "target_elements": 8000, "gap": 6026, "cutoff_score": 1.3739441633224487, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1809048652648926, "score_mean": -2.6467978031519124e-08, "score_p50": -0.4333856403827667, "score_p90": 1.0722705125808716, "fraction_gt1": 0.12966175195143104, "n_inside": 1143, "n_interface": 1112, "n_outside": 51, "selected_inside_frac": 0.4492753623188406, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.028985507246376812, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7604166666666667, "step": 10, "n_elem": 2306, "target_elements": 8000, "gap": 5694, "cutoff_score": 1.4577986001968384, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4238688945770264, "score_mean": -6.857882794975012e-08, "score_p50": -0.3890001177787781, "score_p90": 1.1290966272354126, "fraction_gt1": 0.1707865168539326, "n_inside": 1327, "n_interface": 1285, "n_outside": 58, "selected_inside_frac": 0.75, "selected_interface_frac": 0.225, "selected_outside_frac": 0.025, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.84375, "step": 11, "n_elem": 2670, "target_elements": 8000, "gap": 5330, "cutoff_score": 1.537851333618164, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3841562271118164, "score_mean": -1.3768807605174516e-07, "score_p50": -0.27604392170906067, "score_p90": 1.290246605873108, "fraction_gt1": 0.1498549790525298, "n_inside": 1629, "n_interface": 1403, "n_outside": 71, "selected_inside_frac": 0.6559139784946236, "selected_interface_frac": 0.3010752688172043, "selected_outside_frac": 0.043010752688172046, "selected_x_range": 0.9375, "selected_y_range": 0.96875, "step": 12, "n_elem": 3103, "target_elements": 8000, "gap": 4897, "cutoff_score": 1.5840322971343994, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.395561456680298, "score_mean": -1.006074015208469e-07, "score_p50": -0.13134852051734924, "score_p90": 1.2579981088638306, "fraction_gt1": 0.1239010989010989, "n_inside": 1962, "n_interface": 1581, "n_outside": 97, "selected_inside_frac": 0.28440366972477066, "selected_interface_frac": 0.5504587155963303, "selected_outside_frac": 0.1651376146788991, "selected_x_range": 0.96875, "selected_y_range": 0.8854166666666666, "step": 13, "n_elem": 3640, "target_elements": 8000, "gap": 4360, "cutoff_score": 1.647878885269165, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3620243072509766, "score_mean": 8.918922134171225e-08, "score_p50": -0.007509782910346985, "score_p90": 1.1790645122528076, "fraction_gt1": 0.12493911349245007, "n_inside": 2125, "n_interface": 1809, "n_outside": 172, "selected_inside_frac": 0.34146341463414637, "selected_interface_frac": 0.6585365853658537, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.5520833333333334, "step": 14, "n_elem": 4106, "target_elements": 8000, "gap": 3894, "cutoff_score": 1.5189716815948486, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2448761463165283, "score_mean": -7.729230588893188e-08, "score_p50": 0.1114569902420044, "score_p90": 1.1007888317108154, "fraction_gt1": 0.1270578303081469, "n_inside": 2321, "n_interface": 2245, "n_outside": 172, "selected_inside_frac": 0.1619718309859155, "selected_interface_frac": 0.8380281690140845, "selected_outside_frac": 0.0, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.5833333333333334, "step": 15, "n_elem": 4738, "target_elements": 8000, "gap": 3262, "cutoff_score": 1.6048121452331543, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.34979248046875, "score_mean": -1.927903525711372e-07, "score_p50": -0.20587493479251862, "score_p90": 1.1556166410446167, "fraction_gt1": 0.11835748792270531, "n_inside": 2466, "n_interface": 2744, "n_outside": 172, "selected_inside_frac": 0.7577639751552795, "selected_interface_frac": 0.2422360248447205, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.6458333333333334, "step": 16, "n_elem": 5382, "target_elements": 8000, "gap": 2618, "cutoff_score": 1.6145378351211548, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.6398794651031494, "score_mean": -1.3700372392122517e-07, "score_p50": -0.28187137842178345, "score_p90": 1.0765808820724487, "fraction_gt1": 0.11127144460477793, "n_inside": 3083, "n_interface": 2982, "n_outside": 172, "selected_inside_frac": 0.7272727272727273, "selected_interface_frac": 0.26737967914438504, "selected_outside_frac": 0.0053475935828877, "selected_x_range": 0.9583333333333334, "selected_y_range": 0.7708333333333334, "step": 17, "n_elem": 6237, "target_elements": 8000, "gap": 1763, "cutoff_score": 1.5808980464935303, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.677333354949951, "score_mean": 8.383950245161031e-08, "score_p50": -0.15432746708393097, "score_p90": 0.9257256388664246, "fraction_gt1": 0.09340659340659341, "n_inside": 3773, "n_interface": 3330, "n_outside": 177, "selected_inside_frac": 0.41284403669724773, "selected_interface_frac": 0.46788990825688076, "selected_outside_frac": 0.11926605504587157, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 18, "n_elem": 7280, "target_elements": 8000, "gap": 720, "cutoff_score": 1.4318767786026, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 45, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.11947241508697325, "max_err": 0.18052281201004963, "actual_elements": 2060, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.8316994905471802, "score_mean": 0.35295259952545166, "score_p50": 0.3345019221305847, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 204, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.18750000000000006, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.8316994905471802, "num_tied_at_cutoff": 19, "score_decreased": null }, { "score_max": 0.5881003737449646, "score_mean": 0.3367770314216614, "score_p50": 0.3345019221305847, "score_p90": 0.4158497452735901, "fraction_gt1": 0.0, "n_inside": 74, "n_interface": 229, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.19791666666666669, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 0.4158497452735901, "num_tied_at_cutoff": 70, "score_decreased": true }, { "score_max": 0.4158497452735901, "score_mean": 0.28663983941078186, "score_p50": 0.3345019221305847, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 150, "n_interface": 325, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.16666666666666663, "step": 2, "n_elem": 764, "target_elements": 2000, "gap": 1236, "cutoff_score": 0.4158497452735901, "num_tied_at_cutoff": 29, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.26688235998153687, "score_p50": 0.3345019221305847, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 336, "n_outside": 289, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.39583333333333326, "step": 3, "n_elem": 876, "target_elements": 2000, "gap": 1124, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 456, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.24419711530208588, "score_p50": 0.20792487263679504, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 488, "n_outside": 289, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 1028, "target_elements": 2000, "gap": 972, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 398, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.22553803026676178, "score_p50": 0.20792487263679504, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 660, "n_outside": 289, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6875, "step": 5, "n_elem": 1200, "target_elements": 2000, "gap": 800, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 330, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.21030646562576294, "score_p50": 0.16725096106529236, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 800, "n_outside": 337, "selected_inside_frac": 0.0, "selected_interface_frac": 0.024390243902439025, "selected_outside_frac": 0.975609756097561, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8125, "step": 6, "n_elem": 1388, "target_elements": 2000, "gap": 612, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 260, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.197018101811409, "score_p50": 0.16725096106529236, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 820, "n_outside": 536, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1607, "target_elements": 2000, "gap": 393, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.18564742803573608, "score_p50": 0.16725096106529236, "score_p90": 0.23652857542037964, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 820, "n_outside": 787, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1858, "target_elements": 2000, "gap": 142, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 88, "score_decreased": true } ], "sample_id": 53, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.10149864714754696, "max_err": 0.17180212889737687, "actual_elements": 2158, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9918643236160278, "score_mean": 0.072408527135849, "score_p50": 1.5149925758350946e-08, "score_p90": 0.0317445732653141, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 204, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9791882634162903, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9834572672843933, "score_mean": 0.11121499538421631, "score_p50": 1.8728314898908138e-07, "score_p90": 0.6306324005126953, "fraction_gt1": 0.0, "n_inside": 73, "n_interface": 224, "n_outside": 289, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.13541666666666663, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 0.9272316098213196, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.989058792591095, "score_mean": 0.1307731568813324, "score_p50": 1.289201190957101e-05, "score_p90": 0.7509958148002625, "fraction_gt1": 0.0, "n_inside": 147, "n_interface": 254, "n_outside": 289, "selected_inside_frac": 0.7, "selected_interface_frac": 0.3, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.2916666666666667, "step": 2, "n_elem": 690, "target_elements": 2000, "gap": 1310, "cutoff_score": 0.9636080265045166, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9851796627044678, "score_mean": 0.1294909119606018, "score_p50": 0.00020673367544077337, "score_p90": 0.6808438897132874, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 298, "n_outside": 289, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.75, "selected_outside_frac": 0.16666666666666666, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.47916666666666674, "step": 3, "n_elem": 808, "target_elements": 2000, "gap": 1192, "cutoff_score": 0.962467610836029, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9713051319122314, "score_mean": 0.13745050132274628, "score_p50": 0.0002968155313283205, "score_p90": 0.7180429100990295, "fraction_gt1": 0.0, "n_inside": 231, "n_interface": 405, "n_outside": 310, "selected_inside_frac": 0.32142857142857145, "selected_interface_frac": 0.6071428571428571, "selected_outside_frac": 0.07142857142857142, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.5625, "step": 4, "n_elem": 946, "target_elements": 2000, "gap": 1054, "cutoff_score": 0.8965909481048584, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9713020920753479, "score_mean": 0.1508341282606125, "score_p50": 0.0008761442732065916, "score_p90": 0.7454882264137268, "fraction_gt1": 0.0, "n_inside": 296, "n_interface": 496, "n_outside": 332, "selected_inside_frac": 0.42424242424242425, "selected_interface_frac": 0.45454545454545453, "selected_outside_frac": 0.12121212121212122, "selected_x_range": 0.4375, "selected_y_range": 0.75, "step": 5, "n_elem": 1124, "target_elements": 2000, "gap": 876, "cutoff_score": 0.937321662902832, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9797461628913879, "score_mean": 0.1527404636144638, "score_p50": 0.0014991401694715023, "score_p90": 0.7472468614578247, "fraction_gt1": 0.0, "n_inside": 373, "n_interface": 603, "n_outside": 363, "selected_inside_frac": 0.4, "selected_interface_frac": 0.4, "selected_outside_frac": 0.2, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.9166666666666667, "step": 6, "n_elem": 1339, "target_elements": 2000, "gap": 661, "cutoff_score": 0.9119266271591187, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9731366038322449, "score_mean": 0.14735113084316254, "score_p50": 0.0013266282621771097, "score_p90": 0.6673669219017029, "fraction_gt1": 0.0, "n_inside": 457, "n_interface": 705, "n_outside": 404, "selected_inside_frac": 0.5434782608695652, "selected_interface_frac": 0.43478260869565216, "selected_outside_frac": 0.021739130434782608, "selected_x_range": 0.6770833333333333, "selected_y_range": 0.38541666666666663, "step": 7, "n_elem": 1566, "target_elements": 2000, "gap": 434, "cutoff_score": 0.8897555470466614, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.984162449836731, "score_mean": 0.16239462792873383, "score_p50": 0.0014966848539188504, "score_p90": 0.7458480596542358, "fraction_gt1": 0.0, "n_inside": 595, "n_interface": 848, "n_outside": 417, "selected_inside_frac": 0.06521739130434782, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.15217391304347827, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.8333333333333333, "step": 8, "n_elem": 1860, "target_elements": 2000, "gap": 140, "cutoff_score": 0.923326849937439, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 53, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.10196057103304433, "max_err": 0.17147528435437606, "actual_elements": 2093, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 4.466363430023193, "score_mean": 7.078051567077637e-08, "score_p50": -0.2493157982826233, "score_p90": -0.18304657936096191, "fraction_gt1": 0.0703125, "n_inside": 19, "n_interface": 204, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 4.439901351928711, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.354396820068359, "score_mean": -3.2548612693972245e-07, "score_p50": -0.25135016441345215, "score_p90": 1.3758212327957153, "fraction_gt1": 0.12116040955631399, "n_inside": 73, "n_interface": 224, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.13541666666666663, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 2.38716459274292, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.305842876434326, "score_mean": -4.904610761968797e-08, "score_p50": -0.0007142722606658936, "score_p90": 1.1577554941177368, "fraction_gt1": 0.11, "n_inside": 155, "n_interface": 256, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.07291666666666674, "selected_y_range": 0.18749999999999994, "step": 2, "n_elem": 700, "target_elements": 2000, "gap": 1300, "cutoff_score": 2.030819892883301, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.205253839492798, "score_mean": -9.465750139270313e-08, "score_p50": 0.13012555241584778, "score_p90": 1.30350923538208, "fraction_gt1": 0.11662531017369727, "n_inside": 239, "n_interface": 278, "n_outside": 289, "selected_inside_frac": 0.2916666666666667, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.041666666666666664, "selected_x_range": 0.4375, "selected_y_range": 0.31249999999999994, "step": 3, "n_elem": 806, "target_elements": 2000, "gap": 1194, "cutoff_score": 1.7129453420639038, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9160594940185547, "score_mean": 6.520850348579188e-08, "score_p50": 0.24804328382015228, "score_p90": 0.8844138383865356, "fraction_gt1": 0.0876068376068376, "n_inside": 264, "n_interface": 374, "n_outside": 298, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8214285714285714, "selected_outside_frac": 0.17857142857142858, "selected_x_range": 0.35416666666666674, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 936, "target_elements": 2000, "gap": 1064, "cutoff_score": 1.8643463850021362, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0527615547180176, "score_mean": 4.2861767468593825e-08, "score_p50": -0.12948845326900482, "score_p90": 0.9802822470664978, "fraction_gt1": 0.0945692883895131, "n_inside": 264, "n_interface": 478, "n_outside": 326, "selected_inside_frac": 0.40625, "selected_interface_frac": 0.28125, "selected_outside_frac": 0.3125, "selected_x_range": 0.44791666666666663, "selected_y_range": 0.7708333333333333, "step": 5, "n_elem": 1068, "target_elements": 2000, "gap": 932, "cutoff_score": 1.6808875799179077, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1001570224761963, "score_mean": -9.757818730804502e-08, "score_p50": -0.16123688220977783, "score_p90": 0.9745336174964905, "fraction_gt1": 0.09672262190247802, "n_inside": 322, "n_interface": 548, "n_outside": 381, "selected_inside_frac": 0.08108108108108109, "selected_interface_frac": 0.8108108108108109, "selected_outside_frac": 0.10810810810810811, "selected_x_range": 0.625, "selected_y_range": 0.49999999999999994, "step": 6, "n_elem": 1251, "target_elements": 2000, "gap": 749, "cutoff_score": 1.5025179386138916, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9409024715423584, "score_mean": -1.0648142989566622e-07, "score_p50": -0.23388639092445374, "score_p90": 1.0063114166259766, "fraction_gt1": 0.10118632240055828, "n_inside": 334, "n_interface": 694, "n_outside": 405, "selected_inside_frac": 0.9047619047619048, "selected_interface_frac": 0.047619047619047616, "selected_outside_frac": 0.047619047619047616, "selected_x_range": 0.35416666666666663, "selected_y_range": 0.8125, "step": 7, "n_elem": 1433, "target_elements": 2000, "gap": 567, "cutoff_score": 1.3949005603790283, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2262041568756104, "score_mean": -3.692386840725703e-08, "score_p50": -0.4075244665145874, "score_p90": 1.1051238775253296, "fraction_gt1": 0.12280701754385964, "n_inside": 504, "n_interface": 730, "n_outside": 419, "selected_inside_frac": 0.14285714285714285, "selected_interface_frac": 0.20408163265306123, "selected_outside_frac": 0.6530612244897959, "selected_x_range": 0.75, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1653, "target_elements": 2000, "gap": 347, "cutoff_score": 1.4580552577972412, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.06803035736084, "score_mean": 4.783319340617709e-08, "score_p50": -0.34053176641464233, "score_p90": 1.081743836402893, "fraction_gt1": 0.12748171368861025, "n_inside": 550, "n_interface": 796, "n_outside": 568, "selected_inside_frac": 0.6428571428571429, "selected_interface_frac": 0.14285714285714285, "selected_outside_frac": 0.21428571428571427, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.6979166666666666, "step": 9, "n_elem": 1914, "target_elements": 2000, "gap": 86, "cutoff_score": 1.487775206565857, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 53, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.09355202894070637, "max_err": 0.16781190876892643, "actual_elements": 4008, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.8316994905471802, "score_mean": 0.35295259952545166, "score_p50": 0.3345019221305847, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 204, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.18750000000000006, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.8316994905471802, "num_tied_at_cutoff": 19, "score_decreased": null }, { "score_max": 0.5881003737449646, "score_mean": 0.3367770314216614, "score_p50": 0.3345019221305847, "score_p90": 0.4158497452735901, "fraction_gt1": 0.0, "n_inside": 74, "n_interface": 229, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.19791666666666669, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 0.4158497452735901, "num_tied_at_cutoff": 70, "score_decreased": true }, { "score_max": 0.4158497452735901, "score_mean": 0.28663983941078186, "score_p50": 0.3345019221305847, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 150, "n_interface": 325, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.16666666666666663, "step": 2, "n_elem": 764, "target_elements": 4000, "gap": 3236, "cutoff_score": 0.4158497452735901, "num_tied_at_cutoff": 29, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.26688235998153687, "score_p50": 0.3345019221305847, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 336, "n_outside": 289, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.39583333333333326, "step": 3, "n_elem": 876, "target_elements": 4000, "gap": 3124, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 456, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.24419711530208588, "score_p50": 0.20792487263679504, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 488, "n_outside": 289, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 1028, "target_elements": 4000, "gap": 2972, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 398, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.22553803026676178, "score_p50": 0.20792487263679504, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 660, "n_outside": 289, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6875, "step": 5, "n_elem": 1200, "target_elements": 4000, "gap": 2800, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 330, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.21030646562576294, "score_p50": 0.16725096106529236, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 800, "n_outside": 337, "selected_inside_frac": 0.0, "selected_interface_frac": 0.024390243902439025, "selected_outside_frac": 0.975609756097561, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8125, "step": 6, "n_elem": 1388, "target_elements": 4000, "gap": 2612, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 260, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.197018101811409, "score_p50": 0.16725096106529236, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 820, "n_outside": 536, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1607, "target_elements": 4000, "gap": 2393, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.18564742803573608, "score_p50": 0.16725096106529236, "score_p90": 0.23652857542037964, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 820, "n_outside": 787, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1858, "target_elements": 4000, "gap": 2142, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 88, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.1775798201560974, "score_p50": 0.16725096106529236, "score_p90": 0.23652857542037964, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 820, "n_outside": 1012, "selected_inside_frac": 0.7419354838709677, "selected_interface_frac": 0.0, "selected_outside_frac": 0.25806451612903225, "selected_x_range": 0.6927083333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 2083, "target_elements": 4000, "gap": 1917, "cutoff_score": 0.2940501868724823, "num_tied_at_cutoff": 49, "score_decreased": true }, { "score_max": 0.23652857542037964, "score_mean": 0.1694689393043518, "score_p50": 0.16725096106529236, "score_p90": 0.20792487263679504, "fraction_gt1": 0.0, "n_inside": 426, "n_interface": 827, "n_outside": 1069, "selected_inside_frac": 0.0, "selected_interface_frac": 0.7391304347826086, "selected_outside_frac": 0.2608695652173913, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.7916666666666667, "step": 10, "n_elem": 2322, "target_elements": 4000, "gap": 1678, "cutoff_score": 0.23652857542037964, "num_tied_at_cutoff": 138, "score_decreased": true }, { "score_max": 0.23652857542037964, "score_mean": 0.15782496333122253, "score_p50": 0.16725096106529236, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 426, "n_interface": 1072, "n_outside": 1153, "selected_inside_frac": 0.17721518987341772, "selected_interface_frac": 0.0, "selected_outside_frac": 0.8227848101265823, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2651, "target_elements": 4000, "gap": 1349, "cutoff_score": 0.20792487263679504, "num_tied_at_cutoff": 176, "score_decreased": true }, { "score_max": 0.20792487263679504, "score_mean": 0.1450435221195221, "score_p50": 0.16725096106529236, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 499, "n_interface": 1149, "n_outside": 1448, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19270833333333326, "selected_y_range": 0.19270833333333331, "step": 12, "n_elem": 3096, "target_elements": 4000, "gap": 904, "cutoff_score": 0.20792487263679504, "num_tied_at_cutoff": 138, "score_decreased": true }, { "score_max": 0.20792487263679504, "score_mean": 0.1354343742132187, "score_p50": 0.11826428771018982, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 882, "n_interface": 1200, "n_outside": 1448, "selected_inside_frac": 0.1523809523809524, "selected_interface_frac": 0.8476190476190476, "selected_outside_frac": 0.0, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.375, "step": 13, "n_elem": 3530, "target_elements": 4000, "gap": 470, "cutoff_score": 0.16725096106529236, "num_tied_at_cutoff": 1438, "score_decreased": true }, { "score_max": 0.16725096106529236, "score_mean": 0.12649185955524445, "score_p50": 0.11826428771018982, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 956, "n_interface": 1586, "n_outside": 1448, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.0, "selected_y_range": 0.0625, "step": 14, "n_elem": 3990, "target_elements": 4000, "gap": 10, "cutoff_score": 0.16725096106529236, "num_tied_at_cutoff": 1300, "score_decreased": true } ], "sample_id": 53, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.08971766994622551, "max_err": 0.16894973326401724, "actual_elements": 4300, "num_steps": 13, "num_solves": 1, "score_stats": [ { "score_max": 0.9918643236160278, "score_mean": 0.072408527135849, "score_p50": 1.5149925758350946e-08, "score_p90": 0.0317445732653141, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 204, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9791882634162903, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9834572672843933, "score_mean": 0.11121499538421631, "score_p50": 1.8728314898908138e-07, "score_p90": 0.6306324005126953, "fraction_gt1": 0.0, "n_inside": 73, "n_interface": 224, "n_outside": 289, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.13541666666666663, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 0.9272316098213196, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.989058792591095, "score_mean": 0.1307731568813324, "score_p50": 1.289201190957101e-05, "score_p90": 0.7509958148002625, "fraction_gt1": 0.0, "n_inside": 147, "n_interface": 254, "n_outside": 289, "selected_inside_frac": 0.7, "selected_interface_frac": 0.3, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.2916666666666667, "step": 2, "n_elem": 690, "target_elements": 4000, "gap": 3310, "cutoff_score": 0.9636080265045166, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9851796627044678, "score_mean": 0.1294909119606018, "score_p50": 0.00020673367544077337, "score_p90": 0.6808438897132874, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 298, "n_outside": 289, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.75, "selected_outside_frac": 0.16666666666666666, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.47916666666666674, "step": 3, "n_elem": 808, "target_elements": 4000, "gap": 3192, "cutoff_score": 0.962467610836029, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9713051319122314, "score_mean": 0.13745050132274628, "score_p50": 0.0002968155313283205, "score_p90": 0.7180429100990295, "fraction_gt1": 0.0, "n_inside": 231, "n_interface": 405, "n_outside": 310, "selected_inside_frac": 0.32142857142857145, "selected_interface_frac": 0.6071428571428571, "selected_outside_frac": 0.07142857142857142, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.5625, "step": 4, "n_elem": 946, "target_elements": 4000, "gap": 3054, "cutoff_score": 0.8965909481048584, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9713020920753479, "score_mean": 0.1508341282606125, "score_p50": 0.0008761442732065916, "score_p90": 0.7454882264137268, "fraction_gt1": 0.0, "n_inside": 296, "n_interface": 496, "n_outside": 332, "selected_inside_frac": 0.42424242424242425, "selected_interface_frac": 0.45454545454545453, "selected_outside_frac": 0.12121212121212122, "selected_x_range": 0.4375, "selected_y_range": 0.75, "step": 5, "n_elem": 1124, "target_elements": 4000, "gap": 2876, "cutoff_score": 0.937321662902832, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9797461628913879, "score_mean": 0.1527404636144638, "score_p50": 0.0014991401694715023, "score_p90": 0.7472468614578247, "fraction_gt1": 0.0, "n_inside": 373, "n_interface": 603, "n_outside": 363, "selected_inside_frac": 0.4, "selected_interface_frac": 0.4, "selected_outside_frac": 0.2, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.9166666666666667, "step": 6, "n_elem": 1339, "target_elements": 4000, "gap": 2661, "cutoff_score": 0.9119266271591187, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9731366038322449, "score_mean": 0.14735113084316254, "score_p50": 0.0013266282621771097, "score_p90": 0.6673669219017029, "fraction_gt1": 0.0, "n_inside": 457, "n_interface": 705, "n_outside": 404, "selected_inside_frac": 0.5434782608695652, "selected_interface_frac": 0.43478260869565216, "selected_outside_frac": 0.021739130434782608, "selected_x_range": 0.6770833333333333, "selected_y_range": 0.38541666666666663, "step": 7, "n_elem": 1566, "target_elements": 4000, "gap": 2434, "cutoff_score": 0.8897555470466614, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.984162449836731, "score_mean": 0.16239462792873383, "score_p50": 0.0014966848539188504, "score_p90": 0.7458480596542358, "fraction_gt1": 0.0, "n_inside": 595, "n_interface": 848, "n_outside": 417, "selected_inside_frac": 0.09090909090909091, "selected_interface_frac": 0.7272727272727273, "selected_outside_frac": 0.18181818181818182, "selected_x_range": 0.84375, "selected_y_range": 0.8333333333333333, "step": 8, "n_elem": 1860, "target_elements": 4000, "gap": 2140, "cutoff_score": 0.9115787148475647, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9847748875617981, "score_mean": 0.15853850543498993, "score_p50": 0.0016144865658134222, "score_p90": 0.7801048755645752, "fraction_gt1": 0.0, "n_inside": 631, "n_interface": 1084, "n_outside": 491, "selected_inside_frac": 0.24242424242424243, "selected_interface_frac": 0.5151515151515151, "selected_outside_frac": 0.24242424242424243, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.7916666666666667, "step": 9, "n_elem": 2206, "target_elements": 4000, "gap": 1794, "cutoff_score": 0.9234403371810913, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9808080196380615, "score_mean": 0.15009747445583344, "score_p50": 0.00177351338788867, "score_p90": 0.701933741569519, "fraction_gt1": 0.0, "n_inside": 736, "n_interface": 1288, "n_outside": 584, "selected_inside_frac": 0.21794871794871795, "selected_interface_frac": 0.41025641025641024, "selected_outside_frac": 0.3717948717948718, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.75, "step": 10, "n_elem": 2608, "target_elements": 4000, "gap": 1392, "cutoff_score": 0.9092181921005249, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9860731363296509, "score_mean": 0.13802361488342285, "score_p50": 0.001923971576616168, "score_p90": 0.6164668798446655, "fraction_gt1": 0.0, "n_inside": 847, "n_interface": 1476, "n_outside": 729, "selected_inside_frac": 0.26373626373626374, "selected_interface_frac": 0.5274725274725275, "selected_outside_frac": 0.2087912087912088, "selected_x_range": 0.96875, "selected_y_range": 0.9270833333333334, "step": 11, "n_elem": 3052, "target_elements": 4000, "gap": 948, "cutoff_score": 0.8758811354637146, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9839991927146912, "score_mean": 0.14198651909828186, "score_p50": 0.0018968541407957673, "score_p90": 0.6588308215141296, "fraction_gt1": 0.0, "n_inside": 1010, "n_interface": 1763, "n_outside": 844, "selected_inside_frac": 0.35185185185185186, "selected_interface_frac": 0.4537037037037037, "selected_outside_frac": 0.19444444444444445, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.9375, "step": 12, "n_elem": 3617, "target_elements": 4000, "gap": 383, "cutoff_score": 0.8799528479576111, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 53, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.09353589743279171, "max_err": 0.1684832533556967, "actual_elements": 4130, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 4.466363430023193, "score_mean": 7.078051567077637e-08, "score_p50": -0.2493157982826233, "score_p90": -0.18304657936096191, "fraction_gt1": 0.0703125, "n_inside": 19, "n_interface": 204, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 4.439901351928711, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.354396820068359, "score_mean": -3.2548612693972245e-07, "score_p50": -0.25135016441345215, "score_p90": 1.3758212327957153, "fraction_gt1": 0.12116040955631399, "n_inside": 73, "n_interface": 224, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.13541666666666663, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 2.38716459274292, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.305842876434326, "score_mean": -4.904610761968797e-08, "score_p50": -0.0007142722606658936, "score_p90": 1.1577554941177368, "fraction_gt1": 0.11, "n_inside": 155, "n_interface": 256, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.07291666666666674, "selected_y_range": 0.18749999999999994, "step": 2, "n_elem": 700, "target_elements": 4000, "gap": 3300, "cutoff_score": 2.030819892883301, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.205253839492798, "score_mean": -9.465750139270313e-08, "score_p50": 0.13012555241584778, "score_p90": 1.30350923538208, "fraction_gt1": 0.11662531017369727, "n_inside": 239, "n_interface": 278, "n_outside": 289, "selected_inside_frac": 0.2916666666666667, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.041666666666666664, "selected_x_range": 0.4375, "selected_y_range": 0.31249999999999994, "step": 3, "n_elem": 806, "target_elements": 4000, "gap": 3194, "cutoff_score": 1.7129453420639038, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9160594940185547, "score_mean": 6.520850348579188e-08, "score_p50": 0.24804328382015228, "score_p90": 0.8844138383865356, "fraction_gt1": 0.0876068376068376, "n_inside": 264, "n_interface": 374, "n_outside": 298, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8214285714285714, "selected_outside_frac": 0.17857142857142858, "selected_x_range": 0.35416666666666674, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 936, "target_elements": 4000, "gap": 3064, "cutoff_score": 1.8643463850021362, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0527615547180176, "score_mean": 4.2861767468593825e-08, "score_p50": -0.12948845326900482, "score_p90": 0.9802822470664978, "fraction_gt1": 0.0945692883895131, "n_inside": 264, "n_interface": 478, "n_outside": 326, "selected_inside_frac": 0.40625, "selected_interface_frac": 0.28125, "selected_outside_frac": 0.3125, "selected_x_range": 0.44791666666666663, "selected_y_range": 0.7708333333333333, "step": 5, "n_elem": 1068, "target_elements": 4000, "gap": 2932, "cutoff_score": 1.6808875799179077, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1001570224761963, "score_mean": -9.757818730804502e-08, "score_p50": -0.16123688220977783, "score_p90": 0.9745336174964905, "fraction_gt1": 0.09672262190247802, "n_inside": 322, "n_interface": 548, "n_outside": 381, "selected_inside_frac": 0.08108108108108109, "selected_interface_frac": 0.8108108108108109, "selected_outside_frac": 0.10810810810810811, "selected_x_range": 0.625, "selected_y_range": 0.49999999999999994, "step": 6, "n_elem": 1251, "target_elements": 4000, "gap": 2749, "cutoff_score": 1.5025179386138916, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9409024715423584, "score_mean": -1.0648142989566622e-07, "score_p50": -0.23388639092445374, "score_p90": 1.0063114166259766, "fraction_gt1": 0.10118632240055828, "n_inside": 334, "n_interface": 694, "n_outside": 405, "selected_inside_frac": 0.9047619047619048, "selected_interface_frac": 0.047619047619047616, "selected_outside_frac": 0.047619047619047616, "selected_x_range": 0.35416666666666663, "selected_y_range": 0.8125, "step": 7, "n_elem": 1433, "target_elements": 4000, "gap": 2567, "cutoff_score": 1.3949005603790283, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2262041568756104, "score_mean": -3.692386840725703e-08, "score_p50": -0.4075244665145874, "score_p90": 1.1051238775253296, "fraction_gt1": 0.12280701754385964, "n_inside": 504, "n_interface": 730, "n_outside": 419, "selected_inside_frac": 0.14285714285714285, "selected_interface_frac": 0.20408163265306123, "selected_outside_frac": 0.6530612244897959, "selected_x_range": 0.75, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1653, "target_elements": 4000, "gap": 2347, "cutoff_score": 1.4580552577972412, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.06803035736084, "score_mean": 4.783319340617709e-08, "score_p50": -0.34053176641464233, "score_p90": 1.081743836402893, "fraction_gt1": 0.12748171368861025, "n_inside": 550, "n_interface": 796, "n_outside": 568, "selected_inside_frac": 0.6842105263157895, "selected_interface_frac": 0.10526315789473684, "selected_outside_frac": 0.21052631578947367, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.6979166666666666, "step": 9, "n_elem": 1914, "target_elements": 4000, "gap": 2086, "cutoff_score": 1.3327425718307495, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1484079360961914, "score_mean": -1.6399953040036053e-07, "score_p50": -0.2242448329925537, "score_p90": 1.1805146932601929, "fraction_gt1": 0.16748768472906403, "n_inside": 743, "n_interface": 854, "n_outside": 636, "selected_inside_frac": 0.15151515151515152, "selected_interface_frac": 0.4393939393939394, "selected_outside_frac": 0.4090909090909091, "selected_x_range": 0.96875, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2233, "target_elements": 4000, "gap": 1767, "cutoff_score": 1.3558239936828613, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0399415493011475, "score_mean": -1.416128867504085e-07, "score_p50": -0.11502853035926819, "score_p90": 1.354986310005188, "fraction_gt1": 0.14346481051817478, "n_inside": 799, "n_interface": 1017, "n_outside": 770, "selected_inside_frac": 0.11688311688311688, "selected_interface_frac": 0.6493506493506493, "selected_outside_frac": 0.23376623376623376, "selected_x_range": 0.96875, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2586, "target_elements": 4000, "gap": 1414, "cutoff_score": 1.500049114227295, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.148772716522217, "score_mean": -4.121212526797535e-08, "score_p50": -0.014256522059440613, "score_p90": 1.1833174228668213, "fraction_gt1": 0.12457798784604997, "n_inside": 846, "n_interface": 1250, "n_outside": 866, "selected_inside_frac": 0.07954545454545454, "selected_interface_frac": 0.5340909090909091, "selected_outside_frac": 0.38636363636363635, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666666, "step": 12, "n_elem": 2962, "target_elements": 4000, "gap": 1038, "cutoff_score": 1.6242163181304932, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.100303888320923, "score_mean": -3.609411791671846e-08, "score_p50": 0.0927412211894989, "score_p90": 1.090245246887207, "fraction_gt1": 0.10940272028385571, "n_inside": 880, "n_interface": 1488, "n_outside": 1014, "selected_inside_frac": 0.0594059405940594, "selected_interface_frac": 0.5346534653465347, "selected_outside_frac": 0.40594059405940597, "selected_x_range": 0.90625, "selected_y_range": 0.96875, "step": 13, "n_elem": 3382, "target_elements": 4000, "gap": 618, "cutoff_score": 1.5921095609664917, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.429722309112549, "score_mean": -4.755986182658489e-08, "score_p50": 0.04211162030696869, "score_p90": 1.1242014169692993, "fraction_gt1": 0.12675324675324676, "n_inside": 909, "n_interface": 1749, "n_outside": 1192, "selected_inside_frac": 0.06, "selected_interface_frac": 0.3, "selected_outside_frac": 0.64, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9583333333333334, "step": 14, "n_elem": 3850, "target_elements": 4000, "gap": 150, "cutoff_score": 1.6419038772583008, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 53, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.08872849639072485, "max_err": 0.16633667571103217, "actual_elements": 8164, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 0.8316994905471802, "score_mean": 0.35295259952545166, "score_p50": 0.3345019221305847, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 204, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.18750000000000006, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.8316994905471802, "num_tied_at_cutoff": 19, "score_decreased": null }, { "score_max": 0.5881003737449646, "score_mean": 0.3367770314216614, "score_p50": 0.3345019221305847, "score_p90": 0.4158497452735901, "fraction_gt1": 0.0, "n_inside": 74, "n_interface": 229, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333326, "selected_y_range": 0.19791666666666669, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 0.4158497452735901, "num_tied_at_cutoff": 70, "score_decreased": true }, { "score_max": 0.4158497452735901, "score_mean": 0.28663983941078186, "score_p50": 0.3345019221305847, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 150, "n_interface": 325, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.15625, "selected_y_range": 0.16666666666666663, "step": 2, "n_elem": 764, "target_elements": 8000, "gap": 7236, "cutoff_score": 0.4158497452735901, "num_tied_at_cutoff": 29, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.26688235998153687, "score_p50": 0.3345019221305847, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 336, "n_outside": 289, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.39583333333333326, "step": 3, "n_elem": 876, "target_elements": 8000, "gap": 7124, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 456, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.24419711530208588, "score_p50": 0.20792487263679504, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 488, "n_outside": 289, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 1028, "target_elements": 8000, "gap": 6972, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 398, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.22553803026676178, "score_p50": 0.20792487263679504, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 660, "n_outside": 289, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6875, "step": 5, "n_elem": 1200, "target_elements": 8000, "gap": 6800, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 330, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.21030646562576294, "score_p50": 0.16725096106529236, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 800, "n_outside": 337, "selected_inside_frac": 0.0, "selected_interface_frac": 0.024390243902439025, "selected_outside_frac": 0.975609756097561, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8125, "step": 6, "n_elem": 1388, "target_elements": 8000, "gap": 6612, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 260, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.197018101811409, "score_p50": 0.16725096106529236, "score_p90": 0.3345019221305847, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 820, "n_outside": 536, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1607, "target_elements": 8000, "gap": 6393, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.18564742803573608, "score_p50": 0.16725096106529236, "score_p90": 0.23652857542037964, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 820, "n_outside": 787, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1858, "target_elements": 8000, "gap": 6142, "cutoff_score": 0.3345019221305847, "num_tied_at_cutoff": 88, "score_decreased": true }, { "score_max": 0.3345019221305847, "score_mean": 0.1775798201560974, "score_p50": 0.16725096106529236, "score_p90": 0.23652857542037964, "fraction_gt1": 0.0, "n_inside": 251, "n_interface": 820, "n_outside": 1012, "selected_inside_frac": 0.7419354838709677, "selected_interface_frac": 0.0, "selected_outside_frac": 0.25806451612903225, "selected_x_range": 0.6927083333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 2083, "target_elements": 8000, "gap": 5917, "cutoff_score": 0.2940501868724823, "num_tied_at_cutoff": 49, "score_decreased": true }, { "score_max": 0.23652857542037964, "score_mean": 0.1694689393043518, "score_p50": 0.16725096106529236, "score_p90": 0.20792487263679504, "fraction_gt1": 0.0, "n_inside": 426, "n_interface": 827, "n_outside": 1069, "selected_inside_frac": 0.0, "selected_interface_frac": 0.7391304347826086, "selected_outside_frac": 0.2608695652173913, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.7916666666666667, "step": 10, "n_elem": 2322, "target_elements": 8000, "gap": 5678, "cutoff_score": 0.23652857542037964, "num_tied_at_cutoff": 138, "score_decreased": true }, { "score_max": 0.23652857542037964, "score_mean": 0.15782496333122253, "score_p50": 0.16725096106529236, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 426, "n_interface": 1072, "n_outside": 1153, "selected_inside_frac": 0.17721518987341772, "selected_interface_frac": 0.0, "selected_outside_frac": 0.8227848101265823, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2651, "target_elements": 8000, "gap": 5349, "cutoff_score": 0.20792487263679504, "num_tied_at_cutoff": 176, "score_decreased": true }, { "score_max": 0.20792487263679504, "score_mean": 0.1450435221195221, "score_p50": 0.16725096106529236, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 499, "n_interface": 1149, "n_outside": 1448, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19270833333333326, "selected_y_range": 0.19270833333333331, "step": 12, "n_elem": 3096, "target_elements": 8000, "gap": 4904, "cutoff_score": 0.20792487263679504, "num_tied_at_cutoff": 138, "score_decreased": true }, { "score_max": 0.20792487263679504, "score_mean": 0.1354343742132187, "score_p50": 0.11826428771018982, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 882, "n_interface": 1200, "n_outside": 1448, "selected_inside_frac": 0.1523809523809524, "selected_interface_frac": 0.8476190476190476, "selected_outside_frac": 0.0, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.375, "step": 13, "n_elem": 3530, "target_elements": 8000, "gap": 4470, "cutoff_score": 0.16725096106529236, "num_tied_at_cutoff": 1438, "score_decreased": true }, { "score_max": 0.16725096106529236, "score_mean": 0.12649185955524445, "score_p50": 0.11826428771018982, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 956, "n_interface": 1586, "n_outside": 1448, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5104166666666667, "step": 14, "n_elem": 3990, "target_elements": 8000, "gap": 4010, "cutoff_score": 0.16725096106529236, "num_tied_at_cutoff": 1300, "score_decreased": true }, { "score_max": 0.16725096106529236, "score_mean": 0.1183781698346138, "score_p50": 0.11826428771018982, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 956, "n_interface": 2104, "n_outside": 1448, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.6354166666666667, "step": 15, "n_elem": 4508, "target_elements": 8000, "gap": 3492, "cutoff_score": 0.16725096106529236, "num_tied_at_cutoff": 1124, "score_decreased": true }, { "score_max": 0.16725096106529236, "score_mean": 0.1111757904291153, "score_p50": 0.10396243631839752, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 956, "n_interface": 2692, "n_outside": 1448, "selected_inside_frac": 0.0, "selected_interface_frac": 0.3684210526315789, "selected_outside_frac": 0.631578947368421, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.78125, "step": 16, "n_elem": 5096, "target_elements": 8000, "gap": 2904, "cutoff_score": 0.16725096106529236, "num_tied_at_cutoff": 922, "score_decreased": true }, { "score_max": 0.16725096106529236, "score_mean": 0.10464487224817276, "score_p50": 0.08362548053264618, "score_p90": 0.16725096106529236, "fraction_gt1": 0.0, "n_inside": 956, "n_interface": 2948, "n_outside": 1876, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.84375, "selected_y_range": 0.8854166666666667, "step": 17, "n_elem": 5780, "target_elements": 8000, "gap": 2220, "cutoff_score": 0.16725096106529236, "num_tied_at_cutoff": 686, "score_decreased": true }, { "score_max": 0.16725096106529236, "score_mean": 0.09920568019151688, "score_p50": 0.08362548053264618, "score_p90": 0.14702509343624115, "fraction_gt1": 0.0, "n_inside": 956, "n_interface": 2948, "n_outside": 2599, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.96875, "step": 18, "n_elem": 6503, "target_elements": 8000, "gap": 1497, "cutoff_score": 0.16725096106529236, "num_tied_at_cutoff": 446, "score_decreased": true }, { "score_max": 0.16725096106529236, "score_mean": 0.0944504365324974, "score_p50": 0.08362548053264618, "score_p90": 0.11826428771018982, "fraction_gt1": 0.0, "n_inside": 956, "n_interface": 2948, "n_outside": 3397, "selected_inside_frac": 0.1689497716894977, "selected_interface_frac": 0.0, "selected_outside_frac": 0.8310502283105022, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 7301, "target_elements": 8000, "gap": 699, "cutoff_score": 0.14702509343624115, "num_tied_at_cutoff": 262, "score_decreased": true } ], "sample_id": 53, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.08660369656344749, "max_err": 0.1693524522812389, "actual_elements": 8351, "num_steps": 17, "num_solves": 1, "score_stats": [ { "score_max": 0.9918643236160278, "score_mean": 0.072408527135849, "score_p50": 1.5149925758350946e-08, "score_p90": 0.0317445732653141, "fraction_gt1": 0.0, "n_inside": 19, "n_interface": 204, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9791882634162903, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9834572672843933, "score_mean": 0.11121499538421631, "score_p50": 1.8728314898908138e-07, "score_p90": 0.6306324005126953, "fraction_gt1": 0.0, "n_inside": 73, "n_interface": 224, "n_outside": 289, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.13541666666666663, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 0.9272316098213196, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.989058792591095, "score_mean": 0.1307731568813324, "score_p50": 1.289201190957101e-05, "score_p90": 0.7509958148002625, "fraction_gt1": 0.0, "n_inside": 147, "n_interface": 254, "n_outside": 289, "selected_inside_frac": 0.7, "selected_interface_frac": 0.3, "selected_outside_frac": 0.0, "selected_x_range": 0.28125, "selected_y_range": 0.2916666666666667, "step": 2, "n_elem": 690, "target_elements": 8000, "gap": 7310, "cutoff_score": 0.9636080265045166, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9851796627044678, "score_mean": 0.1294909119606018, "score_p50": 0.00020673367544077337, "score_p90": 0.6808438897132874, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 298, "n_outside": 289, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.75, "selected_outside_frac": 0.16666666666666666, "selected_x_range": 0.41666666666666674, "selected_y_range": 0.47916666666666674, "step": 3, "n_elem": 808, "target_elements": 8000, "gap": 7192, "cutoff_score": 0.962467610836029, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9713051319122314, "score_mean": 0.13745050132274628, "score_p50": 0.0002968155313283205, "score_p90": 0.7180429100990295, "fraction_gt1": 0.0, "n_inside": 231, "n_interface": 405, "n_outside": 310, "selected_inside_frac": 0.32142857142857145, "selected_interface_frac": 0.6071428571428571, "selected_outside_frac": 0.07142857142857142, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.5625, "step": 4, "n_elem": 946, "target_elements": 8000, "gap": 7054, "cutoff_score": 0.8965909481048584, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9713020920753479, "score_mean": 0.1508341282606125, "score_p50": 0.0008761442732065916, "score_p90": 0.7454882264137268, "fraction_gt1": 0.0, "n_inside": 296, "n_interface": 496, "n_outside": 332, "selected_inside_frac": 0.42424242424242425, "selected_interface_frac": 0.45454545454545453, "selected_outside_frac": 0.12121212121212122, "selected_x_range": 0.4375, "selected_y_range": 0.75, "step": 5, "n_elem": 1124, "target_elements": 8000, "gap": 6876, "cutoff_score": 0.937321662902832, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9797461628913879, "score_mean": 0.1527404636144638, "score_p50": 0.0014991401694715023, "score_p90": 0.7472468614578247, "fraction_gt1": 0.0, "n_inside": 373, "n_interface": 603, "n_outside": 363, "selected_inside_frac": 0.4, "selected_interface_frac": 0.4, "selected_outside_frac": 0.2, "selected_x_range": 0.5833333333333333, "selected_y_range": 0.9166666666666667, "step": 6, "n_elem": 1339, "target_elements": 8000, "gap": 6661, "cutoff_score": 0.9119266271591187, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9731366038322449, "score_mean": 0.14735113084316254, "score_p50": 0.0013266282621771097, "score_p90": 0.6673669219017029, "fraction_gt1": 0.0, "n_inside": 457, "n_interface": 705, "n_outside": 404, "selected_inside_frac": 0.5434782608695652, "selected_interface_frac": 0.43478260869565216, "selected_outside_frac": 0.021739130434782608, "selected_x_range": 0.6770833333333333, "selected_y_range": 0.38541666666666663, "step": 7, "n_elem": 1566, "target_elements": 8000, "gap": 6434, "cutoff_score": 0.8897555470466614, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.984162449836731, "score_mean": 0.16239462792873383, "score_p50": 0.0014966848539188504, "score_p90": 0.7458480596542358, "fraction_gt1": 0.0, "n_inside": 595, "n_interface": 848, "n_outside": 417, "selected_inside_frac": 0.09090909090909091, "selected_interface_frac": 0.7272727272727273, "selected_outside_frac": 0.18181818181818182, "selected_x_range": 0.84375, "selected_y_range": 0.8333333333333333, "step": 8, "n_elem": 1860, "target_elements": 8000, "gap": 6140, "cutoff_score": 0.9115787148475647, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9847748875617981, "score_mean": 0.15853850543498993, "score_p50": 0.0016144865658134222, "score_p90": 0.7801048755645752, "fraction_gt1": 0.0, "n_inside": 631, "n_interface": 1084, "n_outside": 491, "selected_inside_frac": 0.24242424242424243, "selected_interface_frac": 0.5151515151515151, "selected_outside_frac": 0.24242424242424243, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.7916666666666667, "step": 9, "n_elem": 2206, "target_elements": 8000, "gap": 5794, "cutoff_score": 0.9234403371810913, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9808080196380615, "score_mean": 0.15009747445583344, "score_p50": 0.00177351338788867, "score_p90": 0.701933741569519, "fraction_gt1": 0.0, "n_inside": 736, "n_interface": 1288, "n_outside": 584, "selected_inside_frac": 0.21794871794871795, "selected_interface_frac": 0.41025641025641024, "selected_outside_frac": 0.3717948717948718, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.75, "step": 10, "n_elem": 2608, "target_elements": 8000, "gap": 5392, "cutoff_score": 0.9092181921005249, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9860731363296509, "score_mean": 0.13802361488342285, "score_p50": 0.001923971576616168, "score_p90": 0.6164668798446655, "fraction_gt1": 0.0, "n_inside": 847, "n_interface": 1476, "n_outside": 729, "selected_inside_frac": 0.26373626373626374, "selected_interface_frac": 0.5274725274725275, "selected_outside_frac": 0.2087912087912088, "selected_x_range": 0.96875, "selected_y_range": 0.9270833333333334, "step": 11, "n_elem": 3052, "target_elements": 8000, "gap": 4948, "cutoff_score": 0.8758811354637146, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9839991927146912, "score_mean": 0.14198651909828186, "score_p50": 0.0018968541407957673, "score_p90": 0.6588308215141296, "fraction_gt1": 0.0, "n_inside": 1010, "n_interface": 1763, "n_outside": 844, "selected_inside_frac": 0.35185185185185186, "selected_interface_frac": 0.4537037037037037, "selected_outside_frac": 0.19444444444444445, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.9375, "step": 12, "n_elem": 3617, "target_elements": 8000, "gap": 4383, "cutoff_score": 0.8799528479576111, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9900548458099365, "score_mean": 0.15160280466079712, "score_p50": 0.0020778928883373737, "score_p90": 0.68831866979599, "fraction_gt1": 0.0, "n_inside": 1246, "n_interface": 2056, "n_outside": 998, "selected_inside_frac": 0.3798449612403101, "selected_interface_frac": 0.4263565891472868, "selected_outside_frac": 0.1937984496124031, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666667, "step": 13, "n_elem": 4300, "target_elements": 8000, "gap": 3700, "cutoff_score": 0.8885231018066406, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9899219870567322, "score_mean": 0.16785472631454468, "score_p50": 0.001940643647685647, "score_p90": 0.745121419429779, "fraction_gt1": 0.0, "n_inside": 1541, "n_interface": 2391, "n_outside": 1153, "selected_inside_frac": 0.2236842105263158, "selected_interface_frac": 0.5855263157894737, "selected_outside_frac": 0.19078947368421054, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8854166666666666, "step": 14, "n_elem": 5085, "target_elements": 8000, "gap": 2915, "cutoff_score": 0.9138248562812805, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9898678064346313, "score_mean": 0.17745766043663025, "score_p50": 0.001759431092068553, "score_p90": 0.794768214225769, "fraction_gt1": 0.0, "n_inside": 1754, "n_interface": 2873, "n_outside": 1323, "selected_inside_frac": 0.2696629213483146, "selected_interface_frac": 0.47752808988764045, "selected_outside_frac": 0.25280898876404495, "selected_x_range": 0.984375, "selected_y_range": 0.96875, "step": 15, "n_elem": 5950, "target_elements": 8000, "gap": 2050, "cutoff_score": 0.9242710471153259, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9874441027641296, "score_mean": 0.182628333568573, "score_p50": 0.0019898535683751106, "score_p90": 0.8084306120872498, "fraction_gt1": 0.0, "n_inside": 2073, "n_interface": 3388, "n_outside": 1614, "selected_inside_frac": 0.2688679245283019, "selected_interface_frac": 0.4669811320754717, "selected_outside_frac": 0.2641509433962264, "selected_x_range": 0.953125, "selected_y_range": 0.9479166666666667, "step": 16, "n_elem": 7075, "target_elements": 8000, "gap": 925, "cutoff_score": 0.9350175261497498, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 53, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.0879450550233705, "max_err": 0.16966769078688815, "actual_elements": 8257, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 4.466363430023193, "score_mean": 7.078051567077637e-08, "score_p50": -0.2493157982826233, "score_p90": -0.18304657936096191, "fraction_gt1": 0.0703125, "n_inside": 19, "n_interface": 204, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.14583333333333337, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 4.439901351928711, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.354396820068359, "score_mean": -3.2548612693972245e-07, "score_p50": -0.25135016441345215, "score_p90": 1.3758212327957153, "fraction_gt1": 0.12116040955631399, "n_inside": 73, "n_interface": 224, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.1875, "selected_y_range": 0.13541666666666663, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 2.38716459274292, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.305842876434326, "score_mean": -4.904610761968797e-08, "score_p50": -0.0007142722606658936, "score_p90": 1.1577554941177368, "fraction_gt1": 0.11, "n_inside": 155, "n_interface": 256, "n_outside": 289, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.07291666666666674, "selected_y_range": 0.18749999999999994, "step": 2, "n_elem": 700, "target_elements": 8000, "gap": 7300, "cutoff_score": 2.030819892883301, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.205253839492798, "score_mean": -9.465750139270313e-08, "score_p50": 0.13012555241584778, "score_p90": 1.30350923538208, "fraction_gt1": 0.11662531017369727, "n_inside": 239, "n_interface": 278, "n_outside": 289, "selected_inside_frac": 0.2916666666666667, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.041666666666666664, "selected_x_range": 0.4375, "selected_y_range": 0.31249999999999994, "step": 3, "n_elem": 806, "target_elements": 8000, "gap": 7194, "cutoff_score": 1.7129453420639038, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9160594940185547, "score_mean": 6.520850348579188e-08, "score_p50": 0.24804328382015228, "score_p90": 0.8844138383865356, "fraction_gt1": 0.0876068376068376, "n_inside": 264, "n_interface": 374, "n_outside": 298, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8214285714285714, "selected_outside_frac": 0.17857142857142858, "selected_x_range": 0.35416666666666674, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 936, "target_elements": 8000, "gap": 7064, "cutoff_score": 1.8643463850021362, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0527615547180176, "score_mean": 4.2861767468593825e-08, "score_p50": -0.12948845326900482, "score_p90": 0.9802822470664978, "fraction_gt1": 0.0945692883895131, "n_inside": 264, "n_interface": 478, "n_outside": 326, "selected_inside_frac": 0.40625, "selected_interface_frac": 0.28125, "selected_outside_frac": 0.3125, "selected_x_range": 0.44791666666666663, "selected_y_range": 0.7708333333333333, "step": 5, "n_elem": 1068, "target_elements": 8000, "gap": 6932, "cutoff_score": 1.6808875799179077, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1001570224761963, "score_mean": -9.757818730804502e-08, "score_p50": -0.16123688220977783, "score_p90": 0.9745336174964905, "fraction_gt1": 0.09672262190247802, "n_inside": 322, "n_interface": 548, "n_outside": 381, "selected_inside_frac": 0.08108108108108109, "selected_interface_frac": 0.8108108108108109, "selected_outside_frac": 0.10810810810810811, "selected_x_range": 0.625, "selected_y_range": 0.49999999999999994, "step": 6, "n_elem": 1251, "target_elements": 8000, "gap": 6749, "cutoff_score": 1.5025179386138916, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9409024715423584, "score_mean": -1.0648142989566622e-07, "score_p50": -0.23388639092445374, "score_p90": 1.0063114166259766, "fraction_gt1": 0.10118632240055828, "n_inside": 334, "n_interface": 694, "n_outside": 405, "selected_inside_frac": 0.9047619047619048, "selected_interface_frac": 0.047619047619047616, "selected_outside_frac": 0.047619047619047616, "selected_x_range": 0.35416666666666663, "selected_y_range": 0.8125, "step": 7, "n_elem": 1433, "target_elements": 8000, "gap": 6567, "cutoff_score": 1.3949005603790283, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2262041568756104, "score_mean": -3.692386840725703e-08, "score_p50": -0.4075244665145874, "score_p90": 1.1051238775253296, "fraction_gt1": 0.12280701754385964, "n_inside": 504, "n_interface": 730, "n_outside": 419, "selected_inside_frac": 0.14285714285714285, "selected_interface_frac": 0.20408163265306123, "selected_outside_frac": 0.6530612244897959, "selected_x_range": 0.75, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1653, "target_elements": 8000, "gap": 6347, "cutoff_score": 1.4580552577972412, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.06803035736084, "score_mean": 4.783319340617709e-08, "score_p50": -0.34053176641464233, "score_p90": 1.081743836402893, "fraction_gt1": 0.12748171368861025, "n_inside": 550, "n_interface": 796, "n_outside": 568, "selected_inside_frac": 0.6842105263157895, "selected_interface_frac": 0.10526315789473684, "selected_outside_frac": 0.21052631578947367, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.6979166666666666, "step": 9, "n_elem": 1914, "target_elements": 8000, "gap": 6086, "cutoff_score": 1.3327425718307495, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1484079360961914, "score_mean": -1.6399953040036053e-07, "score_p50": -0.2242448329925537, "score_p90": 1.1805146932601929, "fraction_gt1": 0.16748768472906403, "n_inside": 743, "n_interface": 854, "n_outside": 636, "selected_inside_frac": 0.15151515151515152, "selected_interface_frac": 0.4393939393939394, "selected_outside_frac": 0.4090909090909091, "selected_x_range": 0.96875, "selected_y_range": 0.9583333333333333, "step": 10, "n_elem": 2233, "target_elements": 8000, "gap": 5767, "cutoff_score": 1.3558239936828613, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0399415493011475, "score_mean": -1.416128867504085e-07, "score_p50": -0.11502853035926819, "score_p90": 1.354986310005188, "fraction_gt1": 0.14346481051817478, "n_inside": 799, "n_interface": 1017, "n_outside": 770, "selected_inside_frac": 0.11688311688311688, "selected_interface_frac": 0.6493506493506493, "selected_outside_frac": 0.23376623376623376, "selected_x_range": 0.96875, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2586, "target_elements": 8000, "gap": 5414, "cutoff_score": 1.500049114227295, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.148772716522217, "score_mean": -4.121212526797535e-08, "score_p50": -0.014256522059440613, "score_p90": 1.1833174228668213, "fraction_gt1": 0.12457798784604997, "n_inside": 846, "n_interface": 1250, "n_outside": 866, "selected_inside_frac": 0.07954545454545454, "selected_interface_frac": 0.5340909090909091, "selected_outside_frac": 0.38636363636363635, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666666, "step": 12, "n_elem": 2962, "target_elements": 8000, "gap": 5038, "cutoff_score": 1.6242163181304932, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.100303888320923, "score_mean": -3.609411791671846e-08, "score_p50": 0.0927412211894989, "score_p90": 1.090245246887207, "fraction_gt1": 0.10940272028385571, "n_inside": 880, "n_interface": 1488, "n_outside": 1014, "selected_inside_frac": 0.0594059405940594, "selected_interface_frac": 0.5346534653465347, "selected_outside_frac": 0.40594059405940597, "selected_x_range": 0.90625, "selected_y_range": 0.96875, "step": 13, "n_elem": 3382, "target_elements": 8000, "gap": 4618, "cutoff_score": 1.5921095609664917, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.429722309112549, "score_mean": -4.755986182658489e-08, "score_p50": 0.04211162030696869, "score_p90": 1.1242014169692993, "fraction_gt1": 0.12675324675324676, "n_inside": 909, "n_interface": 1749, "n_outside": 1192, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.30434782608695654, "selected_outside_frac": 0.4782608695652174, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9583333333333334, "step": 14, "n_elem": 3850, "target_elements": 8000, "gap": 4150, "cutoff_score": 1.5016125440597534, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4281136989593506, "score_mean": 1.371884827960912e-08, "score_p50": -0.2935352921485901, "score_p90": 1.0004830360412598, "fraction_gt1": 0.10002247696111485, "n_inside": 1019, "n_interface": 1976, "n_outside": 1454, "selected_inside_frac": 0.44360902255639095, "selected_interface_frac": 0.3157894736842105, "selected_outside_frac": 0.24060150375939848, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9583333333333334, "step": 15, "n_elem": 4449, "target_elements": 8000, "gap": 3551, "cutoff_score": 1.5261969566345215, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0946266651153564, "score_mean": -9.529298239385753e-08, "score_p50": -0.1909472793340683, "score_p90": 0.9954671263694763, "fraction_gt1": 0.09855581576893052, "n_inside": 1293, "n_interface": 2217, "n_outside": 1614, "selected_inside_frac": 0.19607843137254902, "selected_interface_frac": 0.0784313725490196, "selected_outside_frac": 0.7254901960784313, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 5124, "target_elements": 8000, "gap": 2876, "cutoff_score": 1.5623010396957397, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.031926393508911, "score_mean": 2.09814903229244e-08, "score_p50": -0.0928146243095398, "score_p90": 0.9271588921546936, "fraction_gt1": 0.07786180818150568, "n_inside": 1459, "n_interface": 2290, "n_outside": 2069, "selected_inside_frac": 0.40229885057471265, "selected_interface_frac": 0.26436781609195403, "selected_outside_frac": 0.3333333333333333, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 17, "n_elem": 5818, "target_elements": 8000, "gap": 2182, "cutoff_score": 1.2529100179672241, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1338629722595215, "score_mean": -3.660279190853544e-08, "score_p50": 0.061336636543273926, "score_p90": 0.9840861558914185, "fraction_gt1": 0.0944527736131934, "n_inside": 1743, "n_interface": 2575, "n_outside": 2352, "selected_inside_frac": 0.05, "selected_interface_frac": 0.845, "selected_outside_frac": 0.105, "selected_x_range": 0.9427083333333333, "selected_y_range": 0.9375, "step": 18, "n_elem": 6670, "target_elements": 8000, "gap": 1330, "cutoff_score": 1.3023622035980225, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9586355686187744, "score_mean": -4.8008775621610766e-08, "score_p50": -0.3674752116203308, "score_p90": 1.1091829538345337, "fraction_gt1": 0.13568432092291557, "n_inside": 1784, "n_interface": 3353, "n_outside": 2491, "selected_inside_frac": 0.0, "selected_interface_frac": 0.4435483870967742, "selected_outside_frac": 0.5564516129032258, "selected_x_range": 0.984375, "selected_y_range": 0.9739583333333334, "step": 19, "n_elem": 7628, "target_elements": 8000, "gap": 372, "cutoff_score": 1.3596851825714111, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 53, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.08774826847496171, "max_err": 0.11129746103465724, "actual_elements": 2027, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.6793862581253052, "score_mean": 0.25925469398498535, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 6, "n_interface": 244, "n_outside": 262, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.14583333333333334, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 506, "score_decreased": null }, { "score_max": 0.3396931290626526, "score_mean": 0.24315135180950165, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 27, "n_interface": 297, "n_outside": 262, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666674, "selected_y_range": 0.11458333333333334, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 0.3396931290626526, "num_tied_at_cutoff": 27, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.22044403851032257, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 336, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 686, "target_elements": 2000, "gap": 1314, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 478, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.2002367079257965, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 458, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4791666666666667, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 808, "target_elements": 2000, "gap": 1192, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 430, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.182252436876297, "score_p50": 0.1698465645313263, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 610, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 960, "target_elements": 2000, "gap": 1040, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 370, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1683119386434555, "score_p50": 0.12713640928268433, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 773, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.6458333333333333, "step": 5, "n_elem": 1123, "target_elements": 2000, "gap": 877, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 308, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1572929322719574, "score_p50": 0.12713640928268433, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 913, "n_outside": 296, "selected_inside_frac": 0.0, "selected_interface_frac": 0.07894736842105263, "selected_outside_frac": 0.9210526315789473, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.75, "step": 6, "n_elem": 1297, "target_elements": 2000, "gap": 703, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 242, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1479654312133789, "score_p50": 0.12713640928268433, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 936, "n_outside": 467, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1491, "target_elements": 2000, "gap": 509, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 172, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1398819237947464, "score_p50": 0.12713640928268433, "score_p90": 0.17979803681373596, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 936, "n_outside": 689, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1713, "target_elements": 2000, "gap": 287, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 92, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.13398477435112, "score_p50": 0.12713640928268433, "score_p90": 0.17979803681373596, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 936, "n_outside": 894, "selected_inside_frac": 0.1111111111111111, "selected_interface_frac": 0.0, "selected_outside_frac": 0.8888888888888888, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7135416666666666, "step": 9, "n_elem": 1918, "target_elements": 2000, "gap": 82, "cutoff_score": 0.24019931256771088, "num_tied_at_cutoff": 15, "score_decreased": true } ], "sample_id": 70, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.08297234129322645, "max_err": 0.11258326805906779, "actual_elements": 2146, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9964022636413574, "score_mean": 0.07952524721622467, "score_p50": 1.5794634578014666e-07, "score_p90": 0.15918317437171936, "fraction_gt1": 0.0, "n_inside": 6, "n_interface": 244, "n_outside": 262, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9817729592323303, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9945372939109802, "score_mean": 0.11285924911499023, "score_p50": 1.5830437405384146e-06, "score_p90": 0.7299932837486267, "fraction_gt1": 0.0, "n_inside": 27, "n_interface": 299, "n_outside": 262, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.09375, "selected_y_range": 0.07291666666666663, "step": 1, "n_elem": 588, "target_elements": 2000, "gap": 1412, "cutoff_score": 0.9841596484184265, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9850407242774963, "score_mean": 0.12260516732931137, "score_p50": 0.00010478796320967376, "score_p90": 0.587955117225647, "fraction_gt1": 0.0, "n_inside": 92, "n_interface": 318, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 672, "target_elements": 2000, "gap": 1328, "cutoff_score": 0.9665172100067139, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9727126955986023, "score_mean": 0.14441922307014465, "score_p50": 0.00038646458415314555, "score_p90": 0.6735548973083496, "fraction_gt1": 0.0, "n_inside": 96, "n_interface": 428, "n_outside": 262, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 786, "target_elements": 2000, "gap": 1214, "cutoff_score": 0.9371320009231567, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9881072640419006, "score_mean": 0.16454611718654633, "score_p50": 0.0007052425062283874, "score_p90": 0.7952210903167725, "fraction_gt1": 0.0, "n_inside": 130, "n_interface": 536, "n_outside": 262, "selected_inside_frac": 0.14814814814814814, "selected_interface_frac": 0.7037037037037037, "selected_outside_frac": 0.14814814814814814, "selected_x_range": 0.6875, "selected_y_range": 0.5625, "step": 4, "n_elem": 928, "target_elements": 2000, "gap": 1072, "cutoff_score": 0.9572539925575256, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9825871586799622, "score_mean": 0.15255317091941833, "score_p50": 0.0008213407127186656, "score_p90": 0.7264804840087891, "fraction_gt1": 0.0, "n_inside": 169, "n_interface": 645, "n_outside": 290, "selected_inside_frac": 0.24242424242424243, "selected_interface_frac": 0.6060606060606061, "selected_outside_frac": 0.15151515151515152, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.6875, "step": 5, "n_elem": 1104, "target_elements": 2000, "gap": 896, "cutoff_score": 0.9317324161529541, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9813841581344604, "score_mean": 0.15031422674655914, "score_p50": 0.002219815505668521, "score_p90": 0.741492509841919, "fraction_gt1": 0.0, "n_inside": 210, "n_interface": 765, "n_outside": 336, "selected_inside_frac": 0.07692307692307693, "selected_interface_frac": 0.8205128205128205, "selected_outside_frac": 0.10256410256410256, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1311, "target_elements": 2000, "gap": 689, "cutoff_score": 0.9338635802268982, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9897448420524597, "score_mean": 0.14800278842449188, "score_p50": 0.00232880562543869, "score_p90": 0.6684014797210693, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 950, "n_outside": 370, "selected_inside_frac": 0.08695652173913043, "selected_interface_frac": 0.5869565217391305, "selected_outside_frac": 0.32608695652173914, "selected_x_range": 0.9375, "selected_y_range": 0.9375, "step": 7, "n_elem": 1564, "target_elements": 2000, "gap": 436, "cutoff_score": 0.9255663752555847, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9896082282066345, "score_mean": 0.1524987518787384, "score_p50": 0.0020836233161389828, "score_p90": 0.6588934659957886, "fraction_gt1": 0.0, "n_inside": 271, "n_interface": 1097, "n_outside": 458, "selected_inside_frac": 0.16666666666666666, "selected_interface_frac": 0.5370370370370371, "selected_outside_frac": 0.2962962962962963, "selected_x_range": 0.7395833333333333, "selected_y_range": 0.9479166666666667, "step": 8, "n_elem": 1826, "target_elements": 2000, "gap": 174, "cutoff_score": 0.9032914042472839, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 70, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.08516756213610163, "max_err": 0.11002658977865087, "actual_elements": 2024, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 6.442434787750244, "score_mean": -8.67992639541626e-07, "score_p50": -0.2149740606546402, "score_p90": 0.1063474491238594, "fraction_gt1": 0.072265625, "n_inside": 6, "n_interface": 244, "n_outside": 262, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 1.7667995691299438, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.109316825866699, "score_mean": -3.3573229529793025e-07, "score_p50": -0.06954780220985413, "score_p90": 0.2126261591911316, "fraction_gt1": 0.06972789115646258, "n_inside": 27, "n_interface": 299, "n_outside": 262, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666663, "selected_y_range": 0.07291666666666663, "step": 1, "n_elem": 588, "target_elements": 2000, "gap": 1412, "cutoff_score": 2.584428310394287, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8776203393936157, "score_mean": -3.1694813173999137e-07, "score_p50": 0.06884632259607315, "score_p90": 0.5784208178520203, "fraction_gt1": 0.06379821958456973, "n_inside": 92, "n_interface": 320, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 674, "target_elements": 2000, "gap": 1326, "cutoff_score": 1.7456862926483154, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8075417280197144, "score_mean": -2.897238289278903e-07, "score_p50": 0.18217241764068604, "score_p90": 0.724824070930481, "fraction_gt1": 0.05822784810126582, "n_inside": 92, "n_interface": 436, "n_outside": 262, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.5625, "step": 3, "n_elem": 790, "target_elements": 2000, "gap": 1210, "cutoff_score": 1.3549187183380127, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8173766136169434, "score_mean": -1.4395084235729882e-07, "score_p50": 0.3202270269393921, "score_p90": 0.8102980852127075, "fraction_gt1": 0.0870020964360587, "n_inside": 113, "n_interface": 576, "n_outside": 265, "selected_inside_frac": 0.17857142857142858, "selected_interface_frac": 0.42857142857142855, "selected_outside_frac": 0.39285714285714285, "selected_x_range": 0.8125, "selected_y_range": 0.6875, "step": 4, "n_elem": 954, "target_elements": 2000, "gap": 1046, "cutoff_score": 1.3510704040527344, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9837288856506348, "score_mean": -1.340842601393888e-07, "score_p50": -0.14572326838970184, "score_p90": 0.9796810150146484, "fraction_gt1": 0.09402460456942004, "n_inside": 128, "n_interface": 682, "n_outside": 328, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6470588235294118, "selected_outside_frac": 0.35294117647058826, "selected_x_range": 0.9375, "selected_y_range": 0.8333333333333333, "step": 5, "n_elem": 1138, "target_elements": 2000, "gap": 862, "cutoff_score": 1.4231449365615845, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1193981170654297, "score_mean": 2.311937663534991e-08, "score_p50": -0.3194851875305176, "score_p90": 1.003474473953247, "fraction_gt1": 0.10227272727272728, "n_inside": 128, "n_interface": 801, "n_outside": 391, "selected_inside_frac": 0.46153846153846156, "selected_interface_frac": 0.23076923076923078, "selected_outside_frac": 0.3076923076923077, "selected_x_range": 0.9375, "selected_y_range": 0.9166666666666667, "step": 6, "n_elem": 1320, "target_elements": 2000, "gap": 680, "cutoff_score": 1.4302793741226196, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3219218254089355, "score_mean": -1.4017260241416807e-07, "score_p50": -0.41520875692367554, "score_p90": 1.0973023176193237, "fraction_gt1": 0.11811023622047244, "n_inside": 213, "n_interface": 850, "n_outside": 461, "selected_inside_frac": 0.24444444444444444, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.28888888888888886, "selected_x_range": 0.75, "selected_y_range": 0.8645833333333334, "step": 7, "n_elem": 1524, "target_elements": 2000, "gap": 476, "cutoff_score": 1.5783485174179077, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5697903633117676, "score_mean": -2.4568493017795845e-07, "score_p50": -0.35439279675483704, "score_p90": 1.209751009941101, "fraction_gt1": 0.1374353076480736, "n_inside": 271, "n_interface": 945, "n_outside": 523, "selected_inside_frac": 0.038461538461538464, "selected_interface_frac": 0.038461538461538464, "selected_outside_frac": 0.9230769230769231, "selected_x_range": 0.7604166666666666, "selected_y_range": 0.8854166666666667, "step": 8, "n_elem": 1739, "target_elements": 2000, "gap": 261, "cutoff_score": 1.7046202421188354, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5510997772216797, "score_mean": -1.2405519100866513e-07, "score_p50": -0.3127995729446411, "score_p90": 1.0419830083847046, "fraction_gt1": 0.1092479674796748, "n_inside": 286, "n_interface": 964, "n_outside": 718, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.22916666666666674, "step": 9, "n_elem": 1968, "target_elements": 2000, "gap": 32, "cutoff_score": 2.280027389526367, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 70, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.08039012413276385, "max_err": 0.11641532287928058, "actual_elements": 4156, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.6793862581253052, "score_mean": 0.25925469398498535, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 6, "n_interface": 244, "n_outside": 262, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.14583333333333334, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 506, "score_decreased": null }, { "score_max": 0.3396931290626526, "score_mean": 0.24315135180950165, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 27, "n_interface": 297, "n_outside": 262, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666674, "selected_y_range": 0.11458333333333334, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 0.3396931290626526, "num_tied_at_cutoff": 27, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.22044403851032257, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 336, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 686, "target_elements": 4000, "gap": 3314, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 478, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.2002367079257965, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 458, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4791666666666667, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 808, "target_elements": 4000, "gap": 3192, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 430, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.182252436876297, "score_p50": 0.1698465645313263, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 610, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 960, "target_elements": 4000, "gap": 3040, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 370, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1683119386434555, "score_p50": 0.12713640928268433, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 773, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.6458333333333333, "step": 5, "n_elem": 1123, "target_elements": 4000, "gap": 2877, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 308, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1572929322719574, "score_p50": 0.12713640928268433, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 913, "n_outside": 296, "selected_inside_frac": 0.0, "selected_interface_frac": 0.07894736842105263, "selected_outside_frac": 0.9210526315789473, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.75, "step": 6, "n_elem": 1297, "target_elements": 4000, "gap": 2703, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 242, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1479654312133789, "score_p50": 0.12713640928268433, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 936, "n_outside": 467, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1491, "target_elements": 4000, "gap": 2509, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 172, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1398819237947464, "score_p50": 0.12713640928268433, "score_p90": 0.17979803681373596, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 936, "n_outside": 689, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1713, "target_elements": 4000, "gap": 2287, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 92, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.13398477435112, "score_p50": 0.12713640928268433, "score_p90": 0.17979803681373596, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 936, "n_outside": 894, "selected_inside_frac": 0.2631578947368421, "selected_interface_frac": 0.3157894736842105, "selected_outside_frac": 0.42105263157894735, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7395833333333333, "step": 9, "n_elem": 1918, "target_elements": 4000, "gap": 2082, "cutoff_score": 0.17979803681373596, "num_tied_at_cutoff": 158, "score_decreased": true }, { "score_max": 0.17979803681373596, "score_mean": 0.12708696722984314, "score_p50": 0.12713640928268433, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 1032, "n_outside": 977, "selected_inside_frac": 0.0, "selected_interface_frac": 0.828125, "selected_outside_frac": 0.171875, "selected_x_range": 0.75, "selected_y_range": 0.7083333333333334, "step": 10, "n_elem": 2155, "target_elements": 4000, "gap": 1845, "cutoff_score": 0.17979803681373596, "num_tied_at_cutoff": 127, "score_decreased": true }, { "score_max": 0.17979803681373596, "score_mean": 0.11897420138120651, "score_p50": 0.12713640928268433, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 1274, "n_outside": 1022, "selected_inside_frac": 0.2328767123287671, "selected_interface_frac": 0.0, "selected_outside_frac": 0.7671232876712328, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2442, "target_elements": 4000, "gap": 1558, "cutoff_score": 0.1698465645313263, "num_tied_at_cutoff": 61, "score_decreased": true }, { "score_max": 0.1698465645313263, "score_mean": 0.1095048114657402, "score_p50": 0.12713640928268433, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 229, "n_interface": 1347, "n_outside": 1274, "selected_inside_frac": 0.25882352941176473, "selected_interface_frac": 0.7411764705882353, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.28125, "step": 12, "n_elem": 2850, "target_elements": 4000, "gap": 1150, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 1512, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.10200140625238419, "score_p50": 0.08989901840686798, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 1631, "n_outside": 1274, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.4479166666666667, "step": 13, "n_elem": 3234, "target_elements": 4000, "gap": 766, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 1410, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.09501544386148453, "score_p50": 0.08989901840686798, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 2061, "n_outside": 1274, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5625, "step": 14, "n_elem": 3664, "target_elements": 4000, "gap": 336, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 1264, "score_decreased": true } ], "sample_id": 70, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.08010894885689465, "max_err": 0.11769673231490821, "actual_elements": 4096, "num_steps": 13, "num_solves": 1, "score_stats": [ { "score_max": 0.9964022636413574, "score_mean": 0.07952524721622467, "score_p50": 1.5794634578014666e-07, "score_p90": 0.15918317437171936, "fraction_gt1": 0.0, "n_inside": 6, "n_interface": 244, "n_outside": 262, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9817729592323303, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9945372939109802, "score_mean": 0.11285924911499023, "score_p50": 1.5830437405384146e-06, "score_p90": 0.7299932837486267, "fraction_gt1": 0.0, "n_inside": 27, "n_interface": 299, "n_outside": 262, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.09375, "selected_y_range": 0.07291666666666663, "step": 1, "n_elem": 588, "target_elements": 4000, "gap": 3412, "cutoff_score": 0.9841596484184265, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9850407242774963, "score_mean": 0.12260516732931137, "score_p50": 0.00010478796320967376, "score_p90": 0.587955117225647, "fraction_gt1": 0.0, "n_inside": 92, "n_interface": 318, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 672, "target_elements": 4000, "gap": 3328, "cutoff_score": 0.9665172100067139, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9727126955986023, "score_mean": 0.14441922307014465, "score_p50": 0.00038646458415314555, "score_p90": 0.6735548973083496, "fraction_gt1": 0.0, "n_inside": 96, "n_interface": 428, "n_outside": 262, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 786, "target_elements": 4000, "gap": 3214, "cutoff_score": 0.9371320009231567, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9881072640419006, "score_mean": 0.16454611718654633, "score_p50": 0.0007052425062283874, "score_p90": 0.7952210903167725, "fraction_gt1": 0.0, "n_inside": 130, "n_interface": 536, "n_outside": 262, "selected_inside_frac": 0.14814814814814814, "selected_interface_frac": 0.7037037037037037, "selected_outside_frac": 0.14814814814814814, "selected_x_range": 0.6875, "selected_y_range": 0.5625, "step": 4, "n_elem": 928, "target_elements": 4000, "gap": 3072, "cutoff_score": 0.9572539925575256, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9825871586799622, "score_mean": 0.15255317091941833, "score_p50": 0.0008213407127186656, "score_p90": 0.7264804840087891, "fraction_gt1": 0.0, "n_inside": 169, "n_interface": 645, "n_outside": 290, "selected_inside_frac": 0.24242424242424243, "selected_interface_frac": 0.6060606060606061, "selected_outside_frac": 0.15151515151515152, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.6875, "step": 5, "n_elem": 1104, "target_elements": 4000, "gap": 2896, "cutoff_score": 0.9317324161529541, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9813841581344604, "score_mean": 0.15031422674655914, "score_p50": 0.002219815505668521, "score_p90": 0.741492509841919, "fraction_gt1": 0.0, "n_inside": 210, "n_interface": 765, "n_outside": 336, "selected_inside_frac": 0.07692307692307693, "selected_interface_frac": 0.8205128205128205, "selected_outside_frac": 0.10256410256410256, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1311, "target_elements": 4000, "gap": 2689, "cutoff_score": 0.9338635802268982, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9897448420524597, "score_mean": 0.14800278842449188, "score_p50": 0.00232880562543869, "score_p90": 0.6684014797210693, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 950, "n_outside": 370, "selected_inside_frac": 0.08695652173913043, "selected_interface_frac": 0.5869565217391305, "selected_outside_frac": 0.32608695652173914, "selected_x_range": 0.9375, "selected_y_range": 0.9375, "step": 7, "n_elem": 1564, "target_elements": 4000, "gap": 2436, "cutoff_score": 0.9255663752555847, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9896082282066345, "score_mean": 0.1524987518787384, "score_p50": 0.0020836233161389828, "score_p90": 0.6588934659957886, "fraction_gt1": 0.0, "n_inside": 271, "n_interface": 1097, "n_outside": 458, "selected_inside_frac": 0.16666666666666666, "selected_interface_frac": 0.5370370370370371, "selected_outside_frac": 0.2962962962962963, "selected_x_range": 0.7395833333333333, "selected_y_range": 0.9479166666666667, "step": 8, "n_elem": 1826, "target_elements": 4000, "gap": 2174, "cutoff_score": 0.9032914042472839, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9796879887580872, "score_mean": 0.16705551743507385, "score_p50": 0.001405786955729127, "score_p90": 0.7568758726119995, "fraction_gt1": 0.0, "n_inside": 330, "n_interface": 1271, "n_outside": 545, "selected_inside_frac": 0.203125, "selected_interface_frac": 0.421875, "selected_outside_frac": 0.375, "selected_x_range": 0.78125, "selected_y_range": 0.9479166666666667, "step": 9, "n_elem": 2146, "target_elements": 4000, "gap": 1854, "cutoff_score": 0.9134602546691895, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9855944514274597, "score_mean": 0.16447369754314423, "score_p50": 0.0012472128728404641, "score_p90": 0.769244372844696, "fraction_gt1": 0.0, "n_inside": 403, "n_interface": 1459, "n_outside": 661, "selected_inside_frac": 0.05333333333333334, "selected_interface_frac": 0.41333333333333333, "selected_outside_frac": 0.5333333333333333, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 10, "n_elem": 2523, "target_elements": 4000, "gap": 1477, "cutoff_score": 0.9399386048316956, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9821686148643494, "score_mean": 0.1545819789171219, "score_p50": 0.0012907686177641153, "score_p90": 0.7431838512420654, "fraction_gt1": 0.0, "n_inside": 441, "n_interface": 1655, "n_outside": 824, "selected_inside_frac": 0.22988505747126436, "selected_interface_frac": 0.5747126436781609, "selected_outside_frac": 0.19540229885057472, "selected_x_range": 0.9583333333333334, "selected_y_range": 0.96875, "step": 11, "n_elem": 2920, "target_elements": 4000, "gap": 1080, "cutoff_score": 0.9226088523864746, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9836717247962952, "score_mean": 0.1548921763896942, "score_p50": 0.001651427592150867, "score_p90": 0.7261499762535095, "fraction_gt1": 0.0, "n_inside": 558, "n_interface": 1988, "n_outside": 933, "selected_inside_frac": 0.09615384615384616, "selected_interface_frac": 0.6730769230769231, "selected_outside_frac": 0.23076923076923078, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8125, "step": 12, "n_elem": 3479, "target_elements": 4000, "gap": 521, "cutoff_score": 0.9190126657485962, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 70, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.08097094949200523, "max_err": 0.11825839192919102, "actual_elements": 4097, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 6.442434787750244, "score_mean": -8.67992639541626e-07, "score_p50": -0.2149740606546402, "score_p90": 0.1063474491238594, "fraction_gt1": 0.072265625, "n_inside": 6, "n_interface": 244, "n_outside": 262, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 1.7667995691299438, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.109316825866699, "score_mean": -3.3573229529793025e-07, "score_p50": -0.06954780220985413, "score_p90": 0.2126261591911316, "fraction_gt1": 0.06972789115646258, "n_inside": 27, "n_interface": 299, "n_outside": 262, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666663, "selected_y_range": 0.07291666666666663, "step": 1, "n_elem": 588, "target_elements": 4000, "gap": 3412, "cutoff_score": 2.584428310394287, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8776203393936157, "score_mean": -3.1694813173999137e-07, "score_p50": 0.06884632259607315, "score_p90": 0.5784208178520203, "fraction_gt1": 0.06379821958456973, "n_inside": 92, "n_interface": 320, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 674, "target_elements": 4000, "gap": 3326, "cutoff_score": 1.7456862926483154, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8075417280197144, "score_mean": -2.897238289278903e-07, "score_p50": 0.18217241764068604, "score_p90": 0.724824070930481, "fraction_gt1": 0.05822784810126582, "n_inside": 92, "n_interface": 436, "n_outside": 262, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.5625, "step": 3, "n_elem": 790, "target_elements": 4000, "gap": 3210, "cutoff_score": 1.3549187183380127, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8173766136169434, "score_mean": -1.4395084235729882e-07, "score_p50": 0.3202270269393921, "score_p90": 0.8102980852127075, "fraction_gt1": 0.0870020964360587, "n_inside": 113, "n_interface": 576, "n_outside": 265, "selected_inside_frac": 0.17857142857142858, "selected_interface_frac": 0.42857142857142855, "selected_outside_frac": 0.39285714285714285, "selected_x_range": 0.8125, "selected_y_range": 0.6875, "step": 4, "n_elem": 954, "target_elements": 4000, "gap": 3046, "cutoff_score": 1.3510704040527344, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9837288856506348, "score_mean": -1.340842601393888e-07, "score_p50": -0.14572326838970184, "score_p90": 0.9796810150146484, "fraction_gt1": 0.09402460456942004, "n_inside": 128, "n_interface": 682, "n_outside": 328, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6470588235294118, "selected_outside_frac": 0.35294117647058826, "selected_x_range": 0.9375, "selected_y_range": 0.8333333333333333, "step": 5, "n_elem": 1138, "target_elements": 4000, "gap": 2862, "cutoff_score": 1.4231449365615845, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1193981170654297, "score_mean": 2.311937663534991e-08, "score_p50": -0.3194851875305176, "score_p90": 1.003474473953247, "fraction_gt1": 0.10227272727272728, "n_inside": 128, "n_interface": 801, "n_outside": 391, "selected_inside_frac": 0.46153846153846156, "selected_interface_frac": 0.23076923076923078, "selected_outside_frac": 0.3076923076923077, "selected_x_range": 0.9375, "selected_y_range": 0.9166666666666667, "step": 6, "n_elem": 1320, "target_elements": 4000, "gap": 2680, "cutoff_score": 1.4302793741226196, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3219218254089355, "score_mean": -1.4017260241416807e-07, "score_p50": -0.41520875692367554, "score_p90": 1.0973023176193237, "fraction_gt1": 0.11811023622047244, "n_inside": 213, "n_interface": 850, "n_outside": 461, "selected_inside_frac": 0.24444444444444444, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.28888888888888886, "selected_x_range": 0.75, "selected_y_range": 0.8645833333333334, "step": 7, "n_elem": 1524, "target_elements": 4000, "gap": 2476, "cutoff_score": 1.5783485174179077, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5697903633117676, "score_mean": -2.4568493017795845e-07, "score_p50": -0.35439279675483704, "score_p90": 1.209751009941101, "fraction_gt1": 0.1374353076480736, "n_inside": 271, "n_interface": 945, "n_outside": 523, "selected_inside_frac": 0.038461538461538464, "selected_interface_frac": 0.038461538461538464, "selected_outside_frac": 0.9230769230769231, "selected_x_range": 0.7604166666666666, "selected_y_range": 0.8854166666666667, "step": 8, "n_elem": 1739, "target_elements": 4000, "gap": 2261, "cutoff_score": 1.7046202421188354, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5510997772216797, "score_mean": -1.2405519100866513e-07, "score_p50": -0.3127995729446411, "score_p90": 1.0419830083847046, "fraction_gt1": 0.1092479674796748, "n_inside": 286, "n_interface": 964, "n_outside": 718, "selected_inside_frac": 0.0, "selected_interface_frac": 0.13559322033898305, "selected_outside_frac": 0.864406779661017, "selected_x_range": 0.8645833333333333, "selected_y_range": 0.96875, "step": 9, "n_elem": 1968, "target_elements": 4000, "gap": 2032, "cutoff_score": 1.8363187313079834, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.0210328102111816, "score_mean": 4.163380395993954e-08, "score_p50": -0.23176108300685883, "score_p90": 0.9920452237129211, "fraction_gt1": 0.09777171441564347, "n_inside": 286, "n_interface": 1029, "n_outside": 884, "selected_inside_frac": 0.2, "selected_interface_frac": 0.6923076923076923, "selected_outside_frac": 0.1076923076923077, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.96875, "step": 10, "n_elem": 2199, "target_elements": 4000, "gap": 1801, "cutoff_score": 1.23418128490448, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1257264614105225, "score_mean": 2.416276956296315e-08, "score_p50": -0.060098230838775635, "score_p90": 1.0267205238342285, "fraction_gt1": 0.10451306413301663, "n_inside": 345, "n_interface": 1262, "n_outside": 919, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8533333333333334, "selected_outside_frac": 0.14666666666666667, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2526, "target_elements": 4000, "gap": 1474, "cutoff_score": 1.3539953231811523, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.304950475692749, "score_mean": -2.1163369723353753e-08, "score_p50": 0.07188403606414795, "score_p90": 0.9978336691856384, "fraction_gt1": 0.09778085991678225, "n_inside": 345, "n_interface": 1546, "n_outside": 993, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8604651162790697, "selected_outside_frac": 0.13953488372093023, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9583333333333334, "step": 12, "n_elem": 2884, "target_elements": 4000, "gap": 1116, "cutoff_score": 1.442276954650879, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.444748878479004, "score_mean": -1.8339891028062993e-07, "score_p50": 0.22295475006103516, "score_p90": 0.964293360710144, "fraction_gt1": 0.08623798076923077, "n_inside": 345, "n_interface": 1913, "n_outside": 1070, "selected_inside_frac": 0.35353535353535354, "selected_interface_frac": 0.21212121212121213, "selected_outside_frac": 0.43434343434343436, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8854166666666667, "step": 13, "n_elem": 3328, "target_elements": 4000, "gap": 672, "cutoff_score": 1.5828993320465088, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.643233299255371, "score_mean": -1.2545767447136313e-07, "score_p50": -0.29420900344848633, "score_p90": 0.7883077263832092, "fraction_gt1": 0.08453237410071943, "n_inside": 491, "n_interface": 2082, "n_outside": 1319, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6388888888888888, "selected_outside_frac": 0.3611111111111111, "selected_x_range": 0.84375, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 3892, "target_elements": 4000, "gap": 108, "cutoff_score": 1.798211932182312, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 70, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.07972865518467413, "max_err": 0.12002254581863639, "actual_elements": 8138, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.6793862581253052, "score_mean": 0.25925469398498535, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 6, "n_interface": 244, "n_outside": 262, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.14583333333333334, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 506, "score_decreased": null }, { "score_max": 0.3396931290626526, "score_mean": 0.24315135180950165, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 27, "n_interface": 297, "n_outside": 262, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666674, "selected_y_range": 0.11458333333333334, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 0.3396931290626526, "num_tied_at_cutoff": 27, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.22044403851032257, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 336, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 686, "target_elements": 8000, "gap": 7314, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 478, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.2002367079257965, "score_p50": 0.25427281856536865, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 458, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4791666666666667, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 808, "target_elements": 8000, "gap": 7192, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 430, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.182252436876297, "score_p50": 0.1698465645313263, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 610, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 960, "target_elements": 8000, "gap": 7040, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 370, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1683119386434555, "score_p50": 0.12713640928268433, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 773, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.6458333333333333, "step": 5, "n_elem": 1123, "target_elements": 8000, "gap": 6877, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 308, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1572929322719574, "score_p50": 0.12713640928268433, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 913, "n_outside": 296, "selected_inside_frac": 0.0, "selected_interface_frac": 0.07894736842105263, "selected_outside_frac": 0.9210526315789473, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.75, "step": 6, "n_elem": 1297, "target_elements": 8000, "gap": 6703, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 242, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1479654312133789, "score_p50": 0.12713640928268433, "score_p90": 0.25427281856536865, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 936, "n_outside": 467, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1491, "target_elements": 8000, "gap": 6509, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 172, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.1398819237947464, "score_p50": 0.12713640928268433, "score_p90": 0.17979803681373596, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 936, "n_outside": 689, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1713, "target_elements": 8000, "gap": 6287, "cutoff_score": 0.25427281856536865, "num_tied_at_cutoff": 92, "score_decreased": true }, { "score_max": 0.25427281856536865, "score_mean": 0.13398477435112, "score_p50": 0.12713640928268433, "score_p90": 0.17979803681373596, "fraction_gt1": 0.0, "n_inside": 88, "n_interface": 936, "n_outside": 894, "selected_inside_frac": 0.2631578947368421, "selected_interface_frac": 0.3157894736842105, "selected_outside_frac": 0.42105263157894735, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7395833333333333, "step": 9, "n_elem": 1918, "target_elements": 8000, "gap": 6082, "cutoff_score": 0.17979803681373596, "num_tied_at_cutoff": 158, "score_decreased": true }, { "score_max": 0.17979803681373596, "score_mean": 0.12708696722984314, "score_p50": 0.12713640928268433, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 1032, "n_outside": 977, "selected_inside_frac": 0.0, "selected_interface_frac": 0.828125, "selected_outside_frac": 0.171875, "selected_x_range": 0.75, "selected_y_range": 0.7083333333333334, "step": 10, "n_elem": 2155, "target_elements": 8000, "gap": 5845, "cutoff_score": 0.17979803681373596, "num_tied_at_cutoff": 127, "score_decreased": true }, { "score_max": 0.17979803681373596, "score_mean": 0.11897420138120651, "score_p50": 0.12713640928268433, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 146, "n_interface": 1274, "n_outside": 1022, "selected_inside_frac": 0.2328767123287671, "selected_interface_frac": 0.0, "selected_outside_frac": 0.7671232876712328, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2442, "target_elements": 8000, "gap": 5558, "cutoff_score": 0.1698465645313263, "num_tied_at_cutoff": 61, "score_decreased": true }, { "score_max": 0.1698465645313263, "score_mean": 0.1095048114657402, "score_p50": 0.12713640928268433, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 229, "n_interface": 1347, "n_outside": 1274, "selected_inside_frac": 0.25882352941176473, "selected_interface_frac": 0.7411764705882353, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.28125, "step": 12, "n_elem": 2850, "target_elements": 8000, "gap": 5150, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 1512, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.10200140625238419, "score_p50": 0.08989901840686798, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 1631, "n_outside": 1274, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.4479166666666667, "step": 13, "n_elem": 3234, "target_elements": 8000, "gap": 4766, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 1410, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.09501544386148453, "score_p50": 0.08989901840686798, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 2061, "n_outside": 1274, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5625, "step": 14, "n_elem": 3664, "target_elements": 8000, "gap": 4336, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 1264, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.08880642801523209, "score_p50": 0.08989901840686798, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 2553, "n_outside": 1274, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.625, "step": 15, "n_elem": 4156, "target_elements": 8000, "gap": 3844, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 1094, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.08344142138957977, "score_p50": 0.06356820464134216, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 3097, "n_outside": 1274, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6312056737588653, "selected_outside_frac": 0.36879432624113473, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.71875, "step": 16, "n_elem": 4700, "target_elements": 8000, "gap": 3300, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 910, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.07892858982086182, "score_p50": 0.06356820464134216, "score_p90": 0.12713640928268433, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 3419, "n_outside": 1534, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.7916666666666667, "step": 17, "n_elem": 5282, "target_elements": 8000, "gap": 2718, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 712, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.07498321682214737, "score_p50": 0.06356820464134216, "score_p90": 0.08989901840686798, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 3419, "n_outside": 2176, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.8854166666666667, "step": 18, "n_elem": 5924, "target_elements": 8000, "gap": 2076, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 492, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.07159069925546646, "score_p50": 0.06356820464134216, "score_p90": 0.08989901840686798, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 3419, "n_outside": 2858, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 6606, "target_elements": 8000, "gap": 1394, "cutoff_score": 0.12713640928268433, "num_tied_at_cutoff": 276, "score_decreased": true }, { "score_max": 0.12713640928268433, "score_mean": 0.06875104457139969, "score_p50": 0.06356820464134216, "score_p90": 0.08989901840686798, "fraction_gt1": 0.0, "n_inside": 329, "n_interface": 3419, "n_outside": 3558, "selected_inside_frac": 0.4337899543378995, "selected_interface_frac": 0.2831050228310502, "selected_outside_frac": 0.2831050228310502, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8489583333333334, "step": 20, "n_elem": 7306, "target_elements": 8000, "gap": 694, "cutoff_score": 0.08989901840686798, "num_tied_at_cutoff": 978, "score_decreased": true } ], "sample_id": 70, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.07935128039637776, "max_err": 0.11913417185502165, "actual_elements": 8096, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9964022636413574, "score_mean": 0.07952524721622467, "score_p50": 1.5794634578014666e-07, "score_p90": 0.15918317437171936, "fraction_gt1": 0.0, "n_inside": 6, "n_interface": 244, "n_outside": 262, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9817729592323303, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9945372939109802, "score_mean": 0.11285924911499023, "score_p50": 1.5830437405384146e-06, "score_p90": 0.7299932837486267, "fraction_gt1": 0.0, "n_inside": 27, "n_interface": 299, "n_outside": 262, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.09375, "selected_y_range": 0.07291666666666663, "step": 1, "n_elem": 588, "target_elements": 8000, "gap": 7412, "cutoff_score": 0.9841596484184265, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9850407242774963, "score_mean": 0.12260516732931137, "score_p50": 0.00010478796320967376, "score_p90": 0.587955117225647, "fraction_gt1": 0.0, "n_inside": 92, "n_interface": 318, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 672, "target_elements": 8000, "gap": 7328, "cutoff_score": 0.9665172100067139, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9727126955986023, "score_mean": 0.14441922307014465, "score_p50": 0.00038646458415314555, "score_p90": 0.6735548973083496, "fraction_gt1": 0.0, "n_inside": 96, "n_interface": 428, "n_outside": 262, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.43749999999999994, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 786, "target_elements": 8000, "gap": 7214, "cutoff_score": 0.9371320009231567, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9881072640419006, "score_mean": 0.16454611718654633, "score_p50": 0.0007052425062283874, "score_p90": 0.7952210903167725, "fraction_gt1": 0.0, "n_inside": 130, "n_interface": 536, "n_outside": 262, "selected_inside_frac": 0.14814814814814814, "selected_interface_frac": 0.7037037037037037, "selected_outside_frac": 0.14814814814814814, "selected_x_range": 0.6875, "selected_y_range": 0.5625, "step": 4, "n_elem": 928, "target_elements": 8000, "gap": 7072, "cutoff_score": 0.9572539925575256, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9825871586799622, "score_mean": 0.15255317091941833, "score_p50": 0.0008213407127186656, "score_p90": 0.7264804840087891, "fraction_gt1": 0.0, "n_inside": 169, "n_interface": 645, "n_outside": 290, "selected_inside_frac": 0.24242424242424243, "selected_interface_frac": 0.6060606060606061, "selected_outside_frac": 0.15151515151515152, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.6875, "step": 5, "n_elem": 1104, "target_elements": 8000, "gap": 6896, "cutoff_score": 0.9317324161529541, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9813841581344604, "score_mean": 0.15031422674655914, "score_p50": 0.002219815505668521, "score_p90": 0.741492509841919, "fraction_gt1": 0.0, "n_inside": 210, "n_interface": 765, "n_outside": 336, "selected_inside_frac": 0.07692307692307693, "selected_interface_frac": 0.8205128205128205, "selected_outside_frac": 0.10256410256410256, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1311, "target_elements": 8000, "gap": 6689, "cutoff_score": 0.9338635802268982, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9897448420524597, "score_mean": 0.14800278842449188, "score_p50": 0.00232880562543869, "score_p90": 0.6684014797210693, "fraction_gt1": 0.0, "n_inside": 244, "n_interface": 950, "n_outside": 370, "selected_inside_frac": 0.08695652173913043, "selected_interface_frac": 0.5869565217391305, "selected_outside_frac": 0.32608695652173914, "selected_x_range": 0.9375, "selected_y_range": 0.9375, "step": 7, "n_elem": 1564, "target_elements": 8000, "gap": 6436, "cutoff_score": 0.9255663752555847, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9896082282066345, "score_mean": 0.1524987518787384, "score_p50": 0.0020836233161389828, "score_p90": 0.6588934659957886, "fraction_gt1": 0.0, "n_inside": 271, "n_interface": 1097, "n_outside": 458, "selected_inside_frac": 0.16666666666666666, "selected_interface_frac": 0.5370370370370371, "selected_outside_frac": 0.2962962962962963, "selected_x_range": 0.7395833333333333, "selected_y_range": 0.9479166666666667, "step": 8, "n_elem": 1826, "target_elements": 8000, "gap": 6174, "cutoff_score": 0.9032914042472839, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9796879887580872, "score_mean": 0.16705551743507385, "score_p50": 0.001405786955729127, "score_p90": 0.7568758726119995, "fraction_gt1": 0.0, "n_inside": 330, "n_interface": 1271, "n_outside": 545, "selected_inside_frac": 0.203125, "selected_interface_frac": 0.421875, "selected_outside_frac": 0.375, "selected_x_range": 0.78125, "selected_y_range": 0.9479166666666667, "step": 9, "n_elem": 2146, "target_elements": 8000, "gap": 5854, "cutoff_score": 0.9134602546691895, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9855944514274597, "score_mean": 0.16447369754314423, "score_p50": 0.0012472128728404641, "score_p90": 0.769244372844696, "fraction_gt1": 0.0, "n_inside": 403, "n_interface": 1459, "n_outside": 661, "selected_inside_frac": 0.05333333333333334, "selected_interface_frac": 0.41333333333333333, "selected_outside_frac": 0.5333333333333333, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 10, "n_elem": 2523, "target_elements": 8000, "gap": 5477, "cutoff_score": 0.9399386048316956, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9821686148643494, "score_mean": 0.1545819789171219, "score_p50": 0.0012907686177641153, "score_p90": 0.7431838512420654, "fraction_gt1": 0.0, "n_inside": 441, "n_interface": 1655, "n_outside": 824, "selected_inside_frac": 0.22988505747126436, "selected_interface_frac": 0.5747126436781609, "selected_outside_frac": 0.19540229885057472, "selected_x_range": 0.9583333333333334, "selected_y_range": 0.96875, "step": 11, "n_elem": 2920, "target_elements": 8000, "gap": 5080, "cutoff_score": 0.9226088523864746, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9836717247962952, "score_mean": 0.1548921763896942, "score_p50": 0.001651427592150867, "score_p90": 0.7261499762535095, "fraction_gt1": 0.0, "n_inside": 558, "n_interface": 1988, "n_outside": 933, "selected_inside_frac": 0.09615384615384616, "selected_interface_frac": 0.6730769230769231, "selected_outside_frac": 0.23076923076923078, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8125, "step": 12, "n_elem": 3479, "target_elements": 8000, "gap": 4521, "cutoff_score": 0.9190126657485962, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9885936975479126, "score_mean": 0.16263319551944733, "score_p50": 0.0010920795612037182, "score_p90": 0.7338603138923645, "fraction_gt1": 0.0, "n_inside": 612, "n_interface": 2414, "n_outside": 1070, "selected_inside_frac": 0.19672131147540983, "selected_interface_frac": 0.5409836065573771, "selected_outside_frac": 0.26229508196721313, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 4096, "target_elements": 8000, "gap": 3904, "cutoff_score": 0.9082702398300171, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9832737445831299, "score_mean": 0.1572563350200653, "score_p50": 0.0013949967687949538, "score_p90": 0.7145251631736755, "fraction_gt1": 0.0, "n_inside": 773, "n_interface": 2796, "n_outside": 1278, "selected_inside_frac": 0.1310344827586207, "selected_interface_frac": 0.6689655172413793, "selected_outside_frac": 0.2, "selected_x_range": 0.96875, "selected_y_range": 0.9375, "step": 14, "n_elem": 4847, "target_elements": 8000, "gap": 3153, "cutoff_score": 0.9202039837837219, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9850215315818787, "score_mean": 0.15262649953365326, "score_p50": 0.0023454129695892334, "score_p90": 0.7322019338607788, "fraction_gt1": 0.0, "n_inside": 895, "n_interface": 3362, "n_outside": 1452, "selected_inside_frac": 0.12280701754385964, "selected_interface_frac": 0.6374269005847953, "selected_outside_frac": 0.23976608187134502, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.921875, "step": 15, "n_elem": 5709, "target_elements": 8000, "gap": 2291, "cutoff_score": 0.9177892208099365, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9903659820556641, "score_mean": 0.15282458066940308, "score_p50": 0.002599433995783329, "score_p90": 0.6967690587043762, "fraction_gt1": 0.0, "n_inside": 1029, "n_interface": 4018, "n_outside": 1702, "selected_inside_frac": 0.2079207920792079, "selected_interface_frac": 0.599009900990099, "selected_outside_frac": 0.19306930693069307, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 6749, "target_elements": 8000, "gap": 1251, "cutoff_score": 0.9009714126586914, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9865078926086426, "score_mean": 0.16124227643013, "score_p50": 0.00255871145054698, "score_p90": 0.7090877294540405, "fraction_gt1": 0.0, "n_inside": 1278, "n_interface": 4713, "n_outside": 1935, "selected_inside_frac": 0.0, "selected_interface_frac": 0.75, "selected_outside_frac": 0.25, "selected_x_range": 0.7864583333333333, "selected_y_range": 0.6822916666666666, "step": 17, "n_elem": 7926, "target_elements": 8000, "gap": 74, "cutoff_score": 0.9664470553398132, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 70, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.07948949990761932, "max_err": 0.11931370963201979, "actual_elements": 8066, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 6.442434787750244, "score_mean": -8.67992639541626e-07, "score_p50": -0.2149740606546402, "score_p90": 0.1063474491238594, "fraction_gt1": 0.072265625, "n_inside": 6, "n_interface": 244, "n_outside": 262, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 1.7667995691299438, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 4.109316825866699, "score_mean": -3.3573229529793025e-07, "score_p50": -0.06954780220985413, "score_p90": 0.2126261591911316, "fraction_gt1": 0.06972789115646258, "n_inside": 27, "n_interface": 299, "n_outside": 262, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666663, "selected_y_range": 0.07291666666666663, "step": 1, "n_elem": 588, "target_elements": 8000, "gap": 7412, "cutoff_score": 2.584428310394287, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8776203393936157, "score_mean": -3.1694813173999137e-07, "score_p50": 0.06884632259607315, "score_p90": 0.5784208178520203, "fraction_gt1": 0.06379821958456973, "n_inside": 92, "n_interface": 320, "n_outside": 262, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 674, "target_elements": 8000, "gap": 7326, "cutoff_score": 1.7456862926483154, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8075417280197144, "score_mean": -2.897238289278903e-07, "score_p50": 0.18217241764068604, "score_p90": 0.724824070930481, "fraction_gt1": 0.05822784810126582, "n_inside": 92, "n_interface": 436, "n_outside": 262, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.5625, "step": 3, "n_elem": 790, "target_elements": 8000, "gap": 7210, "cutoff_score": 1.3549187183380127, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8173766136169434, "score_mean": -1.4395084235729882e-07, "score_p50": 0.3202270269393921, "score_p90": 0.8102980852127075, "fraction_gt1": 0.0870020964360587, "n_inside": 113, "n_interface": 576, "n_outside": 265, "selected_inside_frac": 0.17857142857142858, "selected_interface_frac": 0.42857142857142855, "selected_outside_frac": 0.39285714285714285, "selected_x_range": 0.8125, "selected_y_range": 0.6875, "step": 4, "n_elem": 954, "target_elements": 8000, "gap": 7046, "cutoff_score": 1.3510704040527344, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9837288856506348, "score_mean": -1.340842601393888e-07, "score_p50": -0.14572326838970184, "score_p90": 0.9796810150146484, "fraction_gt1": 0.09402460456942004, "n_inside": 128, "n_interface": 682, "n_outside": 328, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6470588235294118, "selected_outside_frac": 0.35294117647058826, "selected_x_range": 0.9375, "selected_y_range": 0.8333333333333333, "step": 5, "n_elem": 1138, "target_elements": 8000, "gap": 6862, "cutoff_score": 1.4231449365615845, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1193981170654297, "score_mean": 2.311937663534991e-08, "score_p50": -0.3194851875305176, "score_p90": 1.003474473953247, "fraction_gt1": 0.10227272727272728, "n_inside": 128, "n_interface": 801, "n_outside": 391, "selected_inside_frac": 0.46153846153846156, "selected_interface_frac": 0.23076923076923078, "selected_outside_frac": 0.3076923076923077, "selected_x_range": 0.9375, "selected_y_range": 0.9166666666666667, "step": 6, "n_elem": 1320, "target_elements": 8000, "gap": 6680, "cutoff_score": 1.4302793741226196, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3219218254089355, "score_mean": -1.4017260241416807e-07, "score_p50": -0.41520875692367554, "score_p90": 1.0973023176193237, "fraction_gt1": 0.11811023622047244, "n_inside": 213, "n_interface": 850, "n_outside": 461, "selected_inside_frac": 0.24444444444444444, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.28888888888888886, "selected_x_range": 0.75, "selected_y_range": 0.8645833333333334, "step": 7, "n_elem": 1524, "target_elements": 8000, "gap": 6476, "cutoff_score": 1.5783485174179077, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5697903633117676, "score_mean": -2.4568493017795845e-07, "score_p50": -0.35439279675483704, "score_p90": 1.209751009941101, "fraction_gt1": 0.1374353076480736, "n_inside": 271, "n_interface": 945, "n_outside": 523, "selected_inside_frac": 0.038461538461538464, "selected_interface_frac": 0.038461538461538464, "selected_outside_frac": 0.9230769230769231, "selected_x_range": 0.7604166666666666, "selected_y_range": 0.8854166666666667, "step": 8, "n_elem": 1739, "target_elements": 8000, "gap": 6261, "cutoff_score": 1.7046202421188354, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5510997772216797, "score_mean": -1.2405519100866513e-07, "score_p50": -0.3127995729446411, "score_p90": 1.0419830083847046, "fraction_gt1": 0.1092479674796748, "n_inside": 286, "n_interface": 964, "n_outside": 718, "selected_inside_frac": 0.0, "selected_interface_frac": 0.13559322033898305, "selected_outside_frac": 0.864406779661017, "selected_x_range": 0.8645833333333333, "selected_y_range": 0.96875, "step": 9, "n_elem": 1968, "target_elements": 8000, "gap": 6032, "cutoff_score": 1.8363187313079834, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.0210328102111816, "score_mean": 4.163380395993954e-08, "score_p50": -0.23176108300685883, "score_p90": 0.9920452237129211, "fraction_gt1": 0.09777171441564347, "n_inside": 286, "n_interface": 1029, "n_outside": 884, "selected_inside_frac": 0.2, "selected_interface_frac": 0.6923076923076923, "selected_outside_frac": 0.1076923076923077, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.96875, "step": 10, "n_elem": 2199, "target_elements": 8000, "gap": 5801, "cutoff_score": 1.23418128490448, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1257264614105225, "score_mean": 2.416276956296315e-08, "score_p50": -0.060098230838775635, "score_p90": 1.0267205238342285, "fraction_gt1": 0.10451306413301663, "n_inside": 345, "n_interface": 1262, "n_outside": 919, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8533333333333334, "selected_outside_frac": 0.14666666666666667, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2526, "target_elements": 8000, "gap": 5474, "cutoff_score": 1.3539953231811523, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.304950475692749, "score_mean": -2.1163369723353753e-08, "score_p50": 0.07188403606414795, "score_p90": 0.9978336691856384, "fraction_gt1": 0.09778085991678225, "n_inside": 345, "n_interface": 1546, "n_outside": 993, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8604651162790697, "selected_outside_frac": 0.13953488372093023, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9583333333333334, "step": 12, "n_elem": 2884, "target_elements": 8000, "gap": 5116, "cutoff_score": 1.442276954650879, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.444748878479004, "score_mean": -1.8339891028062993e-07, "score_p50": 0.22295475006103516, "score_p90": 0.964293360710144, "fraction_gt1": 0.08623798076923077, "n_inside": 345, "n_interface": 1913, "n_outside": 1070, "selected_inside_frac": 0.35353535353535354, "selected_interface_frac": 0.21212121212121213, "selected_outside_frac": 0.43434343434343436, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8854166666666667, "step": 13, "n_elem": 3328, "target_elements": 8000, "gap": 4672, "cutoff_score": 1.5828993320465088, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.643233299255371, "score_mean": -1.2545767447136313e-07, "score_p50": -0.29420900344848633, "score_p90": 0.7883077263832092, "fraction_gt1": 0.08453237410071943, "n_inside": 491, "n_interface": 2082, "n_outside": 1319, "selected_inside_frac": 0.20689655172413793, "selected_interface_frac": 0.5689655172413793, "selected_outside_frac": 0.22413793103448276, "selected_x_range": 0.9375, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 3892, "target_elements": 8000, "gap": 4108, "cutoff_score": 1.5241923332214355, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.345423460006714, "score_mean": -8.130793816008008e-08, "score_p50": -0.1842261701822281, "score_p90": 0.7897288799285889, "fraction_gt1": 0.07726465364120781, "n_inside": 591, "n_interface": 2449, "n_outside": 1464, "selected_inside_frac": 0.014814814814814815, "selected_interface_frac": 0.7481481481481481, "selected_outside_frac": 0.23703703703703705, "selected_x_range": 0.9375, "selected_y_range": 0.9166666666666667, "step": 15, "n_elem": 4504, "target_elements": 8000, "gap": 3496, "cutoff_score": 1.326360821723938, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.035346269607544, "score_mean": -4.743357706615825e-08, "score_p50": -0.0709507167339325, "score_p90": 0.8254902958869934, "fraction_gt1": 0.0691665047600544, "n_inside": 601, "n_interface": 2908, "n_outside": 1638, "selected_inside_frac": 0.18181818181818182, "selected_interface_frac": 0.6818181818181818, "selected_outside_frac": 0.13636363636363635, "selected_x_range": 0.9375, "selected_y_range": 0.8541666666666666, "step": 16, "n_elem": 5147, "target_elements": 8000, "gap": 2853, "cutoff_score": 1.2899833917617798, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.176818370819092, "score_mean": -1.031347665048088e-07, "score_p50": 0.059221476316452026, "score_p90": 0.9639537334442139, "fraction_gt1": 0.0767151064548834, "n_inside": 723, "n_interface": 3422, "n_outside": 1773, "selected_inside_frac": 0.24858757062146894, "selected_interface_frac": 0.20903954802259886, "selected_outside_frac": 0.5423728813559322, "selected_x_range": 0.9375, "selected_y_range": 0.90625, "step": 17, "n_elem": 5918, "target_elements": 8000, "gap": 2082, "cutoff_score": 1.4170774221420288, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3280632495880127, "score_mean": -1.801509874610474e-08, "score_p50": -0.41008293628692627, "score_p90": 1.0814744234085083, "fraction_gt1": 0.13119834710743802, "n_inside": 902, "n_interface": 3669, "n_outside": 2205, "selected_inside_frac": 0.1477832512315271, "selected_interface_frac": 0.3645320197044335, "selected_outside_frac": 0.4876847290640394, "selected_x_range": 0.9739583333333334, "selected_y_range": 0.984375, "step": 18, "n_elem": 6776, "target_elements": 8000, "gap": 1224, "cutoff_score": 1.4664744138717651, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5589938163757324, "score_mean": -2.9478087526513264e-07, "score_p50": -0.32469886541366577, "score_p90": 1.001618504524231, "fraction_gt1": 0.1009150991357397, "n_inside": 1044, "n_interface": 4108, "n_outside": 2716, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.84375, "selected_y_range": 0.26041666666666674, "step": 19, "n_elem": 7868, "target_elements": 8000, "gap": 132, "cutoff_score": 2.3729119300842285, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 70, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.14027551147931455, "max_err": 0.16408524396674667, "actual_elements": 2026, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.5985276699066162, "score_mean": 0.22000689804553986, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 7, "n_interface": 259, "n_outside": 246, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.16666666666666666, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 505, "score_decreased": null }, { "score_max": 0.2992638349533081, "score_mean": 0.206649512052536, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 24, "n_interface": 308, "n_outside": 246, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666674, "selected_y_range": 0.10416666666666663, "step": 1, "n_elem": 578, "target_elements": 2000, "gap": 1422, "cutoff_score": 0.2992638349533081, "num_tied_at_cutoff": 24, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.18933698534965515, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 335, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 676, "target_elements": 2000, "gap": 1324, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 484, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.17295360565185547, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 447, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.4583333333333333, "step": 3, "n_elem": 788, "target_elements": 2000, "gap": 1212, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 436, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.15791329741477966, "score_p50": 0.14963191747665405, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 586, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 927, "target_elements": 2000, "gap": 1073, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 384, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.14629659056663513, "score_p50": 0.10738004744052887, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 732, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.6875, "step": 5, "n_elem": 1073, "target_elements": 2000, "gap": 927, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 330, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.1362076848745346, "score_p50": 0.10738004744052887, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 901, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6486486486486487, "selected_outside_frac": 0.35135135135135137, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.7708333333333333, "step": 6, "n_elem": 1242, "target_elements": 2000, "gap": 758, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 270, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.12779134511947632, "score_p50": 0.10738004744052887, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 987, "n_outside": 350, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1432, "target_elements": 2000, "gap": 568, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 198, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.12083952128887177, "score_p50": 0.10738004744052887, "score_p90": 0.15185831487178802, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 987, "n_outside": 556, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1638, "target_elements": 2000, "gap": 362, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 122, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.11512936651706696, "score_p50": 0.10738004744052887, "score_p90": 0.15185831487178802, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 987, "n_outside": 773, "selected_inside_frac": 0.041666666666666664, "selected_interface_frac": 0.0, "selected_outside_frac": 0.9583333333333334, "selected_x_range": 0.7760416666666666, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1855, "target_elements": 2000, "gap": 145, "cutoff_score": 0.21161149442195892, "num_tied_at_cutoff": 9, "score_decreased": true } ], "sample_id": 73, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.13646460738019853, "max_err": 0.16714348901194945, "actual_elements": 2082, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9957192540168762, "score_mean": 0.08339674025774002, "score_p50": 2.8426093479083647e-08, "score_p90": 0.215615376830101, "fraction_gt1": 0.0, "n_inside": 7, "n_interface": 259, "n_outside": 246, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9785627722740173, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9928781390190125, "score_mean": 0.11758961528539658, "score_p50": 4.464681637728063e-07, "score_p90": 0.694085419178009, "fraction_gt1": 0.0, "n_inside": 24, "n_interface": 322, "n_outside": 246, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.09375, "selected_y_range": 0.09375, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 0.9839719533920288, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9873207807540894, "score_mean": 0.14234916865825653, "score_p50": 2.8362448574625887e-05, "score_p90": 0.6865946054458618, "fraction_gt1": 0.0, "n_inside": 86, "n_interface": 334, "n_outside": 246, "selected_inside_frac": 0.05263157894736842, "selected_interface_frac": 0.9473684210526315, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.3125, "step": 2, "n_elem": 666, "target_elements": 2000, "gap": 1334, "cutoff_score": 0.9583011269569397, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9832114577293396, "score_mean": 0.15373821556568146, "score_p50": 9.348841558676213e-05, "score_p90": 0.7622707486152649, "fraction_gt1": 0.0, "n_inside": 91, "n_interface": 437, "n_outside": 246, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.43749999999999994, "step": 3, "n_elem": 774, "target_elements": 2000, "gap": 1226, "cutoff_score": 0.9509574770927429, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9897046685218811, "score_mean": 0.15873147547245026, "score_p50": 0.00029285583877936006, "score_p90": 0.7715091705322266, "fraction_gt1": 0.0, "n_inside": 136, "n_interface": 548, "n_outside": 246, "selected_inside_frac": 0.37037037037037035, "selected_interface_frac": 0.6296296296296297, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 930, "target_elements": 2000, "gap": 1070, "cutoff_score": 0.9429003000259399, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.979516863822937, "score_mean": 0.14253315329551697, "score_p50": 0.0006439167773351073, "score_p90": 0.7126004099845886, "fraction_gt1": 0.0, "n_inside": 198, "n_interface": 656, "n_outside": 246, "selected_inside_frac": 0.30303030303030304, "selected_interface_frac": 0.696969696969697, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333333, "step": 5, "n_elem": 1100, "target_elements": 2000, "gap": 900, "cutoff_score": 0.924289882183075, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9842892289161682, "score_mean": 0.13422487676143646, "score_p50": 0.0018631668062880635, "score_p90": 0.664932370185852, "fraction_gt1": 0.0, "n_inside": 253, "n_interface": 799, "n_outside": 251, "selected_inside_frac": 0.23076923076923078, "selected_interface_frac": 0.6923076923076923, "selected_outside_frac": 0.07692307692307693, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.5833333333333333, "step": 6, "n_elem": 1303, "target_elements": 2000, "gap": 697, "cutoff_score": 0.9169212579727173, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9739315509796143, "score_mean": 0.13168680667877197, "score_p50": 0.004476789850741625, "score_p90": 0.5888934135437012, "fraction_gt1": 0.0, "n_inside": 305, "n_interface": 949, "n_outside": 269, "selected_inside_frac": 0.06666666666666667, "selected_interface_frac": 0.7555555555555555, "selected_outside_frac": 0.17777777777777778, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8125, "step": 7, "n_elem": 1523, "target_elements": 2000, "gap": 477, "cutoff_score": 0.8914490938186646, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9833036661148071, "score_mean": 0.14538374543190002, "score_p50": 0.009844240732491016, "score_p90": 0.6084590554237366, "fraction_gt1": 0.0, "n_inside": 334, "n_interface": 1130, "n_outside": 312, "selected_inside_frac": 0.07547169811320754, "selected_interface_frac": 0.8867924528301887, "selected_outside_frac": 0.03773584905660377, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.65625, "step": 8, "n_elem": 1776, "target_elements": 2000, "gap": 224, "cutoff_score": 0.8726999163627625, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 73, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.13748092210933338, "max_err": 0.165210457698197, "actual_elements": 2043, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 6.055624961853027, "score_mean": 2.2351741790771484e-07, "score_p50": -0.22420990467071533, "score_p90": 0.20327065885066986, "fraction_gt1": 0.078125, "n_inside": 7, "n_interface": 259, "n_outside": 246, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 1.7158957719802856, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.722316265106201, "score_mean": 6.363198679082416e-08, "score_p50": -0.06332196295261383, "score_p90": 0.2391987144947052, "fraction_gt1": 0.06418918918918919, "n_inside": 24, "n_interface": 322, "n_outside": 246, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.09375, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 2.704119920730591, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.733999729156494, "score_mean": -1.0882769885256494e-07, "score_p50": 0.041114360094070435, "score_p90": 0.507634162902832, "fraction_gt1": 0.06156156156156156, "n_inside": 88, "n_interface": 332, "n_outside": 246, "selected_inside_frac": 0.05263157894736842, "selected_interface_frac": 0.9473684210526315, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.3125, "step": 2, "n_elem": 666, "target_elements": 2000, "gap": 1334, "cutoff_score": 1.6104353666305542, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.735374927520752, "score_mean": 0.0, "score_p50": 0.1620054841041565, "score_p90": 0.652284562587738, "fraction_gt1": 0.04392764857881137, "n_inside": 93, "n_interface": 435, "n_outside": 246, "selected_inside_frac": 0.17391304347826086, "selected_interface_frac": 0.8260869565217391, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 3, "n_elem": 774, "target_elements": 2000, "gap": 1226, "cutoff_score": 1.1262705326080322, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.6479158401489258, "score_mean": 9.833806302594894e-08, "score_p50": 0.31700271368026733, "score_p90": 0.7823768258094788, "fraction_gt1": 0.07841031149301826, "n_inside": 110, "n_interface": 575, "n_outside": 246, "selected_inside_frac": 0.5925925925925926, "selected_interface_frac": 0.4074074074074074, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.21875000000000003, "step": 4, "n_elem": 931, "target_elements": 2000, "gap": 1069, "cutoff_score": 1.2279092073440552, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.00162935256958, "score_mean": 2.8257016282395853e-08, "score_p50": -0.15506449341773987, "score_p90": 0.8856353163719177, "fraction_gt1": 0.08518518518518518, "n_inside": 190, "n_interface": 644, "n_outside": 246, "selected_inside_frac": 0.34375, "selected_interface_frac": 0.5625, "selected_outside_frac": 0.09375, "selected_x_range": 0.6875, "selected_y_range": 0.6875, "step": 5, "n_elem": 1080, "target_elements": 2000, "gap": 920, "cutoff_score": 1.4236615896224976, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.156231164932251, "score_mean": 2.4492438299716923e-08, "score_p50": -0.19806978106498718, "score_p90": 0.8900692462921143, "fraction_gt1": 0.0738362760834671, "n_inside": 254, "n_interface": 731, "n_outside": 261, "selected_inside_frac": 0.21621621621621623, "selected_interface_frac": 0.5675675675675675, "selected_outside_frac": 0.21621621621621623, "selected_x_range": 0.8125, "selected_y_range": 0.8125, "step": 6, "n_elem": 1246, "target_elements": 2000, "gap": 754, "cutoff_score": 1.3652812242507935, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2946622371673584, "score_mean": -6.287962861506458e-08, "score_p50": -0.37982845306396484, "score_p90": 0.9855086803436279, "fraction_gt1": 0.09684065934065934, "n_inside": 294, "n_interface": 866, "n_outside": 296, "selected_inside_frac": 0.046511627906976744, "selected_interface_frac": 0.7441860465116279, "selected_outside_frac": 0.20930232558139536, "selected_x_range": 0.9375, "selected_y_range": 0.9375, "step": 7, "n_elem": 1456, "target_elements": 2000, "gap": 544, "cutoff_score": 1.4024860858917236, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4466238021850586, "score_mean": 1.807913463380828e-08, "score_p50": -0.3176701068878174, "score_p90": 0.9862780570983887, "fraction_gt1": 0.0947867298578199, "n_inside": 305, "n_interface": 1037, "n_outside": 346, "selected_inside_frac": 0.12, "selected_interface_frac": 0.72, "selected_outside_frac": 0.16, "selected_x_range": 0.78125, "selected_y_range": 0.78125, "step": 8, "n_elem": 1688, "target_elements": 2000, "gap": 312, "cutoff_score": 1.5030683279037476, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5006113052368164, "score_mean": 3.1124507415825065e-08, "score_p50": -0.2735232412815094, "score_p90": 1.2013750076293945, "fraction_gt1": 0.13360530341662416, "n_inside": 336, "n_interface": 1217, "n_outside": 408, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.6875, "selected_y_range": 0.6458333333333333, "step": 9, "n_elem": 1961, "target_elements": 2000, "gap": 39, "cutoff_score": 2.080381155014038, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 73, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.13716474642139553, "max_err": 0.16906267262780833, "actual_elements": 4132, "num_steps": 16, "num_solves": 1, "score_stats": [ { "score_max": 0.5985276699066162, "score_mean": 0.22000689804553986, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 7, "n_interface": 259, "n_outside": 246, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.16666666666666666, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 505, "score_decreased": null }, { "score_max": 0.2992638349533081, "score_mean": 0.206649512052536, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 24, "n_interface": 308, "n_outside": 246, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666674, "selected_y_range": 0.10416666666666663, "step": 1, "n_elem": 578, "target_elements": 4000, "gap": 3422, "cutoff_score": 0.2992638349533081, "num_tied_at_cutoff": 24, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.18933698534965515, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 335, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 676, "target_elements": 4000, "gap": 3324, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 484, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.17295360565185547, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 447, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.4583333333333333, "step": 3, "n_elem": 788, "target_elements": 4000, "gap": 3212, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 436, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.15791329741477966, "score_p50": 0.14963191747665405, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 586, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 927, "target_elements": 4000, "gap": 3073, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 384, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.14629659056663513, "score_p50": 0.10738004744052887, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 732, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.6875, "step": 5, "n_elem": 1073, "target_elements": 4000, "gap": 2927, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 330, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.1362076848745346, "score_p50": 0.10738004744052887, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 901, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6486486486486487, "selected_outside_frac": 0.35135135135135137, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.7708333333333333, "step": 6, "n_elem": 1242, "target_elements": 4000, "gap": 2758, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 270, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.12779134511947632, "score_p50": 0.10738004744052887, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 987, "n_outside": 350, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1432, "target_elements": 4000, "gap": 2568, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 198, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.12083952128887177, "score_p50": 0.10738004744052887, "score_p90": 0.15185831487178802, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 987, "n_outside": 556, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1638, "target_elements": 4000, "gap": 2362, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 122, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.11512936651706696, "score_p50": 0.10738004744052887, "score_p90": 0.15185831487178802, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 987, "n_outside": 773, "selected_inside_frac": 0.16363636363636364, "selected_interface_frac": 0.0, "selected_outside_frac": 0.8363636363636363, "selected_x_range": 0.7760416666666666, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1855, "target_elements": 4000, "gap": 2145, "cutoff_score": 0.21161149442195892, "num_tied_at_cutoff": 9, "score_decreased": true }, { "score_max": 0.15185831487178802, "score_mean": 0.11077240854501724, "score_p50": 0.10738004744052887, "score_p90": 0.14963191747665405, "fraction_gt1": 0.0, "n_inside": 131, "n_interface": 993, "n_outside": 926, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333334, "selected_y_range": 0.7083333333333334, "step": 10, "n_elem": 2050, "target_elements": 4000, "gap": 1950, "cutoff_score": 0.15185831487178802, "num_tied_at_cutoff": 138, "score_decreased": true }, { "score_max": 0.15185831487178802, "score_mean": 0.10312623530626297, "score_p50": 0.10738004744052887, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 131, "n_interface": 1281, "n_outside": 926, "selected_inside_frac": 0.0, "selected_interface_frac": 0.04285714285714286, "selected_outside_frac": 0.9571428571428572, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2338, "target_elements": 4000, "gap": 1662, "cutoff_score": 0.15185831487178802, "num_tied_at_cutoff": 72, "score_decreased": true }, { "score_max": 0.14963191747665405, "score_mean": 0.09656459838151932, "score_p50": 0.10738004744052887, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 131, "n_interface": 1296, "n_outside": 1231, "selected_inside_frac": 0.9873417721518988, "selected_interface_frac": 0.012658227848101266, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.125, "step": 12, "n_elem": 2658, "target_elements": 4000, "gap": 1342, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 1530, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.09033490717411041, "score_p50": 0.10738004744052887, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 1396, "n_outside": 1231, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.3125, "step": 13, "n_elem": 3010, "target_elements": 4000, "gap": 990, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 1516, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.0845477506518364, "score_p50": 0.07592915743589401, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 1754, "n_outside": 1231, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.46875, "selected_y_range": 0.46875000000000006, "step": 14, "n_elem": 3368, "target_elements": 4000, "gap": 632, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 1394, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.07886912673711777, "score_p50": 0.07592915743589401, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 2198, "n_outside": 1231, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5416666666666667, "step": 15, "n_elem": 3812, "target_elements": 4000, "gap": 188, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 1246, "score_decreased": true } ], "sample_id": 73, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.13738535866149587, "max_err": 0.16600364745635557, "actual_elements": 4175, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9957192540168762, "score_mean": 0.08339674025774002, "score_p50": 2.8426093479083647e-08, "score_p90": 0.215615376830101, "fraction_gt1": 0.0, "n_inside": 7, "n_interface": 259, "n_outside": 246, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9785627722740173, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9928781390190125, "score_mean": 0.11758961528539658, "score_p50": 4.464681637728063e-07, "score_p90": 0.694085419178009, "fraction_gt1": 0.0, "n_inside": 24, "n_interface": 322, "n_outside": 246, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.09375, "selected_y_range": 0.09375, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 0.9839719533920288, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9873207807540894, "score_mean": 0.14234916865825653, "score_p50": 2.8362448574625887e-05, "score_p90": 0.6865946054458618, "fraction_gt1": 0.0, "n_inside": 86, "n_interface": 334, "n_outside": 246, "selected_inside_frac": 0.05263157894736842, "selected_interface_frac": 0.9473684210526315, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.3125, "step": 2, "n_elem": 666, "target_elements": 4000, "gap": 3334, "cutoff_score": 0.9583011269569397, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9832114577293396, "score_mean": 0.15373821556568146, "score_p50": 9.348841558676213e-05, "score_p90": 0.7622707486152649, "fraction_gt1": 0.0, "n_inside": 91, "n_interface": 437, "n_outside": 246, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.43749999999999994, "step": 3, "n_elem": 774, "target_elements": 4000, "gap": 3226, "cutoff_score": 0.9509574770927429, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9897046685218811, "score_mean": 0.15873147547245026, "score_p50": 0.00029285583877936006, "score_p90": 0.7715091705322266, "fraction_gt1": 0.0, "n_inside": 136, "n_interface": 548, "n_outside": 246, "selected_inside_frac": 0.37037037037037035, "selected_interface_frac": 0.6296296296296297, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 930, "target_elements": 4000, "gap": 3070, "cutoff_score": 0.9429003000259399, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.979516863822937, "score_mean": 0.14253315329551697, "score_p50": 0.0006439167773351073, "score_p90": 0.7126004099845886, "fraction_gt1": 0.0, "n_inside": 198, "n_interface": 656, "n_outside": 246, "selected_inside_frac": 0.30303030303030304, "selected_interface_frac": 0.696969696969697, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333333, "step": 5, "n_elem": 1100, "target_elements": 4000, "gap": 2900, "cutoff_score": 0.924289882183075, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9842892289161682, "score_mean": 0.13422487676143646, "score_p50": 0.0018631668062880635, "score_p90": 0.664932370185852, "fraction_gt1": 0.0, "n_inside": 253, "n_interface": 799, "n_outside": 251, "selected_inside_frac": 0.23076923076923078, "selected_interface_frac": 0.6923076923076923, "selected_outside_frac": 0.07692307692307693, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.5833333333333333, "step": 6, "n_elem": 1303, "target_elements": 4000, "gap": 2697, "cutoff_score": 0.9169212579727173, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9739315509796143, "score_mean": 0.13168680667877197, "score_p50": 0.004476789850741625, "score_p90": 0.5888934135437012, "fraction_gt1": 0.0, "n_inside": 305, "n_interface": 949, "n_outside": 269, "selected_inside_frac": 0.06666666666666667, "selected_interface_frac": 0.7555555555555555, "selected_outside_frac": 0.17777777777777778, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8125, "step": 7, "n_elem": 1523, "target_elements": 4000, "gap": 2477, "cutoff_score": 0.8914490938186646, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9833036661148071, "score_mean": 0.14538374543190002, "score_p50": 0.009844240732491016, "score_p90": 0.6084590554237366, "fraction_gt1": 0.0, "n_inside": 334, "n_interface": 1130, "n_outside": 312, "selected_inside_frac": 0.07547169811320754, "selected_interface_frac": 0.8867924528301887, "selected_outside_frac": 0.03773584905660377, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.65625, "step": 8, "n_elem": 1776, "target_elements": 4000, "gap": 2224, "cutoff_score": 0.8726999163627625, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9726877808570862, "score_mean": 0.1720340996980667, "score_p50": 0.004572498612105846, "score_p90": 0.6715002655982971, "fraction_gt1": 0.0, "n_inside": 363, "n_interface": 1384, "n_outside": 335, "selected_inside_frac": 0.06451612903225806, "selected_interface_frac": 0.5, "selected_outside_frac": 0.43548387096774194, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.90625, "step": 9, "n_elem": 2082, "target_elements": 4000, "gap": 1918, "cutoff_score": 0.8943572044372559, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9843103885650635, "score_mean": 0.1898256093263626, "score_p50": 0.003664647229015827, "score_p90": 0.7846413254737854, "fraction_gt1": 0.0, "n_inside": 389, "n_interface": 1567, "n_outside": 473, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.5277777777777778, "selected_outside_frac": 0.3888888888888889, "selected_x_range": 0.8229166666666666, "selected_y_range": 0.90625, "step": 10, "n_elem": 2429, "target_elements": 4000, "gap": 1571, "cutoff_score": 0.9072148203849792, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9849345684051514, "score_mean": 0.17976345121860504, "score_p50": 0.002065023873001337, "score_p90": 0.7969171404838562, "fraction_gt1": 0.0, "n_inside": 431, "n_interface": 1802, "n_outside": 612, "selected_inside_frac": 0.12941176470588237, "selected_interface_frac": 0.4, "selected_outside_frac": 0.47058823529411764, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9270833333333333, "step": 11, "n_elem": 2845, "target_elements": 4000, "gap": 1155, "cutoff_score": 0.9339032173156738, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9854419231414795, "score_mean": 0.1715575009584427, "score_p50": 0.0015375446528196335, "score_p90": 0.7796086668968201, "fraction_gt1": 0.0, "n_inside": 495, "n_interface": 2024, "n_outside": 765, "selected_inside_frac": 0.37755102040816324, "selected_interface_frac": 0.46938775510204084, "selected_outside_frac": 0.15306122448979592, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 12, "n_elem": 3284, "target_elements": 4000, "gap": 716, "cutoff_score": 0.9130396842956543, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9825202822685242, "score_mean": 0.15821573138237, "score_p50": 0.0015286135021597147, "score_p90": 0.7115806937217712, "fraction_gt1": 0.0, "n_inside": 698, "n_interface": 2313, "n_outside": 838, "selected_inside_frac": 0.06, "selected_interface_frac": 0.86, "selected_outside_frac": 0.08, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.7291666666666667, "step": 13, "n_elem": 3849, "target_elements": 4000, "gap": 151, "cutoff_score": 0.9366512894630432, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 73, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.137231633797009, "max_err": 0.16755578695003032, "actual_elements": 4158, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 6.055624961853027, "score_mean": 2.2351741790771484e-07, "score_p50": -0.22420990467071533, "score_p90": 0.20327065885066986, "fraction_gt1": 0.078125, "n_inside": 7, "n_interface": 259, "n_outside": 246, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 1.7158957719802856, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.722316265106201, "score_mean": 6.363198679082416e-08, "score_p50": -0.06332196295261383, "score_p90": 0.2391987144947052, "fraction_gt1": 0.06418918918918919, "n_inside": 24, "n_interface": 322, "n_outside": 246, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.09375, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 2.704119920730591, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.733999729156494, "score_mean": -1.0882769885256494e-07, "score_p50": 0.041114360094070435, "score_p90": 0.507634162902832, "fraction_gt1": 0.06156156156156156, "n_inside": 88, "n_interface": 332, "n_outside": 246, "selected_inside_frac": 0.05263157894736842, "selected_interface_frac": 0.9473684210526315, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.3125, "step": 2, "n_elem": 666, "target_elements": 4000, "gap": 3334, "cutoff_score": 1.6104353666305542, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.735374927520752, "score_mean": 0.0, "score_p50": 0.1620054841041565, "score_p90": 0.652284562587738, "fraction_gt1": 0.04392764857881137, "n_inside": 93, "n_interface": 435, "n_outside": 246, "selected_inside_frac": 0.17391304347826086, "selected_interface_frac": 0.8260869565217391, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 3, "n_elem": 774, "target_elements": 4000, "gap": 3226, "cutoff_score": 1.1262705326080322, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.6479158401489258, "score_mean": 9.833806302594894e-08, "score_p50": 0.31700271368026733, "score_p90": 0.7823768258094788, "fraction_gt1": 0.07841031149301826, "n_inside": 110, "n_interface": 575, "n_outside": 246, "selected_inside_frac": 0.5925925925925926, "selected_interface_frac": 0.4074074074074074, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.21875000000000003, "step": 4, "n_elem": 931, "target_elements": 4000, "gap": 3069, "cutoff_score": 1.2279092073440552, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.00162935256958, "score_mean": 2.8257016282395853e-08, "score_p50": -0.15506449341773987, "score_p90": 0.8856353163719177, "fraction_gt1": 0.08518518518518518, "n_inside": 190, "n_interface": 644, "n_outside": 246, "selected_inside_frac": 0.34375, "selected_interface_frac": 0.5625, "selected_outside_frac": 0.09375, "selected_x_range": 0.6875, "selected_y_range": 0.6875, "step": 5, "n_elem": 1080, "target_elements": 4000, "gap": 2920, "cutoff_score": 1.4236615896224976, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.156231164932251, "score_mean": 2.4492438299716923e-08, "score_p50": -0.19806978106498718, "score_p90": 0.8900692462921143, "fraction_gt1": 0.0738362760834671, "n_inside": 254, "n_interface": 731, "n_outside": 261, "selected_inside_frac": 0.21621621621621623, "selected_interface_frac": 0.5675675675675675, "selected_outside_frac": 0.21621621621621623, "selected_x_range": 0.8125, "selected_y_range": 0.8125, "step": 6, "n_elem": 1246, "target_elements": 4000, "gap": 2754, "cutoff_score": 1.3652812242507935, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2946622371673584, "score_mean": -6.287962861506458e-08, "score_p50": -0.37982845306396484, "score_p90": 0.9855086803436279, "fraction_gt1": 0.09684065934065934, "n_inside": 294, "n_interface": 866, "n_outside": 296, "selected_inside_frac": 0.046511627906976744, "selected_interface_frac": 0.7441860465116279, "selected_outside_frac": 0.20930232558139536, "selected_x_range": 0.9375, "selected_y_range": 0.9375, "step": 7, "n_elem": 1456, "target_elements": 4000, "gap": 2544, "cutoff_score": 1.4024860858917236, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4466238021850586, "score_mean": 1.807913463380828e-08, "score_p50": -0.3176701068878174, "score_p90": 0.9862780570983887, "fraction_gt1": 0.0947867298578199, "n_inside": 305, "n_interface": 1037, "n_outside": 346, "selected_inside_frac": 0.12, "selected_interface_frac": 0.72, "selected_outside_frac": 0.16, "selected_x_range": 0.78125, "selected_y_range": 0.78125, "step": 8, "n_elem": 1688, "target_elements": 4000, "gap": 2312, "cutoff_score": 1.5030683279037476, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5006113052368164, "score_mean": 3.1124507415825065e-08, "score_p50": -0.2735232412815094, "score_p90": 1.2013750076293945, "fraction_gt1": 0.13360530341662416, "n_inside": 336, "n_interface": 1217, "n_outside": 408, "selected_inside_frac": 0.017241379310344827, "selected_interface_frac": 0.22413793103448276, "selected_outside_frac": 0.7586206896551724, "selected_x_range": 0.96875, "selected_y_range": 0.90625, "step": 9, "n_elem": 1961, "target_elements": 4000, "gap": 2039, "cutoff_score": 1.638482689857483, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5732474327087402, "score_mean": -1.3617839300650303e-08, "score_p50": -0.21249189972877502, "score_p90": 0.8420066237449646, "fraction_gt1": 0.08389112003569835, "n_inside": 341, "n_interface": 1293, "n_outside": 607, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.49999999999999994, "step": 10, "n_elem": 2241, "target_elements": 4000, "gap": 1759, "cutoff_score": 1.9835634231567383, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.9651594161987305, "score_mean": 4.9541522884055667e-08, "score_p50": -0.14327354729175568, "score_p90": 0.7554121017456055, "fraction_gt1": 0.07548701298701299, "n_inside": 341, "n_interface": 1293, "n_outside": 830, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8493150684931506, "selected_outside_frac": 0.1506849315068493, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2464, "target_elements": 4000, "gap": 1536, "cutoff_score": 1.2524304389953613, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1703996658325195, "score_mean": 1.6016923609640799e-07, "score_p50": 0.02800130844116211, "score_p90": 0.8951619863510132, "fraction_gt1": 0.06018194541637509, "n_inside": 341, "n_interface": 1636, "n_outside": 881, "selected_inside_frac": 0.38823529411764707, "selected_interface_frac": 0.5411764705882353, "selected_outside_frac": 0.07058823529411765, "selected_x_range": 0.875, "selected_y_range": 0.7916666666666667, "step": 12, "n_elem": 2858, "target_elements": 4000, "gap": 1142, "cutoff_score": 1.3653106689453125, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.020258903503418, "score_mean": 1.8461934203628516e-08, "score_p50": 0.18242093920707703, "score_p90": 1.0065739154815674, "fraction_gt1": 0.10072595281306715, "n_inside": 495, "n_interface": 1893, "n_outside": 918, "selected_inside_frac": 0.1919191919191919, "selected_interface_frac": 0.5656565656565656, "selected_outside_frac": 0.24242424242424243, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3306, "target_elements": 4000, "gap": 694, "cutoff_score": 1.260138750076294, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2475790977478027, "score_mean": 6.357829107628277e-08, "score_p50": -0.22334739565849304, "score_p90": 0.8757645487785339, "fraction_gt1": 0.09088541666666666, "n_inside": 572, "n_interface": 2215, "n_outside": 1053, "selected_inside_frac": 0.09433962264150944, "selected_interface_frac": 0.660377358490566, "selected_outside_frac": 0.24528301886792453, "selected_x_range": 0.8125, "selected_y_range": 0.9479166666666667, "step": 14, "n_elem": 3840, "target_elements": 4000, "gap": 160, "cutoff_score": 1.4928607940673828, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 73, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.13763558017204727, "max_err": 0.16839462342167955, "actual_elements": 8178, "num_steps": 22, "num_solves": 1, "score_stats": [ { "score_max": 0.5985276699066162, "score_mean": 0.22000689804553986, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 7, "n_interface": 259, "n_outside": 246, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666674, "selected_y_range": 0.16666666666666666, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 505, "score_decreased": null }, { "score_max": 0.2992638349533081, "score_mean": 0.206649512052536, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 24, "n_interface": 308, "n_outside": 246, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666674, "selected_y_range": 0.10416666666666663, "step": 1, "n_elem": 578, "target_elements": 8000, "gap": 7422, "cutoff_score": 0.2992638349533081, "num_tied_at_cutoff": 24, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.18933698534965515, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 335, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 676, "target_elements": 8000, "gap": 7324, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 484, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.17295360565185547, "score_p50": 0.21476009488105774, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 447, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.4583333333333333, "step": 3, "n_elem": 788, "target_elements": 8000, "gap": 7212, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 436, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.15791329741477966, "score_p50": 0.14963191747665405, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 586, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5833333333333333, "step": 4, "n_elem": 927, "target_elements": 8000, "gap": 7073, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 384, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.14629659056663513, "score_p50": 0.10738004744052887, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 732, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.6875, "step": 5, "n_elem": 1073, "target_elements": 8000, "gap": 6927, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 330, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.1362076848745346, "score_p50": 0.10738004744052887, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 901, "n_outside": 246, "selected_inside_frac": 0.0, "selected_interface_frac": 0.6486486486486487, "selected_outside_frac": 0.35135135135135137, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.7708333333333333, "step": 6, "n_elem": 1242, "target_elements": 8000, "gap": 6758, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 270, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.12779134511947632, "score_p50": 0.10738004744052887, "score_p90": 0.21476009488105774, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 987, "n_outside": 350, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1432, "target_elements": 8000, "gap": 6568, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 198, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.12083952128887177, "score_p50": 0.10738004744052887, "score_p90": 0.15185831487178802, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 987, "n_outside": 556, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1638, "target_elements": 8000, "gap": 6362, "cutoff_score": 0.21476009488105774, "num_tied_at_cutoff": 122, "score_decreased": true }, { "score_max": 0.21476009488105774, "score_mean": 0.11512936651706696, "score_p50": 0.10738004744052887, "score_p90": 0.15185831487178802, "fraction_gt1": 0.0, "n_inside": 95, "n_interface": 987, "n_outside": 773, "selected_inside_frac": 0.16363636363636364, "selected_interface_frac": 0.0, "selected_outside_frac": 0.8363636363636363, "selected_x_range": 0.7760416666666666, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1855, "target_elements": 8000, "gap": 6145, "cutoff_score": 0.21161149442195892, "num_tied_at_cutoff": 9, "score_decreased": true }, { "score_max": 0.15185831487178802, "score_mean": 0.11077240854501724, "score_p50": 0.10738004744052887, "score_p90": 0.14963191747665405, "fraction_gt1": 0.0, "n_inside": 131, "n_interface": 993, "n_outside": 926, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333334, "selected_y_range": 0.7083333333333334, "step": 10, "n_elem": 2050, "target_elements": 8000, "gap": 5950, "cutoff_score": 0.15185831487178802, "num_tied_at_cutoff": 138, "score_decreased": true }, { "score_max": 0.15185831487178802, "score_mean": 0.10312623530626297, "score_p50": 0.10738004744052887, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 131, "n_interface": 1281, "n_outside": 926, "selected_inside_frac": 0.0, "selected_interface_frac": 0.04285714285714286, "selected_outside_frac": 0.9571428571428572, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2338, "target_elements": 8000, "gap": 5662, "cutoff_score": 0.15185831487178802, "num_tied_at_cutoff": 72, "score_decreased": true }, { "score_max": 0.14963191747665405, "score_mean": 0.09656459838151932, "score_p50": 0.10738004744052887, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 131, "n_interface": 1296, "n_outside": 1231, "selected_inside_frac": 0.9873417721518988, "selected_interface_frac": 0.012658227848101266, "selected_outside_frac": 0.0, "selected_x_range": 0.125, "selected_y_range": 0.125, "step": 12, "n_elem": 2658, "target_elements": 8000, "gap": 5342, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 1530, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.09033490717411041, "score_p50": 0.10738004744052887, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 1396, "n_outside": 1231, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.3125, "step": 13, "n_elem": 3010, "target_elements": 8000, "gap": 4990, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 1516, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.0845477506518364, "score_p50": 0.07592915743589401, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 1754, "n_outside": 1231, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.46875, "selected_y_range": 0.46875000000000006, "step": 14, "n_elem": 3368, "target_elements": 8000, "gap": 4632, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 1394, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.07886912673711777, "score_p50": 0.07592915743589401, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 2198, "n_outside": 1231, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.59375, "step": 15, "n_elem": 3812, "target_elements": 8000, "gap": 4188, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 1246, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.07392529398202896, "score_p50": 0.07481595873832703, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 2692, "n_outside": 1231, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.6979166666666667, "step": 16, "n_elem": 4306, "target_elements": 8000, "gap": 3694, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 1082, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.06973651796579361, "score_p50": 0.053690023720264435, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 3223, "n_outside": 1231, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.71875, "selected_y_range": 0.78125, "step": 17, "n_elem": 4837, "target_elements": 8000, "gap": 3163, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 906, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.06599561870098114, "score_p50": 0.053690023720264435, "score_p90": 0.10738004744052887, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 3727, "n_outside": 1330, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.8854166666666667, "step": 18, "n_elem": 5440, "target_elements": 8000, "gap": 2560, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 696, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.0627526342868805, "score_p50": 0.053690023720264435, "score_p90": 0.07592915743589401, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 3727, "n_outside": 1986, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 6096, "target_elements": 8000, "gap": 1904, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 474, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.05996447056531906, "score_p50": 0.053690023720264435, "score_p90": 0.07592915743589401, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 3727, "n_outside": 2689, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 20, "n_elem": 6799, "target_elements": 8000, "gap": 1201, "cutoff_score": 0.10738004744052887, "num_tied_at_cutoff": 240, "score_decreased": true }, { "score_max": 0.10738004744052887, "score_mean": 0.0577905997633934, "score_p50": 0.053690023720264435, "score_p90": 0.07592915743589401, "fraction_gt1": 0.0, "n_inside": 383, "n_interface": 3727, "n_outside": 3354, "selected_inside_frac": 0.21910112359550563, "selected_interface_frac": 0.6123595505617978, "selected_outside_frac": 0.16853932584269662, "selected_x_range": 0.9322916666666667, "selected_y_range": 0.8697916666666667, "step": 21, "n_elem": 7464, "target_elements": 8000, "gap": 536, "cutoff_score": 0.07592915743589401, "num_tied_at_cutoff": 972, "score_decreased": true } ], "sample_id": 73, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.1371810180386107, "max_err": 0.16815642076751994, "actual_elements": 8472, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9957192540168762, "score_mean": 0.08339674025774002, "score_p50": 2.8426093479083647e-08, "score_p90": 0.215615376830101, "fraction_gt1": 0.0, "n_inside": 7, "n_interface": 259, "n_outside": 246, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9785627722740173, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9928781390190125, "score_mean": 0.11758961528539658, "score_p50": 4.464681637728063e-07, "score_p90": 0.694085419178009, "fraction_gt1": 0.0, "n_inside": 24, "n_interface": 322, "n_outside": 246, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.09375, "selected_y_range": 0.09375, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 0.9839719533920288, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9873207807540894, "score_mean": 0.14234916865825653, "score_p50": 2.8362448574625887e-05, "score_p90": 0.6865946054458618, "fraction_gt1": 0.0, "n_inside": 86, "n_interface": 334, "n_outside": 246, "selected_inside_frac": 0.05263157894736842, "selected_interface_frac": 0.9473684210526315, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.3125, "step": 2, "n_elem": 666, "target_elements": 8000, "gap": 7334, "cutoff_score": 0.9583011269569397, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9832114577293396, "score_mean": 0.15373821556568146, "score_p50": 9.348841558676213e-05, "score_p90": 0.7622707486152649, "fraction_gt1": 0.0, "n_inside": 91, "n_interface": 437, "n_outside": 246, "selected_inside_frac": 0.21739130434782608, "selected_interface_frac": 0.782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.43749999999999994, "step": 3, "n_elem": 774, "target_elements": 8000, "gap": 7226, "cutoff_score": 0.9509574770927429, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9897046685218811, "score_mean": 0.15873147547245026, "score_p50": 0.00029285583877936006, "score_p90": 0.7715091705322266, "fraction_gt1": 0.0, "n_inside": 136, "n_interface": 548, "n_outside": 246, "selected_inside_frac": 0.37037037037037035, "selected_interface_frac": 0.6296296296296297, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 4, "n_elem": 930, "target_elements": 8000, "gap": 7070, "cutoff_score": 0.9429003000259399, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.979516863822937, "score_mean": 0.14253315329551697, "score_p50": 0.0006439167773351073, "score_p90": 0.7126004099845886, "fraction_gt1": 0.0, "n_inside": 198, "n_interface": 656, "n_outside": 246, "selected_inside_frac": 0.30303030303030304, "selected_interface_frac": 0.696969696969697, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333333, "step": 5, "n_elem": 1100, "target_elements": 8000, "gap": 6900, "cutoff_score": 0.924289882183075, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9842892289161682, "score_mean": 0.13422487676143646, "score_p50": 0.0018631668062880635, "score_p90": 0.664932370185852, "fraction_gt1": 0.0, "n_inside": 253, "n_interface": 799, "n_outside": 251, "selected_inside_frac": 0.23076923076923078, "selected_interface_frac": 0.6923076923076923, "selected_outside_frac": 0.07692307692307693, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.5833333333333333, "step": 6, "n_elem": 1303, "target_elements": 8000, "gap": 6697, "cutoff_score": 0.9169212579727173, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9739315509796143, "score_mean": 0.13168680667877197, "score_p50": 0.004476789850741625, "score_p90": 0.5888934135437012, "fraction_gt1": 0.0, "n_inside": 305, "n_interface": 949, "n_outside": 269, "selected_inside_frac": 0.06666666666666667, "selected_interface_frac": 0.7555555555555555, "selected_outside_frac": 0.17777777777777778, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8125, "step": 7, "n_elem": 1523, "target_elements": 8000, "gap": 6477, "cutoff_score": 0.8914490938186646, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9833036661148071, "score_mean": 0.14538374543190002, "score_p50": 0.009844240732491016, "score_p90": 0.6084590554237366, "fraction_gt1": 0.0, "n_inside": 334, "n_interface": 1130, "n_outside": 312, "selected_inside_frac": 0.07547169811320754, "selected_interface_frac": 0.8867924528301887, "selected_outside_frac": 0.03773584905660377, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.65625, "step": 8, "n_elem": 1776, "target_elements": 8000, "gap": 6224, "cutoff_score": 0.8726999163627625, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9726877808570862, "score_mean": 0.1720340996980667, "score_p50": 0.004572498612105846, "score_p90": 0.6715002655982971, "fraction_gt1": 0.0, "n_inside": 363, "n_interface": 1384, "n_outside": 335, "selected_inside_frac": 0.06451612903225806, "selected_interface_frac": 0.5, "selected_outside_frac": 0.43548387096774194, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.90625, "step": 9, "n_elem": 2082, "target_elements": 8000, "gap": 5918, "cutoff_score": 0.8943572044372559, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9843103885650635, "score_mean": 0.1898256093263626, "score_p50": 0.003664647229015827, "score_p90": 0.7846413254737854, "fraction_gt1": 0.0, "n_inside": 389, "n_interface": 1567, "n_outside": 473, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.5277777777777778, "selected_outside_frac": 0.3888888888888889, "selected_x_range": 0.8229166666666666, "selected_y_range": 0.90625, "step": 10, "n_elem": 2429, "target_elements": 8000, "gap": 5571, "cutoff_score": 0.9072148203849792, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9849345684051514, "score_mean": 0.17976345121860504, "score_p50": 0.002065023873001337, "score_p90": 0.7969171404838562, "fraction_gt1": 0.0, "n_inside": 431, "n_interface": 1802, "n_outside": 612, "selected_inside_frac": 0.12941176470588237, "selected_interface_frac": 0.4, "selected_outside_frac": 0.47058823529411764, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9270833333333333, "step": 11, "n_elem": 2845, "target_elements": 8000, "gap": 5155, "cutoff_score": 0.9339032173156738, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9854419231414795, "score_mean": 0.1715575009584427, "score_p50": 0.0015375446528196335, "score_p90": 0.7796086668968201, "fraction_gt1": 0.0, "n_inside": 495, "n_interface": 2024, "n_outside": 765, "selected_inside_frac": 0.37755102040816324, "selected_interface_frac": 0.46938775510204084, "selected_outside_frac": 0.15306122448979592, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 12, "n_elem": 3284, "target_elements": 8000, "gap": 4716, "cutoff_score": 0.9130396842956543, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9825202822685242, "score_mean": 0.15821573138237, "score_p50": 0.0015286135021597147, "score_p90": 0.7115806937217712, "fraction_gt1": 0.0, "n_inside": 698, "n_interface": 2313, "n_outside": 838, "selected_inside_frac": 0.14782608695652175, "selected_interface_frac": 0.7913043478260869, "selected_outside_frac": 0.06086956521739131, "selected_x_range": 0.9583333333333334, "selected_y_range": 0.7291666666666667, "step": 13, "n_elem": 3849, "target_elements": 8000, "gap": 4151, "cutoff_score": 0.8973765969276428, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9893136620521545, "score_mean": 0.15400826930999756, "score_p50": 0.0019574183970689774, "score_p90": 0.7025547027587891, "fraction_gt1": 0.0, "n_inside": 818, "n_interface": 2872, "n_outside": 887, "selected_inside_frac": 0.12408759124087591, "selected_interface_frac": 0.6642335766423357, "selected_outside_frac": 0.2116788321167883, "selected_x_range": 0.9635416666666667, "selected_y_range": 0.9375, "step": 14, "n_elem": 4577, "target_elements": 8000, "gap": 3423, "cutoff_score": 0.8991133570671082, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9820321798324585, "score_mean": 0.1477377712726593, "score_p50": 0.002058524638414383, "score_p90": 0.6934489011764526, "fraction_gt1": 0.0, "n_inside": 914, "n_interface": 3425, "n_outside": 1079, "selected_inside_frac": 0.18518518518518517, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.14814814814814814, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9479166666666667, "step": 15, "n_elem": 5418, "target_elements": 8000, "gap": 2582, "cutoff_score": 0.8807981610298157, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.978384256362915, "score_mean": 0.14326028525829315, "score_p50": 0.003245557891204953, "score_p90": 0.6608462333679199, "fraction_gt1": 0.0, "n_inside": 1110, "n_interface": 4032, "n_outside": 1229, "selected_inside_frac": 0.17277486910994763, "selected_interface_frac": 0.7068062827225131, "selected_outside_frac": 0.12041884816753927, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9270833333333333, "step": 16, "n_elem": 6371, "target_elements": 8000, "gap": 1629, "cutoff_score": 0.8834319114685059, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9779043197631836, "score_mean": 0.1479903906583786, "score_p50": 0.00456262519583106, "score_p90": 0.6722208261489868, "fraction_gt1": 0.0, "n_inside": 1322, "n_interface": 4841, "n_outside": 1361, "selected_inside_frac": 0.0759493670886076, "selected_interface_frac": 0.7974683544303798, "selected_outside_frac": 0.12658227848101267, "selected_x_range": 0.921875, "selected_y_range": 0.9479166666666667, "step": 17, "n_elem": 7524, "target_elements": 8000, "gap": 476, "cutoff_score": 0.905082106590271, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 73, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.1372403963498678, "max_err": 0.16993482708866176, "actual_elements": 8206, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 6.055624961853027, "score_mean": 2.2351741790771484e-07, "score_p50": -0.22420990467071533, "score_p90": 0.20327065885066986, "fraction_gt1": 0.078125, "n_inside": 7, "n_interface": 259, "n_outside": 246, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333326, "selected_y_range": 0.20833333333333334, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 1.7158957719802856, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.722316265106201, "score_mean": 6.363198679082416e-08, "score_p50": -0.06332196295261383, "score_p90": 0.2391987144947052, "fraction_gt1": 0.06418918918918919, "n_inside": 24, "n_interface": 322, "n_outside": 246, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.09375, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 2.704119920730591, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.733999729156494, "score_mean": -1.0882769885256494e-07, "score_p50": 0.041114360094070435, "score_p90": 0.507634162902832, "fraction_gt1": 0.06156156156156156, "n_inside": 88, "n_interface": 332, "n_outside": 246, "selected_inside_frac": 0.05263157894736842, "selected_interface_frac": 0.9473684210526315, "selected_outside_frac": 0.0, "selected_x_range": 0.33333333333333326, "selected_y_range": 0.3125, "step": 2, "n_elem": 666, "target_elements": 8000, "gap": 7334, "cutoff_score": 1.6104353666305542, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.735374927520752, "score_mean": 0.0, "score_p50": 0.1620054841041565, "score_p90": 0.652284562587738, "fraction_gt1": 0.04392764857881137, "n_inside": 93, "n_interface": 435, "n_outside": 246, "selected_inside_frac": 0.17391304347826086, "selected_interface_frac": 0.8260869565217391, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 3, "n_elem": 774, "target_elements": 8000, "gap": 7226, "cutoff_score": 1.1262705326080322, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.6479158401489258, "score_mean": 9.833806302594894e-08, "score_p50": 0.31700271368026733, "score_p90": 0.7823768258094788, "fraction_gt1": 0.07841031149301826, "n_inside": 110, "n_interface": 575, "n_outside": 246, "selected_inside_frac": 0.5925925925925926, "selected_interface_frac": 0.4074074074074074, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.21875000000000003, "step": 4, "n_elem": 931, "target_elements": 8000, "gap": 7069, "cutoff_score": 1.2279092073440552, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.00162935256958, "score_mean": 2.8257016282395853e-08, "score_p50": -0.15506449341773987, "score_p90": 0.8856353163719177, "fraction_gt1": 0.08518518518518518, "n_inside": 190, "n_interface": 644, "n_outside": 246, "selected_inside_frac": 0.34375, "selected_interface_frac": 0.5625, "selected_outside_frac": 0.09375, "selected_x_range": 0.6875, "selected_y_range": 0.6875, "step": 5, "n_elem": 1080, "target_elements": 8000, "gap": 6920, "cutoff_score": 1.4236615896224976, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.156231164932251, "score_mean": 2.4492438299716923e-08, "score_p50": -0.19806978106498718, "score_p90": 0.8900692462921143, "fraction_gt1": 0.0738362760834671, "n_inside": 254, "n_interface": 731, "n_outside": 261, "selected_inside_frac": 0.21621621621621623, "selected_interface_frac": 0.5675675675675675, "selected_outside_frac": 0.21621621621621623, "selected_x_range": 0.8125, "selected_y_range": 0.8125, "step": 6, "n_elem": 1246, "target_elements": 8000, "gap": 6754, "cutoff_score": 1.3652812242507935, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2946622371673584, "score_mean": -6.287962861506458e-08, "score_p50": -0.37982845306396484, "score_p90": 0.9855086803436279, "fraction_gt1": 0.09684065934065934, "n_inside": 294, "n_interface": 866, "n_outside": 296, "selected_inside_frac": 0.046511627906976744, "selected_interface_frac": 0.7441860465116279, "selected_outside_frac": 0.20930232558139536, "selected_x_range": 0.9375, "selected_y_range": 0.9375, "step": 7, "n_elem": 1456, "target_elements": 8000, "gap": 6544, "cutoff_score": 1.4024860858917236, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4466238021850586, "score_mean": 1.807913463380828e-08, "score_p50": -0.3176701068878174, "score_p90": 0.9862780570983887, "fraction_gt1": 0.0947867298578199, "n_inside": 305, "n_interface": 1037, "n_outside": 346, "selected_inside_frac": 0.12, "selected_interface_frac": 0.72, "selected_outside_frac": 0.16, "selected_x_range": 0.78125, "selected_y_range": 0.78125, "step": 8, "n_elem": 1688, "target_elements": 8000, "gap": 6312, "cutoff_score": 1.5030683279037476, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5006113052368164, "score_mean": 3.1124507415825065e-08, "score_p50": -0.2735232412815094, "score_p90": 1.2013750076293945, "fraction_gt1": 0.13360530341662416, "n_inside": 336, "n_interface": 1217, "n_outside": 408, "selected_inside_frac": 0.017241379310344827, "selected_interface_frac": 0.22413793103448276, "selected_outside_frac": 0.7586206896551724, "selected_x_range": 0.96875, "selected_y_range": 0.90625, "step": 9, "n_elem": 1961, "target_elements": 8000, "gap": 6039, "cutoff_score": 1.638482689857483, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5732474327087402, "score_mean": -1.3617839300650303e-08, "score_p50": -0.21249189972877502, "score_p90": 0.8420066237449646, "fraction_gt1": 0.08389112003569835, "n_inside": 341, "n_interface": 1293, "n_outside": 607, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.49999999999999994, "step": 10, "n_elem": 2241, "target_elements": 8000, "gap": 5759, "cutoff_score": 1.9835634231567383, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.9651594161987305, "score_mean": 4.9541522884055667e-08, "score_p50": -0.14327354729175568, "score_p90": 0.7554121017456055, "fraction_gt1": 0.07548701298701299, "n_inside": 341, "n_interface": 1293, "n_outside": 830, "selected_inside_frac": 0.0, "selected_interface_frac": 0.8493150684931506, "selected_outside_frac": 0.1506849315068493, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 11, "n_elem": 2464, "target_elements": 8000, "gap": 5536, "cutoff_score": 1.2524304389953613, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1703996658325195, "score_mean": 1.6016923609640799e-07, "score_p50": 0.02800130844116211, "score_p90": 0.8951619863510132, "fraction_gt1": 0.06018194541637509, "n_inside": 341, "n_interface": 1636, "n_outside": 881, "selected_inside_frac": 0.38823529411764707, "selected_interface_frac": 0.5411764705882353, "selected_outside_frac": 0.07058823529411765, "selected_x_range": 0.875, "selected_y_range": 0.7916666666666667, "step": 12, "n_elem": 2858, "target_elements": 8000, "gap": 5142, "cutoff_score": 1.3653106689453125, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.020258903503418, "score_mean": 1.8461934203628516e-08, "score_p50": 0.18242093920707703, "score_p90": 1.0065739154815674, "fraction_gt1": 0.10072595281306715, "n_inside": 495, "n_interface": 1893, "n_outside": 918, "selected_inside_frac": 0.1919191919191919, "selected_interface_frac": 0.5656565656565656, "selected_outside_frac": 0.24242424242424243, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3306, "target_elements": 8000, "gap": 4694, "cutoff_score": 1.260138750076294, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2475790977478027, "score_mean": 6.357829107628277e-08, "score_p50": -0.22334739565849304, "score_p90": 0.8757645487785339, "fraction_gt1": 0.09088541666666666, "n_inside": 572, "n_interface": 2215, "n_outside": 1053, "selected_inside_frac": 0.05217391304347826, "selected_interface_frac": 0.5130434782608696, "selected_outside_frac": 0.43478260869565216, "selected_x_range": 0.9375, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 3840, "target_elements": 8000, "gap": 4160, "cutoff_score": 1.2612249851226807, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8899104595184326, "score_mean": -2.7736948737810962e-08, "score_p50": -0.20149576663970947, "score_p90": 0.731127142906189, "fraction_gt1": 0.07543740059077482, "n_inside": 600, "n_interface": 2520, "n_outside": 1281, "selected_inside_frac": 0.11363636363636363, "selected_interface_frac": 0.7878787878787878, "selected_outside_frac": 0.09848484848484848, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.7395833333333334, "step": 15, "n_elem": 4401, "target_elements": 8000, "gap": 3599, "cutoff_score": 1.2287269830703735, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.8597707748413086, "score_mean": 1.21680931997048e-08, "score_p50": -0.08082917332649231, "score_p90": 0.7635703086853027, "fraction_gt1": 0.05362838915470494, "n_inside": 674, "n_interface": 2996, "n_outside": 1346, "selected_inside_frac": 0.7266666666666667, "selected_interface_frac": 0.24, "selected_outside_frac": 0.03333333333333333, "selected_x_range": 0.9010416666666666, "selected_y_range": 0.6875, "step": 16, "n_elem": 5016, "target_elements": 8000, "gap": 2984, "cutoff_score": 1.340161919593811, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.221863269805908, "score_mean": 0.0, "score_p50": 0.04271458089351654, "score_p90": 0.8888020515441895, "fraction_gt1": 0.07626377470701416, "n_inside": 1108, "n_interface": 3234, "n_outside": 1375, "selected_inside_frac": 0.16374269005847952, "selected_interface_frac": 0.7485380116959064, "selected_outside_frac": 0.08771929824561403, "selected_x_range": 0.890625, "selected_y_range": 0.9322916666666666, "step": 17, "n_elem": 5717, "target_elements": 8000, "gap": 2283, "cutoff_score": 1.286360263824463, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.254946231842041, "score_mean": -1.8271263613200972e-08, "score_p50": -0.30877357721328735, "score_p90": 0.929552435874939, "fraction_gt1": 0.07977847627600658, "n_inside": 1224, "n_interface": 3985, "n_outside": 1472, "selected_inside_frac": 0.035, "selected_interface_frac": 0.645, "selected_outside_frac": 0.32, "selected_x_range": 0.984375, "selected_y_range": 0.828125, "step": 18, "n_elem": 6681, "target_elements": 8000, "gap": 1319, "cutoff_score": 1.2908363342285156, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.294285535812378, "score_mean": 1.572868413290962e-08, "score_p50": -0.286645770072937, "score_p90": 1.0680134296417236, "fraction_gt1": 0.10758922819224327, "n_inside": 1262, "n_interface": 4699, "n_outside": 1800, "selected_inside_frac": 0.012658227848101266, "selected_interface_frac": 0.17721518987341772, "selected_outside_frac": 0.810126582278481, "selected_x_range": 0.953125, "selected_y_range": 0.953125, "step": 19, "n_elem": 7761, "target_elements": 8000, "gap": 239, "cutoff_score": 1.6589202880859375, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 73, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.2729056414803285, "max_err": 0.44702976241772885, "actual_elements": 2096, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.3090137243270874, "score_mean": 0.14738860726356506, "score_p50": 0.1242992952466011, "score_p90": 0.3090137243270874, "fraction_gt1": 0.0, "n_inside": 64, "n_interface": 448, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.375, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.3090137243270874, "num_tied_at_cutoff": 64, "score_decreased": null }, { "score_max": 0.3090137243270874, "score_mean": 0.13503292202949524, "score_p50": 0.1242992952466011, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 132, "n_interface": 496, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.27083333333333326, "step": 1, "n_elem": 628, "target_elements": 2000, "gap": 1372, "cutoff_score": 0.3090137243270874, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.3090137243270874, "score_mean": 0.131012961268425, "score_p50": 0.1242992952466011, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 217, "n_interface": 497, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 714, "target_elements": 2000, "gap": 1286, "cutoff_score": 0.21850569546222687, "num_tied_at_cutoff": 26, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.12271205335855484, "score_p50": 0.1242992952466011, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 314, "n_interface": 512, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3854166666666667, "selected_y_range": 0.375, "step": 3, "n_elem": 826, "target_elements": 2000, "gap": 1174, "cutoff_score": 0.1545068621635437, "num_tied_at_cutoff": 187, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.10381288826465607, "score_p50": 0.10925284773111343, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 423, "n_interface": 649, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.35416666666666674, "step": 4, "n_elem": 1072, "target_elements": 2000, "gap": 928, "cutoff_score": 0.1545068621635437, "num_tied_at_cutoff": 134, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.09624598920345306, "score_p50": 0.10925284773111343, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 586, "n_interface": 662, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666669, "selected_y_range": 0.22916666666666674, "step": 5, "n_elem": 1248, "target_elements": 2000, "gap": 752, "cutoff_score": 0.1545068621635437, "num_tied_at_cutoff": 82, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.09107863903045654, "score_p50": 0.07725343108177185, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 748, "n_interface": 662, "n_outside": 0, "selected_inside_frac": 0.7142857142857143, "selected_interface_frac": 0.2857142857142857, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.4791666666666667, "step": 6, "n_elem": 1410, "target_elements": 2000, "gap": 590, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 394, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.08583986014127731, "score_p50": 0.07725343108177185, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 740, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.5833333333333333, "step": 7, "n_elem": 1600, "target_elements": 2000, "gap": 400, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 364, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.08017721772193909, "score_p50": 0.07725343108177185, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 978, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.7083333333333333, "step": 8, "n_elem": 1838, "target_elements": 2000, "gap": 162, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 274, "score_decreased": true } ], "sample_id": 76, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.2530894211022829, "max_err": 0.45149842688532726, "actual_elements": 2086, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9857812523841858, "score_mean": 0.11739721894264221, "score_p50": 3.699250239463936e-09, "score_p90": 0.6463420391082764, "fraction_gt1": 0.0, "n_inside": 64, "n_interface": 448, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9668589234352112, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9733119606971741, "score_mean": 0.09414129704236984, "score_p50": 3.121696465768764e-07, "score_p90": 0.4699919819831848, "fraction_gt1": 0.0, "n_inside": 129, "n_interface": 463, "n_outside": 0, "selected_inside_frac": 0.6470588235294118, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.0, "selected_x_range": 0.25000000000000006, "selected_y_range": 0.4375, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 0.9296187162399292, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9740607142448425, "score_mean": 0.09528718143701553, "score_p50": 3.6347370041767135e-05, "score_p90": 0.37183743715286255, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 504, "n_outside": 0, "selected_inside_frac": 0.55, "selected_interface_frac": 0.45, "selected_outside_frac": 0.0, "selected_x_range": 0.43750000000000006, "selected_y_range": 0.4375, "step": 2, "n_elem": 690, "target_elements": 2000, "gap": 1310, "cutoff_score": 0.8890592455863953, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9814407825469971, "score_mean": 0.13237036764621735, "score_p50": 9.952984692063183e-05, "score_p90": 0.7086402177810669, "fraction_gt1": 0.0, "n_inside": 225, "n_interface": 564, "n_outside": 0, "selected_inside_frac": 0.5217391304347826, "selected_interface_frac": 0.4782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.43750000000000006, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 789, "target_elements": 2000, "gap": 1211, "cutoff_score": 0.9336262941360474, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9869379997253418, "score_mean": 0.13869377970695496, "score_p50": 0.00016350296209566295, "score_p90": 0.679847240447998, "fraction_gt1": 0.0, "n_inside": 302, "n_interface": 622, "n_outside": 0, "selected_inside_frac": 0.7407407407407407, "selected_interface_frac": 0.25925925925925924, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 924, "target_elements": 2000, "gap": 1076, "cutoff_score": 0.9512006640434265, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9823182821273804, "score_mean": 0.13702690601348877, "score_p50": 0.0002364426472922787, "score_p90": 0.6849011182785034, "fraction_gt1": 0.0, "n_inside": 406, "n_interface": 671, "n_outside": 0, "selected_inside_frac": 0.46875, "selected_interface_frac": 0.53125, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.5520833333333333, "step": 5, "n_elem": 1077, "target_elements": 2000, "gap": 923, "cutoff_score": 0.9069168567657471, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9703503847122192, "score_mean": 0.12048543989658356, "score_p50": 0.0005934405489824712, "score_p90": 0.6051807403564453, "fraction_gt1": 0.0, "n_inside": 495, "n_interface": 791, "n_outside": 0, "selected_inside_frac": 0.4473684210526316, "selected_interface_frac": 0.5526315789473685, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5729166666666667, "step": 6, "n_elem": 1286, "target_elements": 2000, "gap": 714, "cutoff_score": 0.8877521753311157, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.983074963092804, "score_mean": 0.11783989518880844, "score_p50": 0.0018065213225781918, "score_p90": 0.5936719179153442, "fraction_gt1": 0.0, "n_inside": 601, "n_interface": 917, "n_outside": 0, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6354166666666667, "step": 7, "n_elem": 1518, "target_elements": 2000, "gap": 482, "cutoff_score": 0.8935209512710571, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.970948338508606, "score_mean": 0.11610009521245956, "score_p50": 0.0035008983686566353, "score_p90": 0.4763472378253937, "fraction_gt1": 0.0, "n_inside": 716, "n_interface": 1062, "n_outside": 0, "selected_inside_frac": 0.3584905660377358, "selected_interface_frac": 0.6415094339622641, "selected_outside_frac": 0.0, "selected_x_range": 0.71875, "selected_y_range": 0.6770833333333333, "step": 8, "n_elem": 1778, "target_elements": 2000, "gap": 222, "cutoff_score": 0.884097158908844, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 76, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.26796713035620523, "max_err": 0.450699754471091, "actual_elements": 2092, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 2.879542827606201, "score_mean": -3.725290298461914e-08, "score_p50": -0.3994287848472595, "score_p90": 1.7535487413406372, "fraction_gt1": 0.13671875, "n_inside": 64, "n_interface": 448, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 2.8456225395202637, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.4806180000305176, "score_mean": -6.443745537154655e-09, "score_p50": -0.35071831941604614, "score_p90": 0.7770808339118958, "fraction_gt1": 0.08952702702702703, "n_inside": 129, "n_interface": 463, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.375, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 3.3593950271606445, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 4.536044120788574, "score_mean": -7.25015567581977e-08, "score_p50": -0.34921616315841675, "score_p90": 1.1272646188735962, "fraction_gt1": 0.10818713450292397, "n_inside": 201, "n_interface": 483, "n_outside": 0, "selected_inside_frac": 0.8, "selected_interface_frac": 0.2, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.38541666666666663, "step": 2, "n_elem": 684, "target_elements": 2000, "gap": 1316, "cutoff_score": 1.6941282749176025, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.717942714691162, "score_mean": -1.6334975327936263e-07, "score_p50": -0.2451097071170807, "score_p90": 1.3043748140335083, "fraction_gt1": 0.13727959697732997, "n_inside": 273, "n_interface": 521, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.30208333333333337, "selected_y_range": 0.26041666666666663, "step": 3, "n_elem": 794, "target_elements": 2000, "gap": 1206, "cutoff_score": 1.7753112316131592, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.180006742477417, "score_mean": 0.0, "score_p50": -0.09572188556194305, "score_p90": 1.3337727785110474, "fraction_gt1": 0.1277533039647577, "n_inside": 381, "n_interface": 527, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.1875, "step": 4, "n_elem": 908, "target_elements": 2000, "gap": 1092, "cutoff_score": 1.7790255546569824, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0228700637817383, "score_mean": -7.378524458090396e-08, "score_p50": 0.046917520463466644, "score_p90": 1.4102329015731812, "fraction_gt1": 0.12669245647969052, "n_inside": 488, "n_interface": 546, "n_outside": 0, "selected_inside_frac": 0.7419354838709677, "selected_interface_frac": 0.25806451612903225, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.5, "step": 5, "n_elem": 1034, "target_elements": 2000, "gap": 966, "cutoff_score": 1.6078438758850098, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.320533275604248, "score_mean": -9.956795565813081e-08, "score_p50": -0.041968606412410736, "score_p90": 1.2054526805877686, "fraction_gt1": 0.12153344208809136, "n_inside": 610, "n_interface": 616, "n_outside": 0, "selected_inside_frac": 0.2777777777777778, "selected_interface_frac": 0.7222222222222222, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 6, "n_elem": 1226, "target_elements": 2000, "gap": 774, "cutoff_score": 1.8575564622879028, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5887575149536133, "score_mean": -2.1326050614334235e-07, "score_p50": -0.17104031145572662, "score_p90": 0.9865032434463501, "fraction_gt1": 0.09643605870020965, "n_inside": 664, "n_interface": 767, "n_outside": 0, "selected_inside_frac": 0.2619047619047619, "selected_interface_frac": 0.7380952380952381, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6041666666666667, "step": 7, "n_elem": 1431, "target_elements": 2000, "gap": 569, "cutoff_score": 1.9445083141326904, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.7187440395355225, "score_mean": -7.47064348161075e-08, "score_p50": -0.30172401666641235, "score_p90": 0.9031780362129211, "fraction_gt1": 0.09057527539779682, "n_inside": 724, "n_interface": 910, "n_outside": 0, "selected_inside_frac": 0.40816326530612246, "selected_interface_frac": 0.5918367346938775, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.6979166666666667, "step": 8, "n_elem": 1634, "target_elements": 2000, "gap": 366, "cutoff_score": 1.618833303451538, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.324678659439087, "score_mean": -4.7658893720381457e-08, "score_p50": -0.2739858329296112, "score_p90": 1.0178922414779663, "fraction_gt1": 0.10411244143675169, "n_inside": 842, "n_interface": 1079, "n_outside": 0, "selected_inside_frac": 0.38461538461538464, "selected_interface_frac": 0.6153846153846154, "selected_outside_frac": 0.0, "selected_x_range": 0.7604166666666667, "selected_y_range": 0.78125, "step": 9, "n_elem": 1921, "target_elements": 2000, "gap": 79, "cutoff_score": 1.6144464015960693, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 76, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.2561448650254336, "max_err": 0.4472046491989444, "actual_elements": 4076, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.3090137243270874, "score_mean": 0.14738860726356506, "score_p50": 0.1242992952466011, "score_p90": 0.3090137243270874, "fraction_gt1": 0.0, "n_inside": 64, "n_interface": 448, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.375, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.3090137243270874, "num_tied_at_cutoff": 64, "score_decreased": null }, { "score_max": 0.3090137243270874, "score_mean": 0.13503292202949524, "score_p50": 0.1242992952466011, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 132, "n_interface": 496, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.27083333333333326, "step": 1, "n_elem": 628, "target_elements": 4000, "gap": 3372, "cutoff_score": 0.3090137243270874, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.3090137243270874, "score_mean": 0.131012961268425, "score_p50": 0.1242992952466011, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 217, "n_interface": 497, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 714, "target_elements": 4000, "gap": 3286, "cutoff_score": 0.21850569546222687, "num_tied_at_cutoff": 26, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.12271205335855484, "score_p50": 0.1242992952466011, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 314, "n_interface": 512, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3854166666666667, "selected_y_range": 0.375, "step": 3, "n_elem": 826, "target_elements": 4000, "gap": 3174, "cutoff_score": 0.1545068621635437, "num_tied_at_cutoff": 187, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.10381288826465607, "score_p50": 0.10925284773111343, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 423, "n_interface": 649, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.35416666666666674, "step": 4, "n_elem": 1072, "target_elements": 4000, "gap": 2928, "cutoff_score": 0.1545068621635437, "num_tied_at_cutoff": 134, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.09624598920345306, "score_p50": 0.10925284773111343, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 586, "n_interface": 662, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666669, "selected_y_range": 0.22916666666666674, "step": 5, "n_elem": 1248, "target_elements": 4000, "gap": 2752, "cutoff_score": 0.1545068621635437, "num_tied_at_cutoff": 82, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.09107863903045654, "score_p50": 0.07725343108177185, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 748, "n_interface": 662, "n_outside": 0, "selected_inside_frac": 0.7142857142857143, "selected_interface_frac": 0.2857142857142857, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.4791666666666667, "step": 6, "n_elem": 1410, "target_elements": 4000, "gap": 2590, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 394, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.08583986014127731, "score_p50": 0.07725343108177185, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 740, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.5833333333333333, "step": 7, "n_elem": 1600, "target_elements": 4000, "gap": 2400, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 364, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.08017721772193909, "score_p50": 0.07725343108177185, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 978, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.7083333333333333, "step": 8, "n_elem": 1838, "target_elements": 4000, "gap": 2162, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 274, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.07539129257202148, "score_p50": 0.07725343108177185, "score_p90": 0.10925284773111343, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 1240, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 2100, "target_elements": 4000, "gap": 1900, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.0714888796210289, "score_p50": 0.06214964762330055, "score_p90": 0.08789287507534027, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 1514, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.33333333333333337, "step": 10, "n_elem": 2374, "target_elements": 4000, "gap": 1626, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 86, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.06854493916034698, "score_p50": 0.06214964762330055, "score_p90": 0.07725343108177185, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 1769, "n_outside": 0, "selected_inside_frac": 0.9230769230769231, "selected_interface_frac": 0.07692307692307693, "selected_outside_frac": 0.0, "selected_x_range": 0.7447916666666666, "selected_y_range": 0.8854166666666666, "step": 11, "n_elem": 2629, "target_elements": 4000, "gap": 1371, "cutoff_score": 0.10925284773111343, "num_tied_at_cutoff": 138, "score_decreased": true }, { "score_max": 0.10925284773111343, "score_mean": 0.06421095877885818, "score_p50": 0.06214964762330055, "score_p90": 0.07725343108177185, "fraction_gt1": 0.0, "n_inside": 1167, "n_interface": 1840, "n_outside": 0, "selected_inside_frac": 0.5111111111111111, "selected_interface_frac": 0.4888888888888889, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6458333333333334, "step": 12, "n_elem": 3007, "target_elements": 4000, "gap": 993, "cutoff_score": 0.08789287507534027, "num_tied_at_cutoff": 101, "score_decreased": true }, { "score_max": 0.08789287507534027, "score_mean": 0.06040854752063751, "score_p50": 0.06214964762330055, "score_p90": 0.07725343108177185, "fraction_gt1": 0.0, "n_inside": 1365, "n_interface": 2039, "n_outside": 0, "selected_inside_frac": 0.45098039215686275, "selected_interface_frac": 0.5490196078431373, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3404, "target_elements": 4000, "gap": 596, "cutoff_score": 0.07725343108177185, "num_tied_at_cutoff": 634, "score_decreased": true } ], "sample_id": 76, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.24291594897463759, "max_err": 0.4520909371195353, "actual_elements": 4053, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9857812523841858, "score_mean": 0.11739721894264221, "score_p50": 3.699250239463936e-09, "score_p90": 0.6463420391082764, "fraction_gt1": 0.0, "n_inside": 64, "n_interface": 448, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9668589234352112, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9733119606971741, "score_mean": 0.09414129704236984, "score_p50": 3.121696465768764e-07, "score_p90": 0.4699919819831848, "fraction_gt1": 0.0, "n_inside": 129, "n_interface": 463, "n_outside": 0, "selected_inside_frac": 0.6470588235294118, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.0, "selected_x_range": 0.25000000000000006, "selected_y_range": 0.4375, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 0.9296187162399292, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9740607142448425, "score_mean": 0.09528718143701553, "score_p50": 3.6347370041767135e-05, "score_p90": 0.37183743715286255, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 504, "n_outside": 0, "selected_inside_frac": 0.55, "selected_interface_frac": 0.45, "selected_outside_frac": 0.0, "selected_x_range": 0.43750000000000006, "selected_y_range": 0.4375, "step": 2, "n_elem": 690, "target_elements": 4000, "gap": 3310, "cutoff_score": 0.8890592455863953, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9814407825469971, "score_mean": 0.13237036764621735, "score_p50": 9.952984692063183e-05, "score_p90": 0.7086402177810669, "fraction_gt1": 0.0, "n_inside": 225, "n_interface": 564, "n_outside": 0, "selected_inside_frac": 0.5217391304347826, "selected_interface_frac": 0.4782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.43750000000000006, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 789, "target_elements": 4000, "gap": 3211, "cutoff_score": 0.9336262941360474, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9869379997253418, "score_mean": 0.13869377970695496, "score_p50": 0.00016350296209566295, "score_p90": 0.679847240447998, "fraction_gt1": 0.0, "n_inside": 302, "n_interface": 622, "n_outside": 0, "selected_inside_frac": 0.7407407407407407, "selected_interface_frac": 0.25925925925925924, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 924, "target_elements": 4000, "gap": 3076, "cutoff_score": 0.9512006640434265, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9823182821273804, "score_mean": 0.13702690601348877, "score_p50": 0.0002364426472922787, "score_p90": 0.6849011182785034, "fraction_gt1": 0.0, "n_inside": 406, "n_interface": 671, "n_outside": 0, "selected_inside_frac": 0.46875, "selected_interface_frac": 0.53125, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.5520833333333333, "step": 5, "n_elem": 1077, "target_elements": 4000, "gap": 2923, "cutoff_score": 0.9069168567657471, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9703503847122192, "score_mean": 0.12048543989658356, "score_p50": 0.0005934405489824712, "score_p90": 0.6051807403564453, "fraction_gt1": 0.0, "n_inside": 495, "n_interface": 791, "n_outside": 0, "selected_inside_frac": 0.4473684210526316, "selected_interface_frac": 0.5526315789473685, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5729166666666667, "step": 6, "n_elem": 1286, "target_elements": 4000, "gap": 2714, "cutoff_score": 0.8877521753311157, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.983074963092804, "score_mean": 0.11783989518880844, "score_p50": 0.0018065213225781918, "score_p90": 0.5936719179153442, "fraction_gt1": 0.0, "n_inside": 601, "n_interface": 917, "n_outside": 0, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6354166666666667, "step": 7, "n_elem": 1518, "target_elements": 4000, "gap": 2482, "cutoff_score": 0.8935209512710571, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.970948338508606, "score_mean": 0.11610009521245956, "score_p50": 0.0035008983686566353, "score_p90": 0.4763472378253937, "fraction_gt1": 0.0, "n_inside": 716, "n_interface": 1062, "n_outside": 0, "selected_inside_frac": 0.3584905660377358, "selected_interface_frac": 0.6415094339622641, "selected_outside_frac": 0.0, "selected_x_range": 0.71875, "selected_y_range": 0.6770833333333333, "step": 8, "n_elem": 1778, "target_elements": 4000, "gap": 2222, "cutoff_score": 0.884097158908844, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9618964195251465, "score_mean": 0.1355159729719162, "score_p50": 0.004652470350265503, "score_p90": 0.5715392827987671, "fraction_gt1": 0.0, "n_inside": 829, "n_interface": 1257, "n_outside": 0, "selected_inside_frac": 0.3225806451612903, "selected_interface_frac": 0.6774193548387096, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.7604166666666667, "step": 9, "n_elem": 2086, "target_elements": 4000, "gap": 1914, "cutoff_score": 0.8203967213630676, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9683687090873718, "score_mean": 0.16122248768806458, "score_p50": 0.004811770748347044, "score_p90": 0.6773361563682556, "fraction_gt1": 0.0, "n_inside": 958, "n_interface": 1477, "n_outside": 0, "selected_inside_frac": 0.4931506849315068, "selected_interface_frac": 0.5068493150684932, "selected_outside_frac": 0.0, "selected_x_range": 0.875, "selected_y_range": 0.8125, "step": 10, "n_elem": 2435, "target_elements": 4000, "gap": 1565, "cutoff_score": 0.8705449104309082, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.991371750831604, "score_mean": 0.18030710518360138, "score_p50": 0.005456141196191311, "score_p90": 0.7246991395950317, "fraction_gt1": 0.0, "n_inside": 1177, "n_interface": 1701, "n_outside": 0, "selected_inside_frac": 0.3953488372093023, "selected_interface_frac": 0.6046511627906976, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.875, "step": 11, "n_elem": 2878, "target_elements": 4000, "gap": 1122, "cutoff_score": 0.8929303884506226, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9610725045204163, "score_mean": 0.1734645813703537, "score_p50": 0.0028782454319298267, "score_p90": 0.7440385818481445, "fraction_gt1": 0.0, "n_inside": 1378, "n_interface": 1991, "n_outside": 0, "selected_inside_frac": 0.22772277227722773, "selected_interface_frac": 0.7722772277227723, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 12, "n_elem": 3369, "target_elements": 4000, "gap": 631, "cutoff_score": 0.8809709548950195, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9736518859863281, "score_mean": 0.1621973216533661, "score_p50": 0.0029904437251389027, "score_p90": 0.7197805047035217, "fraction_gt1": 0.0, "n_inside": 1529, "n_interface": 2424, "n_outside": 0, "selected_inside_frac": 0.4, "selected_interface_frac": 0.6, "selected_outside_frac": 0.0, "selected_x_range": 0.4322916666666667, "selected_y_range": 0.7760416666666666, "step": 13, "n_elem": 3953, "target_elements": 4000, "gap": 47, "cutoff_score": 0.9448257684707642, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 76, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.25566714051309636, "max_err": 0.45166447369041895, "actual_elements": 4099, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 2.879542827606201, "score_mean": -3.725290298461914e-08, "score_p50": -0.3994287848472595, "score_p90": 1.7535487413406372, "fraction_gt1": 0.13671875, "n_inside": 64, "n_interface": 448, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 2.8456225395202637, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.4806180000305176, "score_mean": -6.443745537154655e-09, "score_p50": -0.35071831941604614, "score_p90": 0.7770808339118958, "fraction_gt1": 0.08952702702702703, "n_inside": 129, "n_interface": 463, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.375, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 3.3593950271606445, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 4.536044120788574, "score_mean": -7.25015567581977e-08, "score_p50": -0.34921616315841675, "score_p90": 1.1272646188735962, "fraction_gt1": 0.10818713450292397, "n_inside": 201, "n_interface": 483, "n_outside": 0, "selected_inside_frac": 0.8, "selected_interface_frac": 0.2, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.38541666666666663, "step": 2, "n_elem": 684, "target_elements": 4000, "gap": 3316, "cutoff_score": 1.6941282749176025, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.717942714691162, "score_mean": -1.6334975327936263e-07, "score_p50": -0.2451097071170807, "score_p90": 1.3043748140335083, "fraction_gt1": 0.13727959697732997, "n_inside": 273, "n_interface": 521, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.30208333333333337, "selected_y_range": 0.26041666666666663, "step": 3, "n_elem": 794, "target_elements": 4000, "gap": 3206, "cutoff_score": 1.7753112316131592, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.180006742477417, "score_mean": 0.0, "score_p50": -0.09572188556194305, "score_p90": 1.3337727785110474, "fraction_gt1": 0.1277533039647577, "n_inside": 381, "n_interface": 527, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.1875, "step": 4, "n_elem": 908, "target_elements": 4000, "gap": 3092, "cutoff_score": 1.7790255546569824, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0228700637817383, "score_mean": -7.378524458090396e-08, "score_p50": 0.046917520463466644, "score_p90": 1.4102329015731812, "fraction_gt1": 0.12669245647969052, "n_inside": 488, "n_interface": 546, "n_outside": 0, "selected_inside_frac": 0.7419354838709677, "selected_interface_frac": 0.25806451612903225, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.5, "step": 5, "n_elem": 1034, "target_elements": 4000, "gap": 2966, "cutoff_score": 1.6078438758850098, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.320533275604248, "score_mean": -9.956795565813081e-08, "score_p50": -0.041968606412410736, "score_p90": 1.2054526805877686, "fraction_gt1": 0.12153344208809136, "n_inside": 610, "n_interface": 616, "n_outside": 0, "selected_inside_frac": 0.2777777777777778, "selected_interface_frac": 0.7222222222222222, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 6, "n_elem": 1226, "target_elements": 4000, "gap": 2774, "cutoff_score": 1.8575564622879028, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5887575149536133, "score_mean": -2.1326050614334235e-07, "score_p50": -0.17104031145572662, "score_p90": 0.9865032434463501, "fraction_gt1": 0.09643605870020965, "n_inside": 664, "n_interface": 767, "n_outside": 0, "selected_inside_frac": 0.2619047619047619, "selected_interface_frac": 0.7380952380952381, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6041666666666667, "step": 7, "n_elem": 1431, "target_elements": 4000, "gap": 2569, "cutoff_score": 1.9445083141326904, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.7187440395355225, "score_mean": -7.47064348161075e-08, "score_p50": -0.30172401666641235, "score_p90": 0.9031780362129211, "fraction_gt1": 0.09057527539779682, "n_inside": 724, "n_interface": 910, "n_outside": 0, "selected_inside_frac": 0.40816326530612246, "selected_interface_frac": 0.5918367346938775, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.6979166666666667, "step": 8, "n_elem": 1634, "target_elements": 4000, "gap": 2366, "cutoff_score": 1.618833303451538, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.324678659439087, "score_mean": -4.7658893720381457e-08, "score_p50": -0.2739858329296112, "score_p90": 1.0178922414779663, "fraction_gt1": 0.10411244143675169, "n_inside": 842, "n_interface": 1079, "n_outside": 0, "selected_inside_frac": 0.42105263157894735, "selected_interface_frac": 0.5789473684210527, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.8229166666666667, "step": 9, "n_elem": 1921, "target_elements": 4000, "gap": 2079, "cutoff_score": 1.318751335144043, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2499608993530273, "score_mean": 1.0759833912743488e-07, "score_p50": -0.1840345561504364, "score_p90": 1.0814533233642578, "fraction_gt1": 0.1375055090348171, "n_inside": 1008, "n_interface": 1261, "n_outside": 0, "selected_inside_frac": 0.17647058823529413, "selected_interface_frac": 0.8235294117647058, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9375, "step": 10, "n_elem": 2269, "target_elements": 4000, "gap": 1731, "cutoff_score": 1.4862041473388672, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4479689598083496, "score_mean": 1.1630174867605092e-07, "score_p50": -0.05455033481121063, "score_p90": 1.1397658586502075, "fraction_gt1": 0.11166158536585366, "n_inside": 1089, "n_interface": 1535, "n_outside": 0, "selected_inside_frac": 0.38461538461538464, "selected_interface_frac": 0.6153846153846154, "selected_outside_frac": 0.0, "selected_x_range": 0.8854166666666666, "selected_y_range": 0.859375, "step": 11, "n_elem": 2624, "target_elements": 4000, "gap": 1376, "cutoff_score": 1.3929307460784912, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3521595001220703, "score_mean": 6.059082124920678e-08, "score_p50": -0.3600511848926544, "score_p90": 1.0176856517791748, "fraction_gt1": 0.11978821972203839, "n_inside": 1255, "n_interface": 1767, "n_outside": 0, "selected_inside_frac": 0.6, "selected_interface_frac": 0.4, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.96875, "step": 12, "n_elem": 3022, "target_elements": 4000, "gap": 978, "cutoff_score": 1.5042452812194824, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2413854598999023, "score_mean": -1.6019725990190636e-07, "score_p50": -0.21007221937179565, "score_p90": 1.167527437210083, "fraction_gt1": 0.1280256634587343, "n_inside": 1499, "n_interface": 1930, "n_outside": 0, "selected_inside_frac": 0.9215686274509803, "selected_interface_frac": 0.0784313725490196, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.6666666666666667, "step": 13, "n_elem": 3429, "target_elements": 4000, "gap": 571, "cutoff_score": 1.5720136165618896, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2338547706604004, "score_mean": -1.5602033442974061e-07, "score_p50": -0.04430583119392395, "score_p90": 1.2070447206497192, "fraction_gt1": 0.12704498977505113, "n_inside": 1913, "n_interface": 1999, "n_outside": 0, "selected_inside_frac": 0.7931034482758621, "selected_interface_frac": 0.20689655172413793, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.625, "step": 14, "n_elem": 3912, "target_elements": 4000, "gap": 88, "cutoff_score": 1.8146440982818604, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 76, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.2502998882109489, "max_err": 0.45367003591613364, "actual_elements": 8086, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 0.3090137243270874, "score_mean": 0.14738860726356506, "score_p50": 0.1242992952466011, "score_p90": 0.3090137243270874, "fraction_gt1": 0.0, "n_inside": 64, "n_interface": 448, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.37500000000000006, "selected_y_range": 0.375, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.3090137243270874, "num_tied_at_cutoff": 64, "score_decreased": null }, { "score_max": 0.3090137243270874, "score_mean": 0.13503292202949524, "score_p50": 0.1242992952466011, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 132, "n_interface": 496, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.27083333333333326, "step": 1, "n_elem": 628, "target_elements": 8000, "gap": 7372, "cutoff_score": 0.3090137243270874, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.3090137243270874, "score_mean": 0.131012961268425, "score_p50": 0.1242992952466011, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 217, "n_interface": 497, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.33333333333333337, "step": 2, "n_elem": 714, "target_elements": 8000, "gap": 7286, "cutoff_score": 0.21850569546222687, "num_tied_at_cutoff": 26, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.12271205335855484, "score_p50": 0.1242992952466011, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 314, "n_interface": 512, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3854166666666667, "selected_y_range": 0.375, "step": 3, "n_elem": 826, "target_elements": 8000, "gap": 7174, "cutoff_score": 0.1545068621635437, "num_tied_at_cutoff": 187, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.10381288826465607, "score_p50": 0.10925284773111343, "score_p90": 0.1545068621635437, "fraction_gt1": 0.0, "n_inside": 423, "n_interface": 649, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.35416666666666674, "step": 4, "n_elem": 1072, "target_elements": 8000, "gap": 6928, "cutoff_score": 0.1545068621635437, "num_tied_at_cutoff": 134, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.09624598920345306, "score_p50": 0.10925284773111343, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 586, "n_interface": 662, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19791666666666669, "selected_y_range": 0.22916666666666674, "step": 5, "n_elem": 1248, "target_elements": 8000, "gap": 6752, "cutoff_score": 0.1545068621635437, "num_tied_at_cutoff": 82, "score_decreased": true }, { "score_max": 0.1545068621635437, "score_mean": 0.09107863903045654, "score_p50": 0.07725343108177185, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 748, "n_interface": 662, "n_outside": 0, "selected_inside_frac": 0.7142857142857143, "selected_interface_frac": 0.2857142857142857, "selected_outside_frac": 0.0, "selected_x_range": 0.49999999999999994, "selected_y_range": 0.4791666666666667, "step": 6, "n_elem": 1410, "target_elements": 8000, "gap": 6590, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 394, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.08583986014127731, "score_p50": 0.07725343108177185, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 740, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.5833333333333333, "step": 7, "n_elem": 1600, "target_elements": 8000, "gap": 6400, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 364, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.08017721772193909, "score_p50": 0.07725343108177185, "score_p90": 0.1242992952466011, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 978, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.7083333333333333, "step": 8, "n_elem": 1838, "target_elements": 8000, "gap": 6162, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 274, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.07539129257202148, "score_p50": 0.07725343108177185, "score_p90": 0.10925284773111343, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 1240, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 2100, "target_elements": 8000, "gap": 5900, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 180, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.0714888796210289, "score_p50": 0.06214964762330055, "score_p90": 0.08789287507534027, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 1514, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.33333333333333337, "step": 10, "n_elem": 2374, "target_elements": 8000, "gap": 5626, "cutoff_score": 0.1242992952466011, "num_tied_at_cutoff": 86, "score_decreased": true }, { "score_max": 0.1242992952466011, "score_mean": 0.06854493916034698, "score_p50": 0.06214964762330055, "score_p90": 0.07725343108177185, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 1769, "n_outside": 0, "selected_inside_frac": 0.9230769230769231, "selected_interface_frac": 0.07692307692307693, "selected_outside_frac": 0.0, "selected_x_range": 0.7447916666666666, "selected_y_range": 0.8854166666666666, "step": 11, "n_elem": 2629, "target_elements": 8000, "gap": 5371, "cutoff_score": 0.10925284773111343, "num_tied_at_cutoff": 138, "score_decreased": true }, { "score_max": 0.10925284773111343, "score_mean": 0.06421095877885818, "score_p50": 0.06214964762330055, "score_p90": 0.07725343108177185, "fraction_gt1": 0.0, "n_inside": 1167, "n_interface": 1840, "n_outside": 0, "selected_inside_frac": 0.5111111111111111, "selected_interface_frac": 0.4888888888888889, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6458333333333334, "step": 12, "n_elem": 3007, "target_elements": 8000, "gap": 4993, "cutoff_score": 0.08789287507534027, "num_tied_at_cutoff": 101, "score_decreased": true }, { "score_max": 0.08789287507534027, "score_mean": 0.06040854752063751, "score_p50": 0.06214964762330055, "score_p90": 0.07725343108177185, "fraction_gt1": 0.0, "n_inside": 1365, "n_interface": 2039, "n_outside": 0, "selected_inside_frac": 0.45098039215686275, "selected_interface_frac": 0.5490196078431373, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3404, "target_elements": 8000, "gap": 4596, "cutoff_score": 0.07725343108177185, "num_tied_at_cutoff": 634, "score_decreased": true }, { "score_max": 0.07725343108177185, "score_mean": 0.054336532950401306, "score_p50": 0.05462642386555672, "score_p90": 0.07725343108177185, "fraction_gt1": 0.0, "n_inside": 1582, "n_interface": 2494, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.38020833333333326, "step": 14, "n_elem": 4076, "target_elements": 8000, "gap": 3924, "cutoff_score": 0.07725343108177185, "num_tied_at_cutoff": 533, "score_decreased": true }, { "score_max": 0.07725343108177185, "score_mean": 0.05081266164779663, "score_p50": 0.05462642386555672, "score_p90": 0.06214964762330055, "fraction_gt1": 0.0, "n_inside": 2111, "n_interface": 2523, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.28645833333333326, "step": 15, "n_elem": 4634, "target_elements": 8000, "gap": 3366, "cutoff_score": 0.07725343108177185, "num_tied_at_cutoff": 366, "score_decreased": true }, { "score_max": 0.07725343108177185, "score_mean": 0.048075370490550995, "score_p50": 0.043946437537670135, "score_p90": 0.06214964762330055, "fraction_gt1": 0.0, "n_inside": 2675, "n_interface": 2523, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.19270833333333331, "selected_y_range": 0.19270833333333326, "step": 16, "n_elem": 5198, "target_elements": 8000, "gap": 2802, "cutoff_score": 0.07725343108177185, "num_tied_at_cutoff": 188, "score_decreased": true }, { "score_max": 0.07725343108177185, "score_mean": 0.04581436514854431, "score_p50": 0.038626715540885925, "score_p90": 0.06214964762330055, "fraction_gt1": 0.0, "n_inside": 3253, "n_interface": 2523, "n_outside": 0, "selected_inside_frac": 0.06936416184971098, "selected_interface_frac": 0.930635838150289, "selected_outside_frac": 0.0, "selected_x_range": 0.5729166666666667, "selected_y_range": 0.53125, "step": 17, "n_elem": 5776, "target_elements": 8000, "gap": 2224, "cutoff_score": 0.06214964762330055, "num_tied_at_cutoff": 1342, "score_decreased": true }, { "score_max": 0.06214964762330055, "score_mean": 0.04311563819646835, "score_p50": 0.038626715540885925, "score_p90": 0.06214964762330055, "fraction_gt1": 0.0, "n_inside": 3299, "n_interface": 3185, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.6354166666666667, "step": 18, "n_elem": 6484, "target_elements": 8000, "gap": 1516, "cutoff_score": 0.06214964762330055, "num_tied_at_cutoff": 1112, "score_decreased": true }, { "score_max": 0.06214964762330055, "score_mean": 0.04069391265511513, "score_p50": 0.038626715540885925, "score_p90": 0.06214964762330055, "fraction_gt1": 0.0, "n_inside": 3299, "n_interface": 3969, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8854166666666667, "selected_y_range": 0.7604166666666667, "step": 19, "n_elem": 7268, "target_elements": 8000, "gap": 732, "cutoff_score": 0.06214964762330055, "num_tied_at_cutoff": 856, "score_decreased": true } ], "sample_id": 76, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.24534260603407348, "max_err": 0.45485603710673683, "actual_elements": 8358, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9857812523841858, "score_mean": 0.11739721894264221, "score_p50": 3.699250239463936e-09, "score_p90": 0.6463420391082764, "fraction_gt1": 0.0, "n_inside": 64, "n_interface": 448, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9668589234352112, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9733119606971741, "score_mean": 0.09414129704236984, "score_p50": 3.121696465768764e-07, "score_p90": 0.4699919819831848, "fraction_gt1": 0.0, "n_inside": 129, "n_interface": 463, "n_outside": 0, "selected_inside_frac": 0.6470588235294118, "selected_interface_frac": 0.35294117647058826, "selected_outside_frac": 0.0, "selected_x_range": 0.25000000000000006, "selected_y_range": 0.4375, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 0.9296187162399292, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9740607142448425, "score_mean": 0.09528718143701553, "score_p50": 3.6347370041767135e-05, "score_p90": 0.37183743715286255, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 504, "n_outside": 0, "selected_inside_frac": 0.55, "selected_interface_frac": 0.45, "selected_outside_frac": 0.0, "selected_x_range": 0.43750000000000006, "selected_y_range": 0.4375, "step": 2, "n_elem": 690, "target_elements": 8000, "gap": 7310, "cutoff_score": 0.8890592455863953, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9814407825469971, "score_mean": 0.13237036764621735, "score_p50": 9.952984692063183e-05, "score_p90": 0.7086402177810669, "fraction_gt1": 0.0, "n_inside": 225, "n_interface": 564, "n_outside": 0, "selected_inside_frac": 0.5217391304347826, "selected_interface_frac": 0.4782608695652174, "selected_outside_frac": 0.0, "selected_x_range": 0.43750000000000006, "selected_y_range": 0.49999999999999994, "step": 3, "n_elem": 789, "target_elements": 8000, "gap": 7211, "cutoff_score": 0.9336262941360474, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9869379997253418, "score_mean": 0.13869377970695496, "score_p50": 0.00016350296209566295, "score_p90": 0.679847240447998, "fraction_gt1": 0.0, "n_inside": 302, "n_interface": 622, "n_outside": 0, "selected_inside_frac": 0.7407407407407407, "selected_interface_frac": 0.25925925925925924, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 924, "target_elements": 8000, "gap": 7076, "cutoff_score": 0.9512006640434265, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9823182821273804, "score_mean": 0.13702690601348877, "score_p50": 0.0002364426472922787, "score_p90": 0.6849011182785034, "fraction_gt1": 0.0, "n_inside": 406, "n_interface": 671, "n_outside": 0, "selected_inside_frac": 0.46875, "selected_interface_frac": 0.53125, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.5520833333333333, "step": 5, "n_elem": 1077, "target_elements": 8000, "gap": 6923, "cutoff_score": 0.9069168567657471, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9703503847122192, "score_mean": 0.12048543989658356, "score_p50": 0.0005934405489824712, "score_p90": 0.6051807403564453, "fraction_gt1": 0.0, "n_inside": 495, "n_interface": 791, "n_outside": 0, "selected_inside_frac": 0.4473684210526316, "selected_interface_frac": 0.5526315789473685, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5729166666666667, "step": 6, "n_elem": 1286, "target_elements": 8000, "gap": 6714, "cutoff_score": 0.8877521753311157, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.983074963092804, "score_mean": 0.11783989518880844, "score_p50": 0.0018065213225781918, "score_p90": 0.5936719179153442, "fraction_gt1": 0.0, "n_inside": 601, "n_interface": 917, "n_outside": 0, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6354166666666667, "step": 7, "n_elem": 1518, "target_elements": 8000, "gap": 6482, "cutoff_score": 0.8935209512710571, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.970948338508606, "score_mean": 0.11610009521245956, "score_p50": 0.0035008983686566353, "score_p90": 0.4763472378253937, "fraction_gt1": 0.0, "n_inside": 716, "n_interface": 1062, "n_outside": 0, "selected_inside_frac": 0.3584905660377358, "selected_interface_frac": 0.6415094339622641, "selected_outside_frac": 0.0, "selected_x_range": 0.71875, "selected_y_range": 0.6770833333333333, "step": 8, "n_elem": 1778, "target_elements": 8000, "gap": 6222, "cutoff_score": 0.884097158908844, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9618964195251465, "score_mean": 0.1355159729719162, "score_p50": 0.004652470350265503, "score_p90": 0.5715392827987671, "fraction_gt1": 0.0, "n_inside": 829, "n_interface": 1257, "n_outside": 0, "selected_inside_frac": 0.3225806451612903, "selected_interface_frac": 0.6774193548387096, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.7604166666666667, "step": 9, "n_elem": 2086, "target_elements": 8000, "gap": 5914, "cutoff_score": 0.8203967213630676, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9683687090873718, "score_mean": 0.16122248768806458, "score_p50": 0.004811770748347044, "score_p90": 0.6773361563682556, "fraction_gt1": 0.0, "n_inside": 958, "n_interface": 1477, "n_outside": 0, "selected_inside_frac": 0.4931506849315068, "selected_interface_frac": 0.5068493150684932, "selected_outside_frac": 0.0, "selected_x_range": 0.875, "selected_y_range": 0.8125, "step": 10, "n_elem": 2435, "target_elements": 8000, "gap": 5565, "cutoff_score": 0.8705449104309082, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.991371750831604, "score_mean": 0.18030710518360138, "score_p50": 0.005456141196191311, "score_p90": 0.7246991395950317, "fraction_gt1": 0.0, "n_inside": 1177, "n_interface": 1701, "n_outside": 0, "selected_inside_frac": 0.3953488372093023, "selected_interface_frac": 0.6046511627906976, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.875, "step": 11, "n_elem": 2878, "target_elements": 8000, "gap": 5122, "cutoff_score": 0.8929303884506226, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9610725045204163, "score_mean": 0.1734645813703537, "score_p50": 0.0028782454319298267, "score_p90": 0.7440385818481445, "fraction_gt1": 0.0, "n_inside": 1378, "n_interface": 1991, "n_outside": 0, "selected_inside_frac": 0.22772277227722773, "selected_interface_frac": 0.7722772277227723, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 12, "n_elem": 3369, "target_elements": 8000, "gap": 4631, "cutoff_score": 0.8809709548950195, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9736518859863281, "score_mean": 0.1621973216533661, "score_p50": 0.0029904437251389027, "score_p90": 0.7197805047035217, "fraction_gt1": 0.0, "n_inside": 1529, "n_interface": 2424, "n_outside": 0, "selected_inside_frac": 0.4661016949152542, "selected_interface_frac": 0.5338983050847458, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.953125, "step": 13, "n_elem": 3953, "target_elements": 8000, "gap": 4047, "cutoff_score": 0.876388430595398, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.979233980178833, "score_mean": 0.15156209468841553, "score_p50": 0.003089478937909007, "score_p90": 0.6903964877128601, "fraction_gt1": 0.0, "n_inside": 1852, "n_interface": 2801, "n_outside": 0, "selected_inside_frac": 0.3237410071942446, "selected_interface_frac": 0.6762589928057554, "selected_outside_frac": 0.0, "selected_x_range": 0.9739583333333333, "selected_y_range": 0.9114583333333333, "step": 14, "n_elem": 4653, "target_elements": 8000, "gap": 3347, "cutoff_score": 0.867319643497467, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9824219346046448, "score_mean": 0.1545717567205429, "score_p50": 0.0033385250717401505, "score_p90": 0.679088294506073, "fraction_gt1": 0.0, "n_inside": 2159, "n_interface": 3321, "n_outside": 0, "selected_inside_frac": 0.49390243902439024, "selected_interface_frac": 0.5060975609756098, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.9739583333333333, "step": 15, "n_elem": 5480, "target_elements": 8000, "gap": 2520, "cutoff_score": 0.8575153350830078, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9788692593574524, "score_mean": 0.15513531863689423, "score_p50": 0.0036660695914179087, "score_p90": 0.6927449703216553, "fraction_gt1": 0.0, "n_inside": 2657, "n_interface": 3802, "n_outside": 0, "selected_inside_frac": 0.3626943005181347, "selected_interface_frac": 0.6373056994818653, "selected_outside_frac": 0.0, "selected_x_range": 0.8385416666666666, "selected_y_range": 0.953125, "step": 16, "n_elem": 6459, "target_elements": 8000, "gap": 1541, "cutoff_score": 0.8471768498420715, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9800488948822021, "score_mean": 0.1569761335849762, "score_p50": 0.004589964635670185, "score_p90": 0.6966399550437927, "fraction_gt1": 0.0, "n_inside": 3136, "n_interface": 4507, "n_outside": 0, "selected_inside_frac": 0.5546218487394958, "selected_interface_frac": 0.44537815126050423, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.703125, "step": 17, "n_elem": 7643, "target_elements": 8000, "gap": 357, "cutoff_score": 0.8957863450050354, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 76, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.24935651828973157, "max_err": 0.4536534310726794, "actual_elements": 8163, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 2.879542827606201, "score_mean": -3.725290298461914e-08, "score_p50": -0.3994287848472595, "score_p90": 1.7535487413406372, "fraction_gt1": 0.13671875, "n_inside": 64, "n_interface": 448, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.25, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 2.8456225395202637, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.4806180000305176, "score_mean": -6.443745537154655e-09, "score_p50": -0.35071831941604614, "score_p90": 0.7770808339118958, "fraction_gt1": 0.08952702702702703, "n_inside": 129, "n_interface": 463, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.375, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 3.3593950271606445, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 4.536044120788574, "score_mean": -7.25015567581977e-08, "score_p50": -0.34921616315841675, "score_p90": 1.1272646188735962, "fraction_gt1": 0.10818713450292397, "n_inside": 201, "n_interface": 483, "n_outside": 0, "selected_inside_frac": 0.8, "selected_interface_frac": 0.2, "selected_outside_frac": 0.0, "selected_x_range": 0.3333333333333333, "selected_y_range": 0.38541666666666663, "step": 2, "n_elem": 684, "target_elements": 8000, "gap": 7316, "cutoff_score": 1.6941282749176025, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.717942714691162, "score_mean": -1.6334975327936263e-07, "score_p50": -0.2451097071170807, "score_p90": 1.3043748140335083, "fraction_gt1": 0.13727959697732997, "n_inside": 273, "n_interface": 521, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.30208333333333337, "selected_y_range": 0.26041666666666663, "step": 3, "n_elem": 794, "target_elements": 8000, "gap": 7206, "cutoff_score": 1.7753112316131592, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.180006742477417, "score_mean": 0.0, "score_p50": -0.09572188556194305, "score_p90": 1.3337727785110474, "fraction_gt1": 0.1277533039647577, "n_inside": 381, "n_interface": 527, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.1875, "step": 4, "n_elem": 908, "target_elements": 8000, "gap": 7092, "cutoff_score": 1.7790255546569824, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0228700637817383, "score_mean": -7.378524458090396e-08, "score_p50": 0.046917520463466644, "score_p90": 1.4102329015731812, "fraction_gt1": 0.12669245647969052, "n_inside": 488, "n_interface": 546, "n_outside": 0, "selected_inside_frac": 0.7419354838709677, "selected_interface_frac": 0.25806451612903225, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.5, "step": 5, "n_elem": 1034, "target_elements": 8000, "gap": 6966, "cutoff_score": 1.6078438758850098, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.320533275604248, "score_mean": -9.956795565813081e-08, "score_p50": -0.041968606412410736, "score_p90": 1.2054526805877686, "fraction_gt1": 0.12153344208809136, "n_inside": 610, "n_interface": 616, "n_outside": 0, "selected_inside_frac": 0.2777777777777778, "selected_interface_frac": 0.7222222222222222, "selected_outside_frac": 0.0, "selected_x_range": 0.5208333333333333, "selected_y_range": 0.5625, "step": 6, "n_elem": 1226, "target_elements": 8000, "gap": 6774, "cutoff_score": 1.8575564622879028, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5887575149536133, "score_mean": -2.1326050614334235e-07, "score_p50": -0.17104031145572662, "score_p90": 0.9865032434463501, "fraction_gt1": 0.09643605870020965, "n_inside": 664, "n_interface": 767, "n_outside": 0, "selected_inside_frac": 0.2619047619047619, "selected_interface_frac": 0.7380952380952381, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.6041666666666667, "step": 7, "n_elem": 1431, "target_elements": 8000, "gap": 6569, "cutoff_score": 1.9445083141326904, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.7187440395355225, "score_mean": -7.47064348161075e-08, "score_p50": -0.30172401666641235, "score_p90": 0.9031780362129211, "fraction_gt1": 0.09057527539779682, "n_inside": 724, "n_interface": 910, "n_outside": 0, "selected_inside_frac": 0.40816326530612246, "selected_interface_frac": 0.5918367346938775, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.6979166666666667, "step": 8, "n_elem": 1634, "target_elements": 8000, "gap": 6366, "cutoff_score": 1.618833303451538, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.324678659439087, "score_mean": -4.7658893720381457e-08, "score_p50": -0.2739858329296112, "score_p90": 1.0178922414779663, "fraction_gt1": 0.10411244143675169, "n_inside": 842, "n_interface": 1079, "n_outside": 0, "selected_inside_frac": 0.42105263157894735, "selected_interface_frac": 0.5789473684210527, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.8229166666666667, "step": 9, "n_elem": 1921, "target_elements": 8000, "gap": 6079, "cutoff_score": 1.318751335144043, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2499608993530273, "score_mean": 1.0759833912743488e-07, "score_p50": -0.1840345561504364, "score_p90": 1.0814533233642578, "fraction_gt1": 0.1375055090348171, "n_inside": 1008, "n_interface": 1261, "n_outside": 0, "selected_inside_frac": 0.17647058823529413, "selected_interface_frac": 0.8235294117647058, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9375, "step": 10, "n_elem": 2269, "target_elements": 8000, "gap": 5731, "cutoff_score": 1.4862041473388672, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4479689598083496, "score_mean": 1.1630174867605092e-07, "score_p50": -0.05455033481121063, "score_p90": 1.1397658586502075, "fraction_gt1": 0.11166158536585366, "n_inside": 1089, "n_interface": 1535, "n_outside": 0, "selected_inside_frac": 0.38461538461538464, "selected_interface_frac": 0.6153846153846154, "selected_outside_frac": 0.0, "selected_x_range": 0.8854166666666666, "selected_y_range": 0.859375, "step": 11, "n_elem": 2624, "target_elements": 8000, "gap": 5376, "cutoff_score": 1.3929307460784912, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3521595001220703, "score_mean": 6.059082124920678e-08, "score_p50": -0.3600511848926544, "score_p90": 1.0176856517791748, "fraction_gt1": 0.11978821972203839, "n_inside": 1255, "n_interface": 1767, "n_outside": 0, "selected_inside_frac": 0.6, "selected_interface_frac": 0.4, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.96875, "step": 12, "n_elem": 3022, "target_elements": 8000, "gap": 4978, "cutoff_score": 1.5042452812194824, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2413854598999023, "score_mean": -1.6019725990190636e-07, "score_p50": -0.21007221937179565, "score_p90": 1.167527437210083, "fraction_gt1": 0.1280256634587343, "n_inside": 1499, "n_interface": 1930, "n_outside": 0, "selected_inside_frac": 0.9215686274509803, "selected_interface_frac": 0.0784313725490196, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.6666666666666667, "step": 13, "n_elem": 3429, "target_elements": 8000, "gap": 4571, "cutoff_score": 1.5720136165618896, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.2338547706604004, "score_mean": -1.5602033442974061e-07, "score_p50": -0.04430583119392395, "score_p90": 1.2070447206497192, "fraction_gt1": 0.12704498977505113, "n_inside": 1913, "n_interface": 1999, "n_outside": 0, "selected_inside_frac": 0.811965811965812, "selected_interface_frac": 0.18803418803418803, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.7291666666666667, "step": 14, "n_elem": 3912, "target_elements": 8000, "gap": 4088, "cutoff_score": 1.4218347072601318, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0066580772399902, "score_mean": -8.084126790208757e-08, "score_p50": -0.13481074571609497, "score_p90": 1.077545166015625, "fraction_gt1": 0.11920529801324503, "n_inside": 2344, "n_interface": 2186, "n_outside": 0, "selected_inside_frac": 0.2518518518518518, "selected_interface_frac": 0.7481481481481481, "selected_outside_frac": 0.0, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.8333333333333334, "step": 15, "n_elem": 4530, "target_elements": 8000, "gap": 3470, "cutoff_score": 1.6125177145004272, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0612902641296387, "score_mean": 4.7350781073873804e-08, "score_p50": -0.026601895689964294, "score_p90": 1.1242412328720093, "fraction_gt1": 0.12083010085337471, "n_inside": 2516, "n_interface": 2640, "n_outside": 0, "selected_inside_frac": 0.11688311688311688, "selected_interface_frac": 0.8831168831168831, "selected_outside_frac": 0.0, "selected_x_range": 0.65625, "selected_y_range": 0.9583333333333334, "step": 16, "n_elem": 5156, "target_elements": 8000, "gap": 2844, "cutoff_score": 1.7313082218170166, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.420382022857666, "score_mean": -2.0831111058328133e-08, "score_p50": -0.18771979212760925, "score_p90": 0.9985261559486389, "fraction_gt1": 0.1, "n_inside": 2620, "n_interface": 3240, "n_outside": 0, "selected_inside_frac": 0.5542857142857143, "selected_interface_frac": 0.44571428571428573, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333334, "selected_y_range": 0.9479166666666667, "step": 17, "n_elem": 5860, "target_elements": 8000, "gap": 2140, "cutoff_score": 1.526496410369873, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5027565956115723, "score_mean": 1.8081811603565257e-08, "score_p50": -0.18829664587974548, "score_p90": 0.9118187427520752, "fraction_gt1": 0.08250629536364983, "n_inside": 3131, "n_interface": 3618, "n_outside": 2, "selected_inside_frac": 0.42574257425742573, "selected_interface_frac": 0.5742574257425742, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 18, "n_elem": 6751, "target_elements": 8000, "gap": 1249, "cutoff_score": 1.4795806407928467, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.119562864303589, "score_mean": 3.118413971492373e-08, "score_p50": -0.16502588987350464, "score_p90": 0.894393265247345, "fraction_gt1": 0.07587175884531869, "n_inside": 3627, "n_interface": 4200, "n_outside": 2, "selected_inside_frac": 0.5614035087719298, "selected_interface_frac": 0.43859649122807015, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8072916666666666, "step": 19, "n_elem": 7829, "target_elements": 8000, "gap": 171, "cutoff_score": 1.7791324853897095, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 76, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.2288882743526955, "max_err": 0.4913694799052504, "actual_elements": 2013, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.6834332346916199, "score_mean": 0.4017657935619354, "score_p50": 0.35567477345466614, "score_p90": 0.6834332346916199, "fraction_gt1": 0.0, "n_inside": 72, "n_interface": 207, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.3958333333333333, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.6834332346916199, "num_tied_at_cutoff": 72, "score_decreased": null }, { "score_max": 0.6834332346916199, "score_mean": 0.3619372844696045, "score_p50": 0.35567477345466614, "score_p90": 0.48326030373573303, "fraction_gt1": 0.0, "n_inside": 140, "n_interface": 257, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.27083333333333326, "step": 1, "n_elem": 630, "target_elements": 2000, "gap": 1370, "cutoff_score": 0.6834332346916199, "num_tied_at_cutoff": 36, "score_decreased": true }, { "score_max": 0.6834332346916199, "score_mean": 0.34338846802711487, "score_p50": 0.35567477345466614, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 235, "n_interface": 262, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.27083333333333326, "step": 2, "n_elem": 730, "target_elements": 2000, "gap": 1270, "cutoff_score": 0.48326030373573303, "num_tied_at_cutoff": 35, "score_decreased": true }, { "score_max": 0.48326030373573303, "score_mean": 0.3205571472644806, "score_p50": 0.34171661734580994, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 331, "n_interface": 272, "n_outside": 233, "selected_inside_frac": 0.24, "selected_interface_frac": 0.76, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5, "step": 3, "n_elem": 836, "target_elements": 2000, "gap": 1164, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 406, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.29433560371398926, "score_p50": 0.34171661734580994, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 374, "n_outside": 233, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 972, "target_elements": 2000, "gap": 1028, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 364, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.26996153593063354, "score_p50": 0.25150004029273987, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 532, "n_outside": 233, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1130, "target_elements": 2000, "gap": 870, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 306, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.25027328729629517, "score_p50": 0.24163015186786652, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 699, "n_outside": 236, "selected_inside_frac": 0.0, "selected_interface_frac": 0.38461538461538464, "selected_outside_frac": 0.6153846153846154, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8125, "step": 6, "n_elem": 1300, "target_elements": 2000, "gap": 700, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 246, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.2324945330619812, "score_p50": 0.17783738672733307, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 783, "n_outside": 357, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1505, "target_elements": 2000, "gap": 495, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 172, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.21804828941822052, "score_p50": 0.17783738672733307, "score_p90": 0.34171661734580994, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 783, "n_outside": 579, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1727, "target_elements": 2000, "gap": 273, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.2073860913515091, "score_p50": 0.17783738672733307, "score_p90": 0.34171661734580994, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 783, "n_outside": 785, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.27083333333333326, "selected_y_range": 0.27083333333333337, "step": 9, "n_elem": 1933, "target_elements": 2000, "gap": 67, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 24, "score_decreased": true } ], "sample_id": 77, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.14662526296823516, "max_err": 0.2924436013205675, "actual_elements": 2162, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9836892485618591, "score_mean": 0.1204695925116539, "score_p50": 1.3357068837649422e-06, "score_p90": 0.7731462717056274, "fraction_gt1": 0.0, "n_inside": 72, "n_interface": 207, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.22916666666666674, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9759896993637085, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9843195080757141, "score_mean": 0.11373396217823029, "score_p50": 0.00011761083442252129, "score_p90": 0.5597172975540161, "fraction_gt1": 0.0, "n_inside": 143, "n_interface": 216, "n_outside": 233, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333334, "selected_y_range": 0.37500000000000006, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 0.9455612301826477, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.979345440864563, "score_mean": 0.15649427473545074, "score_p50": 0.0035881316289305687, "score_p90": 0.6392907500267029, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 230, "n_outside": 233, "selected_inside_frac": 0.1, "selected_interface_frac": 0.9, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.3125, "step": 2, "n_elem": 690, "target_elements": 2000, "gap": 1310, "cutoff_score": 0.9253379106521606, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9675580263137817, "score_mean": 0.23251014947891235, "score_p50": 0.002725724596530199, "score_p90": 0.8506330251693726, "fraction_gt1": 0.0, "n_inside": 245, "n_interface": 322, "n_outside": 233, "selected_inside_frac": 0.7083333333333334, "selected_interface_frac": 0.041666666666666664, "selected_outside_frac": 0.25, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.30208333333333326, "step": 3, "n_elem": 800, "target_elements": 2000, "gap": 1200, "cutoff_score": 0.9425531625747681, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9855239987373352, "score_mean": 0.2251157909631729, "score_p50": 0.001332665327936411, "score_p90": 0.9076035618782043, "fraction_gt1": 0.0, "n_inside": 347, "n_interface": 343, "n_outside": 266, "selected_inside_frac": 0.4642857142857143, "selected_interface_frac": 0.17857142857142858, "selected_outside_frac": 0.35714285714285715, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.43749999999999994, "step": 4, "n_elem": 956, "target_elements": 2000, "gap": 1044, "cutoff_score": 0.9656956791877747, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9833337664604187, "score_mean": 0.19742907583713531, "score_p50": 0.001700596185401082, "score_p90": 0.8525730967521667, "fraction_gt1": 0.0, "n_inside": 442, "n_interface": 370, "n_outside": 314, "selected_inside_frac": 0.36363636363636365, "selected_interface_frac": 0.2727272727272727, "selected_outside_frac": 0.36363636363636365, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.5416666666666667, "step": 5, "n_elem": 1126, "target_elements": 2000, "gap": 874, "cutoff_score": 0.9406563639640808, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9838821887969971, "score_mean": 0.17225730419158936, "score_p50": 0.0028908993117511272, "score_p90": 0.8244332671165466, "fraction_gt1": 0.0, "n_inside": 508, "n_interface": 434, "n_outside": 382, "selected_inside_frac": 0.7435897435897436, "selected_interface_frac": 0.23076923076923078, "selected_outside_frac": 0.02564102564102564, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.4791666666666667, "step": 6, "n_elem": 1324, "target_elements": 2000, "gap": 676, "cutoff_score": 0.9152442216873169, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9731066823005676, "score_mean": 0.15737569332122803, "score_p50": 0.004924505949020386, "score_p90": 0.7113452553749084, "fraction_gt1": 0.0, "n_inside": 662, "n_interface": 507, "n_outside": 391, "selected_inside_frac": 0.391304347826087, "selected_interface_frac": 0.43478260869565216, "selected_outside_frac": 0.17391304347826086, "selected_x_range": 0.8125, "selected_y_range": 0.5625, "step": 7, "n_elem": 1560, "target_elements": 2000, "gap": 440, "cutoff_score": 0.9017456769943237, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9839829206466675, "score_mean": 0.17405946552753448, "score_p50": 0.006736181676387787, "score_p90": 0.7338222861289978, "fraction_gt1": 0.0, "n_inside": 783, "n_interface": 625, "n_outside": 433, "selected_inside_frac": 0.6037735849056604, "selected_interface_frac": 0.22641509433962265, "selected_outside_frac": 0.16981132075471697, "selected_x_range": 0.875, "selected_y_range": 0.6666666666666667, "step": 8, "n_elem": 1841, "target_elements": 2000, "gap": 159, "cutoff_score": 0.8981049060821533, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 77, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.13127013065889853, "max_err": 0.28795061861464966, "actual_elements": 2106, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 2.7110061645507812, "score_mean": 3.725290298461914e-08, "score_p50": -0.40810254216194153, "score_p90": 2.0470337867736816, "fraction_gt1": 0.150390625, "n_inside": 72, "n_interface": 207, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.22916666666666674, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 2.697849988937378, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.340188980102539, "score_mean": 5.477183506741312e-08, "score_p50": -0.3361074924468994, "score_p90": 1.0792269706726074, "fraction_gt1": 0.10810810810810811, "n_inside": 143, "n_interface": 216, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.22916666666666666, "selected_y_range": 0.37500000000000006, "step": 1, "n_elem": 592, "target_elements": 2000, "gap": 1408, "cutoff_score": 3.2638349533081055, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 4.517577171325684, "score_mean": 1.6173423489362904e-07, "score_p50": -0.2769426703453064, "score_p90": 1.1121355295181274, "fraction_gt1": 0.1111111111111111, "n_inside": 226, "n_interface": 225, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.28125, "step": 2, "n_elem": 684, "target_elements": 2000, "gap": 1316, "cutoff_score": 1.8784675598144531, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8701382875442505, "score_mean": 4.671057922678301e-07, "score_p50": -0.07343477010726929, "score_p90": 1.104683518409729, "fraction_gt1": 0.13137755102040816, "n_inside": 308, "n_interface": 243, "n_outside": 233, "selected_inside_frac": 0.2608695652173913, "selected_interface_frac": 0.7391304347826086, "selected_outside_frac": 0.0, "selected_x_range": 0.53125, "selected_y_range": 0.34374999999999994, "step": 3, "n_elem": 784, "target_elements": 2000, "gap": 1216, "cutoff_score": 1.362648844718933, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.3941020965576172, "score_mean": 1.173753005900835e-07, "score_p50": 0.05741983652114868, "score_p90": 1.2493796348571777, "fraction_gt1": 0.18681318681318682, "n_inside": 333, "n_interface": 344, "n_outside": 233, "selected_inside_frac": 0.0, "selected_interface_frac": 0.25925925925925924, "selected_outside_frac": 0.7407407407407407, "selected_x_range": 0.4583333333333333, "selected_y_range": 0.4791666666666667, "step": 4, "n_elem": 910, "target_elements": 2000, "gap": 1090, "cutoff_score": 1.35160231590271, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.5600509643554688, "score_mean": 0.0, "score_p50": 0.18128374218940735, "score_p90": 1.4483000040054321, "fraction_gt1": 0.1702127659574468, "n_inside": 333, "n_interface": 386, "n_outside": 315, "selected_inside_frac": 0.6129032258064516, "selected_interface_frac": 0.16129032258064516, "selected_outside_frac": 0.22580645161290322, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.4583333333333333, "step": 5, "n_elem": 1034, "target_elements": 2000, "gap": 966, "cutoff_score": 1.4863216876983643, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.860123634338379, "score_mean": -2.509669272399151e-08, "score_p50": -0.3155466318130493, "score_p90": 1.481797218322754, "fraction_gt1": 0.15049342105263158, "n_inside": 439, "n_interface": 423, "n_outside": 354, "selected_inside_frac": 0.8055555555555556, "selected_interface_frac": 0.1111111111111111, "selected_outside_frac": 0.08333333333333333, "selected_x_range": 0.5625, "selected_y_range": 0.5, "step": 6, "n_elem": 1216, "target_elements": 2000, "gap": 784, "cutoff_score": 1.7651171684265137, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1355109214782715, "score_mean": 1.3004650156744901e-07, "score_p50": -0.22300684452056885, "score_p90": 1.3632421493530273, "fraction_gt1": 0.14417613636363635, "n_inside": 573, "n_interface": 461, "n_outside": 374, "selected_inside_frac": 0.5, "selected_interface_frac": 0.11904761904761904, "selected_outside_frac": 0.38095238095238093, "selected_x_range": 0.8125, "selected_y_range": 0.5833333333333333, "step": 7, "n_elem": 1408, "target_elements": 2000, "gap": 592, "cutoff_score": 1.9283608198165894, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.374770164489746, "score_mean": 1.876849786697221e-08, "score_p50": -0.4521998465061188, "score_p90": 1.2045361995697021, "fraction_gt1": 0.13038130381303814, "n_inside": 689, "n_interface": 497, "n_outside": 440, "selected_inside_frac": 0.7708333333333334, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.0625, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.625, "step": 8, "n_elem": 1626, "target_elements": 2000, "gap": 374, "cutoff_score": 2.03018856048584, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4022057056427, "score_mean": -8.14671068383177e-08, "score_p50": -0.48556792736053467, "score_p90": 1.089400291442871, "fraction_gt1": 0.11745862253069941, "n_inside": 861, "n_interface": 550, "n_outside": 462, "selected_inside_frac": 0.2619047619047619, "selected_interface_frac": 0.6428571428571429, "selected_outside_frac": 0.09523809523809523, "selected_x_range": 0.875, "selected_y_range": 0.6666666666666667, "step": 9, "n_elem": 1873, "target_elements": 2000, "gap": 127, "cutoff_score": 1.7299607992172241, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 77, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.10723026505931563, "max_err": 0.311287152613804, "actual_elements": 4142, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.6834332346916199, "score_mean": 0.4017657935619354, "score_p50": 0.35567477345466614, "score_p90": 0.6834332346916199, "fraction_gt1": 0.0, "n_inside": 72, "n_interface": 207, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.3958333333333333, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.6834332346916199, "num_tied_at_cutoff": 72, "score_decreased": null }, { "score_max": 0.6834332346916199, "score_mean": 0.3619372844696045, "score_p50": 0.35567477345466614, "score_p90": 0.48326030373573303, "fraction_gt1": 0.0, "n_inside": 140, "n_interface": 257, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.27083333333333326, "step": 1, "n_elem": 630, "target_elements": 4000, "gap": 3370, "cutoff_score": 0.6834332346916199, "num_tied_at_cutoff": 36, "score_decreased": true }, { "score_max": 0.6834332346916199, "score_mean": 0.34338846802711487, "score_p50": 0.35567477345466614, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 235, "n_interface": 262, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.27083333333333326, "step": 2, "n_elem": 730, "target_elements": 4000, "gap": 3270, "cutoff_score": 0.48326030373573303, "num_tied_at_cutoff": 35, "score_decreased": true }, { "score_max": 0.48326030373573303, "score_mean": 0.3205571472644806, "score_p50": 0.34171661734580994, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 331, "n_interface": 272, "n_outside": 233, "selected_inside_frac": 0.24, "selected_interface_frac": 0.76, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5, "step": 3, "n_elem": 836, "target_elements": 4000, "gap": 3164, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 406, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.29433560371398926, "score_p50": 0.34171661734580994, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 374, "n_outside": 233, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 972, "target_elements": 4000, "gap": 3028, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 364, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.26996153593063354, "score_p50": 0.25150004029273987, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 532, "n_outside": 233, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1130, "target_elements": 4000, "gap": 2870, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 306, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.25027328729629517, "score_p50": 0.24163015186786652, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 699, "n_outside": 236, "selected_inside_frac": 0.0, "selected_interface_frac": 0.38461538461538464, "selected_outside_frac": 0.6153846153846154, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8125, "step": 6, "n_elem": 1300, "target_elements": 4000, "gap": 2700, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 246, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.2324945330619812, "score_p50": 0.17783738672733307, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 783, "n_outside": 357, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1505, "target_elements": 4000, "gap": 2495, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 172, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.21804828941822052, "score_p50": 0.17783738672733307, "score_p90": 0.34171661734580994, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 783, "n_outside": 579, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1727, "target_elements": 4000, "gap": 2273, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.2073860913515091, "score_p50": 0.17783738672733307, "score_p90": 0.34171661734580994, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 783, "n_outside": 785, "selected_inside_frac": 0.5789473684210527, "selected_interface_frac": 0.0, "selected_outside_frac": 0.42105263157894735, "selected_x_range": 0.875, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 1933, "target_elements": 4000, "gap": 2067, "cutoff_score": 0.34171661734580994, "num_tied_at_cutoff": 206, "score_decreased": true }, { "score_max": 0.34171661734580994, "score_mean": 0.19224506616592407, "score_p50": 0.17783738672733307, "score_p90": 0.25150004029273987, "fraction_gt1": 0.0, "n_inside": 524, "n_interface": 876, "n_outside": 867, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.3541666666666667, "step": 10, "n_elem": 2267, "target_elements": 4000, "gap": 1733, "cutoff_score": 0.34171661734580994, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.34171661734580994, "score_mean": 0.18332700431346893, "score_p50": 0.17783738672733307, "score_p90": 0.24163015186786652, "fraction_gt1": 0.0, "n_inside": 816, "n_interface": 876, "n_outside": 867, "selected_inside_frac": 0.5526315789473685, "selected_interface_frac": 0.4473684210526316, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.7083333333333334, "step": 11, "n_elem": 2559, "target_elements": 4000, "gap": 1441, "cutoff_score": 0.25150004029273987, "num_tied_at_cutoff": 107, "score_decreased": true }, { "score_max": 0.25150004029273987, "score_mean": 0.17381004989147186, "score_p50": 0.17783738672733307, "score_p90": 0.17783738672733307, "fraction_gt1": 0.0, "n_inside": 972, "n_interface": 1033, "n_outside": 867, "selected_inside_frac": 0.18604651162790697, "selected_interface_frac": 0.1511627906976744, "selected_outside_frac": 0.6627906976744186, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2872, "target_elements": 4000, "gap": 1128, "cutoff_score": 0.24163015186786652, "num_tied_at_cutoff": 178, "score_decreased": true }, { "score_max": 0.24163015186786652, "score_mean": 0.16076382994651794, "score_p50": 0.17085830867290497, "score_p90": 0.17783738672733307, "fraction_gt1": 0.0, "n_inside": 1037, "n_interface": 1158, "n_outside": 1123, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3854166666666667, "selected_y_range": 0.34375, "step": 13, "n_elem": 3318, "target_elements": 4000, "gap": 682, "cutoff_score": 0.24163015186786652, "num_tied_at_cutoff": 155, "score_decreased": true }, { "score_max": 0.24163015186786652, "score_mean": 0.15132056176662445, "score_p50": 0.17085830867290497, "score_p90": 0.17783738672733307, "fraction_gt1": 0.0, "n_inside": 1467, "n_interface": 1160, "n_outside": 1123, "selected_inside_frac": 0.4819277108433735, "selected_interface_frac": 0.5180722891566265, "selected_outside_frac": 0.0, "selected_x_range": 0.5, "selected_y_range": 0.5, "step": 14, "n_elem": 3750, "target_elements": 4000, "gap": 250, "cutoff_score": 0.17783738672733307, "num_tied_at_cutoff": 1314, "score_decreased": true } ], "sample_id": 77, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.1067926156106558, "max_err": 0.3297352493102587, "actual_elements": 4103, "num_steps": 13, "num_solves": 1, "score_stats": [ { "score_max": 0.9836892485618591, "score_mean": 0.1204695925116539, "score_p50": 1.3357068837649422e-06, "score_p90": 0.7731462717056274, "fraction_gt1": 0.0, "n_inside": 72, "n_interface": 207, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.22916666666666674, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9759896993637085, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9843195080757141, "score_mean": 0.11373396217823029, "score_p50": 0.00011761083442252129, "score_p90": 0.5597172975540161, "fraction_gt1": 0.0, "n_inside": 143, "n_interface": 216, "n_outside": 233, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333334, "selected_y_range": 0.37500000000000006, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 0.9455612301826477, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.979345440864563, "score_mean": 0.15649427473545074, "score_p50": 0.0035881316289305687, "score_p90": 0.6392907500267029, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 230, "n_outside": 233, "selected_inside_frac": 0.1, "selected_interface_frac": 0.9, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.3125, "step": 2, "n_elem": 690, "target_elements": 4000, "gap": 3310, "cutoff_score": 0.9253379106521606, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9675580263137817, "score_mean": 0.23251014947891235, "score_p50": 0.002725724596530199, "score_p90": 0.8506330251693726, "fraction_gt1": 0.0, "n_inside": 245, "n_interface": 322, "n_outside": 233, "selected_inside_frac": 0.7083333333333334, "selected_interface_frac": 0.041666666666666664, "selected_outside_frac": 0.25, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.30208333333333326, "step": 3, "n_elem": 800, "target_elements": 4000, "gap": 3200, "cutoff_score": 0.9425531625747681, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9855239987373352, "score_mean": 0.2251157909631729, "score_p50": 0.001332665327936411, "score_p90": 0.9076035618782043, "fraction_gt1": 0.0, "n_inside": 347, "n_interface": 343, "n_outside": 266, "selected_inside_frac": 0.4642857142857143, "selected_interface_frac": 0.17857142857142858, "selected_outside_frac": 0.35714285714285715, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.43749999999999994, "step": 4, "n_elem": 956, "target_elements": 4000, "gap": 3044, "cutoff_score": 0.9656956791877747, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9833337664604187, "score_mean": 0.19742907583713531, "score_p50": 0.001700596185401082, "score_p90": 0.8525730967521667, "fraction_gt1": 0.0, "n_inside": 442, "n_interface": 370, "n_outside": 314, "selected_inside_frac": 0.36363636363636365, "selected_interface_frac": 0.2727272727272727, "selected_outside_frac": 0.36363636363636365, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.5416666666666667, "step": 5, "n_elem": 1126, "target_elements": 4000, "gap": 2874, "cutoff_score": 0.9406563639640808, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9838821887969971, "score_mean": 0.17225730419158936, "score_p50": 0.0028908993117511272, "score_p90": 0.8244332671165466, "fraction_gt1": 0.0, "n_inside": 508, "n_interface": 434, "n_outside": 382, "selected_inside_frac": 0.7435897435897436, "selected_interface_frac": 0.23076923076923078, "selected_outside_frac": 0.02564102564102564, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.4791666666666667, "step": 6, "n_elem": 1324, "target_elements": 4000, "gap": 2676, "cutoff_score": 0.9152442216873169, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9731066823005676, "score_mean": 0.15737569332122803, "score_p50": 0.004924505949020386, "score_p90": 0.7113452553749084, "fraction_gt1": 0.0, "n_inside": 662, "n_interface": 507, "n_outside": 391, "selected_inside_frac": 0.391304347826087, "selected_interface_frac": 0.43478260869565216, "selected_outside_frac": 0.17391304347826086, "selected_x_range": 0.8125, "selected_y_range": 0.5625, "step": 7, "n_elem": 1560, "target_elements": 4000, "gap": 2440, "cutoff_score": 0.9017456769943237, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9839829206466675, "score_mean": 0.17405946552753448, "score_p50": 0.006736181676387787, "score_p90": 0.7338222861289978, "fraction_gt1": 0.0, "n_inside": 783, "n_interface": 625, "n_outside": 433, "selected_inside_frac": 0.6181818181818182, "selected_interface_frac": 0.21818181818181817, "selected_outside_frac": 0.16363636363636364, "selected_x_range": 0.875, "selected_y_range": 0.6666666666666667, "step": 8, "n_elem": 1841, "target_elements": 4000, "gap": 2159, "cutoff_score": 0.8967596292495728, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9769902229309082, "score_mean": 0.17832674086093903, "score_p50": 0.007429801393300295, "score_p90": 0.7468664646148682, "fraction_gt1": 0.0, "n_inside": 979, "n_interface": 702, "n_outside": 495, "selected_inside_frac": 0.26153846153846155, "selected_interface_frac": 0.5384615384615384, "selected_outside_frac": 0.2, "selected_x_range": 0.90625, "selected_y_range": 0.7291666666666667, "step": 9, "n_elem": 2176, "target_elements": 4000, "gap": 1824, "cutoff_score": 0.8906948566436768, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9699422717094421, "score_mean": 0.20127707719802856, "score_p50": 0.00978829525411129, "score_p90": 0.801754891872406, "fraction_gt1": 0.0, "n_inside": 1096, "n_interface": 884, "n_outside": 578, "selected_inside_frac": 0.6578947368421053, "selected_interface_frac": 0.14473684210526316, "selected_outside_frac": 0.19736842105263158, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.7291666666666667, "step": 10, "n_elem": 2558, "target_elements": 4000, "gap": 1442, "cutoff_score": 0.9202131628990173, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9805102348327637, "score_mean": 0.20411986112594604, "score_p50": 0.006319739855825901, "score_p90": 0.840757429599762, "fraction_gt1": 0.0, "n_inside": 1361, "n_interface": 957, "n_outside": 677, "selected_inside_frac": 0.38202247191011235, "selected_interface_frac": 0.34831460674157305, "selected_outside_frac": 0.2696629213483146, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.7604166666666667, "step": 11, "n_elem": 2995, "target_elements": 4000, "gap": 1005, "cutoff_score": 0.9255944490432739, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9824479222297668, "score_mean": 0.20855799317359924, "score_p50": 0.003785583656281233, "score_p90": 0.8408969044685364, "fraction_gt1": 0.0, "n_inside": 1563, "n_interface": 1128, "n_outside": 812, "selected_inside_frac": 0.44761904761904764, "selected_interface_frac": 0.37142857142857144, "selected_outside_frac": 0.18095238095238095, "selected_x_range": 0.90625, "selected_y_range": 0.8020833333333334, "step": 12, "n_elem": 3503, "target_elements": 4000, "gap": 497, "cutoff_score": 0.9223467111587524, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 77, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.10543328526420293, "max_err": 0.3268975100868489, "actual_elements": 4111, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 2.7110061645507812, "score_mean": 3.725290298461914e-08, "score_p50": -0.40810254216194153, "score_p90": 2.0470337867736816, "fraction_gt1": 0.150390625, "n_inside": 72, "n_interface": 207, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.22916666666666674, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 2.697849988937378, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.340188980102539, "score_mean": 5.477183506741312e-08, "score_p50": -0.3361074924468994, "score_p90": 1.0792269706726074, "fraction_gt1": 0.10810810810810811, "n_inside": 143, "n_interface": 216, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.22916666666666666, "selected_y_range": 0.37500000000000006, "step": 1, "n_elem": 592, "target_elements": 4000, "gap": 3408, "cutoff_score": 3.2638349533081055, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 4.517577171325684, "score_mean": 1.6173423489362904e-07, "score_p50": -0.2769426703453064, "score_p90": 1.1121355295181274, "fraction_gt1": 0.1111111111111111, "n_inside": 226, "n_interface": 225, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.28125, "step": 2, "n_elem": 684, "target_elements": 4000, "gap": 3316, "cutoff_score": 1.8784675598144531, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8701382875442505, "score_mean": 4.671057922678301e-07, "score_p50": -0.07343477010726929, "score_p90": 1.104683518409729, "fraction_gt1": 0.13137755102040816, "n_inside": 308, "n_interface": 243, "n_outside": 233, "selected_inside_frac": 0.2608695652173913, "selected_interface_frac": 0.7391304347826086, "selected_outside_frac": 0.0, "selected_x_range": 0.53125, "selected_y_range": 0.34374999999999994, "step": 3, "n_elem": 784, "target_elements": 4000, "gap": 3216, "cutoff_score": 1.362648844718933, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.3941020965576172, "score_mean": 1.173753005900835e-07, "score_p50": 0.05741983652114868, "score_p90": 1.2493796348571777, "fraction_gt1": 0.18681318681318682, "n_inside": 333, "n_interface": 344, "n_outside": 233, "selected_inside_frac": 0.0, "selected_interface_frac": 0.25925925925925924, "selected_outside_frac": 0.7407407407407407, "selected_x_range": 0.4583333333333333, "selected_y_range": 0.4791666666666667, "step": 4, "n_elem": 910, "target_elements": 4000, "gap": 3090, "cutoff_score": 1.35160231590271, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.5600509643554688, "score_mean": 0.0, "score_p50": 0.18128374218940735, "score_p90": 1.4483000040054321, "fraction_gt1": 0.1702127659574468, "n_inside": 333, "n_interface": 386, "n_outside": 315, "selected_inside_frac": 0.6129032258064516, "selected_interface_frac": 0.16129032258064516, "selected_outside_frac": 0.22580645161290322, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.4583333333333333, "step": 5, "n_elem": 1034, "target_elements": 4000, "gap": 2966, "cutoff_score": 1.4863216876983643, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.860123634338379, "score_mean": -2.509669272399151e-08, "score_p50": -0.3155466318130493, "score_p90": 1.481797218322754, "fraction_gt1": 0.15049342105263158, "n_inside": 439, "n_interface": 423, "n_outside": 354, "selected_inside_frac": 0.8055555555555556, "selected_interface_frac": 0.1111111111111111, "selected_outside_frac": 0.08333333333333333, "selected_x_range": 0.5625, "selected_y_range": 0.5, "step": 6, "n_elem": 1216, "target_elements": 4000, "gap": 2784, "cutoff_score": 1.7651171684265137, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1355109214782715, "score_mean": 1.3004650156744901e-07, "score_p50": -0.22300684452056885, "score_p90": 1.3632421493530273, "fraction_gt1": 0.14417613636363635, "n_inside": 573, "n_interface": 461, "n_outside": 374, "selected_inside_frac": 0.5, "selected_interface_frac": 0.11904761904761904, "selected_outside_frac": 0.38095238095238093, "selected_x_range": 0.8125, "selected_y_range": 0.5833333333333333, "step": 7, "n_elem": 1408, "target_elements": 4000, "gap": 2592, "cutoff_score": 1.9283608198165894, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.374770164489746, "score_mean": 1.876849786697221e-08, "score_p50": -0.4521998465061188, "score_p90": 1.2045361995697021, "fraction_gt1": 0.13038130381303814, "n_inside": 689, "n_interface": 497, "n_outside": 440, "selected_inside_frac": 0.7708333333333334, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.0625, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.625, "step": 8, "n_elem": 1626, "target_elements": 4000, "gap": 2374, "cutoff_score": 2.03018856048584, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4022057056427, "score_mean": -8.14671068383177e-08, "score_p50": -0.48556792736053467, "score_p90": 1.089400291442871, "fraction_gt1": 0.11745862253069941, "n_inside": 861, "n_interface": 550, "n_outside": 462, "selected_inside_frac": 0.23214285714285715, "selected_interface_frac": 0.6964285714285714, "selected_outside_frac": 0.07142857142857142, "selected_x_range": 0.875, "selected_y_range": 0.6666666666666667, "step": 9, "n_elem": 1873, "target_elements": 4000, "gap": 2127, "cutoff_score": 1.6611807346343994, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.446373462677002, "score_mean": 1.1255907139684496e-07, "score_p50": -0.43008819222450256, "score_p90": 1.1370985507965088, "fraction_gt1": 0.16505301982480405, "n_inside": 915, "n_interface": 763, "n_outside": 491, "selected_inside_frac": 0.6615384615384615, "selected_interface_frac": 0.07692307692307693, "selected_outside_frac": 0.26153846153846155, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.75, "step": 10, "n_elem": 2169, "target_elements": 4000, "gap": 1831, "cutoff_score": 1.5717601776123047, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.084186553955078, "score_mean": 1.4514900215090165e-07, "score_p50": -0.30349212884902954, "score_p90": 1.270097255706787, "fraction_gt1": 0.178359096313912, "n_inside": 1111, "n_interface": 824, "n_outside": 588, "selected_inside_frac": 0.56, "selected_interface_frac": 0.22666666666666666, "selected_outside_frac": 0.21333333333333335, "selected_x_range": 0.96875, "selected_y_range": 0.8333333333333333, "step": 11, "n_elem": 2523, "target_elements": 4000, "gap": 1477, "cutoff_score": 1.4366371631622314, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8389757871627808, "score_mean": 8.430270526105232e-08, "score_p50": -0.19519445300102234, "score_p90": 1.2165948152542114, "fraction_gt1": 0.17023480662983426, "n_inside": 1313, "n_interface": 911, "n_outside": 672, "selected_inside_frac": 0.18604651162790697, "selected_interface_frac": 0.06976744186046512, "selected_outside_frac": 0.7441860465116279, "selected_x_range": 0.9375, "selected_y_range": 0.8854166666666666, "step": 12, "n_elem": 2896, "target_elements": 4000, "gap": 1104, "cutoff_score": 1.6247620582580566, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4575390815734863, "score_mean": -7.404932489407656e-08, "score_p50": -0.07583077251911163, "score_p90": 1.1832822561264038, "fraction_gt1": 0.16166211707612982, "n_inside": 1427, "n_interface": 942, "n_outside": 928, "selected_inside_frac": 0.336734693877551, "selected_interface_frac": 0.4387755102040816, "selected_outside_frac": 0.22448979591836735, "selected_x_range": 0.875, "selected_y_range": 0.96875, "step": 13, "n_elem": 3297, "target_elements": 4000, "gap": 703, "cutoff_score": 1.3059642314910889, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.051039457321167, "score_mean": 0.0, "score_p50": 0.07816922664642334, "score_p90": 1.3062366247177124, "fraction_gt1": 0.1861758474576271, "n_inside": 1572, "n_interface": 1176, "n_outside": 1028, "selected_inside_frac": 0.013513513513513514, "selected_interface_frac": 0.3783783783783784, "selected_outside_frac": 0.6081081081081081, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.5833333333333334, "step": 14, "n_elem": 3776, "target_elements": 4000, "gap": 224, "cutoff_score": 1.4427237510681152, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 77, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.10541361291497493, "max_err": 0.3282004765055002, "actual_elements": 8287, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.6834332346916199, "score_mean": 0.4017657935619354, "score_p50": 0.35567477345466614, "score_p90": 0.6834332346916199, "fraction_gt1": 0.0, "n_inside": 72, "n_interface": 207, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.3958333333333333, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.6834332346916199, "num_tied_at_cutoff": 72, "score_decreased": null }, { "score_max": 0.6834332346916199, "score_mean": 0.3619372844696045, "score_p50": 0.35567477345466614, "score_p90": 0.48326030373573303, "fraction_gt1": 0.0, "n_inside": 140, "n_interface": 257, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3125, "selected_y_range": 0.27083333333333326, "step": 1, "n_elem": 630, "target_elements": 8000, "gap": 7370, "cutoff_score": 0.6834332346916199, "num_tied_at_cutoff": 36, "score_decreased": true }, { "score_max": 0.6834332346916199, "score_mean": 0.34338846802711487, "score_p50": 0.35567477345466614, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 235, "n_interface": 262, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.27083333333333326, "step": 2, "n_elem": 730, "target_elements": 8000, "gap": 7270, "cutoff_score": 0.48326030373573303, "num_tied_at_cutoff": 35, "score_decreased": true }, { "score_max": 0.48326030373573303, "score_mean": 0.3205571472644806, "score_p50": 0.34171661734580994, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 331, "n_interface": 272, "n_outside": 233, "selected_inside_frac": 0.24, "selected_interface_frac": 0.76, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5, "step": 3, "n_elem": 836, "target_elements": 8000, "gap": 7164, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 406, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.29433560371398926, "score_p50": 0.34171661734580994, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 374, "n_outside": 233, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 972, "target_elements": 8000, "gap": 7028, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 364, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.26996153593063354, "score_p50": 0.25150004029273987, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 532, "n_outside": 233, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6875, "selected_y_range": 0.7083333333333333, "step": 5, "n_elem": 1130, "target_elements": 8000, "gap": 6870, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 306, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.25027328729629517, "score_p50": 0.24163015186786652, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 699, "n_outside": 236, "selected_inside_frac": 0.0, "selected_interface_frac": 0.38461538461538464, "selected_outside_frac": 0.6153846153846154, "selected_x_range": 0.7708333333333333, "selected_y_range": 0.8125, "step": 6, "n_elem": 1300, "target_elements": 8000, "gap": 6700, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 246, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.2324945330619812, "score_p50": 0.17783738672733307, "score_p90": 0.35567477345466614, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 783, "n_outside": 357, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.8958333333333333, "step": 7, "n_elem": 1505, "target_elements": 8000, "gap": 6495, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 172, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.21804828941822052, "score_p50": 0.17783738672733307, "score_p90": 0.34171661734580994, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 783, "n_outside": 579, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1727, "target_elements": 8000, "gap": 6273, "cutoff_score": 0.35567477345466614, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.35567477345466614, "score_mean": 0.2073860913515091, "score_p50": 0.17783738672733307, "score_p90": 0.34171661734580994, "fraction_gt1": 0.0, "n_inside": 365, "n_interface": 783, "n_outside": 785, "selected_inside_frac": 0.5789473684210527, "selected_interface_frac": 0.0, "selected_outside_frac": 0.42105263157894735, "selected_x_range": 0.875, "selected_y_range": 0.8333333333333333, "step": 9, "n_elem": 1933, "target_elements": 8000, "gap": 6067, "cutoff_score": 0.34171661734580994, "num_tied_at_cutoff": 206, "score_decreased": true }, { "score_max": 0.34171661734580994, "score_mean": 0.19224506616592407, "score_p50": 0.17783738672733307, "score_p90": 0.25150004029273987, "fraction_gt1": 0.0, "n_inside": 524, "n_interface": 876, "n_outside": 867, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.29166666666666663, "selected_y_range": 0.3541666666666667, "step": 10, "n_elem": 2267, "target_elements": 8000, "gap": 5733, "cutoff_score": 0.34171661734580994, "num_tied_at_cutoff": 132, "score_decreased": true }, { "score_max": 0.34171661734580994, "score_mean": 0.18332700431346893, "score_p50": 0.17783738672733307, "score_p90": 0.24163015186786652, "fraction_gt1": 0.0, "n_inside": 816, "n_interface": 876, "n_outside": 867, "selected_inside_frac": 0.5526315789473685, "selected_interface_frac": 0.4473684210526316, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.7083333333333334, "step": 11, "n_elem": 2559, "target_elements": 8000, "gap": 5441, "cutoff_score": 0.25150004029273987, "num_tied_at_cutoff": 107, "score_decreased": true }, { "score_max": 0.25150004029273987, "score_mean": 0.17381004989147186, "score_p50": 0.17783738672733307, "score_p90": 0.17783738672733307, "fraction_gt1": 0.0, "n_inside": 972, "n_interface": 1033, "n_outside": 867, "selected_inside_frac": 0.18604651162790697, "selected_interface_frac": 0.1511627906976744, "selected_outside_frac": 0.6627906976744186, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2872, "target_elements": 8000, "gap": 5128, "cutoff_score": 0.24163015186786652, "num_tied_at_cutoff": 178, "score_decreased": true }, { "score_max": 0.24163015186786652, "score_mean": 0.16076382994651794, "score_p50": 0.17085830867290497, "score_p90": 0.17783738672733307, "fraction_gt1": 0.0, "n_inside": 1037, "n_interface": 1158, "n_outside": 1123, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3854166666666667, "selected_y_range": 0.34375, "step": 13, "n_elem": 3318, "target_elements": 8000, "gap": 4682, "cutoff_score": 0.24163015186786652, "num_tied_at_cutoff": 155, "score_decreased": true }, { "score_max": 0.24163015186786652, "score_mean": 0.15132056176662445, "score_p50": 0.17085830867290497, "score_p90": 0.17783738672733307, "fraction_gt1": 0.0, "n_inside": 1467, "n_interface": 1160, "n_outside": 1123, "selected_inside_frac": 0.35714285714285715, "selected_interface_frac": 0.6428571428571429, "selected_outside_frac": 0.0, "selected_x_range": 0.53125, "selected_y_range": 0.5104166666666667, "step": 14, "n_elem": 3750, "target_elements": 8000, "gap": 4250, "cutoff_score": 0.17783738672733307, "num_tied_at_cutoff": 1314, "score_decreased": true }, { "score_max": 0.17783738672733307, "score_mean": 0.14126572012901306, "score_p50": 0.12575002014636993, "score_p90": 0.17783738672733307, "fraction_gt1": 0.0, "n_inside": 1615, "n_interface": 1508, "n_outside": 1123, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.59375, "selected_y_range": 0.65625, "step": 15, "n_elem": 4246, "target_elements": 8000, "gap": 3754, "cutoff_score": 0.17783738672733307, "num_tied_at_cutoff": 1194, "score_decreased": true }, { "score_max": 0.17783738672733307, "score_mean": 0.13187558948993683, "score_p50": 0.12575002014636993, "score_p90": 0.17783738672733307, "fraction_gt1": 0.0, "n_inside": 1615, "n_interface": 2058, "n_outside": 1123, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6979166666666667, "selected_y_range": 0.7291666666666667, "step": 16, "n_elem": 4796, "target_elements": 8000, "gap": 3204, "cutoff_score": 0.17783738672733307, "num_tied_at_cutoff": 1008, "score_decreased": true }, { "score_max": 0.17783738672733307, "score_mean": 0.12387516349554062, "score_p50": 0.12081507593393326, "score_p90": 0.17783738672733307, "fraction_gt1": 0.0, "n_inside": 1615, "n_interface": 2652, "n_outside": 1123, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5279503105590062, "selected_outside_frac": 0.4720496894409938, "selected_x_range": 0.78125, "selected_y_range": 0.8229166666666667, "step": 17, "n_elem": 5390, "target_elements": 8000, "gap": 2610, "cutoff_score": 0.17783738672733307, "num_tied_at_cutoff": 810, "score_decreased": true }, { "score_max": 0.17783738672733307, "score_mean": 0.11701443791389465, "score_p50": 0.12081507593393326, "score_p90": 0.17085830867290497, "fraction_gt1": 0.0, "n_inside": 1615, "n_interface": 2950, "n_outside": 1465, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.875, "selected_y_range": 0.9166666666666667, "step": 18, "n_elem": 6030, "target_elements": 8000, "gap": 1970, "cutoff_score": 0.17783738672733307, "num_tied_at_cutoff": 598, "score_decreased": true }, { "score_max": 0.17783738672733307, "score_mean": 0.11094143986701965, "score_p50": 0.08891869336366653, "score_p90": 0.17085830867290497, "fraction_gt1": 0.0, "n_inside": 1615, "n_interface": 2950, "n_outside": 2173, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 6738, "target_elements": 8000, "gap": 1262, "cutoff_score": 0.17783738672733307, "num_tied_at_cutoff": 364, "score_decreased": true }, { "score_max": 0.17783738672733307, "score_mean": 0.10580845177173615, "score_p50": 0.08891869336366653, "score_p90": 0.17085830867290497, "fraction_gt1": 0.0, "n_inside": 1615, "n_interface": 2950, "n_outside": 2914, "selected_inside_frac": 0.2947976878612717, "selected_interface_frac": 0.0, "selected_outside_frac": 0.7052023121387283, "selected_x_range": 0.890625, "selected_y_range": 0.9479166666666667, "step": 20, "n_elem": 7479, "target_elements": 8000, "gap": 521, "cutoff_score": 0.17085830867290497, "num_tied_at_cutoff": 685, "score_decreased": true } ], "sample_id": 77, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.09730837393008075, "max_err": 0.348302011437747, "actual_elements": 8316, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9836892485618591, "score_mean": 0.1204695925116539, "score_p50": 1.3357068837649422e-06, "score_p90": 0.7731462717056274, "fraction_gt1": 0.0, "n_inside": 72, "n_interface": 207, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.22916666666666674, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9759896993637085, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9843195080757141, "score_mean": 0.11373396217823029, "score_p50": 0.00011761083442252129, "score_p90": 0.5597172975540161, "fraction_gt1": 0.0, "n_inside": 143, "n_interface": 216, "n_outside": 233, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333334, "selected_y_range": 0.37500000000000006, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 0.9455612301826477, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.979345440864563, "score_mean": 0.15649427473545074, "score_p50": 0.0035881316289305687, "score_p90": 0.6392907500267029, "fraction_gt1": 0.0, "n_inside": 227, "n_interface": 230, "n_outside": 233, "selected_inside_frac": 0.1, "selected_interface_frac": 0.9, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.3125, "step": 2, "n_elem": 690, "target_elements": 8000, "gap": 7310, "cutoff_score": 0.9253379106521606, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9675580263137817, "score_mean": 0.23251014947891235, "score_p50": 0.002725724596530199, "score_p90": 0.8506330251693726, "fraction_gt1": 0.0, "n_inside": 245, "n_interface": 322, "n_outside": 233, "selected_inside_frac": 0.7083333333333334, "selected_interface_frac": 0.041666666666666664, "selected_outside_frac": 0.25, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.30208333333333326, "step": 3, "n_elem": 800, "target_elements": 8000, "gap": 7200, "cutoff_score": 0.9425531625747681, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9855239987373352, "score_mean": 0.2251157909631729, "score_p50": 0.001332665327936411, "score_p90": 0.9076035618782043, "fraction_gt1": 0.0, "n_inside": 347, "n_interface": 343, "n_outside": 266, "selected_inside_frac": 0.4642857142857143, "selected_interface_frac": 0.17857142857142858, "selected_outside_frac": 0.35714285714285715, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.43749999999999994, "step": 4, "n_elem": 956, "target_elements": 8000, "gap": 7044, "cutoff_score": 0.9656956791877747, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9833337664604187, "score_mean": 0.19742907583713531, "score_p50": 0.001700596185401082, "score_p90": 0.8525730967521667, "fraction_gt1": 0.0, "n_inside": 442, "n_interface": 370, "n_outside": 314, "selected_inside_frac": 0.36363636363636365, "selected_interface_frac": 0.2727272727272727, "selected_outside_frac": 0.36363636363636365, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.5416666666666667, "step": 5, "n_elem": 1126, "target_elements": 8000, "gap": 6874, "cutoff_score": 0.9406563639640808, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9838821887969971, "score_mean": 0.17225730419158936, "score_p50": 0.0028908993117511272, "score_p90": 0.8244332671165466, "fraction_gt1": 0.0, "n_inside": 508, "n_interface": 434, "n_outside": 382, "selected_inside_frac": 0.7435897435897436, "selected_interface_frac": 0.23076923076923078, "selected_outside_frac": 0.02564102564102564, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.4791666666666667, "step": 6, "n_elem": 1324, "target_elements": 8000, "gap": 6676, "cutoff_score": 0.9152442216873169, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9731066823005676, "score_mean": 0.15737569332122803, "score_p50": 0.004924505949020386, "score_p90": 0.7113452553749084, "fraction_gt1": 0.0, "n_inside": 662, "n_interface": 507, "n_outside": 391, "selected_inside_frac": 0.391304347826087, "selected_interface_frac": 0.43478260869565216, "selected_outside_frac": 0.17391304347826086, "selected_x_range": 0.8125, "selected_y_range": 0.5625, "step": 7, "n_elem": 1560, "target_elements": 8000, "gap": 6440, "cutoff_score": 0.9017456769943237, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9839829206466675, "score_mean": 0.17405946552753448, "score_p50": 0.006736181676387787, "score_p90": 0.7338222861289978, "fraction_gt1": 0.0, "n_inside": 783, "n_interface": 625, "n_outside": 433, "selected_inside_frac": 0.6181818181818182, "selected_interface_frac": 0.21818181818181817, "selected_outside_frac": 0.16363636363636364, "selected_x_range": 0.875, "selected_y_range": 0.6666666666666667, "step": 8, "n_elem": 1841, "target_elements": 8000, "gap": 6159, "cutoff_score": 0.8967596292495728, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9769902229309082, "score_mean": 0.17832674086093903, "score_p50": 0.007429801393300295, "score_p90": 0.7468664646148682, "fraction_gt1": 0.0, "n_inside": 979, "n_interface": 702, "n_outside": 495, "selected_inside_frac": 0.26153846153846155, "selected_interface_frac": 0.5384615384615384, "selected_outside_frac": 0.2, "selected_x_range": 0.90625, "selected_y_range": 0.7291666666666667, "step": 9, "n_elem": 2176, "target_elements": 8000, "gap": 5824, "cutoff_score": 0.8906948566436768, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9699422717094421, "score_mean": 0.20127707719802856, "score_p50": 0.00978829525411129, "score_p90": 0.801754891872406, "fraction_gt1": 0.0, "n_inside": 1096, "n_interface": 884, "n_outside": 578, "selected_inside_frac": 0.6578947368421053, "selected_interface_frac": 0.14473684210526316, "selected_outside_frac": 0.19736842105263158, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.7291666666666667, "step": 10, "n_elem": 2558, "target_elements": 8000, "gap": 5442, "cutoff_score": 0.9202131628990173, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9805102348327637, "score_mean": 0.20411986112594604, "score_p50": 0.006319739855825901, "score_p90": 0.840757429599762, "fraction_gt1": 0.0, "n_inside": 1361, "n_interface": 957, "n_outside": 677, "selected_inside_frac": 0.38202247191011235, "selected_interface_frac": 0.34831460674157305, "selected_outside_frac": 0.2696629213483146, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.7604166666666667, "step": 11, "n_elem": 2995, "target_elements": 8000, "gap": 5005, "cutoff_score": 0.9255944490432739, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9824479222297668, "score_mean": 0.20855799317359924, "score_p50": 0.003785583656281233, "score_p90": 0.8408969044685364, "fraction_gt1": 0.0, "n_inside": 1563, "n_interface": 1128, "n_outside": 812, "selected_inside_frac": 0.44761904761904764, "selected_interface_frac": 0.37142857142857144, "selected_outside_frac": 0.18095238095238095, "selected_x_range": 0.90625, "selected_y_range": 0.8020833333333334, "step": 12, "n_elem": 3503, "target_elements": 8000, "gap": 4497, "cutoff_score": 0.9223467111587524, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9758082628250122, "score_mean": 0.2036719173192978, "score_p50": 0.005538016092032194, "score_p90": 0.8222132325172424, "fraction_gt1": 0.0, "n_inside": 1837, "n_interface": 1339, "n_outside": 927, "selected_inside_frac": 0.6016260162601627, "selected_interface_frac": 0.1951219512195122, "selected_outside_frac": 0.2032520325203252, "selected_x_range": 0.9270833333333334, "selected_y_range": 0.8854166666666667, "step": 13, "n_elem": 4103, "target_elements": 8000, "gap": 3897, "cutoff_score": 0.9193879961967468, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9855878353118896, "score_mean": 0.196941539645195, "score_p50": 0.004787079524248838, "score_p90": 0.8203157186508179, "fraction_gt1": 0.0, "n_inside": 2212, "n_interface": 1509, "n_outside": 1054, "selected_inside_frac": 0.6013986013986014, "selected_interface_frac": 0.1958041958041958, "selected_outside_frac": 0.20279720279720279, "selected_x_range": 0.9375, "selected_y_range": 0.8854166666666667, "step": 14, "n_elem": 4775, "target_elements": 8000, "gap": 3225, "cutoff_score": 0.9134822487831116, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9812662601470947, "score_mean": 0.18894731998443604, "score_p50": 0.0045558735728263855, "score_p90": 0.8109843134880066, "fraction_gt1": 0.0, "n_inside": 2676, "n_interface": 1691, "n_outside": 1206, "selected_inside_frac": 0.3473053892215569, "selected_interface_frac": 0.32335329341317365, "selected_outside_frac": 0.32934131736526945, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 15, "n_elem": 5573, "target_elements": 8000, "gap": 2427, "cutoff_score": 0.8965919017791748, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.980190098285675, "score_mean": 0.1811683624982834, "score_p50": 0.0038233448285609484, "score_p90": 0.79469895362854, "fraction_gt1": 0.0, "n_inside": 3025, "n_interface": 1995, "n_outside": 1494, "selected_inside_frac": 0.4512820512820513, "selected_interface_frac": 0.30256410256410254, "selected_outside_frac": 0.24615384615384617, "selected_x_range": 0.8072916666666667, "selected_y_range": 0.9375, "step": 16, "n_elem": 6514, "target_elements": 8000, "gap": 1486, "cutoff_score": 0.8953494429588318, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.983109712600708, "score_mean": 0.1804215908050537, "score_p50": 0.004541659727692604, "score_p90": 0.7876580357551575, "fraction_gt1": 0.0, "n_inside": 3559, "n_interface": 2331, "n_outside": 1774, "selected_inside_frac": 0.5982142857142857, "selected_interface_frac": 0.23214285714285715, "selected_outside_frac": 0.16964285714285715, "selected_x_range": 0.7239583333333334, "selected_y_range": 0.8020833333333334, "step": 17, "n_elem": 7664, "target_elements": 8000, "gap": 336, "cutoff_score": 0.9354577660560608, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 77, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.09811010586294085, "max_err": 0.34378700313176813, "actual_elements": 8221, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 2.7110061645507812, "score_mean": 3.725290298461914e-08, "score_p50": -0.40810254216194153, "score_p90": 2.0470337867736816, "fraction_gt1": 0.150390625, "n_inside": 72, "n_interface": 207, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333337, "selected_y_range": 0.22916666666666674, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 2.697849988937378, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.340188980102539, "score_mean": 5.477183506741312e-08, "score_p50": -0.3361074924468994, "score_p90": 1.0792269706726074, "fraction_gt1": 0.10810810810810811, "n_inside": 143, "n_interface": 216, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.22916666666666666, "selected_y_range": 0.37500000000000006, "step": 1, "n_elem": 592, "target_elements": 8000, "gap": 7408, "cutoff_score": 3.2638349533081055, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 4.517577171325684, "score_mean": 1.6173423489362904e-07, "score_p50": -0.2769426703453064, "score_p90": 1.1121355295181274, "fraction_gt1": 0.1111111111111111, "n_inside": 226, "n_interface": 225, "n_outside": 233, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3020833333333333, "selected_y_range": 0.28125, "step": 2, "n_elem": 684, "target_elements": 8000, "gap": 7316, "cutoff_score": 1.8784675598144531, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8701382875442505, "score_mean": 4.671057922678301e-07, "score_p50": -0.07343477010726929, "score_p90": 1.104683518409729, "fraction_gt1": 0.13137755102040816, "n_inside": 308, "n_interface": 243, "n_outside": 233, "selected_inside_frac": 0.2608695652173913, "selected_interface_frac": 0.7391304347826086, "selected_outside_frac": 0.0, "selected_x_range": 0.53125, "selected_y_range": 0.34374999999999994, "step": 3, "n_elem": 784, "target_elements": 8000, "gap": 7216, "cutoff_score": 1.362648844718933, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.3941020965576172, "score_mean": 1.173753005900835e-07, "score_p50": 0.05741983652114868, "score_p90": 1.2493796348571777, "fraction_gt1": 0.18681318681318682, "n_inside": 333, "n_interface": 344, "n_outside": 233, "selected_inside_frac": 0.0, "selected_interface_frac": 0.25925925925925924, "selected_outside_frac": 0.7407407407407407, "selected_x_range": 0.4583333333333333, "selected_y_range": 0.4791666666666667, "step": 4, "n_elem": 910, "target_elements": 8000, "gap": 7090, "cutoff_score": 1.35160231590271, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.5600509643554688, "score_mean": 0.0, "score_p50": 0.18128374218940735, "score_p90": 1.4483000040054321, "fraction_gt1": 0.1702127659574468, "n_inside": 333, "n_interface": 386, "n_outside": 315, "selected_inside_frac": 0.6129032258064516, "selected_interface_frac": 0.16129032258064516, "selected_outside_frac": 0.22580645161290322, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.4583333333333333, "step": 5, "n_elem": 1034, "target_elements": 8000, "gap": 6966, "cutoff_score": 1.4863216876983643, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.860123634338379, "score_mean": -2.509669272399151e-08, "score_p50": -0.3155466318130493, "score_p90": 1.481797218322754, "fraction_gt1": 0.15049342105263158, "n_inside": 439, "n_interface": 423, "n_outside": 354, "selected_inside_frac": 0.8055555555555556, "selected_interface_frac": 0.1111111111111111, "selected_outside_frac": 0.08333333333333333, "selected_x_range": 0.5625, "selected_y_range": 0.5, "step": 6, "n_elem": 1216, "target_elements": 8000, "gap": 6784, "cutoff_score": 1.7651171684265137, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1355109214782715, "score_mean": 1.3004650156744901e-07, "score_p50": -0.22300684452056885, "score_p90": 1.3632421493530273, "fraction_gt1": 0.14417613636363635, "n_inside": 573, "n_interface": 461, "n_outside": 374, "selected_inside_frac": 0.5, "selected_interface_frac": 0.11904761904761904, "selected_outside_frac": 0.38095238095238093, "selected_x_range": 0.8125, "selected_y_range": 0.5833333333333333, "step": 7, "n_elem": 1408, "target_elements": 8000, "gap": 6592, "cutoff_score": 1.9283608198165894, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.374770164489746, "score_mean": 1.876849786697221e-08, "score_p50": -0.4521998465061188, "score_p90": 1.2045361995697021, "fraction_gt1": 0.13038130381303814, "n_inside": 689, "n_interface": 497, "n_outside": 440, "selected_inside_frac": 0.7708333333333334, "selected_interface_frac": 0.16666666666666666, "selected_outside_frac": 0.0625, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.625, "step": 8, "n_elem": 1626, "target_elements": 8000, "gap": 6374, "cutoff_score": 2.03018856048584, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4022057056427, "score_mean": -8.14671068383177e-08, "score_p50": -0.48556792736053467, "score_p90": 1.089400291442871, "fraction_gt1": 0.11745862253069941, "n_inside": 861, "n_interface": 550, "n_outside": 462, "selected_inside_frac": 0.23214285714285715, "selected_interface_frac": 0.6964285714285714, "selected_outside_frac": 0.07142857142857142, "selected_x_range": 0.875, "selected_y_range": 0.6666666666666667, "step": 9, "n_elem": 1873, "target_elements": 8000, "gap": 6127, "cutoff_score": 1.6611807346343994, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.446373462677002, "score_mean": 1.1255907139684496e-07, "score_p50": -0.43008819222450256, "score_p90": 1.1370985507965088, "fraction_gt1": 0.16505301982480405, "n_inside": 915, "n_interface": 763, "n_outside": 491, "selected_inside_frac": 0.6615384615384615, "selected_interface_frac": 0.07692307692307693, "selected_outside_frac": 0.26153846153846155, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.75, "step": 10, "n_elem": 2169, "target_elements": 8000, "gap": 5831, "cutoff_score": 1.5717601776123047, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.084186553955078, "score_mean": 1.4514900215090165e-07, "score_p50": -0.30349212884902954, "score_p90": 1.270097255706787, "fraction_gt1": 0.178359096313912, "n_inside": 1111, "n_interface": 824, "n_outside": 588, "selected_inside_frac": 0.56, "selected_interface_frac": 0.22666666666666666, "selected_outside_frac": 0.21333333333333335, "selected_x_range": 0.96875, "selected_y_range": 0.8333333333333333, "step": 11, "n_elem": 2523, "target_elements": 8000, "gap": 5477, "cutoff_score": 1.4366371631622314, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.8389757871627808, "score_mean": 8.430270526105232e-08, "score_p50": -0.19519445300102234, "score_p90": 1.2165948152542114, "fraction_gt1": 0.17023480662983426, "n_inside": 1313, "n_interface": 911, "n_outside": 672, "selected_inside_frac": 0.18604651162790697, "selected_interface_frac": 0.06976744186046512, "selected_outside_frac": 0.7441860465116279, "selected_x_range": 0.9375, "selected_y_range": 0.8854166666666666, "step": 12, "n_elem": 2896, "target_elements": 8000, "gap": 5104, "cutoff_score": 1.6247620582580566, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4575390815734863, "score_mean": -7.404932489407656e-08, "score_p50": -0.07583077251911163, "score_p90": 1.1832822561264038, "fraction_gt1": 0.16166211707612982, "n_inside": 1427, "n_interface": 942, "n_outside": 928, "selected_inside_frac": 0.336734693877551, "selected_interface_frac": 0.4387755102040816, "selected_outside_frac": 0.22448979591836735, "selected_x_range": 0.875, "selected_y_range": 0.96875, "step": 13, "n_elem": 3297, "target_elements": 8000, "gap": 4703, "cutoff_score": 1.3059642314910889, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.051039457321167, "score_mean": 0.0, "score_p50": 0.07816922664642334, "score_p90": 1.3062366247177124, "fraction_gt1": 0.1861758474576271, "n_inside": 1572, "n_interface": 1176, "n_outside": 1028, "selected_inside_frac": 0.008849557522123894, "selected_interface_frac": 0.40707964601769914, "selected_outside_frac": 0.584070796460177, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.6145833333333334, "step": 14, "n_elem": 3776, "target_elements": 8000, "gap": 4224, "cutoff_score": 1.4348245859146118, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.819593906402588, "score_mean": 0.0, "score_p50": -0.13710224628448486, "score_p90": 1.3627980947494507, "fraction_gt1": 0.172454523978266, "n_inside": 1575, "n_interface": 1389, "n_outside": 1269, "selected_inside_frac": 0.2698412698412698, "selected_interface_frac": 0.3492063492063492, "selected_outside_frac": 0.38095238095238093, "selected_x_range": 0.9479166666666666, "selected_y_range": 0.6666666666666667, "step": 15, "n_elem": 4233, "target_elements": 8000, "gap": 3767, "cutoff_score": 1.4892622232437134, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.9561607837677002, "score_mean": 5.05153359142696e-08, "score_p50": -0.3441830277442932, "score_p90": 1.3493530750274658, "fraction_gt1": 0.15539002689840678, "n_inside": 1725, "n_interface": 1611, "n_outside": 1497, "selected_inside_frac": 0.9166666666666666, "selected_interface_frac": 0.05555555555555555, "selected_outside_frac": 0.027777777777777776, "selected_x_range": 0.9479166666666666, "selected_y_range": 0.7916666666666667, "step": 16, "n_elem": 4833, "target_elements": 8000, "gap": 3167, "cutoff_score": 1.6567473411560059, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.382176637649536, "score_mean": 8.910241433568444e-08, "score_p50": -0.2477673441171646, "score_p90": 1.2994858026504517, "fraction_gt1": 0.147992700729927, "n_inside": 2284, "n_interface": 1670, "n_outside": 1526, "selected_inside_frac": 0.7317073170731707, "selected_interface_frac": 0.20121951219512196, "selected_outside_frac": 0.06707317073170732, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8333333333333334, "step": 17, "n_elem": 5480, "target_elements": 8000, "gap": 2520, "cutoff_score": 1.7795394659042358, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.7420296669006348, "score_mean": -7.764052156744583e-08, "score_p50": -0.15786243975162506, "score_p90": 1.2730014324188232, "fraction_gt1": 0.12736524089680396, "n_inside": 2832, "n_interface": 1875, "n_outside": 1582, "selected_inside_frac": 0.6595744680851063, "selected_interface_frac": 0.19148936170212766, "selected_outside_frac": 0.14893617021276595, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9166666666666667, "step": 18, "n_elem": 6289, "target_elements": 8000, "gap": 1711, "cutoff_score": 1.8055837154388428, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5053465366363525, "score_mean": 1.706322549921424e-08, "score_p50": -0.1452527493238449, "score_p90": 1.104729175567627, "fraction_gt1": 0.10986860497623707, "n_inside": 3367, "n_interface": 2060, "n_outside": 1727, "selected_inside_frac": 0.2102803738317757, "selected_interface_frac": 0.5280373831775701, "selected_outside_frac": 0.2616822429906542, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9479166666666667, "step": 19, "n_elem": 7154, "target_elements": 8000, "gap": 846, "cutoff_score": 1.4872583150863647, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 77, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.09636104673466866, "max_err": 0.16651123590422537, "actual_elements": 2049, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.32465219497680664, "score_mean": 0.12804831564426422, "score_p50": 0.11922118812799454, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 22, "n_interface": 490, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.1875, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.32465219497680664, "num_tied_at_cutoff": 22, "score_decreased": null }, { "score_max": 0.22956375777721405, "score_mean": 0.12070850282907486, "score_p50": 0.11922118812799454, "score_p90": 0.16232609748840332, "fraction_gt1": 0.0, "n_inside": 76, "n_interface": 530, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.21875000000000006, "selected_y_range": 0.21875, "step": 1, "n_elem": 606, "target_elements": 2000, "gap": 1394, "cutoff_score": 0.16232609748840332, "num_tied_at_cutoff": 67, "score_decreased": true }, { "score_max": 0.16232609748840332, "score_mean": 0.10731500387191772, "score_p50": 0.11922118812799454, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 159, "n_interface": 587, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.16666666666666674, "step": 2, "n_elem": 746, "target_elements": 2000, "gap": 1254, "cutoff_score": 0.16232609748840332, "num_tied_at_cutoff": 29, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.09980987012386322, "score_p50": 0.11922118812799454, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 599, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.4166666666666667, "step": 3, "n_elem": 860, "target_elements": 2000, "gap": 1140, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 460, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.09119747579097748, "score_p50": 0.08430211246013641, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 745, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 4, "n_elem": 1006, "target_elements": 2000, "gap": 994, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 404, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.08364971727132797, "score_p50": 0.08116304874420166, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 921, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.6458333333333333, "step": 5, "n_elem": 1182, "target_elements": 2000, "gap": 818, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 336, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.07743353396654129, "score_p50": 0.05961059406399727, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1119, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.7083333333333333, "step": 6, "n_elem": 1380, "target_elements": 2000, "gap": 620, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 262, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.07255163788795471, "score_p50": 0.05961059406399727, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1328, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8125, "step": 7, "n_elem": 1589, "target_elements": 2000, "gap": 411, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 184, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.06849242001771927, "score_p50": 0.05961059406399727, "score_p90": 0.11478187888860703, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1552, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.3125, "step": 8, "n_elem": 1813, "target_elements": 2000, "gap": 187, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 110, "score_decreased": true } ], "sample_id": 80, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.09506732105153065, "max_err": 0.16721824725195328, "actual_elements": 2018, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9821029901504517, "score_mean": 0.07783321291208267, "score_p50": 2.0097765229820652e-08, "score_p90": 0.09584707021713257, "fraction_gt1": 0.0, "n_inside": 22, "n_interface": 490, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9546433687210083, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9329842925071716, "score_mean": 0.06416012346744537, "score_p50": 1.32926615492579e-07, "score_p90": 0.2305360734462738, "fraction_gt1": 0.0, "n_inside": 75, "n_interface": 511, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.33333333333333326, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 0.7259058952331543, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9815008640289307, "score_mean": 0.099002406001091, "score_p50": 4.285671820980497e-06, "score_p90": 0.44715315103530884, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 605, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.125, "step": 2, "n_elem": 688, "target_elements": 2000, "gap": 1312, "cutoff_score": 0.9544777274131775, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9818050265312195, "score_mean": 0.12021996080875397, "score_p50": 4.088251444045454e-05, "score_p90": 0.5940529704093933, "fraction_gt1": 0.0, "n_inside": 167, "n_interface": 613, "n_outside": 0, "selected_inside_frac": 0.08695652173913043, "selected_interface_frac": 0.9130434782608695, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.39583333333333326, "step": 3, "n_elem": 780, "target_elements": 2000, "gap": 1220, "cutoff_score": 0.9340391159057617, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9890180826187134, "score_mean": 0.1389831006526947, "score_p50": 0.0005004298291169107, "score_p90": 0.7558014988899231, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 732, "n_outside": 0, "selected_inside_frac": 0.18518518518518517, "selected_interface_frac": 0.8148148148148148, "selected_outside_frac": 0.0, "selected_x_range": 0.4583333333333333, "selected_y_range": 0.4791666666666667, "step": 4, "n_elem": 908, "target_elements": 2000, "gap": 1092, "cutoff_score": 0.9604814648628235, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9899263381958008, "score_mean": 0.11308097094297409, "score_p50": 0.0011574248783290386, "score_p90": 0.5443233251571655, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 849, "n_outside": 0, "selected_inside_frac": 0.125, "selected_interface_frac": 0.875, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5208333333333333, "step": 5, "n_elem": 1070, "target_elements": 2000, "gap": 930, "cutoff_score": 0.9113346934318542, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9807541370391846, "score_mean": 0.1395498365163803, "score_p50": 0.0015247991541400552, "score_p90": 0.5655149221420288, "fraction_gt1": 0.0, "n_inside": 264, "n_interface": 984, "n_outside": 0, "selected_inside_frac": 0.08108108108108109, "selected_interface_frac": 0.918918918918919, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.625, "step": 6, "n_elem": 1248, "target_elements": 2000, "gap": 752, "cutoff_score": 0.908212423324585, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9822873473167419, "score_mean": 0.15300989151000977, "score_p50": 0.0016388334333896637, "score_p90": 0.7292371392250061, "fraction_gt1": 0.0, "n_inside": 298, "n_interface": 1175, "n_outside": 0, "selected_inside_frac": 0.3181818181818182, "selected_interface_frac": 0.6818181818181818, "selected_outside_frac": 0.0, "selected_x_range": 0.6770833333333334, "selected_y_range": 0.6979166666666666, "step": 7, "n_elem": 1473, "target_elements": 2000, "gap": 527, "cutoff_score": 0.8995940089225769, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9757710099220276, "score_mean": 0.1574353128671646, "score_p50": 0.0024409345351159573, "score_p90": 0.7264753580093384, "fraction_gt1": 0.0, "n_inside": 385, "n_interface": 1344, "n_outside": 0, "selected_inside_frac": 0.43137254901960786, "selected_interface_frac": 0.5686274509803921, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.9375, "step": 8, "n_elem": 1729, "target_elements": 2000, "gap": 271, "cutoff_score": 0.9197976589202881, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 80, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.09556022796677935, "max_err": 0.16868352553502947, "actual_elements": 2025, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 4.227579593658447, "score_mean": -1.471489667892456e-07, "score_p50": -0.26671987771987915, "score_p90": -0.06873602420091629, "fraction_gt1": 0.07421875, "n_inside": 22, "n_interface": 490, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 4.170858383178711, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.7658605575561523, "score_mean": -1.4321389585347788e-07, "score_p50": -0.2648969888687134, "score_p90": 0.9224929809570312, "fraction_gt1": 0.09044368600682594, "n_inside": 75, "n_interface": 511, "n_outside": 0, "selected_inside_frac": 0.7058823529411765, "selected_interface_frac": 0.29411764705882354, "selected_outside_frac": 0.0, "selected_x_range": 0.17708333333333337, "selected_y_range": 0.3125, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 2.1533021926879883, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.699018955230713, "score_mean": -1.6845528705289325e-07, "score_p50": -0.042577482759952545, "score_p90": 0.9042503833770752, "fraction_gt1": 0.09259259259259259, "n_inside": 137, "n_interface": 565, "n_outside": 0, "selected_inside_frac": 0.8571428571428571, "selected_interface_frac": 0.14285714285714285, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.20833333333333326, "step": 2, "n_elem": 702, "target_elements": 2000, "gap": 1298, "cutoff_score": 1.8528069257736206, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5305612087249756, "score_mean": -2.45500331175208e-07, "score_p50": 0.09128549695014954, "score_p90": 1.0109800100326538, "fraction_gt1": 0.10148514851485149, "n_inside": 214, "n_interface": 594, "n_outside": 0, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.9166666666666666, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.4166666666666667, "step": 3, "n_elem": 808, "target_elements": 2000, "gap": 1192, "cutoff_score": 1.7132549285888672, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3075387477874756, "score_mean": -1.9479304569358646e-07, "score_p50": 0.22262661159038544, "score_p90": 0.7512127757072449, "fraction_gt1": 0.06914893617021277, "n_inside": 221, "n_interface": 719, "n_outside": 0, "selected_inside_frac": 0.14285714285714285, "selected_interface_frac": 0.8571428571428571, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 940, "target_elements": 2000, "gap": 1060, "cutoff_score": 1.7463200092315674, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1073780059814453, "score_mean": -8.500717996184903e-08, "score_p50": 0.25793567299842834, "score_p90": 0.755977988243103, "fraction_gt1": 0.0807799442896936, "n_inside": 248, "n_interface": 829, "n_outside": 0, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.8125, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.4583333333333333, "step": 5, "n_elem": 1077, "target_elements": 2000, "gap": 923, "cutoff_score": 1.4576294422149658, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1039981842041016, "score_mean": 0.0, "score_p50": -0.18420849740505219, "score_p90": 0.9310572147369385, "fraction_gt1": 0.09033778476040849, "n_inside": 282, "n_interface": 991, "n_outside": 0, "selected_inside_frac": 0.34210526315789475, "selected_interface_frac": 0.6578947368421053, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.75, "step": 6, "n_elem": 1273, "target_elements": 2000, "gap": 727, "cutoff_score": 1.380401372909546, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.158226728439331, "score_mean": 4.088088090270503e-08, "score_p50": -0.11479982733726501, "score_p90": 1.031760573387146, "fraction_gt1": 0.10649698593436034, "n_inside": 349, "n_interface": 1144, "n_outside": 0, "selected_inside_frac": 0.20454545454545456, "selected_interface_frac": 0.7954545454545454, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.9375, "step": 7, "n_elem": 1493, "target_elements": 2000, "gap": 507, "cutoff_score": 1.4437730312347412, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3143110275268555, "score_mean": -1.2441644514638028e-07, "score_p50": -0.41924598813056946, "score_p90": 0.9875689744949341, "fraction_gt1": 0.0978450786255096, "n_inside": 407, "n_interface": 1310, "n_outside": 0, "selected_inside_frac": 0.35294117647058826, "selected_interface_frac": 0.6470588235294118, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.9479166666666667, "step": 8, "n_elem": 1717, "target_elements": 2000, "gap": 283, "cutoff_score": 1.2641571760177612, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 80, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.09546218062676809, "max_err": 0.17179174070002987, "actual_elements": 4012, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.32465219497680664, "score_mean": 0.12804831564426422, "score_p50": 0.11922118812799454, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 22, "n_interface": 490, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.1875, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.32465219497680664, "num_tied_at_cutoff": 22, "score_decreased": null }, { "score_max": 0.22956375777721405, "score_mean": 0.12070850282907486, "score_p50": 0.11922118812799454, "score_p90": 0.16232609748840332, "fraction_gt1": 0.0, "n_inside": 76, "n_interface": 530, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.21875000000000006, "selected_y_range": 0.21875, "step": 1, "n_elem": 606, "target_elements": 4000, "gap": 3394, "cutoff_score": 0.16232609748840332, "num_tied_at_cutoff": 67, "score_decreased": true }, { "score_max": 0.16232609748840332, "score_mean": 0.10731500387191772, "score_p50": 0.11922118812799454, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 159, "n_interface": 587, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.16666666666666674, "step": 2, "n_elem": 746, "target_elements": 4000, "gap": 3254, "cutoff_score": 0.16232609748840332, "num_tied_at_cutoff": 29, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.09980987012386322, "score_p50": 0.11922118812799454, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 599, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.4166666666666667, "step": 3, "n_elem": 860, "target_elements": 4000, "gap": 3140, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 460, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.09119747579097748, "score_p50": 0.08430211246013641, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 745, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 4, "n_elem": 1006, "target_elements": 4000, "gap": 2994, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 404, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.08364971727132797, "score_p50": 0.08116304874420166, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 921, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.6458333333333333, "step": 5, "n_elem": 1182, "target_elements": 4000, "gap": 2818, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 336, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.07743353396654129, "score_p50": 0.05961059406399727, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1119, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.7083333333333333, "step": 6, "n_elem": 1380, "target_elements": 4000, "gap": 2620, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 262, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.07255163788795471, "score_p50": 0.05961059406399727, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1328, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8125, "step": 7, "n_elem": 1589, "target_elements": 4000, "gap": 2411, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 184, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.06849242001771927, "score_p50": 0.05961059406399727, "score_p90": 0.11478187888860703, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1552, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.3125, "step": 8, "n_elem": 1813, "target_elements": 4000, "gap": 2187, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 110, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.06520434468984604, "score_p50": 0.05961059406399727, "score_p90": 0.08430211246013641, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1788, "n_outside": 0, "selected_inside_frac": 0.5409836065573771, "selected_interface_frac": 0.45901639344262296, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7864583333333333, "step": 9, "n_elem": 2049, "target_elements": 4000, "gap": 1951, "cutoff_score": 0.11478187888860703, "num_tied_at_cutoff": 73, "score_decreased": true }, { "score_max": 0.11478187888860703, "score_mean": 0.06156054884195328, "score_p50": 0.05961059406399727, "score_p90": 0.08116304874420166, "fraction_gt1": 0.0, "n_inside": 409, "n_interface": 1928, "n_outside": 0, "selected_inside_frac": 0.34285714285714286, "selected_interface_frac": 0.6571428571428571, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666666, "selected_y_range": 0.625, "step": 10, "n_elem": 2337, "target_elements": 4000, "gap": 1663, "cutoff_score": 0.08430211246013641, "num_tied_at_cutoff": 119, "score_decreased": true }, { "score_max": 0.08430211246013641, "score_mean": 0.05794103816151619, "score_p50": 0.05961059406399727, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 499, "n_interface": 2142, "n_outside": 0, "selected_inside_frac": 0.12658227848101267, "selected_interface_frac": 0.8734177215189873, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2641, "target_elements": 4000, "gap": 1359, "cutoff_score": 0.08116304874420166, "num_tied_at_cutoff": 166, "score_decreased": true }, { "score_max": 0.08116304874420166, "score_mean": 0.05335132032632828, "score_p50": 0.05961059406399727, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 546, "n_interface": 2522, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.21875000000000006, "selected_y_range": 0.19270833333333326, "step": 12, "n_elem": 3068, "target_elements": 4000, "gap": 932, "cutoff_score": 0.08116304874420166, "num_tied_at_cutoff": 139, "score_decreased": true }, { "score_max": 0.08116304874420166, "score_mean": 0.04983370006084442, "score_p50": 0.05739093944430351, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 2582, "n_outside": 0, "selected_inside_frac": 0.19047619047619047, "selected_interface_frac": 0.8095238095238095, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.375, "step": 13, "n_elem": 3512, "target_elements": 4000, "gap": 488, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 1510, "score_decreased": true }, { "score_max": 0.05961059406399727, "score_mean": 0.04643619433045387, "score_p50": 0.04215105623006821, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 1024, "n_interface": 2960, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.17708333333333331, "selected_y_range": 0.37499999999999994, "step": 14, "n_elem": 3984, "target_elements": 4000, "gap": 16, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 1378, "score_decreased": true } ], "sample_id": 80, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.09533262889735655, "max_err": 0.17126953330554903, "actual_elements": 4204, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.9821029901504517, "score_mean": 0.07783321291208267, "score_p50": 2.0097765229820652e-08, "score_p90": 0.09584707021713257, "fraction_gt1": 0.0, "n_inside": 22, "n_interface": 490, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9546433687210083, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9329842925071716, "score_mean": 0.06416012346744537, "score_p50": 1.32926615492579e-07, "score_p90": 0.2305360734462738, "fraction_gt1": 0.0, "n_inside": 75, "n_interface": 511, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.33333333333333326, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 0.7259058952331543, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9815008640289307, "score_mean": 0.099002406001091, "score_p50": 4.285671820980497e-06, "score_p90": 0.44715315103530884, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 605, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.125, "step": 2, "n_elem": 688, "target_elements": 4000, "gap": 3312, "cutoff_score": 0.9544777274131775, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9818050265312195, "score_mean": 0.12021996080875397, "score_p50": 4.088251444045454e-05, "score_p90": 0.5940529704093933, "fraction_gt1": 0.0, "n_inside": 167, "n_interface": 613, "n_outside": 0, "selected_inside_frac": 0.08695652173913043, "selected_interface_frac": 0.9130434782608695, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.39583333333333326, "step": 3, "n_elem": 780, "target_elements": 4000, "gap": 3220, "cutoff_score": 0.9340391159057617, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9890180826187134, "score_mean": 0.1389831006526947, "score_p50": 0.0005004298291169107, "score_p90": 0.7558014988899231, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 732, "n_outside": 0, "selected_inside_frac": 0.18518518518518517, "selected_interface_frac": 0.8148148148148148, "selected_outside_frac": 0.0, "selected_x_range": 0.4583333333333333, "selected_y_range": 0.4791666666666667, "step": 4, "n_elem": 908, "target_elements": 4000, "gap": 3092, "cutoff_score": 0.9604814648628235, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9899263381958008, "score_mean": 0.11308097094297409, "score_p50": 0.0011574248783290386, "score_p90": 0.5443233251571655, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 849, "n_outside": 0, "selected_inside_frac": 0.125, "selected_interface_frac": 0.875, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5208333333333333, "step": 5, "n_elem": 1070, "target_elements": 4000, "gap": 2930, "cutoff_score": 0.9113346934318542, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9807541370391846, "score_mean": 0.1395498365163803, "score_p50": 0.0015247991541400552, "score_p90": 0.5655149221420288, "fraction_gt1": 0.0, "n_inside": 264, "n_interface": 984, "n_outside": 0, "selected_inside_frac": 0.08108108108108109, "selected_interface_frac": 0.918918918918919, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.625, "step": 6, "n_elem": 1248, "target_elements": 4000, "gap": 2752, "cutoff_score": 0.908212423324585, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9822873473167419, "score_mean": 0.15300989151000977, "score_p50": 0.0016388334333896637, "score_p90": 0.7292371392250061, "fraction_gt1": 0.0, "n_inside": 298, "n_interface": 1175, "n_outside": 0, "selected_inside_frac": 0.3181818181818182, "selected_interface_frac": 0.6818181818181818, "selected_outside_frac": 0.0, "selected_x_range": 0.6770833333333334, "selected_y_range": 0.6979166666666666, "step": 7, "n_elem": 1473, "target_elements": 4000, "gap": 2527, "cutoff_score": 0.8995940089225769, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9757710099220276, "score_mean": 0.1574353128671646, "score_p50": 0.0024409345351159573, "score_p90": 0.7264753580093384, "fraction_gt1": 0.0, "n_inside": 385, "n_interface": 1344, "n_outside": 0, "selected_inside_frac": 0.43137254901960786, "selected_interface_frac": 0.5686274509803921, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.9375, "step": 8, "n_elem": 1729, "target_elements": 4000, "gap": 2271, "cutoff_score": 0.9197976589202881, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9782388210296631, "score_mean": 0.15116707980632782, "score_p50": 0.0019329879432916641, "score_p90": 0.6929871439933777, "fraction_gt1": 0.0, "n_inside": 499, "n_interface": 1519, "n_outside": 0, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.9166666666666666, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.84375, "step": 9, "n_elem": 2018, "target_elements": 4000, "gap": 1982, "cutoff_score": 0.9081146121025085, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9748825430870056, "score_mean": 0.14804613590240479, "score_p50": 0.001002139295451343, "score_p90": 0.6607406139373779, "fraction_gt1": 0.0, "n_inside": 531, "n_interface": 1831, "n_outside": 0, "selected_inside_frac": 0.12857142857142856, "selected_interface_frac": 0.8714285714285714, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.96875, "step": 10, "n_elem": 2362, "target_elements": 4000, "gap": 1638, "cutoff_score": 0.8835397958755493, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.982468843460083, "score_mean": 0.13893114030361176, "score_p50": 0.0010292346123605967, "score_p90": 0.6639980673789978, "fraction_gt1": 0.0, "n_inside": 608, "n_interface": 2181, "n_outside": 0, "selected_inside_frac": 0.1686746987951807, "selected_interface_frac": 0.8313253012048193, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.8854166666666666, "step": 11, "n_elem": 2789, "target_elements": 4000, "gap": 1211, "cutoff_score": 0.8847959637641907, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9814808368682861, "score_mean": 0.1319570690393448, "score_p50": 0.001878571230918169, "score_p90": 0.6132850050926208, "fraction_gt1": 0.0, "n_inside": 687, "n_interface": 2574, "n_outside": 0, "selected_inside_frac": 0.20618556701030927, "selected_interface_frac": 0.7938144329896907, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666667, "step": 12, "n_elem": 3261, "target_elements": 4000, "gap": 739, "cutoff_score": 0.8626706600189209, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.957587480545044, "score_mean": 0.13184647262096405, "score_p50": 0.0028355710674077272, "score_p90": 0.5908676981925964, "fraction_gt1": 0.0, "n_inside": 824, "n_interface": 3025, "n_outside": 0, "selected_inside_frac": 0.18, "selected_interface_frac": 0.82, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.9479166666666667, "step": 13, "n_elem": 3849, "target_elements": 4000, "gap": 151, "cutoff_score": 0.8982212543487549, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 80, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.0954415916145591, "max_err": 0.1713340030058702, "actual_elements": 4115, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 4.227579593658447, "score_mean": -1.471489667892456e-07, "score_p50": -0.26671987771987915, "score_p90": -0.06873602420091629, "fraction_gt1": 0.07421875, "n_inside": 22, "n_interface": 490, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 4.170858383178711, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.7658605575561523, "score_mean": -1.4321389585347788e-07, "score_p50": -0.2648969888687134, "score_p90": 0.9224929809570312, "fraction_gt1": 0.09044368600682594, "n_inside": 75, "n_interface": 511, "n_outside": 0, "selected_inside_frac": 0.7058823529411765, "selected_interface_frac": 0.29411764705882354, "selected_outside_frac": 0.0, "selected_x_range": 0.17708333333333337, "selected_y_range": 0.3125, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 2.1533021926879883, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.699018955230713, "score_mean": -1.6845528705289325e-07, "score_p50": -0.042577482759952545, "score_p90": 0.9042503833770752, "fraction_gt1": 0.09259259259259259, "n_inside": 137, "n_interface": 565, "n_outside": 0, "selected_inside_frac": 0.8571428571428571, "selected_interface_frac": 0.14285714285714285, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.20833333333333326, "step": 2, "n_elem": 702, "target_elements": 4000, "gap": 3298, "cutoff_score": 1.8528069257736206, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5305612087249756, "score_mean": -2.45500331175208e-07, "score_p50": 0.09128549695014954, "score_p90": 1.0109800100326538, "fraction_gt1": 0.10148514851485149, "n_inside": 214, "n_interface": 594, "n_outside": 0, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.9166666666666666, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.4166666666666667, "step": 3, "n_elem": 808, "target_elements": 4000, "gap": 3192, "cutoff_score": 1.7132549285888672, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3075387477874756, "score_mean": -1.9479304569358646e-07, "score_p50": 0.22262661159038544, "score_p90": 0.7512127757072449, "fraction_gt1": 0.06914893617021277, "n_inside": 221, "n_interface": 719, "n_outside": 0, "selected_inside_frac": 0.14285714285714285, "selected_interface_frac": 0.8571428571428571, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 940, "target_elements": 4000, "gap": 3060, "cutoff_score": 1.7463200092315674, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1073780059814453, "score_mean": -8.500717996184903e-08, "score_p50": 0.25793567299842834, "score_p90": 0.755977988243103, "fraction_gt1": 0.0807799442896936, "n_inside": 248, "n_interface": 829, "n_outside": 0, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.8125, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.4583333333333333, "step": 5, "n_elem": 1077, "target_elements": 4000, "gap": 2923, "cutoff_score": 1.4576294422149658, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1039981842041016, "score_mean": 0.0, "score_p50": -0.18420849740505219, "score_p90": 0.9310572147369385, "fraction_gt1": 0.09033778476040849, "n_inside": 282, "n_interface": 991, "n_outside": 0, "selected_inside_frac": 0.34210526315789475, "selected_interface_frac": 0.6578947368421053, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.75, "step": 6, "n_elem": 1273, "target_elements": 4000, "gap": 2727, "cutoff_score": 1.380401372909546, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.158226728439331, "score_mean": 4.088088090270503e-08, "score_p50": -0.11479982733726501, "score_p90": 1.031760573387146, "fraction_gt1": 0.10649698593436034, "n_inside": 349, "n_interface": 1144, "n_outside": 0, "selected_inside_frac": 0.20454545454545456, "selected_interface_frac": 0.7954545454545454, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.9375, "step": 7, "n_elem": 1493, "target_elements": 4000, "gap": 2507, "cutoff_score": 1.4437730312347412, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3143110275268555, "score_mean": -1.2441644514638028e-07, "score_p50": -0.41924598813056946, "score_p90": 0.9875689744949341, "fraction_gt1": 0.0978450786255096, "n_inside": 407, "n_interface": 1310, "n_outside": 0, "selected_inside_frac": 0.35294117647058826, "selected_interface_frac": 0.6470588235294118, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.9479166666666667, "step": 8, "n_elem": 1717, "target_elements": 4000, "gap": 2283, "cutoff_score": 1.2641571760177612, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.459005355834961, "score_mean": -9.04224535247522e-08, "score_p50": -0.3694889545440674, "score_p90": 1.163753867149353, "fraction_gt1": 0.14419753086419754, "n_inside": 519, "n_interface": 1506, "n_outside": 0, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.8229166666666667, "step": 9, "n_elem": 2025, "target_elements": 4000, "gap": 1975, "cutoff_score": 1.3213250637054443, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4341721534729004, "score_mean": -1.8073015439767914e-07, "score_p50": -0.26439693570137024, "score_p90": 1.1051527261734009, "fraction_gt1": 0.1065989847715736, "n_inside": 674, "n_interface": 1690, "n_outside": 0, "selected_inside_frac": 0.04285714285714286, "selected_interface_frac": 0.9571428571428572, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.96875, "step": 10, "n_elem": 2364, "target_elements": 4000, "gap": 1636, "cutoff_score": 1.5189141035079956, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.21045184135437, "score_mean": 1.8280840663464915e-07, "score_p50": -0.16592779755592346, "score_p90": 1.0019896030426025, "fraction_gt1": 0.10108573567952078, "n_inside": 691, "n_interface": 1980, "n_outside": 0, "selected_inside_frac": 0.225, "selected_interface_frac": 0.775, "selected_outside_frac": 0.0, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.96875, "step": 11, "n_elem": 2671, "target_elements": 4000, "gap": 1329, "cutoff_score": 1.322674036026001, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.015519142150879, "score_mean": -1.0776673065038267e-07, "score_p50": -0.011012405157089233, "score_p90": 0.9383413791656494, "fraction_gt1": 0.092776886035313, "n_inside": 805, "n_interface": 2310, "n_outside": 0, "selected_inside_frac": 0.021505376344086023, "selected_interface_frac": 0.978494623655914, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.90625, "step": 12, "n_elem": 3115, "target_elements": 4000, "gap": 885, "cutoff_score": 1.4297152757644653, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.260051727294922, "score_mean": 8.560330400086968e-08, "score_p50": 0.1301216036081314, "score_p90": 0.9925093650817871, "fraction_gt1": 0.0973352033660589, "n_inside": 812, "n_interface": 2753, "n_outside": 0, "selected_inside_frac": 0.3018867924528302, "selected_interface_frac": 0.6981132075471698, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.6666666666666667, "step": 13, "n_elem": 3565, "target_elements": 4000, "gap": 435, "cutoff_score": 1.5528295040130615, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 80, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.09579951221458523, "max_err": 0.17249809654905437, "actual_elements": 8013, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.32465219497680664, "score_mean": 0.12804831564426422, "score_p50": 0.11922118812799454, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 22, "n_interface": 490, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.20833333333333331, "selected_y_range": 0.1875, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.32465219497680664, "num_tied_at_cutoff": 22, "score_decreased": null }, { "score_max": 0.22956375777721405, "score_mean": 0.12070850282907486, "score_p50": 0.11922118812799454, "score_p90": 0.16232609748840332, "fraction_gt1": 0.0, "n_inside": 76, "n_interface": 530, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.21875000000000006, "selected_y_range": 0.21875, "step": 1, "n_elem": 606, "target_elements": 8000, "gap": 7394, "cutoff_score": 0.16232609748840332, "num_tied_at_cutoff": 67, "score_decreased": true }, { "score_max": 0.16232609748840332, "score_mean": 0.10731500387191772, "score_p50": 0.11922118812799454, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 159, "n_interface": 587, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.16666666666666674, "step": 2, "n_elem": 746, "target_elements": 8000, "gap": 7254, "cutoff_score": 0.16232609748840332, "num_tied_at_cutoff": 29, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.09980987012386322, "score_p50": 0.11922118812799454, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 599, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.4166666666666667, "selected_y_range": 0.4166666666666667, "step": 3, "n_elem": 860, "target_elements": 8000, "gap": 7140, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 460, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.09119747579097748, "score_p50": 0.08430211246013641, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 745, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 4, "n_elem": 1006, "target_elements": 8000, "gap": 6994, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 404, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.08364971727132797, "score_p50": 0.08116304874420166, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 921, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333333, "selected_y_range": 0.6458333333333333, "step": 5, "n_elem": 1182, "target_elements": 8000, "gap": 6818, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 336, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.07743353396654129, "score_p50": 0.05961059406399727, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1119, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.7083333333333333, "step": 6, "n_elem": 1380, "target_elements": 8000, "gap": 6620, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 262, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.07255163788795471, "score_p50": 0.05961059406399727, "score_p90": 0.11922118812799454, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1328, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8125, "step": 7, "n_elem": 1589, "target_elements": 8000, "gap": 6411, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 184, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.06849242001771927, "score_p50": 0.05961059406399727, "score_p90": 0.11478187888860703, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1552, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.3125, "step": 8, "n_elem": 1813, "target_elements": 8000, "gap": 6187, "cutoff_score": 0.11922118812799454, "num_tied_at_cutoff": 110, "score_decreased": true }, { "score_max": 0.11922118812799454, "score_mean": 0.06520434468984604, "score_p50": 0.05961059406399727, "score_p90": 0.08430211246013641, "fraction_gt1": 0.0, "n_inside": 261, "n_interface": 1788, "n_outside": 0, "selected_inside_frac": 0.5409836065573771, "selected_interface_frac": 0.45901639344262296, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7864583333333333, "step": 9, "n_elem": 2049, "target_elements": 8000, "gap": 5951, "cutoff_score": 0.11478187888860703, "num_tied_at_cutoff": 73, "score_decreased": true }, { "score_max": 0.11478187888860703, "score_mean": 0.06156054884195328, "score_p50": 0.05961059406399727, "score_p90": 0.08116304874420166, "fraction_gt1": 0.0, "n_inside": 409, "n_interface": 1928, "n_outside": 0, "selected_inside_frac": 0.34285714285714286, "selected_interface_frac": 0.6571428571428571, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666666, "selected_y_range": 0.625, "step": 10, "n_elem": 2337, "target_elements": 8000, "gap": 5663, "cutoff_score": 0.08430211246013641, "num_tied_at_cutoff": 119, "score_decreased": true }, { "score_max": 0.08430211246013641, "score_mean": 0.05794103816151619, "score_p50": 0.05961059406399727, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 499, "n_interface": 2142, "n_outside": 0, "selected_inside_frac": 0.12658227848101267, "selected_interface_frac": 0.8734177215189873, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2641, "target_elements": 8000, "gap": 5359, "cutoff_score": 0.08116304874420166, "num_tied_at_cutoff": 166, "score_decreased": true }, { "score_max": 0.08116304874420166, "score_mean": 0.05335132032632828, "score_p50": 0.05961059406399727, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 546, "n_interface": 2522, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.21875000000000006, "selected_y_range": 0.19270833333333326, "step": 12, "n_elem": 3068, "target_elements": 8000, "gap": 4932, "cutoff_score": 0.08116304874420166, "num_tied_at_cutoff": 139, "score_decreased": true }, { "score_max": 0.08116304874420166, "score_mean": 0.04983370006084442, "score_p50": 0.05739093944430351, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 930, "n_interface": 2582, "n_outside": 0, "selected_inside_frac": 0.19047619047619047, "selected_interface_frac": 0.8095238095238095, "selected_outside_frac": 0.0, "selected_x_range": 0.3541666666666667, "selected_y_range": 0.375, "step": 13, "n_elem": 3512, "target_elements": 8000, "gap": 4488, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 1510, "score_decreased": true }, { "score_max": 0.05961059406399727, "score_mean": 0.04643619433045387, "score_p50": 0.04215105623006821, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 1024, "n_interface": 2960, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.53125, "selected_y_range": 0.5104166666666667, "step": 14, "n_elem": 3984, "target_elements": 8000, "gap": 4016, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 1378, "score_decreased": true }, { "score_max": 0.05961059406399727, "score_mean": 0.04344126954674721, "score_p50": 0.04215105623006821, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 1024, "n_interface": 3466, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6666666666666667, "selected_y_range": 0.625, "step": 15, "n_elem": 4490, "target_elements": 8000, "gap": 3510, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 1210, "score_decreased": true }, { "score_max": 0.05961059406399727, "score_mean": 0.04076237231492996, "score_p50": 0.04058152437210083, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 1024, "n_interface": 4043, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.6875, "step": 16, "n_elem": 5067, "target_elements": 8000, "gap": 2933, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 1014, "score_decreased": true }, { "score_max": 0.05961059406399727, "score_mean": 0.038397423923015594, "score_p50": 0.029805297031998634, "score_p90": 0.05961059406399727, "fraction_gt1": 0.0, "n_inside": 1024, "n_interface": 4692, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.7604166666666667, "step": 17, "n_elem": 5716, "target_elements": 8000, "gap": 2284, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 792, "score_decreased": true }, { "score_max": 0.05961059406399727, "score_mean": 0.03629414737224579, "score_p50": 0.029805297031998634, "score_p90": 0.05739093944430351, "fraction_gt1": 0.0, "n_inside": 1024, "n_interface": 5424, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8541666666666667, "step": 18, "n_elem": 6448, "target_elements": 8000, "gap": 1552, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 548, "score_decreased": true }, { "score_max": 0.05961059406399727, "score_mean": 0.034571323543787, "score_p50": 0.029805297031998634, "score_p90": 0.04215105623006821, "fraction_gt1": 0.0, "n_inside": 1024, "n_interface": 6178, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.34375, "step": 19, "n_elem": 7202, "target_elements": 8000, "gap": 798, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 300, "score_decreased": true }, { "score_max": 0.05961059406399727, "score_mean": 0.03311043232679367, "score_p50": 0.029805297031998634, "score_p90": 0.04215105623006821, "fraction_gt1": 0.0, "n_inside": 1024, "n_interface": 6963, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.84375, "selected_y_range": 0.0625, "step": 20, "n_elem": 7987, "target_elements": 8000, "gap": 13, "cutoff_score": 0.05961059406399727, "num_tied_at_cutoff": 56, "score_decreased": true } ], "sample_id": 80, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.09552705097680816, "max_err": 0.17187966073816413, "actual_elements": 8585, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.9821029901504517, "score_mean": 0.07783321291208267, "score_p50": 2.0097765229820652e-08, "score_p90": 0.09584707021713257, "fraction_gt1": 0.0, "n_inside": 22, "n_interface": 490, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9546433687210083, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9329842925071716, "score_mean": 0.06416012346744537, "score_p50": 1.32926615492579e-07, "score_p90": 0.2305360734462738, "fraction_gt1": 0.0, "n_inside": 75, "n_interface": 511, "n_outside": 0, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.33333333333333326, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 0.7259058952331543, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9815008640289307, "score_mean": 0.099002406001091, "score_p50": 4.285671820980497e-06, "score_p90": 0.44715315103530884, "fraction_gt1": 0.0, "n_inside": 83, "n_interface": 605, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.08333333333333326, "selected_y_range": 0.125, "step": 2, "n_elem": 688, "target_elements": 8000, "gap": 7312, "cutoff_score": 0.9544777274131775, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9818050265312195, "score_mean": 0.12021996080875397, "score_p50": 4.088251444045454e-05, "score_p90": 0.5940529704093933, "fraction_gt1": 0.0, "n_inside": 167, "n_interface": 613, "n_outside": 0, "selected_inside_frac": 0.08695652173913043, "selected_interface_frac": 0.9130434782608695, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.39583333333333326, "step": 3, "n_elem": 780, "target_elements": 8000, "gap": 7220, "cutoff_score": 0.9340391159057617, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9890180826187134, "score_mean": 0.1389831006526947, "score_p50": 0.0005004298291169107, "score_p90": 0.7558014988899231, "fraction_gt1": 0.0, "n_inside": 176, "n_interface": 732, "n_outside": 0, "selected_inside_frac": 0.18518518518518517, "selected_interface_frac": 0.8148148148148148, "selected_outside_frac": 0.0, "selected_x_range": 0.4583333333333333, "selected_y_range": 0.4791666666666667, "step": 4, "n_elem": 908, "target_elements": 8000, "gap": 7092, "cutoff_score": 0.9604814648628235, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9899263381958008, "score_mean": 0.11308097094297409, "score_p50": 0.0011574248783290386, "score_p90": 0.5443233251571655, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 849, "n_outside": 0, "selected_inside_frac": 0.125, "selected_interface_frac": 0.875, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5208333333333333, "step": 5, "n_elem": 1070, "target_elements": 8000, "gap": 6930, "cutoff_score": 0.9113346934318542, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9807541370391846, "score_mean": 0.1395498365163803, "score_p50": 0.0015247991541400552, "score_p90": 0.5655149221420288, "fraction_gt1": 0.0, "n_inside": 264, "n_interface": 984, "n_outside": 0, "selected_inside_frac": 0.08108108108108109, "selected_interface_frac": 0.918918918918919, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.625, "step": 6, "n_elem": 1248, "target_elements": 8000, "gap": 6752, "cutoff_score": 0.908212423324585, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9822873473167419, "score_mean": 0.15300989151000977, "score_p50": 0.0016388334333896637, "score_p90": 0.7292371392250061, "fraction_gt1": 0.0, "n_inside": 298, "n_interface": 1175, "n_outside": 0, "selected_inside_frac": 0.3181818181818182, "selected_interface_frac": 0.6818181818181818, "selected_outside_frac": 0.0, "selected_x_range": 0.6770833333333334, "selected_y_range": 0.6979166666666666, "step": 7, "n_elem": 1473, "target_elements": 8000, "gap": 6527, "cutoff_score": 0.8995940089225769, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9757710099220276, "score_mean": 0.1574353128671646, "score_p50": 0.0024409345351159573, "score_p90": 0.7264753580093384, "fraction_gt1": 0.0, "n_inside": 385, "n_interface": 1344, "n_outside": 0, "selected_inside_frac": 0.43137254901960786, "selected_interface_frac": 0.5686274509803921, "selected_outside_frac": 0.0, "selected_x_range": 0.8125, "selected_y_range": 0.9375, "step": 8, "n_elem": 1729, "target_elements": 8000, "gap": 6271, "cutoff_score": 0.9197976589202881, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9782388210296631, "score_mean": 0.15116707980632782, "score_p50": 0.0019329879432916641, "score_p90": 0.6929871439933777, "fraction_gt1": 0.0, "n_inside": 499, "n_interface": 1519, "n_outside": 0, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.9166666666666666, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.84375, "step": 9, "n_elem": 2018, "target_elements": 8000, "gap": 5982, "cutoff_score": 0.9081146121025085, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9748825430870056, "score_mean": 0.14804613590240479, "score_p50": 0.001002139295451343, "score_p90": 0.6607406139373779, "fraction_gt1": 0.0, "n_inside": 531, "n_interface": 1831, "n_outside": 0, "selected_inside_frac": 0.12857142857142856, "selected_interface_frac": 0.8714285714285714, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.96875, "step": 10, "n_elem": 2362, "target_elements": 8000, "gap": 5638, "cutoff_score": 0.8835397958755493, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.982468843460083, "score_mean": 0.13893114030361176, "score_p50": 0.0010292346123605967, "score_p90": 0.6639980673789978, "fraction_gt1": 0.0, "n_inside": 608, "n_interface": 2181, "n_outside": 0, "selected_inside_frac": 0.1686746987951807, "selected_interface_frac": 0.8313253012048193, "selected_outside_frac": 0.0, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.8854166666666666, "step": 11, "n_elem": 2789, "target_elements": 8000, "gap": 5211, "cutoff_score": 0.8847959637641907, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9814808368682861, "score_mean": 0.1319570690393448, "score_p50": 0.001878571230918169, "score_p90": 0.6132850050926208, "fraction_gt1": 0.0, "n_inside": 687, "n_interface": 2574, "n_outside": 0, "selected_inside_frac": 0.20618556701030927, "selected_interface_frac": 0.7938144329896907, "selected_outside_frac": 0.0, "selected_x_range": 0.96875, "selected_y_range": 0.9479166666666667, "step": 12, "n_elem": 3261, "target_elements": 8000, "gap": 4739, "cutoff_score": 0.8626706600189209, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.957587480545044, "score_mean": 0.13184647262096405, "score_p50": 0.0028355710674077272, "score_p90": 0.5908676981925964, "fraction_gt1": 0.0, "n_inside": 824, "n_interface": 3025, "n_outside": 0, "selected_inside_frac": 0.19130434782608696, "selected_interface_frac": 0.808695652173913, "selected_outside_frac": 0.0, "selected_x_range": 0.90625, "selected_y_range": 0.9791666666666667, "step": 13, "n_elem": 3849, "target_elements": 8000, "gap": 4151, "cutoff_score": 0.845250129699707, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9787337779998779, "score_mean": 0.14517740905284882, "score_p50": 0.003184977686032653, "score_p90": 0.6427401304244995, "fraction_gt1": 0.0, "n_inside": 993, "n_interface": 3606, "n_outside": 0, "selected_inside_frac": 0.145985401459854, "selected_interface_frac": 0.8540145985401459, "selected_outside_frac": 0.0, "selected_x_range": 0.875, "selected_y_range": 0.90625, "step": 14, "n_elem": 4599, "target_elements": 8000, "gap": 3401, "cutoff_score": 0.8824692368507385, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9829402565956116, "score_mean": 0.15984630584716797, "score_p50": 0.002860019914805889, "score_p90": 0.6781296133995056, "fraction_gt1": 0.0, "n_inside": 1107, "n_interface": 4254, "n_outside": 0, "selected_inside_frac": 0.2, "selected_interface_frac": 0.8, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9479166666666667, "step": 15, "n_elem": 5361, "target_elements": 8000, "gap": 2639, "cutoff_score": 0.8952045440673828, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9804539084434509, "score_mean": 0.1639963537454605, "score_p50": 0.003402052680030465, "score_p90": 0.7210736870765686, "fraction_gt1": 0.0, "n_inside": 1321, "n_interface": 4950, "n_outside": 0, "selected_inside_frac": 0.23404255319148937, "selected_interface_frac": 0.7659574468085106, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.96875, "step": 16, "n_elem": 6271, "target_elements": 8000, "gap": 1729, "cutoff_score": 0.8995922803878784, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.982296884059906, "score_mean": 0.15913894772529602, "score_p50": 0.004020564258098602, "score_p90": 0.7007918357849121, "fraction_gt1": 0.0, "n_inside": 1570, "n_interface": 5780, "n_outside": 0, "selected_inside_frac": 0.2916666666666667, "selected_interface_frac": 0.7083333333333334, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.921875, "step": 17, "n_elem": 7350, "target_elements": 8000, "gap": 650, "cutoff_score": 0.8929749131202698, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 80, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.09568767663738732, "max_err": 0.17280081966903613, "actual_elements": 8427, "num_steps": 19, "num_solves": 1, "score_stats": [ { "score_max": 4.227579593658447, "score_mean": -1.471489667892456e-07, "score_p50": -0.26671987771987915, "score_p90": -0.06873602420091629, "fraction_gt1": 0.07421875, "n_inside": 22, "n_interface": 490, "n_outside": 0, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 4.170858383178711, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.7658605575561523, "score_mean": -1.4321389585347788e-07, "score_p50": -0.2648969888687134, "score_p90": 0.9224929809570312, "fraction_gt1": 0.09044368600682594, "n_inside": 75, "n_interface": 511, "n_outside": 0, "selected_inside_frac": 0.7058823529411765, "selected_interface_frac": 0.29411764705882354, "selected_outside_frac": 0.0, "selected_x_range": 0.17708333333333337, "selected_y_range": 0.3125, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 2.1533021926879883, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.699018955230713, "score_mean": -1.6845528705289325e-07, "score_p50": -0.042577482759952545, "score_p90": 0.9042503833770752, "fraction_gt1": 0.09259259259259259, "n_inside": 137, "n_interface": 565, "n_outside": 0, "selected_inside_frac": 0.8571428571428571, "selected_interface_frac": 0.14285714285714285, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666669, "selected_y_range": 0.20833333333333326, "step": 2, "n_elem": 702, "target_elements": 8000, "gap": 7298, "cutoff_score": 1.8528069257736206, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.5305612087249756, "score_mean": -2.45500331175208e-07, "score_p50": 0.09128549695014954, "score_p90": 1.0109800100326538, "fraction_gt1": 0.10148514851485149, "n_inside": 214, "n_interface": 594, "n_outside": 0, "selected_inside_frac": 0.08333333333333333, "selected_interface_frac": 0.9166666666666666, "selected_outside_frac": 0.0, "selected_x_range": 0.3958333333333333, "selected_y_range": 0.4166666666666667, "step": 3, "n_elem": 808, "target_elements": 8000, "gap": 7192, "cutoff_score": 1.7132549285888672, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.3075387477874756, "score_mean": -1.9479304569358646e-07, "score_p50": 0.22262661159038544, "score_p90": 0.7512127757072449, "fraction_gt1": 0.06914893617021277, "n_inside": 221, "n_interface": 719, "n_outside": 0, "selected_inside_frac": 0.14285714285714285, "selected_interface_frac": 0.8571428571428571, "selected_outside_frac": 0.0, "selected_x_range": 0.5416666666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 940, "target_elements": 8000, "gap": 7060, "cutoff_score": 1.7463200092315674, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1073780059814453, "score_mean": -8.500717996184903e-08, "score_p50": 0.25793567299842834, "score_p90": 0.755977988243103, "fraction_gt1": 0.0807799442896936, "n_inside": 248, "n_interface": 829, "n_outside": 0, "selected_inside_frac": 0.1875, "selected_interface_frac": 0.8125, "selected_outside_frac": 0.0, "selected_x_range": 0.625, "selected_y_range": 0.4583333333333333, "step": 5, "n_elem": 1077, "target_elements": 8000, "gap": 6923, "cutoff_score": 1.4576294422149658, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1039981842041016, "score_mean": 0.0, "score_p50": -0.18420849740505219, "score_p90": 0.9310572147369385, "fraction_gt1": 0.09033778476040849, "n_inside": 282, "n_interface": 991, "n_outside": 0, "selected_inside_frac": 0.34210526315789475, "selected_interface_frac": 0.6578947368421053, "selected_outside_frac": 0.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.75, "step": 6, "n_elem": 1273, "target_elements": 8000, "gap": 6727, "cutoff_score": 1.380401372909546, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.158226728439331, "score_mean": 4.088088090270503e-08, "score_p50": -0.11479982733726501, "score_p90": 1.031760573387146, "fraction_gt1": 0.10649698593436034, "n_inside": 349, "n_interface": 1144, "n_outside": 0, "selected_inside_frac": 0.20454545454545456, "selected_interface_frac": 0.7954545454545454, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.9375, "step": 7, "n_elem": 1493, "target_elements": 8000, "gap": 6507, "cutoff_score": 1.4437730312347412, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3143110275268555, "score_mean": -1.2441644514638028e-07, "score_p50": -0.41924598813056946, "score_p90": 0.9875689744949341, "fraction_gt1": 0.0978450786255096, "n_inside": 407, "n_interface": 1310, "n_outside": 0, "selected_inside_frac": 0.35294117647058826, "selected_interface_frac": 0.6470588235294118, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.9479166666666667, "step": 8, "n_elem": 1717, "target_elements": 8000, "gap": 6283, "cutoff_score": 1.2641571760177612, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.459005355834961, "score_mean": -9.04224535247522e-08, "score_p50": -0.3694889545440674, "score_p90": 1.163753867149353, "fraction_gt1": 0.14419753086419754, "n_inside": 519, "n_interface": 1506, "n_outside": 0, "selected_inside_frac": 0.4666666666666667, "selected_interface_frac": 0.5333333333333333, "selected_outside_frac": 0.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.8229166666666667, "step": 9, "n_elem": 2025, "target_elements": 8000, "gap": 5975, "cutoff_score": 1.3213250637054443, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.4341721534729004, "score_mean": -1.8073015439767914e-07, "score_p50": -0.26439693570137024, "score_p90": 1.1051527261734009, "fraction_gt1": 0.1065989847715736, "n_inside": 674, "n_interface": 1690, "n_outside": 0, "selected_inside_frac": 0.04285714285714286, "selected_interface_frac": 0.9571428571428572, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.96875, "step": 10, "n_elem": 2364, "target_elements": 8000, "gap": 5636, "cutoff_score": 1.5189141035079956, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.21045184135437, "score_mean": 1.8280840663464915e-07, "score_p50": -0.16592779755592346, "score_p90": 1.0019896030426025, "fraction_gt1": 0.10108573567952078, "n_inside": 691, "n_interface": 1980, "n_outside": 0, "selected_inside_frac": 0.225, "selected_interface_frac": 0.775, "selected_outside_frac": 0.0, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.96875, "step": 11, "n_elem": 2671, "target_elements": 8000, "gap": 5329, "cutoff_score": 1.322674036026001, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.015519142150879, "score_mean": -1.0776673065038267e-07, "score_p50": -0.011012405157089233, "score_p90": 0.9383413791656494, "fraction_gt1": 0.092776886035313, "n_inside": 805, "n_interface": 2310, "n_outside": 0, "selected_inside_frac": 0.021505376344086023, "selected_interface_frac": 0.978494623655914, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.90625, "step": 12, "n_elem": 3115, "target_elements": 8000, "gap": 4885, "cutoff_score": 1.4297152757644653, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.260051727294922, "score_mean": 8.560330400086968e-08, "score_p50": 0.1301216036081314, "score_p90": 0.9925093650817871, "fraction_gt1": 0.0973352033660589, "n_inside": 812, "n_interface": 2753, "n_outside": 0, "selected_inside_frac": 0.3018867924528302, "selected_interface_frac": 0.6981132075471698, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.6666666666666667, "step": 13, "n_elem": 3565, "target_elements": 8000, "gap": 4435, "cutoff_score": 1.5528295040130615, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5104830265045166, "score_mean": -5.9329433810262344e-08, "score_p50": -0.29029977321624756, "score_p90": 0.8896360397338867, "fraction_gt1": 0.08894289185905224, "n_inside": 984, "n_interface": 3131, "n_outside": 0, "selected_inside_frac": 0.5121951219512195, "selected_interface_frac": 0.4878048780487805, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 4115, "target_elements": 8000, "gap": 3885, "cutoff_score": 1.5495760440826416, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.6397194862365723, "score_mean": -1.8042487681668717e-07, "score_p50": -0.24575351178646088, "score_p90": 0.9297464489936829, "fraction_gt1": 0.07580236486486487, "n_inside": 1261, "n_interface": 3475, "n_outside": 0, "selected_inside_frac": 0.14788732394366197, "selected_interface_frac": 0.852112676056338, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 15, "n_elem": 4736, "target_elements": 8000, "gap": 3264, "cutoff_score": 1.5194531679153442, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4292285442352295, "score_mean": -1.1215574602374545e-07, "score_p50": -0.15270592272281647, "score_p90": 0.9124791026115417, "fraction_gt1": 0.07203234105108416, "n_inside": 1375, "n_interface": 4067, "n_outside": 0, "selected_inside_frac": 0.17791411042944785, "selected_interface_frac": 0.8220858895705522, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9479166666666667, "step": 16, "n_elem": 5442, "target_elements": 8000, "gap": 2558, "cutoff_score": 1.4676207304000854, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1968626976013184, "score_mean": 1.9290505193225727e-08, "score_p50": -0.0244562029838562, "score_p90": 0.8995385766029358, "fraction_gt1": 0.07616940581542352, "n_inside": 1540, "n_interface": 4788, "n_outside": 0, "selected_inside_frac": 0.38095238095238093, "selected_interface_frac": 0.6190476190476191, "selected_outside_frac": 0.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9479166666666667, "step": 17, "n_elem": 6328, "target_elements": 8000, "gap": 1672, "cutoff_score": 1.41111421585083, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.260619878768921, "score_mean": -3.337534337788384e-08, "score_p50": 0.052007049322128296, "score_p90": 1.0519661903381348, "fraction_gt1": 0.12276144907723856, "n_inside": 1852, "n_interface": 5463, "n_outside": 0, "selected_inside_frac": 0.273972602739726, "selected_interface_frac": 0.726027397260274, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.921875, "step": 18, "n_elem": 7315, "target_elements": 8000, "gap": 685, "cutoff_score": 1.4661791324615479, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 80, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.06482073056173757, "max_err": 0.22329974260293817, "actual_elements": 2044, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.4572044014930725, "score_mean": 0.26564478874206543, "score_p50": 0.23580822348594666, "score_p90": 0.4572044014930725, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 358, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.37499999999999994, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.4572044014930725, "num_tied_at_cutoff": 69, "score_decreased": null }, { "score_max": 0.4572044014930725, "score_mean": 0.23829776048660278, "score_p50": 0.23580822348594666, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 133, "n_interface": 414, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.2708333333333333, "step": 1, "n_elem": 632, "target_elements": 2000, "gap": 1368, "cutoff_score": 0.4572044014930725, "num_tied_at_cutoff": 33, "score_decreased": true }, { "score_max": 0.4572044014930725, "score_mean": 0.22613388299942017, "score_p50": 0.23580822348594666, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 229, "n_interface": 418, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.22916666666666663, "step": 2, "n_elem": 732, "target_elements": 2000, "gap": 1268, "cutoff_score": 0.3232923448085785, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.2107333391904831, "score_p50": 0.22860220074653625, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 322, "n_interface": 431, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.47916666666666674, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 838, "target_elements": 2000, "gap": 1162, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 410, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.19200840592384338, "score_p50": 0.22860220074653625, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 571, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.625, "step": 4, "n_elem": 980, "target_elements": 2000, "gap": 1020, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 356, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.17598436772823334, "score_p50": 0.16674159467220306, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 735, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.7708333333333333, "step": 5, "n_elem": 1144, "target_elements": 2000, "gap": 856, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 292, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.16181360185146332, "score_p50": 0.11790411174297333, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 932, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1341, "target_elements": 2000, "gap": 659, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 220, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.15041689574718475, "score_p50": 0.11790411174297333, "score_p90": 0.22860220074653625, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 1148, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.9375, "step": 7, "n_elem": 1557, "target_elements": 2000, "gap": 443, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 140, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.1409211903810501, "score_p50": 0.11790411174297333, "score_p90": 0.22860220074653625, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 1338, "n_outside": 135, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1797, "target_elements": 2000, "gap": 203, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 54, "score_decreased": true }, { "score_max": 0.22860220074653625, "score_mean": 0.13499371707439423, "score_p50": 0.11790411174297333, "score_p90": 0.22860220074653625, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 1346, "n_outside": 312, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.32291666666666674, "selected_y_range": 0.3541666666666667, "step": 9, "n_elem": 1982, "target_elements": 2000, "gap": 18, "cutoff_score": 0.22860220074653625, "num_tied_at_cutoff": 203, "score_decreased": true } ], "sample_id": 83, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.05986718692266595, "max_err": 0.22465038136300186, "actual_elements": 2033, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.988832950592041, "score_mean": 0.10231420397758484, "score_p50": 2.2375148489572894e-07, "score_p90": 0.6000185012817383, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 358, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.12500000000000006, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9711912274360657, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9865478873252869, "score_mean": 0.07753472030162811, "score_p50": 7.617565643158741e-06, "score_p90": 0.18594060838222504, "fraction_gt1": 0.0, "n_inside": 129, "n_interface": 374, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666663, "selected_y_range": 0.37499999999999994, "step": 1, "n_elem": 588, "target_elements": 2000, "gap": 1412, "cutoff_score": 0.958835780620575, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9837666749954224, "score_mean": 0.07040291279554367, "score_p50": 0.0002114688541041687, "score_p90": 0.19377905130386353, "fraction_gt1": 0.0, "n_inside": 209, "n_interface": 384, "n_outside": 85, "selected_inside_frac": 0.05, "selected_interface_frac": 0.95, "selected_outside_frac": 0.0, "selected_x_range": 0.21874999999999994, "selected_y_range": 0.4583333333333333, "step": 2, "n_elem": 678, "target_elements": 2000, "gap": 1322, "cutoff_score": 0.7808529734611511, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9851352572441101, "score_mean": 0.17593802511692047, "score_p50": 0.0005042410921305418, "score_p90": 0.824576735496521, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 482, "n_outside": 85, "selected_inside_frac": 0.4782608695652174, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.0, "selected_x_range": 0.46874999999999994, "selected_y_range": 0.29166666666666674, "step": 3, "n_elem": 788, "target_elements": 2000, "gap": 1212, "cutoff_score": 0.9602533578872681, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886387586593628, "score_mean": 0.1920272260904312, "score_p50": 0.00022661250841338187, "score_p90": 0.8787121772766113, "fraction_gt1": 0.0, "n_inside": 286, "n_interface": 542, "n_outside": 88, "selected_inside_frac": 0.4074074074074074, "selected_interface_frac": 0.48148148148148145, "selected_outside_frac": 0.1111111111111111, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 916, "target_elements": 2000, "gap": 1084, "cutoff_score": 0.962742030620575, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9777019023895264, "score_mean": 0.17425929009914398, "score_p50": 0.00013593390758614987, "score_p90": 0.8889164924621582, "fraction_gt1": 0.0, "n_inside": 349, "n_interface": 630, "n_outside": 104, "selected_inside_frac": 0.875, "selected_interface_frac": 0.09375, "selected_outside_frac": 0.03125, "selected_x_range": 0.71875, "selected_y_range": 0.5208333333333333, "step": 5, "n_elem": 1083, "target_elements": 2000, "gap": 917, "cutoff_score": 0.9630512595176697, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9946540594100952, "score_mean": 0.1486591398715973, "score_p50": 0.00032242201268672943, "score_p90": 0.7933368682861328, "fraction_gt1": 0.0, "n_inside": 508, "n_interface": 659, "n_outside": 111, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.5263157894736842, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.6875, "step": 6, "n_elem": 1278, "target_elements": 2000, "gap": 722, "cutoff_score": 0.9565433859825134, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9867746829986572, "score_mean": 0.1288749724626541, "score_p50": 0.0008363041561096907, "score_p90": 0.6740125417709351, "fraction_gt1": 0.0, "n_inside": 598, "n_interface": 768, "n_outside": 121, "selected_inside_frac": 0.3181818181818182, "selected_interface_frac": 0.4318181818181818, "selected_outside_frac": 0.25, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.6979166666666666, "step": 7, "n_elem": 1487, "target_elements": 2000, "gap": 513, "cutoff_score": 0.9232552647590637, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.990079402923584, "score_mean": 0.1190110519528389, "score_p50": 0.00097808672580868, "score_p90": 0.5749855041503906, "fraction_gt1": 0.0, "n_inside": 680, "n_interface": 886, "n_outside": 165, "selected_inside_frac": 0.3137254901960784, "selected_interface_frac": 0.6862745098039216, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1731, "target_elements": 2000, "gap": 269, "cutoff_score": 0.8966287970542908, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 83, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.06099680085768606, "max_err": 0.22991607305650397, "actual_elements": 2074, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 2.906799077987671, "score_mean": 1.8998980522155762e-07, "score_p50": -0.38659024238586426, "score_p90": 1.6617082357406616, "fraction_gt1": 0.140625, "n_inside": 69, "n_interface": 358, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.12500000000000006, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 2.8741655349731445, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.5705080032348633, "score_mean": -9.082612706379223e-08, "score_p50": -0.2723870277404785, "score_p90": 0.4481663107872009, "fraction_gt1": 0.08673469387755102, "n_inside": 129, "n_interface": 374, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666663, "selected_y_range": 0.37499999999999994, "step": 1, "n_elem": 588, "target_elements": 2000, "gap": 1412, "cutoff_score": 3.5117502212524414, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.282808303833008, "score_mean": 2.5318787066908044e-08, "score_p50": -0.18743430078029633, "score_p90": 0.9516360759735107, "fraction_gt1": 0.08702064896755163, "n_inside": 209, "n_interface": 384, "n_outside": 85, "selected_inside_frac": 0.65, "selected_interface_frac": 0.35, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.3541666666666667, "step": 2, "n_elem": 678, "target_elements": 2000, "gap": 1322, "cutoff_score": 2.3425872325897217, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5228004455566406, "score_mean": -1.8931499923269257e-08, "score_p50": -0.012925267219543457, "score_p90": 1.3363479375839233, "fraction_gt1": 0.13647642679900746, "n_inside": 268, "n_interface": 453, "n_outside": 85, "selected_inside_frac": 0.375, "selected_interface_frac": 0.625, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.26041666666666663, "step": 3, "n_elem": 806, "target_elements": 2000, "gap": 1194, "cutoff_score": 1.545823574066162, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.5567243099212646, "score_mean": 3.309932594675047e-08, "score_p50": 0.11545901000499725, "score_p90": 1.3734464645385742, "fraction_gt1": 0.1735357917570499, "n_inside": 306, "n_interface": 531, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 0.7407407407407407, "selected_outside_frac": 0.25925925925925924, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.625, "step": 4, "n_elem": 922, "target_elements": 2000, "gap": 1078, "cutoff_score": 1.5225231647491455, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0201010704040527, "score_mean": 1.989041464867114e-07, "score_p50": -0.3531358242034912, "score_p90": 1.5627391338348389, "fraction_gt1": 0.16945996275605213, "n_inside": 306, "n_interface": 650, "n_outside": 118, "selected_inside_frac": 0.78125, "selected_interface_frac": 0.21875, "selected_outside_frac": 0.0, "selected_x_range": 0.59375, "selected_y_range": 0.5833333333333333, "step": 5, "n_elem": 1074, "target_elements": 2000, "gap": 926, "cutoff_score": 1.659091830253601, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0206799507141113, "score_mean": 7.359544440532773e-08, "score_p50": -0.2959197163581848, "score_p90": 1.6316787004470825, "fraction_gt1": 0.15192926045016078, "n_inside": 420, "n_interface": 706, "n_outside": 118, "selected_inside_frac": 0.5945945945945946, "selected_interface_frac": 0.40540540540540543, "selected_outside_frac": 0.0, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.6458333333333333, "step": 6, "n_elem": 1244, "target_elements": 2000, "gap": 756, "cutoff_score": 1.9364373683929443, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4089653491973877, "score_mean": 1.2698021123469516e-07, "score_p50": -0.1654352843761444, "score_p90": 1.4062398672103882, "fraction_gt1": 0.12968099861303745, "n_inside": 541, "n_interface": 773, "n_outside": 128, "selected_inside_frac": 0.6744186046511628, "selected_interface_frac": 0.16279069767441862, "selected_outside_frac": 0.16279069767441862, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.6666666666666667, "step": 7, "n_elem": 1442, "target_elements": 2000, "gap": 558, "cutoff_score": 2.2961840629577637, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.7998287677764893, "score_mean": 1.652576457900068e-07, "score_p50": -0.5324622988700867, "score_p90": 1.250737190246582, "fraction_gt1": 0.12093862815884476, "n_inside": 668, "n_interface": 830, "n_outside": 164, "selected_inside_frac": 0.2857142857142857, "selected_interface_frac": 0.6122448979591837, "selected_outside_frac": 0.10204081632653061, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.875, "step": 8, "n_elem": 1662, "target_elements": 2000, "gap": 338, "cutoff_score": 2.4061760902404785, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.0721640586853027, "score_mean": 2.0716893800454272e-07, "score_p50": -0.48573529720306396, "score_p90": 1.250035285949707, "fraction_gt1": 0.1629242819843342, "n_inside": 749, "n_interface": 981, "n_outside": 185, "selected_inside_frac": 0.39285714285714285, "selected_interface_frac": 0.35714285714285715, "selected_outside_frac": 0.25, "selected_x_range": 0.8125, "selected_y_range": 0.8958333333333333, "step": 9, "n_elem": 1915, "target_elements": 2000, "gap": 85, "cutoff_score": 2.2231221199035645, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 83, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.06198051006929236, "max_err": 0.2287837330246149, "actual_elements": 4148, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.4572044014930725, "score_mean": 0.26564478874206543, "score_p50": 0.23580822348594666, "score_p90": 0.4572044014930725, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 358, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.37499999999999994, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.4572044014930725, "num_tied_at_cutoff": 69, "score_decreased": null }, { "score_max": 0.4572044014930725, "score_mean": 0.23829776048660278, "score_p50": 0.23580822348594666, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 133, "n_interface": 414, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.2708333333333333, "step": 1, "n_elem": 632, "target_elements": 4000, "gap": 3368, "cutoff_score": 0.4572044014930725, "num_tied_at_cutoff": 33, "score_decreased": true }, { "score_max": 0.4572044014930725, "score_mean": 0.22613388299942017, "score_p50": 0.23580822348594666, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 229, "n_interface": 418, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.22916666666666663, "step": 2, "n_elem": 732, "target_elements": 4000, "gap": 3268, "cutoff_score": 0.3232923448085785, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.2107333391904831, "score_p50": 0.22860220074653625, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 322, "n_interface": 431, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.47916666666666674, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 838, "target_elements": 4000, "gap": 3162, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 410, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.19200840592384338, "score_p50": 0.22860220074653625, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 571, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.625, "step": 4, "n_elem": 980, "target_elements": 4000, "gap": 3020, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 356, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.17598436772823334, "score_p50": 0.16674159467220306, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 735, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.7708333333333333, "step": 5, "n_elem": 1144, "target_elements": 4000, "gap": 2856, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 292, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.16181360185146332, "score_p50": 0.11790411174297333, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 932, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1341, "target_elements": 4000, "gap": 2659, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 220, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.15041689574718475, "score_p50": 0.11790411174297333, "score_p90": 0.22860220074653625, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 1148, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.9375, "step": 7, "n_elem": 1557, "target_elements": 4000, "gap": 2443, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 140, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.1409211903810501, "score_p50": 0.11790411174297333, "score_p90": 0.22860220074653625, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 1338, "n_outside": 135, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1797, "target_elements": 4000, "gap": 2203, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 54, "score_decreased": true }, { "score_max": 0.22860220074653625, "score_mean": 0.13499371707439423, "score_p50": 0.11790411174297333, "score_p90": 0.22860220074653625, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 1346, "n_outside": 312, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.3854166666666667, "step": 9, "n_elem": 1982, "target_elements": 4000, "gap": 2018, "cutoff_score": 0.22860220074653625, "num_tied_at_cutoff": 203, "score_decreased": true }, { "score_max": 0.22860220074653625, "score_mean": 0.12388596683740616, "score_p50": 0.11790411174297333, "score_p90": 0.16164617240428925, "fraction_gt1": 0.0, "n_inside": 571, "n_interface": 1477, "n_outside": 312, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.2604166666666667, "step": 10, "n_elem": 2360, "target_elements": 4000, "gap": 1640, "cutoff_score": 0.22860220074653625, "num_tied_at_cutoff": 98, "score_decreased": true }, { "score_max": 0.22860220074653625, "score_mean": 0.11876687407493591, "score_p50": 0.11790411174297333, "score_p90": 0.16164617240428925, "fraction_gt1": 0.0, "n_inside": 847, "n_interface": 1477, "n_outside": 312, "selected_inside_frac": 0.22784810126582278, "selected_interface_frac": 0.7721518987341772, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2636, "target_elements": 4000, "gap": 1364, "cutoff_score": 0.16674159467220306, "num_tied_at_cutoff": 122, "score_decreased": true }, { "score_max": 0.16674159467220306, "score_mean": 0.11175286769866943, "score_p50": 0.11790411174297333, "score_p90": 0.11790411174297333, "fraction_gt1": 0.0, "n_inside": 915, "n_interface": 1750, "n_outside": 312, "selected_inside_frac": 0.3146067415730337, "selected_interface_frac": 0.34831460674157305, "selected_outside_frac": 0.33707865168539325, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2977, "target_elements": 4000, "gap": 1023, "cutoff_score": 0.16164617240428925, "num_tied_at_cutoff": 123, "score_decreased": true }, { "score_max": 0.16164617240428925, "score_mean": 0.10442272573709488, "score_p50": 0.11430110037326813, "score_p90": 0.11790411174297333, "fraction_gt1": 0.0, "n_inside": 1051, "n_interface": 1924, "n_outside": 421, "selected_inside_frac": 0.8910891089108911, "selected_interface_frac": 0.10891089108910891, "selected_outside_frac": 0.0, "selected_x_range": 0.42708333333333326, "selected_y_range": 0.4270833333333333, "step": 13, "n_elem": 3396, "target_elements": 4000, "gap": 604, "cutoff_score": 0.11790411174297333, "num_tied_at_cutoff": 1292, "score_decreased": true }, { "score_max": 0.11790411174297333, "score_mean": 0.09846790134906769, "score_p50": 0.11430110037326813, "score_p90": 0.11790411174297333, "fraction_gt1": 0.0, "n_inside": 1395, "n_interface": 2000, "n_outside": 421, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.5104166666666667, "step": 14, "n_elem": 3816, "target_elements": 4000, "gap": 184, "cutoff_score": 0.11790411174297333, "num_tied_at_cutoff": 1260, "score_decreased": true } ], "sample_id": 83, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.06286807066523677, "max_err": 0.2270919310542608, "actual_elements": 4163, "num_steps": 14, "num_solves": 1, "score_stats": [ { "score_max": 0.988832950592041, "score_mean": 0.10231420397758484, "score_p50": 2.2375148489572894e-07, "score_p90": 0.6000185012817383, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 358, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.12500000000000006, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9711912274360657, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9865478873252869, "score_mean": 0.07753472030162811, "score_p50": 7.617565643158741e-06, "score_p90": 0.18594060838222504, "fraction_gt1": 0.0, "n_inside": 129, "n_interface": 374, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666663, "selected_y_range": 0.37499999999999994, "step": 1, "n_elem": 588, "target_elements": 4000, "gap": 3412, "cutoff_score": 0.958835780620575, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9837666749954224, "score_mean": 0.07040291279554367, "score_p50": 0.0002114688541041687, "score_p90": 0.19377905130386353, "fraction_gt1": 0.0, "n_inside": 209, "n_interface": 384, "n_outside": 85, "selected_inside_frac": 0.05, "selected_interface_frac": 0.95, "selected_outside_frac": 0.0, "selected_x_range": 0.21874999999999994, "selected_y_range": 0.4583333333333333, "step": 2, "n_elem": 678, "target_elements": 4000, "gap": 3322, "cutoff_score": 0.7808529734611511, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9851352572441101, "score_mean": 0.17593802511692047, "score_p50": 0.0005042410921305418, "score_p90": 0.824576735496521, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 482, "n_outside": 85, "selected_inside_frac": 0.4782608695652174, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.0, "selected_x_range": 0.46874999999999994, "selected_y_range": 0.29166666666666674, "step": 3, "n_elem": 788, "target_elements": 4000, "gap": 3212, "cutoff_score": 0.9602533578872681, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886387586593628, "score_mean": 0.1920272260904312, "score_p50": 0.00022661250841338187, "score_p90": 0.8787121772766113, "fraction_gt1": 0.0, "n_inside": 286, "n_interface": 542, "n_outside": 88, "selected_inside_frac": 0.4074074074074074, "selected_interface_frac": 0.48148148148148145, "selected_outside_frac": 0.1111111111111111, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 916, "target_elements": 4000, "gap": 3084, "cutoff_score": 0.962742030620575, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9777019023895264, "score_mean": 0.17425929009914398, "score_p50": 0.00013593390758614987, "score_p90": 0.8889164924621582, "fraction_gt1": 0.0, "n_inside": 349, "n_interface": 630, "n_outside": 104, "selected_inside_frac": 0.875, "selected_interface_frac": 0.09375, "selected_outside_frac": 0.03125, "selected_x_range": 0.71875, "selected_y_range": 0.5208333333333333, "step": 5, "n_elem": 1083, "target_elements": 4000, "gap": 2917, "cutoff_score": 0.9630512595176697, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9946540594100952, "score_mean": 0.1486591398715973, "score_p50": 0.00032242201268672943, "score_p90": 0.7933368682861328, "fraction_gt1": 0.0, "n_inside": 508, "n_interface": 659, "n_outside": 111, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.5263157894736842, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.6875, "step": 6, "n_elem": 1278, "target_elements": 4000, "gap": 2722, "cutoff_score": 0.9565433859825134, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9867746829986572, "score_mean": 0.1288749724626541, "score_p50": 0.0008363041561096907, "score_p90": 0.6740125417709351, "fraction_gt1": 0.0, "n_inside": 598, "n_interface": 768, "n_outside": 121, "selected_inside_frac": 0.3181818181818182, "selected_interface_frac": 0.4318181818181818, "selected_outside_frac": 0.25, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.6979166666666666, "step": 7, "n_elem": 1487, "target_elements": 4000, "gap": 2513, "cutoff_score": 0.9232552647590637, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.990079402923584, "score_mean": 0.1190110519528389, "score_p50": 0.00097808672580868, "score_p90": 0.5749855041503906, "fraction_gt1": 0.0, "n_inside": 680, "n_interface": 886, "n_outside": 165, "selected_inside_frac": 0.3137254901960784, "selected_interface_frac": 0.6862745098039216, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1731, "target_elements": 4000, "gap": 2269, "cutoff_score": 0.8966287970542908, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9888027310371399, "score_mean": 0.13762401044368744, "score_p50": 0.0016003905329853296, "score_p90": 0.6264175176620483, "fraction_gt1": 0.0, "n_inside": 772, "n_interface": 1096, "n_outside": 165, "selected_inside_frac": 0.16666666666666666, "selected_interface_frac": 0.55, "selected_outside_frac": 0.2833333333333333, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9375, "step": 9, "n_elem": 2033, "target_elements": 4000, "gap": 1967, "cutoff_score": 0.9117987751960754, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9883720278739929, "score_mean": 0.16345414519309998, "score_p50": 0.002061601495370269, "score_p90": 0.779996395111084, "fraction_gt1": 0.0, "n_inside": 836, "n_interface": 1290, "n_outside": 241, "selected_inside_frac": 0.28169014084507044, "selected_interface_frac": 0.676056338028169, "selected_outside_frac": 0.04225352112676056, "selected_x_range": 0.640625, "selected_y_range": 0.8854166666666666, "step": 10, "n_elem": 2367, "target_elements": 4000, "gap": 1633, "cutoff_score": 0.939951479434967, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884302616119385, "score_mean": 0.17156733572483063, "score_p50": 0.0018170650582760572, "score_p90": 0.7874130010604858, "fraction_gt1": 0.0, "n_inside": 958, "n_interface": 1582, "n_outside": 260, "selected_inside_frac": 0.6309523809523809, "selected_interface_frac": 0.30952380952380953, "selected_outside_frac": 0.05952380952380952, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.96875, "step": 11, "n_elem": 2800, "target_elements": 4000, "gap": 1200, "cutoff_score": 0.9455980062484741, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884505271911621, "score_mean": 0.17462782561779022, "score_p50": 0.0014809545828029513, "score_p90": 0.8038174510002136, "fraction_gt1": 0.0, "n_inside": 1236, "n_interface": 1767, "n_outside": 295, "selected_inside_frac": 0.4489795918367347, "selected_interface_frac": 0.42857142857142855, "selected_outside_frac": 0.12244897959183673, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.96875, "step": 12, "n_elem": 3298, "target_elements": 4000, "gap": 702, "cutoff_score": 0.9396247267723083, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9921310544013977, "score_mean": 0.15963943302631378, "score_p50": 0.0008979042759165168, "score_p90": 0.7592089176177979, "fraction_gt1": 0.0, "n_inside": 1492, "n_interface": 2032, "n_outside": 353, "selected_inside_frac": 0.36585365853658536, "selected_interface_frac": 0.6341463414634146, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.8333333333333333, "step": 13, "n_elem": 3877, "target_elements": 4000, "gap": 123, "cutoff_score": 0.9576586484909058, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 83, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.06103681810660765, "max_err": 0.22894264813432802, "actual_elements": 4134, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 2.906799077987671, "score_mean": 1.8998980522155762e-07, "score_p50": -0.38659024238586426, "score_p90": 1.6617082357406616, "fraction_gt1": 0.140625, "n_inside": 69, "n_interface": 358, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.12500000000000006, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 2.8741655349731445, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.5705080032348633, "score_mean": -9.082612706379223e-08, "score_p50": -0.2723870277404785, "score_p90": 0.4481663107872009, "fraction_gt1": 0.08673469387755102, "n_inside": 129, "n_interface": 374, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666663, "selected_y_range": 0.37499999999999994, "step": 1, "n_elem": 588, "target_elements": 4000, "gap": 3412, "cutoff_score": 3.5117502212524414, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.282808303833008, "score_mean": 2.5318787066908044e-08, "score_p50": -0.18743430078029633, "score_p90": 0.9516360759735107, "fraction_gt1": 0.08702064896755163, "n_inside": 209, "n_interface": 384, "n_outside": 85, "selected_inside_frac": 0.65, "selected_interface_frac": 0.35, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.3541666666666667, "step": 2, "n_elem": 678, "target_elements": 4000, "gap": 3322, "cutoff_score": 2.3425872325897217, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5228004455566406, "score_mean": -1.8931499923269257e-08, "score_p50": -0.012925267219543457, "score_p90": 1.3363479375839233, "fraction_gt1": 0.13647642679900746, "n_inside": 268, "n_interface": 453, "n_outside": 85, "selected_inside_frac": 0.375, "selected_interface_frac": 0.625, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.26041666666666663, "step": 3, "n_elem": 806, "target_elements": 4000, "gap": 3194, "cutoff_score": 1.545823574066162, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.5567243099212646, "score_mean": 3.309932594675047e-08, "score_p50": 0.11545901000499725, "score_p90": 1.3734464645385742, "fraction_gt1": 0.1735357917570499, "n_inside": 306, "n_interface": 531, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 0.7407407407407407, "selected_outside_frac": 0.25925925925925924, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.625, "step": 4, "n_elem": 922, "target_elements": 4000, "gap": 3078, "cutoff_score": 1.5225231647491455, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0201010704040527, "score_mean": 1.989041464867114e-07, "score_p50": -0.3531358242034912, "score_p90": 1.5627391338348389, "fraction_gt1": 0.16945996275605213, "n_inside": 306, "n_interface": 650, "n_outside": 118, "selected_inside_frac": 0.78125, "selected_interface_frac": 0.21875, "selected_outside_frac": 0.0, "selected_x_range": 0.59375, "selected_y_range": 0.5833333333333333, "step": 5, "n_elem": 1074, "target_elements": 4000, "gap": 2926, "cutoff_score": 1.659091830253601, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0206799507141113, "score_mean": 7.359544440532773e-08, "score_p50": -0.2959197163581848, "score_p90": 1.6316787004470825, "fraction_gt1": 0.15192926045016078, "n_inside": 420, "n_interface": 706, "n_outside": 118, "selected_inside_frac": 0.5945945945945946, "selected_interface_frac": 0.40540540540540543, "selected_outside_frac": 0.0, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.6458333333333333, "step": 6, "n_elem": 1244, "target_elements": 4000, "gap": 2756, "cutoff_score": 1.9364373683929443, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4089653491973877, "score_mean": 1.2698021123469516e-07, "score_p50": -0.1654352843761444, "score_p90": 1.4062398672103882, "fraction_gt1": 0.12968099861303745, "n_inside": 541, "n_interface": 773, "n_outside": 128, "selected_inside_frac": 0.6744186046511628, "selected_interface_frac": 0.16279069767441862, "selected_outside_frac": 0.16279069767441862, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.6666666666666667, "step": 7, "n_elem": 1442, "target_elements": 4000, "gap": 2558, "cutoff_score": 2.2961840629577637, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.7998287677764893, "score_mean": 1.652576457900068e-07, "score_p50": -0.5324622988700867, "score_p90": 1.250737190246582, "fraction_gt1": 0.12093862815884476, "n_inside": 668, "n_interface": 830, "n_outside": 164, "selected_inside_frac": 0.2857142857142857, "selected_interface_frac": 0.6122448979591837, "selected_outside_frac": 0.10204081632653061, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.875, "step": 8, "n_elem": 1662, "target_elements": 4000, "gap": 2338, "cutoff_score": 2.4061760902404785, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.0721640586853027, "score_mean": 2.0716893800454272e-07, "score_p50": -0.48573529720306396, "score_p90": 1.250035285949707, "fraction_gt1": 0.1629242819843342, "n_inside": 749, "n_interface": 981, "n_outside": 185, "selected_inside_frac": 0.21052631578947367, "selected_interface_frac": 0.6491228070175439, "selected_outside_frac": 0.14035087719298245, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.9375, "step": 9, "n_elem": 1915, "target_elements": 4000, "gap": 2085, "cutoff_score": 2.1208713054656982, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.8149662017822266, "score_mean": -9.570925385560258e-08, "score_p50": -0.3989048898220062, "score_p90": 1.3673714399337769, "fraction_gt1": 0.14695340501792115, "n_inside": 806, "n_interface": 1202, "n_outside": 224, "selected_inside_frac": 0.3181818181818182, "selected_interface_frac": 0.5909090909090909, "selected_outside_frac": 0.09090909090909091, "selected_x_range": 0.96875, "selected_y_range": 0.8854166666666667, "step": 10, "n_elem": 2232, "target_elements": 4000, "gap": 1768, "cutoff_score": 1.8724713325500488, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4196910858154297, "score_mean": 2.355660200237253e-08, "score_p50": -0.26925909519195557, "score_p90": 1.2042418718338013, "fraction_gt1": 0.1543805480509456, "n_inside": 914, "n_interface": 1414, "n_outside": 263, "selected_inside_frac": 0.5324675324675324, "selected_interface_frac": 0.4025974025974026, "selected_outside_frac": 0.06493506493506493, "selected_x_range": 0.96875, "selected_y_range": 0.90625, "step": 11, "n_elem": 2591, "target_elements": 4000, "gap": 1409, "cutoff_score": 1.8407961130142212, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3122382164001465, "score_mean": 2.0550557167098304e-07, "score_p50": -0.1302887499332428, "score_p90": 1.3118535280227661, "fraction_gt1": 0.14814814814814814, "n_inside": 1087, "n_interface": 1592, "n_outside": 291, "selected_inside_frac": 0.5056179775280899, "selected_interface_frac": 0.2696629213483146, "selected_outside_frac": 0.2247191011235955, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 12, "n_elem": 2970, "target_elements": 4000, "gap": 1030, "cutoff_score": 1.7185726165771484, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5048880577087402, "score_mean": 2.883267029574199e-07, "score_p50": 0.038592398166656494, "score_p90": 1.3647809028625488, "fraction_gt1": 0.18452908178328906, "n_inside": 1307, "n_interface": 1710, "n_outside": 370, "selected_inside_frac": 0.12871287128712872, "selected_interface_frac": 0.8118811881188119, "selected_outside_frac": 0.0594059405940594, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.84375, "step": 13, "n_elem": 3387, "target_elements": 4000, "gap": 613, "cutoff_score": 1.5074338912963867, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3310132026672363, "score_mean": 1.5755074400658486e-07, "score_p50": -0.26968634128570557, "score_p90": 1.4826689958572388, "fraction_gt1": 0.16726897263810014, "n_inside": 1365, "n_interface": 2106, "n_outside": 403, "selected_inside_frac": 0.14285714285714285, "selected_interface_frac": 0.6666666666666666, "selected_outside_frac": 0.19047619047619047, "selected_x_range": 0.8333333333333334, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 3874, "target_elements": 4000, "gap": 126, "cutoff_score": 1.6821870803833008, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 83, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.061052471580232, "max_err": 0.23255136324154418, "actual_elements": 8390, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.4572044014930725, "score_mean": 0.26564478874206543, "score_p50": 0.23580822348594666, "score_p90": 0.4572044014930725, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 358, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.375, "selected_y_range": 0.37499999999999994, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.4572044014930725, "num_tied_at_cutoff": 69, "score_decreased": null }, { "score_max": 0.4572044014930725, "score_mean": 0.23829776048660278, "score_p50": 0.23580822348594666, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 133, "n_interface": 414, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2708333333333333, "selected_y_range": 0.2708333333333333, "step": 1, "n_elem": 632, "target_elements": 8000, "gap": 7368, "cutoff_score": 0.4572044014930725, "num_tied_at_cutoff": 33, "score_decreased": true }, { "score_max": 0.4572044014930725, "score_mean": 0.22613388299942017, "score_p50": 0.23580822348594666, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 229, "n_interface": 418, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.22916666666666663, "step": 2, "n_elem": 732, "target_elements": 8000, "gap": 7268, "cutoff_score": 0.3232923448085785, "num_tied_at_cutoff": 28, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.2107333391904831, "score_p50": 0.22860220074653625, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 322, "n_interface": 431, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.47916666666666674, "selected_y_range": 0.5208333333333333, "step": 3, "n_elem": 838, "target_elements": 8000, "gap": 7162, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 410, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.19200840592384338, "score_p50": 0.22860220074653625, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 571, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.625, "step": 4, "n_elem": 980, "target_elements": 8000, "gap": 7020, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 356, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.17598436772823334, "score_p50": 0.16674159467220306, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 735, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.75, "selected_y_range": 0.7708333333333333, "step": 5, "n_elem": 1144, "target_elements": 8000, "gap": 6856, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 292, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.16181360185146332, "score_p50": 0.11790411174297333, "score_p90": 0.23580822348594666, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 932, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.8333333333333333, "step": 6, "n_elem": 1341, "target_elements": 8000, "gap": 6659, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 220, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.15041689574718475, "score_p50": 0.11790411174297333, "score_p90": 0.22860220074653625, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 1148, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9375, "selected_y_range": 0.9375, "step": 7, "n_elem": 1557, "target_elements": 8000, "gap": 6443, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 140, "score_decreased": true }, { "score_max": 0.23580822348594666, "score_mean": 0.1409211903810501, "score_p50": 0.11790411174297333, "score_p90": 0.22860220074653625, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 1338, "n_outside": 135, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9583333333333333, "step": 8, "n_elem": 1797, "target_elements": 8000, "gap": 6203, "cutoff_score": 0.23580822348594666, "num_tied_at_cutoff": 54, "score_decreased": true }, { "score_max": 0.22860220074653625, "score_mean": 0.13499371707439423, "score_p50": 0.11790411174297333, "score_p90": 0.22860220074653625, "fraction_gt1": 0.0, "n_inside": 324, "n_interface": 1346, "n_outside": 312, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666674, "selected_y_range": 0.3854166666666667, "step": 9, "n_elem": 1982, "target_elements": 8000, "gap": 6018, "cutoff_score": 0.22860220074653625, "num_tied_at_cutoff": 203, "score_decreased": true }, { "score_max": 0.22860220074653625, "score_mean": 0.12388596683740616, "score_p50": 0.11790411174297333, "score_p90": 0.16164617240428925, "fraction_gt1": 0.0, "n_inside": 571, "n_interface": 1477, "n_outside": 312, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.2916666666666667, "selected_y_range": 0.2604166666666667, "step": 10, "n_elem": 2360, "target_elements": 8000, "gap": 5640, "cutoff_score": 0.22860220074653625, "num_tied_at_cutoff": 98, "score_decreased": true }, { "score_max": 0.22860220074653625, "score_mean": 0.11876687407493591, "score_p50": 0.11790411174297333, "score_p90": 0.16164617240428925, "fraction_gt1": 0.0, "n_inside": 847, "n_interface": 1477, "n_outside": 312, "selected_inside_frac": 0.22784810126582278, "selected_interface_frac": 0.7721518987341772, "selected_outside_frac": 0.0, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.7708333333333334, "step": 11, "n_elem": 2636, "target_elements": 8000, "gap": 5364, "cutoff_score": 0.16674159467220306, "num_tied_at_cutoff": 122, "score_decreased": true }, { "score_max": 0.16674159467220306, "score_mean": 0.11175286769866943, "score_p50": 0.11790411174297333, "score_p90": 0.11790411174297333, "fraction_gt1": 0.0, "n_inside": 915, "n_interface": 1750, "n_outside": 312, "selected_inside_frac": 0.3146067415730337, "selected_interface_frac": 0.34831460674157305, "selected_outside_frac": 0.33707865168539325, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 12, "n_elem": 2977, "target_elements": 8000, "gap": 5023, "cutoff_score": 0.16164617240428925, "num_tied_at_cutoff": 123, "score_decreased": true }, { "score_max": 0.16164617240428925, "score_mean": 0.10442272573709488, "score_p50": 0.11430110037326813, "score_p90": 0.11790411174297333, "fraction_gt1": 0.0, "n_inside": 1051, "n_interface": 1924, "n_outside": 421, "selected_inside_frac": 0.8910891089108911, "selected_interface_frac": 0.10891089108910891, "selected_outside_frac": 0.0, "selected_x_range": 0.42708333333333326, "selected_y_range": 0.4270833333333333, "step": 13, "n_elem": 3396, "target_elements": 8000, "gap": 4604, "cutoff_score": 0.11790411174297333, "num_tied_at_cutoff": 1292, "score_decreased": true }, { "score_max": 0.11790411174297333, "score_mean": 0.09846790134906769, "score_p50": 0.11430110037326813, "score_p90": 0.11790411174297333, "fraction_gt1": 0.0, "n_inside": 1395, "n_interface": 2000, "n_outside": 421, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5625, "selected_y_range": 0.5625, "step": 14, "n_elem": 3816, "target_elements": 8000, "gap": 4184, "cutoff_score": 0.11790411174297333, "num_tied_at_cutoff": 1260, "score_decreased": true }, { "score_max": 0.11790411174297333, "score_mean": 0.09144677966833115, "score_p50": 0.08337079733610153, "score_p90": 0.11790411174297333, "fraction_gt1": 0.0, "n_inside": 1395, "n_interface": 2516, "n_outside": 421, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.65625, "selected_y_range": 0.65625, "step": 15, "n_elem": 4332, "target_elements": 8000, "gap": 3668, "cutoff_score": 0.11790411174297333, "num_tied_at_cutoff": 1080, "score_decreased": true }, { "score_max": 0.11790411174297333, "score_mean": 0.08527347445487976, "score_p50": 0.08337079733610153, "score_p90": 0.11790411174297333, "fraction_gt1": 0.0, "n_inside": 1395, "n_interface": 3100, "n_outside": 421, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.7916666666666667, "step": 16, "n_elem": 4916, "target_elements": 8000, "gap": 3084, "cutoff_score": 0.11790411174297333, "num_tied_at_cutoff": 878, "score_decreased": true }, { "score_max": 0.11790411174297333, "score_mean": 0.08015092462301254, "score_p50": 0.08082308620214462, "score_p90": 0.11790411174297333, "fraction_gt1": 0.0, "n_inside": 1395, "n_interface": 3716, "n_outside": 421, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.8541666666666667, "step": 17, "n_elem": 5532, "target_elements": 8000, "gap": 2468, "cutoff_score": 0.11790411174297333, "num_tied_at_cutoff": 674, "score_decreased": true }, { "score_max": 0.11790411174297333, "score_mean": 0.07571643590927124, "score_p50": 0.058952055871486664, "score_p90": 0.11430110037326813, "fraction_gt1": 0.0, "n_inside": 1395, "n_interface": 4386, "n_outside": 421, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.9479166666666667, "step": 18, "n_elem": 6202, "target_elements": 8000, "gap": 1798, "cutoff_score": 0.11790411174297333, "num_tied_at_cutoff": 460, "score_decreased": true }, { "score_max": 0.11790411174297333, "score_mean": 0.07186073809862137, "score_p50": 0.058952055871486664, "score_p90": 0.11430110037326813, "fraction_gt1": 0.0, "n_inside": 1395, "n_interface": 5070, "n_outside": 465, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 6930, "target_elements": 8000, "gap": 1070, "cutoff_score": 0.11790411174297333, "num_tied_at_cutoff": 232, "score_decreased": true }, { "score_max": 0.11790411174297333, "score_mean": 0.06888992339372635, "score_p50": 0.058952055871486664, "score_p90": 0.08337079733610153, "fraction_gt1": 0.0, "n_inside": 1395, "n_interface": 5077, "n_outside": 1148, "selected_inside_frac": 0.8888888888888888, "selected_interface_frac": 0.0, "selected_outside_frac": 0.1111111111111111, "selected_x_range": 0.7916666666666667, "selected_y_range": 0.7916666666666667, "step": 20, "n_elem": 7620, "target_elements": 8000, "gap": 380, "cutoff_score": 0.11430110037326813, "num_tied_at_cutoff": 680, "score_decreased": true } ], "sample_id": 83, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.062004119842661236, "max_err": 0.233984146245873, "actual_elements": 8591, "num_steps": 18, "num_solves": 1, "score_stats": [ { "score_max": 0.988832950592041, "score_mean": 0.10231420397758484, "score_p50": 2.2375148489572894e-07, "score_p90": 0.6000185012817383, "fraction_gt1": 0.0, "n_inside": 69, "n_interface": 358, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.12500000000000006, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9711912274360657, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9865478873252869, "score_mean": 0.07753472030162811, "score_p50": 7.617565643158741e-06, "score_p90": 0.18594060838222504, "fraction_gt1": 0.0, "n_inside": 129, "n_interface": 374, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666663, "selected_y_range": 0.37499999999999994, "step": 1, "n_elem": 588, "target_elements": 8000, "gap": 7412, "cutoff_score": 0.958835780620575, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9837666749954224, "score_mean": 0.07040291279554367, "score_p50": 0.0002114688541041687, "score_p90": 0.19377905130386353, "fraction_gt1": 0.0, "n_inside": 209, "n_interface": 384, "n_outside": 85, "selected_inside_frac": 0.05, "selected_interface_frac": 0.95, "selected_outside_frac": 0.0, "selected_x_range": 0.21874999999999994, "selected_y_range": 0.4583333333333333, "step": 2, "n_elem": 678, "target_elements": 8000, "gap": 7322, "cutoff_score": 0.7808529734611511, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9851352572441101, "score_mean": 0.17593802511692047, "score_p50": 0.0005042410921305418, "score_p90": 0.824576735496521, "fraction_gt1": 0.0, "n_inside": 221, "n_interface": 482, "n_outside": 85, "selected_inside_frac": 0.4782608695652174, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.0, "selected_x_range": 0.46874999999999994, "selected_y_range": 0.29166666666666674, "step": 3, "n_elem": 788, "target_elements": 8000, "gap": 7212, "cutoff_score": 0.9602533578872681, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886387586593628, "score_mean": 0.1920272260904312, "score_p50": 0.00022661250841338187, "score_p90": 0.8787121772766113, "fraction_gt1": 0.0, "n_inside": 286, "n_interface": 542, "n_outside": 88, "selected_inside_frac": 0.4074074074074074, "selected_interface_frac": 0.48148148148148145, "selected_outside_frac": 0.1111111111111111, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.6458333333333333, "step": 4, "n_elem": 916, "target_elements": 8000, "gap": 7084, "cutoff_score": 0.962742030620575, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9777019023895264, "score_mean": 0.17425929009914398, "score_p50": 0.00013593390758614987, "score_p90": 0.8889164924621582, "fraction_gt1": 0.0, "n_inside": 349, "n_interface": 630, "n_outside": 104, "selected_inside_frac": 0.875, "selected_interface_frac": 0.09375, "selected_outside_frac": 0.03125, "selected_x_range": 0.71875, "selected_y_range": 0.5208333333333333, "step": 5, "n_elem": 1083, "target_elements": 8000, "gap": 6917, "cutoff_score": 0.9630512595176697, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9946540594100952, "score_mean": 0.1486591398715973, "score_p50": 0.00032242201268672943, "score_p90": 0.7933368682861328, "fraction_gt1": 0.0, "n_inside": 508, "n_interface": 659, "n_outside": 111, "selected_inside_frac": 0.47368421052631576, "selected_interface_frac": 0.5263157894736842, "selected_outside_frac": 0.0, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.6875, "step": 6, "n_elem": 1278, "target_elements": 8000, "gap": 6722, "cutoff_score": 0.9565433859825134, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9867746829986572, "score_mean": 0.1288749724626541, "score_p50": 0.0008363041561096907, "score_p90": 0.6740125417709351, "fraction_gt1": 0.0, "n_inside": 598, "n_interface": 768, "n_outside": 121, "selected_inside_frac": 0.3181818181818182, "selected_interface_frac": 0.4318181818181818, "selected_outside_frac": 0.25, "selected_x_range": 0.8333333333333333, "selected_y_range": 0.6979166666666666, "step": 7, "n_elem": 1487, "target_elements": 8000, "gap": 6513, "cutoff_score": 0.9232552647590637, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.990079402923584, "score_mean": 0.1190110519528389, "score_p50": 0.00097808672580868, "score_p90": 0.5749855041503906, "fraction_gt1": 0.0, "n_inside": 680, "n_interface": 886, "n_outside": 165, "selected_inside_frac": 0.3137254901960784, "selected_interface_frac": 0.6862745098039216, "selected_outside_frac": 0.0, "selected_x_range": 0.78125, "selected_y_range": 0.7708333333333333, "step": 8, "n_elem": 1731, "target_elements": 8000, "gap": 6269, "cutoff_score": 0.8966287970542908, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9888027310371399, "score_mean": 0.13762401044368744, "score_p50": 0.0016003905329853296, "score_p90": 0.6264175176620483, "fraction_gt1": 0.0, "n_inside": 772, "n_interface": 1096, "n_outside": 165, "selected_inside_frac": 0.16666666666666666, "selected_interface_frac": 0.55, "selected_outside_frac": 0.2833333333333333, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9375, "step": 9, "n_elem": 2033, "target_elements": 8000, "gap": 5967, "cutoff_score": 0.9117987751960754, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9883720278739929, "score_mean": 0.16345414519309998, "score_p50": 0.002061601495370269, "score_p90": 0.779996395111084, "fraction_gt1": 0.0, "n_inside": 836, "n_interface": 1290, "n_outside": 241, "selected_inside_frac": 0.28169014084507044, "selected_interface_frac": 0.676056338028169, "selected_outside_frac": 0.04225352112676056, "selected_x_range": 0.640625, "selected_y_range": 0.8854166666666666, "step": 10, "n_elem": 2367, "target_elements": 8000, "gap": 5633, "cutoff_score": 0.939951479434967, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884302616119385, "score_mean": 0.17156733572483063, "score_p50": 0.0018170650582760572, "score_p90": 0.7874130010604858, "fraction_gt1": 0.0, "n_inside": 958, "n_interface": 1582, "n_outside": 260, "selected_inside_frac": 0.6309523809523809, "selected_interface_frac": 0.30952380952380953, "selected_outside_frac": 0.05952380952380952, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.96875, "step": 11, "n_elem": 2800, "target_elements": 8000, "gap": 5200, "cutoff_score": 0.9455980062484741, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884505271911621, "score_mean": 0.17462782561779022, "score_p50": 0.0014809545828029513, "score_p90": 0.8038174510002136, "fraction_gt1": 0.0, "n_inside": 1236, "n_interface": 1767, "n_outside": 295, "selected_inside_frac": 0.4489795918367347, "selected_interface_frac": 0.42857142857142855, "selected_outside_frac": 0.12244897959183673, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.96875, "step": 12, "n_elem": 3298, "target_elements": 8000, "gap": 4702, "cutoff_score": 0.9396247267723083, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9921310544013977, "score_mean": 0.15963943302631378, "score_p50": 0.0008979042759165168, "score_p90": 0.7592089176177979, "fraction_gt1": 0.0, "n_inside": 1492, "n_interface": 2032, "n_outside": 353, "selected_inside_frac": 0.47413793103448276, "selected_interface_frac": 0.5258620689655172, "selected_outside_frac": 0.0, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.9375, "step": 13, "n_elem": 3877, "target_elements": 8000, "gap": 4123, "cutoff_score": 0.9313409924507141, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9901665449142456, "score_mean": 0.15330193936824799, "score_p50": 0.0012128495145589113, "score_p90": 0.7365058660507202, "fraction_gt1": 0.0, "n_inside": 1804, "n_interface": 2394, "n_outside": 368, "selected_inside_frac": 0.375, "selected_interface_frac": 0.5808823529411765, "selected_outside_frac": 0.04411764705882353, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.8958333333333334, "step": 14, "n_elem": 4566, "target_elements": 8000, "gap": 3434, "cutoff_score": 0.9242121577262878, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.990018367767334, "score_mean": 0.14818067848682404, "score_p50": 0.0012343486305326223, "score_p90": 0.7176568508148193, "fraction_gt1": 0.0, "n_inside": 2121, "n_interface": 2814, "n_outside": 408, "selected_inside_frac": 0.4125, "selected_interface_frac": 0.375, "selected_outside_frac": 0.2125, "selected_x_range": 0.9375, "selected_y_range": 0.8125, "step": 15, "n_elem": 5343, "target_elements": 8000, "gap": 2657, "cutoff_score": 0.917514979839325, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9916331768035889, "score_mean": 0.14885851740837097, "score_p50": 0.0016502408543601632, "score_p90": 0.724738359451294, "fraction_gt1": 0.0, "n_inside": 2503, "n_interface": 3189, "n_outside": 551, "selected_inside_frac": 0.3850267379679144, "selected_interface_frac": 0.4919786096256685, "selected_outside_frac": 0.12299465240641712, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 16, "n_elem": 6243, "target_elements": 8000, "gap": 1757, "cutoff_score": 0.9175119400024414, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9886345863342285, "score_mean": 0.15093553066253662, "score_p50": 0.001972819212824106, "score_p90": 0.7048932909965515, "fraction_gt1": 0.0, "n_inside": 2906, "n_interface": 3740, "n_outside": 681, "selected_inside_frac": 0.3013698630136986, "selected_interface_frac": 0.5662100456621004, "selected_outside_frac": 0.1324200913242009, "selected_x_range": 0.953125, "selected_y_range": 0.984375, "step": 17, "n_elem": 7327, "target_elements": 8000, "gap": 673, "cutoff_score": 0.9075214266777039, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 83, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.06219583468663914, "max_err": 0.234551324779599, "actual_elements": 8393, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 2.906799077987671, "score_mean": 1.8998980522155762e-07, "score_p50": -0.38659024238586426, "score_p90": 1.6617082357406616, "fraction_gt1": 0.140625, "n_inside": 69, "n_interface": 358, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.12500000000000006, "selected_y_range": 0.2916666666666667, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 2.8741655349731445, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 3.5705080032348633, "score_mean": -9.082612706379223e-08, "score_p50": -0.2723870277404785, "score_p90": 0.4481663107872009, "fraction_gt1": 0.08673469387755102, "n_inside": 129, "n_interface": 374, "n_outside": 85, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.16666666666666663, "selected_y_range": 0.37499999999999994, "step": 1, "n_elem": 588, "target_elements": 8000, "gap": 7412, "cutoff_score": 3.5117502212524414, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 4.282808303833008, "score_mean": 2.5318787066908044e-08, "score_p50": -0.18743430078029633, "score_p90": 0.9516360759735107, "fraction_gt1": 0.08702064896755163, "n_inside": 209, "n_interface": 384, "n_outside": 85, "selected_inside_frac": 0.65, "selected_interface_frac": 0.35, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.3541666666666667, "step": 2, "n_elem": 678, "target_elements": 8000, "gap": 7322, "cutoff_score": 2.3425872325897217, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5228004455566406, "score_mean": -1.8931499923269257e-08, "score_p50": -0.012925267219543457, "score_p90": 1.3363479375839233, "fraction_gt1": 0.13647642679900746, "n_inside": 268, "n_interface": 453, "n_outside": 85, "selected_inside_frac": 0.375, "selected_interface_frac": 0.625, "selected_outside_frac": 0.0, "selected_x_range": 0.38541666666666663, "selected_y_range": 0.26041666666666663, "step": 3, "n_elem": 806, "target_elements": 8000, "gap": 7194, "cutoff_score": 1.545823574066162, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.5567243099212646, "score_mean": 3.309932594675047e-08, "score_p50": 0.11545901000499725, "score_p90": 1.3734464645385742, "fraction_gt1": 0.1735357917570499, "n_inside": 306, "n_interface": 531, "n_outside": 85, "selected_inside_frac": 0.0, "selected_interface_frac": 0.7407407407407407, "selected_outside_frac": 0.25925925925925924, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.625, "step": 4, "n_elem": 922, "target_elements": 8000, "gap": 7078, "cutoff_score": 1.5225231647491455, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0201010704040527, "score_mean": 1.989041464867114e-07, "score_p50": -0.3531358242034912, "score_p90": 1.5627391338348389, "fraction_gt1": 0.16945996275605213, "n_inside": 306, "n_interface": 650, "n_outside": 118, "selected_inside_frac": 0.78125, "selected_interface_frac": 0.21875, "selected_outside_frac": 0.0, "selected_x_range": 0.59375, "selected_y_range": 0.5833333333333333, "step": 5, "n_elem": 1074, "target_elements": 8000, "gap": 6926, "cutoff_score": 1.659091830253601, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0206799507141113, "score_mean": 7.359544440532773e-08, "score_p50": -0.2959197163581848, "score_p90": 1.6316787004470825, "fraction_gt1": 0.15192926045016078, "n_inside": 420, "n_interface": 706, "n_outside": 118, "selected_inside_frac": 0.5945945945945946, "selected_interface_frac": 0.40540540540540543, "selected_outside_frac": 0.0, "selected_x_range": 0.6354166666666667, "selected_y_range": 0.6458333333333333, "step": 6, "n_elem": 1244, "target_elements": 8000, "gap": 6756, "cutoff_score": 1.9364373683929443, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4089653491973877, "score_mean": 1.2698021123469516e-07, "score_p50": -0.1654352843761444, "score_p90": 1.4062398672103882, "fraction_gt1": 0.12968099861303745, "n_inside": 541, "n_interface": 773, "n_outside": 128, "selected_inside_frac": 0.6744186046511628, "selected_interface_frac": 0.16279069767441862, "selected_outside_frac": 0.16279069767441862, "selected_x_range": 0.7291666666666667, "selected_y_range": 0.6666666666666667, "step": 7, "n_elem": 1442, "target_elements": 8000, "gap": 6558, "cutoff_score": 2.2961840629577637, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.7998287677764893, "score_mean": 1.652576457900068e-07, "score_p50": -0.5324622988700867, "score_p90": 1.250737190246582, "fraction_gt1": 0.12093862815884476, "n_inside": 668, "n_interface": 830, "n_outside": 164, "selected_inside_frac": 0.2857142857142857, "selected_interface_frac": 0.6122448979591837, "selected_outside_frac": 0.10204081632653061, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.875, "step": 8, "n_elem": 1662, "target_elements": 8000, "gap": 6338, "cutoff_score": 2.4061760902404785, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 3.0721640586853027, "score_mean": 2.0716893800454272e-07, "score_p50": -0.48573529720306396, "score_p90": 1.250035285949707, "fraction_gt1": 0.1629242819843342, "n_inside": 749, "n_interface": 981, "n_outside": 185, "selected_inside_frac": 0.21052631578947367, "selected_interface_frac": 0.6491228070175439, "selected_outside_frac": 0.14035087719298245, "selected_x_range": 0.8229166666666667, "selected_y_range": 0.9375, "step": 9, "n_elem": 1915, "target_elements": 8000, "gap": 6085, "cutoff_score": 2.1208713054656982, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.8149662017822266, "score_mean": -9.570925385560258e-08, "score_p50": -0.3989048898220062, "score_p90": 1.3673714399337769, "fraction_gt1": 0.14695340501792115, "n_inside": 806, "n_interface": 1202, "n_outside": 224, "selected_inside_frac": 0.3181818181818182, "selected_interface_frac": 0.5909090909090909, "selected_outside_frac": 0.09090909090909091, "selected_x_range": 0.96875, "selected_y_range": 0.8854166666666667, "step": 10, "n_elem": 2232, "target_elements": 8000, "gap": 5768, "cutoff_score": 1.8724713325500488, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4196910858154297, "score_mean": 2.355660200237253e-08, "score_p50": -0.26925909519195557, "score_p90": 1.2042418718338013, "fraction_gt1": 0.1543805480509456, "n_inside": 914, "n_interface": 1414, "n_outside": 263, "selected_inside_frac": 0.5324675324675324, "selected_interface_frac": 0.4025974025974026, "selected_outside_frac": 0.06493506493506493, "selected_x_range": 0.96875, "selected_y_range": 0.90625, "step": 11, "n_elem": 2591, "target_elements": 8000, "gap": 5409, "cutoff_score": 1.8407961130142212, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3122382164001465, "score_mean": 2.0550557167098304e-07, "score_p50": -0.1302887499332428, "score_p90": 1.3118535280227661, "fraction_gt1": 0.14814814814814814, "n_inside": 1087, "n_interface": 1592, "n_outside": 291, "selected_inside_frac": 0.5056179775280899, "selected_interface_frac": 0.2696629213483146, "selected_outside_frac": 0.2247191011235955, "selected_x_range": 0.96875, "selected_y_range": 0.96875, "step": 12, "n_elem": 2970, "target_elements": 8000, "gap": 5030, "cutoff_score": 1.7185726165771484, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.5048880577087402, "score_mean": 2.883267029574199e-07, "score_p50": 0.038592398166656494, "score_p90": 1.3647809028625488, "fraction_gt1": 0.18452908178328906, "n_inside": 1307, "n_interface": 1710, "n_outside": 370, "selected_inside_frac": 0.12871287128712872, "selected_interface_frac": 0.8118811881188119, "selected_outside_frac": 0.0594059405940594, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.84375, "step": 13, "n_elem": 3387, "target_elements": 8000, "gap": 4613, "cutoff_score": 1.5074338912963867, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3310132026672363, "score_mean": 1.5755074400658486e-07, "score_p50": -0.26968634128570557, "score_p90": 1.4826689958572388, "fraction_gt1": 0.16726897263810014, "n_inside": 1365, "n_interface": 2106, "n_outside": 403, "selected_inside_frac": 0.06896551724137931, "selected_interface_frac": 0.7758620689655172, "selected_outside_frac": 0.15517241379310345, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 3874, "target_elements": 8000, "gap": 4126, "cutoff_score": 1.6252565383911133, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.449272632598877, "score_mean": -5.536068670153327e-08, "score_p50": -0.40130844712257385, "score_p90": 1.5322080850601196, "fraction_gt1": 0.16258503401360544, "n_inside": 1404, "n_interface": 2526, "n_outside": 480, "selected_inside_frac": 0.6742424242424242, "selected_interface_frac": 0.3106060606060606, "selected_outside_frac": 0.015151515151515152, "selected_x_range": 0.9270833333333334, "selected_y_range": 0.7604166666666667, "step": 15, "n_elem": 4410, "target_elements": 8000, "gap": 3590, "cutoff_score": 1.762906789779663, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.4930524826049805, "score_mean": -2.4438501000645374e-08, "score_p50": -0.27532386779785156, "score_p90": 1.470395565032959, "fraction_gt1": 0.14594594594594595, "n_inside": 1742, "n_interface": 2750, "n_outside": 503, "selected_inside_frac": 0.7516778523489933, "selected_interface_frac": 0.2080536912751678, "selected_outside_frac": 0.040268456375838924, "selected_x_range": 0.9375, "selected_y_range": 0.8958333333333334, "step": 16, "n_elem": 4995, "target_elements": 8000, "gap": 3005, "cutoff_score": 1.9607460498809814, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.8094871044158936, "score_mean": -4.288435206944996e-08, "score_p50": -0.18051958084106445, "score_p90": 1.3874636888504028, "fraction_gt1": 0.12822764798875813, "n_inside": 2209, "n_interface": 2946, "n_outside": 538, "selected_inside_frac": 0.6176470588235294, "selected_interface_frac": 0.2647058823529412, "selected_outside_frac": 0.11764705882352941, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.9791666666666667, "step": 17, "n_elem": 5693, "target_elements": 8000, "gap": 2307, "cutoff_score": 2.1480634212493896, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 3.2690069675445557, "score_mean": 1.3154128453152225e-07, "score_p50": -0.08913999795913696, "score_p90": 1.2735586166381836, "fraction_gt1": 0.13054187192118227, "n_inside": 2676, "n_interface": 3197, "n_outside": 623, "selected_inside_frac": 0.35051546391752575, "selected_interface_frac": 0.5051546391752577, "selected_outside_frac": 0.14432989690721648, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 18, "n_elem": 6496, "target_elements": 8000, "gap": 1504, "cutoff_score": 2.016528606414795, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.620849132537842, "score_mean": -8.251339522757917e-08, "score_p50": -0.4522172808647156, "score_p90": 1.3396968841552734, "fraction_gt1": 0.17223198594024605, "n_inside": 3001, "n_interface": 3649, "n_outside": 747, "selected_inside_frac": 0.10945273631840796, "selected_interface_frac": 0.7263681592039801, "selected_outside_frac": 0.16417910447761194, "selected_x_range": 0.8958333333333334, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 7397, "target_elements": 8000, "gap": 603, "cutoff_score": 1.6667630672454834, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 83, "method": "hybrid", "target_elements": 8000 }, { "aw_rel": 0.11832364003925769, "max_err": 0.13662529418230182, "actual_elements": 2020, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 0.8021454215049744, "score_mean": 0.3538990020751953, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 8, "n_interface": 155, "n_outside": 349, "selected_inside_frac": 0.5333333333333333, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.16666666666666674, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 504, "score_decreased": null }, { "score_max": 0.4010727107524872, "score_mean": 0.3314695954322815, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 34, "n_interface": 203, "n_outside": 349, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666669, "selected_y_range": 0.125, "step": 1, "n_elem": 586, "target_elements": 2000, "gap": 1414, "cutoff_score": 0.4010727107524872, "num_tied_at_cutoff": 34, "score_decreased": true }, { "score_max": 0.4010727107524872, "score_mean": 0.2950659990310669, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 105, "n_interface": 248, "n_outside": 349, "selected_inside_frac": 0.19047619047619047, "selected_interface_frac": 0.8095238095238095, "selected_outside_frac": 0.0, "selected_x_range": 0.31249999999999994, "selected_y_range": 0.33333333333333326, "step": 2, "n_elem": 702, "target_elements": 2000, "gap": 1298, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 478, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.2688415050506592, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 354, "n_outside": 349, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.45833333333333326, "step": 3, "n_elem": 826, "target_elements": 2000, "gap": 1174, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 434, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.24790175259113312, "score_p50": 0.2005363553762436, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 486, "n_outside": 349, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 958, "target_elements": 2000, "gap": 1042, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 386, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.22967612743377686, "score_p50": 0.17339195311069489, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 605, "n_outside": 386, "selected_inside_frac": 0.0, "selected_interface_frac": 0.030303030303030304, "selected_outside_frac": 0.9696969696969697, "selected_x_range": 0.75, "selected_y_range": 0.625, "step": 5, "n_elem": 1114, "target_elements": 2000, "gap": 886, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 326, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.21378523111343384, "score_p50": 0.17339195311069489, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 559, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.6875, "step": 6, "n_elem": 1298, "target_elements": 2000, "gap": 702, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 256, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.20102465152740479, "score_p50": 0.17339195311069489, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 756, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7708333333333333, "step": 7, "n_elem": 1495, "target_elements": 2000, "gap": 505, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 184, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.1906011700630188, "score_p50": 0.17339195311069489, "score_p90": 0.24521325528621674, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 966, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.33333333333333337, "step": 8, "n_elem": 1705, "target_elements": 2000, "gap": 295, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 110, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.18221479654312134, "score_p50": 0.17339195311069489, "score_p90": 0.24521325528621674, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 1184, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.20833333333333331, "step": 9, "n_elem": 1923, "target_elements": 2000, "gap": 77, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 32, "score_decreased": true } ], "sample_id": 90, "method": "physics", "target_elements": 2000 }, { "aw_rel": 0.09985296571758746, "max_err": 0.1253001594032189, "actual_elements": 2111, "num_steps": 9, "num_solves": 1, "score_stats": [ { "score_max": 0.9935526847839355, "score_mean": 0.07133924216032028, "score_p50": 3.860219521811814e-08, "score_p90": 0.058746784925460815, "fraction_gt1": 0.0, "n_inside": 8, "n_interface": 155, "n_outside": 349, "selected_inside_frac": 0.5333333333333333, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000006, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 0.9762341380119324, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9900017976760864, "score_mean": 0.1077551618218422, "score_p50": 3.1467925509787165e-07, "score_p90": 0.5914151072502136, "fraction_gt1": 0.0, "n_inside": 33, "n_interface": 200, "n_outside": 349, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666669, "selected_y_range": 0.13541666666666674, "step": 1, "n_elem": 582, "target_elements": 2000, "gap": 1418, "cutoff_score": 0.9598771333694458, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9894866943359375, "score_mean": 0.10842404514551163, "score_p50": 2.630177914397791e-05, "score_p90": 0.5552561283111572, "fraction_gt1": 0.0, "n_inside": 94, "n_interface": 227, "n_outside": 349, "selected_inside_frac": 0.15, "selected_interface_frac": 0.85, "selected_outside_frac": 0.0, "selected_x_range": 0.3229166666666667, "selected_y_range": 0.33333333333333326, "step": 2, "n_elem": 670, "target_elements": 2000, "gap": 1330, "cutoff_score": 0.9593972563743591, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9904739260673523, "score_mean": 0.12082226574420929, "score_p50": 0.0001319700968451798, "score_p90": 0.5920992493629456, "fraction_gt1": 0.0, "n_inside": 111, "n_interface": 324, "n_outside": 353, "selected_inside_frac": 0.08695652173913043, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.391304347826087, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.3125, "step": 3, "n_elem": 788, "target_elements": 2000, "gap": 1212, "cutoff_score": 0.9484294652938843, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884568452835083, "score_mean": 0.14230883121490479, "score_p50": 0.0004431417619343847, "score_p90": 0.6671142578125, "fraction_gt1": 0.0, "n_inside": 120, "n_interface": 410, "n_outside": 391, "selected_inside_frac": 0.48148148148148145, "selected_interface_frac": 0.4074074074074074, "selected_outside_frac": 0.1111111111111111, "selected_x_range": 0.5625, "selected_y_range": 0.39583333333333326, "step": 4, "n_elem": 921, "target_elements": 2000, "gap": 1079, "cutoff_score": 0.9414879679679871, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9879990816116333, "score_mean": 0.14606161415576935, "score_p50": 0.0006529829115606844, "score_p90": 0.6979970335960388, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 468, "n_outside": 414, "selected_inside_frac": 0.375, "selected_interface_frac": 0.46875, "selected_outside_frac": 0.15625, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.4375, "step": 5, "n_elem": 1068, "target_elements": 2000, "gap": 932, "cutoff_score": 0.9172530770301819, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9842098951339722, "score_mean": 0.14146995544433594, "score_p50": 0.0018474144162610173, "score_p90": 0.689215898513794, "fraction_gt1": 0.0, "n_inside": 260, "n_interface": 559, "n_outside": 450, "selected_inside_frac": 0.23684210526315788, "selected_interface_frac": 0.6052631578947368, "selected_outside_frac": 0.15789473684210525, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5416666666666667, "step": 6, "n_elem": 1269, "target_elements": 2000, "gap": 731, "cutoff_score": 0.8997259140014648, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9910827875137329, "score_mean": 0.15282297134399414, "score_p50": 0.003967716358602047, "score_p90": 0.7034679055213928, "fraction_gt1": 0.0, "n_inside": 312, "n_interface": 699, "n_outside": 500, "selected_inside_frac": 0.022222222222222223, "selected_interface_frac": 0.4222222222222222, "selected_outside_frac": 0.5555555555555556, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.6979166666666667, "step": 7, "n_elem": 1511, "target_elements": 2000, "gap": 489, "cutoff_score": 0.9084905385971069, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9765617847442627, "score_mean": 0.1685209572315216, "score_p50": 0.004806197714060545, "score_p90": 0.7409637570381165, "fraction_gt1": 0.0, "n_inside": 325, "n_interface": 809, "n_outside": 653, "selected_inside_frac": 0.11320754716981132, "selected_interface_frac": 0.41509433962264153, "selected_outside_frac": 0.4716981132075472, "selected_x_range": 0.875, "selected_y_range": 0.75, "step": 8, "n_elem": 1787, "target_elements": 2000, "gap": 213, "cutoff_score": 0.9149032831192017, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 90, "method": "neural", "target_elements": 2000 }, { "aw_rel": 0.10341142003699152, "max_err": 0.13253919425653626, "actual_elements": 2041, "num_steps": 10, "num_solves": 1, "score_stats": [ { "score_max": 5.920400619506836, "score_mean": -6.230548024177551e-07, "score_p50": -0.2139771282672882, "score_p90": -0.08964541554450989, "fraction_gt1": 0.06640625, "n_inside": 8, "n_interface": 155, "n_outside": 349, "selected_inside_frac": 0.5333333333333333, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000006, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 2000, "gap": 1488, "cutoff_score": 1.8521262407302856, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.250898838043213, "score_mean": 1.8844080074131853e-08, "score_p50": -0.05480290949344635, "score_p90": 0.40039893984794617, "fraction_gt1": 0.07560137457044673, "n_inside": 33, "n_interface": 200, "n_outside": 349, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.09375000000000006, "selected_y_range": 0.10416666666666674, "step": 1, "n_elem": 582, "target_elements": 2000, "gap": 1418, "cutoff_score": 2.1905593872070312, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2663333415985107, "score_mean": 1.0279124040835086e-07, "score_p50": 0.07972617447376251, "score_p90": 0.7995032668113708, "fraction_gt1": 0.09131736526946108, "n_inside": 97, "n_interface": 222, "n_outside": 349, "selected_inside_frac": 0.35, "selected_interface_frac": 0.65, "selected_outside_frac": 0.0, "selected_x_range": 0.3229166666666667, "selected_y_range": 0.3125, "step": 2, "n_elem": 668, "target_elements": 2000, "gap": 1332, "cutoff_score": 1.8760499954223633, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0080819129943848, "score_mean": -2.8899222570544225e-08, "score_p50": 0.18650533258914948, "score_p90": 0.701931357383728, "fraction_gt1": 0.05808080808080808, "n_inside": 126, "n_interface": 313, "n_outside": 353, "selected_inside_frac": 0.0, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.6521739130434783, "selected_x_range": 0.5625, "selected_y_range": 0.33333333333333326, "step": 3, "n_elem": 792, "target_elements": 2000, "gap": 1208, "cutoff_score": 1.7328094244003296, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9385044574737549, "score_mean": -1.514102621058555e-07, "score_p50": 0.2962300181388855, "score_p90": 0.7335521578788757, "fraction_gt1": 0.044101433296582136, "n_inside": 126, "n_interface": 365, "n_outside": 416, "selected_inside_frac": 0.3333333333333333, "selected_interface_frac": 0.5925925925925926, "selected_outside_frac": 0.07407407407407407, "selected_x_range": 0.5260416666666666, "selected_y_range": 0.28645833333333326, "step": 4, "n_elem": 907, "target_elements": 2000, "gap": 1093, "cutoff_score": 1.0748859643936157, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0299835205078125, "score_mean": -8.516533256397452e-08, "score_p50": -0.12278962135314941, "score_p90": 0.8493532538414001, "fraction_gt1": 0.08093023255813954, "n_inside": 170, "n_interface": 468, "n_outside": 437, "selected_inside_frac": 0.28125, "selected_interface_frac": 0.3125, "selected_outside_frac": 0.40625, "selected_x_range": 0.6875, "selected_y_range": 0.5416666666666667, "step": 5, "n_elem": 1075, "target_elements": 2000, "gap": 925, "cutoff_score": 1.20358407497406, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.950622320175171, "score_mean": -7.271861335311769e-08, "score_p50": -0.35285684466362, "score_p90": 1.0283881425857544, "fraction_gt1": 0.10722795869737888, "n_inside": 219, "n_interface": 536, "n_outside": 504, "selected_inside_frac": 0.02702702702702703, "selected_interface_frac": 0.13513513513513514, "selected_outside_frac": 0.8378378378378378, "selected_x_range": 0.875, "selected_y_range": 0.71875, "step": 6, "n_elem": 1259, "target_elements": 2000, "gap": 741, "cutoff_score": 1.3004428148269653, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1058292388916016, "score_mean": 8.247994287557958e-08, "score_p50": -0.43165671825408936, "score_p90": 1.0916863679885864, "fraction_gt1": 0.1277027027027027, "n_inside": 227, "n_interface": 586, "n_outside": 667, "selected_inside_frac": 0.0, "selected_interface_frac": 0.20454545454545456, "selected_outside_frac": 0.7954545454545454, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1480, "target_elements": 2000, "gap": 520, "cutoff_score": 1.3795335292816162, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3791117668151855, "score_mean": 7.109511557246151e-08, "score_p50": -0.38484105467796326, "score_p90": 1.0905154943466187, "fraction_gt1": 0.168899242865463, "n_inside": 227, "n_interface": 645, "n_outside": 845, "selected_inside_frac": 0.0, "selected_interface_frac": 0.13725490196078433, "selected_outside_frac": 0.8627450980392157, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9479166666666667, "step": 8, "n_elem": 1717, "target_elements": 2000, "gap": 283, "cutoff_score": 1.4570585489273071, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.380946636199951, "score_mean": -1.0904698655167522e-07, "score_p50": -0.3248918056488037, "score_p90": 1.0566266775131226, "fraction_gt1": 0.12506380806533945, "n_inside": 227, "n_interface": 681, "n_outside": 1051, "selected_inside_frac": 0.0, "selected_interface_frac": 0.23076923076923078, "selected_outside_frac": 0.7692307692307693, "selected_x_range": 0.8125, "selected_y_range": 0.9375, "step": 9, "n_elem": 1959, "target_elements": 2000, "gap": 41, "cutoff_score": 1.922045350074768, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 90, "method": "hybrid", "target_elements": 2000 }, { "aw_rel": 0.09387272404139951, "max_err": 0.13588096237378233, "actual_elements": 4148, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 0.8021454215049744, "score_mean": 0.3538990020751953, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 8, "n_interface": 155, "n_outside": 349, "selected_inside_frac": 0.5333333333333333, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.16666666666666674, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 504, "score_decreased": null }, { "score_max": 0.4010727107524872, "score_mean": 0.3314695954322815, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 34, "n_interface": 203, "n_outside": 349, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666669, "selected_y_range": 0.125, "step": 1, "n_elem": 586, "target_elements": 4000, "gap": 3414, "cutoff_score": 0.4010727107524872, "num_tied_at_cutoff": 34, "score_decreased": true }, { "score_max": 0.4010727107524872, "score_mean": 0.2950659990310669, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 105, "n_interface": 248, "n_outside": 349, "selected_inside_frac": 0.19047619047619047, "selected_interface_frac": 0.8095238095238095, "selected_outside_frac": 0.0, "selected_x_range": 0.31249999999999994, "selected_y_range": 0.33333333333333326, "step": 2, "n_elem": 702, "target_elements": 4000, "gap": 3298, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 478, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.2688415050506592, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 354, "n_outside": 349, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.45833333333333326, "step": 3, "n_elem": 826, "target_elements": 4000, "gap": 3174, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 434, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.24790175259113312, "score_p50": 0.2005363553762436, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 486, "n_outside": 349, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 958, "target_elements": 4000, "gap": 3042, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 386, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.22967612743377686, "score_p50": 0.17339195311069489, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 605, "n_outside": 386, "selected_inside_frac": 0.0, "selected_interface_frac": 0.030303030303030304, "selected_outside_frac": 0.9696969696969697, "selected_x_range": 0.75, "selected_y_range": 0.625, "step": 5, "n_elem": 1114, "target_elements": 4000, "gap": 2886, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 326, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.21378523111343384, "score_p50": 0.17339195311069489, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 559, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.6875, "step": 6, "n_elem": 1298, "target_elements": 4000, "gap": 2702, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 256, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.20102465152740479, "score_p50": 0.17339195311069489, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 756, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7708333333333333, "step": 7, "n_elem": 1495, "target_elements": 4000, "gap": 2505, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 184, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.1906011700630188, "score_p50": 0.17339195311069489, "score_p90": 0.24521325528621674, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 966, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.33333333333333337, "step": 8, "n_elem": 1705, "target_elements": 4000, "gap": 2295, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 110, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.18221479654312134, "score_p50": 0.17339195311069489, "score_p90": 0.24521325528621674, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 1184, "selected_inside_frac": 0.22807017543859648, "selected_interface_frac": 0.21052631578947367, "selected_outside_frac": 0.5614035087719298, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8854166666666666, "step": 9, "n_elem": 1923, "target_elements": 4000, "gap": 2077, "cutoff_score": 0.24521325528621674, "num_tied_at_cutoff": 157, "score_decreased": true }, { "score_max": 0.24521325528621674, "score_mean": 0.17274858057498932, "score_p50": 0.17339195311069489, "score_p90": 0.2005363553762436, "fraction_gt1": 0.0, "n_inside": 181, "n_interface": 686, "n_outside": 1295, "selected_inside_frac": 0.0, "selected_interface_frac": 0.328125, "selected_outside_frac": 0.671875, "selected_x_range": 0.8125, "selected_y_range": 0.6458333333333334, "step": 10, "n_elem": 2162, "target_elements": 4000, "gap": 1838, "cutoff_score": 0.24521325528621674, "num_tied_at_cutoff": 128, "score_decreased": true }, { "score_max": 0.24521325528621674, "score_mean": 0.1611994504928589, "score_p50": 0.17339195311069489, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 181, "n_interface": 798, "n_outside": 1485, "selected_inside_frac": 0.1780821917808219, "selected_interface_frac": 0.0, "selected_outside_frac": 0.821917808219178, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2464, "target_elements": 4000, "gap": 1536, "cutoff_score": 0.2005363553762436, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.2005363553762436, "score_mean": 0.1485441029071808, "score_p50": 0.17339195311069489, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 241, "n_interface": 874, "n_outside": 1747, "selected_inside_frac": 0.6588235294117647, "selected_interface_frac": 0.3411764705882353, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333331, "selected_y_range": 0.25, "step": 12, "n_elem": 2862, "target_elements": 4000, "gap": 1138, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 1494, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.1380988359451294, "score_p50": 0.12260662764310837, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 1054, "n_outside": 1747, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3854166666666667, "selected_y_range": 0.40625, "step": 13, "n_elem": 3254, "target_elements": 4000, "gap": 746, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 1432, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.12912395596504211, "score_p50": 0.12260662764310837, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 1466, "n_outside": 1747, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.5104166666666667, "step": 14, "n_elem": 3666, "target_elements": 4000, "gap": 334, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 1286, "score_decreased": true } ], "sample_id": 90, "method": "physics", "target_elements": 4000 }, { "aw_rel": 0.0925966706438707, "max_err": 0.13629912665533778, "actual_elements": 4191, "num_steps": 13, "num_solves": 1, "score_stats": [ { "score_max": 0.9935526847839355, "score_mean": 0.07133924216032028, "score_p50": 3.860219521811814e-08, "score_p90": 0.058746784925460815, "fraction_gt1": 0.0, "n_inside": 8, "n_interface": 155, "n_outside": 349, "selected_inside_frac": 0.5333333333333333, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000006, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 0.9762341380119324, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9900017976760864, "score_mean": 0.1077551618218422, "score_p50": 3.1467925509787165e-07, "score_p90": 0.5914151072502136, "fraction_gt1": 0.0, "n_inside": 33, "n_interface": 200, "n_outside": 349, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666669, "selected_y_range": 0.13541666666666674, "step": 1, "n_elem": 582, "target_elements": 4000, "gap": 3418, "cutoff_score": 0.9598771333694458, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9894866943359375, "score_mean": 0.10842404514551163, "score_p50": 2.630177914397791e-05, "score_p90": 0.5552561283111572, "fraction_gt1": 0.0, "n_inside": 94, "n_interface": 227, "n_outside": 349, "selected_inside_frac": 0.15, "selected_interface_frac": 0.85, "selected_outside_frac": 0.0, "selected_x_range": 0.3229166666666667, "selected_y_range": 0.33333333333333326, "step": 2, "n_elem": 670, "target_elements": 4000, "gap": 3330, "cutoff_score": 0.9593972563743591, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9904739260673523, "score_mean": 0.12082226574420929, "score_p50": 0.0001319700968451798, "score_p90": 0.5920992493629456, "fraction_gt1": 0.0, "n_inside": 111, "n_interface": 324, "n_outside": 353, "selected_inside_frac": 0.08695652173913043, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.391304347826087, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.3125, "step": 3, "n_elem": 788, "target_elements": 4000, "gap": 3212, "cutoff_score": 0.9484294652938843, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884568452835083, "score_mean": 0.14230883121490479, "score_p50": 0.0004431417619343847, "score_p90": 0.6671142578125, "fraction_gt1": 0.0, "n_inside": 120, "n_interface": 410, "n_outside": 391, "selected_inside_frac": 0.48148148148148145, "selected_interface_frac": 0.4074074074074074, "selected_outside_frac": 0.1111111111111111, "selected_x_range": 0.5625, "selected_y_range": 0.39583333333333326, "step": 4, "n_elem": 921, "target_elements": 4000, "gap": 3079, "cutoff_score": 0.9414879679679871, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9879990816116333, "score_mean": 0.14606161415576935, "score_p50": 0.0006529829115606844, "score_p90": 0.6979970335960388, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 468, "n_outside": 414, "selected_inside_frac": 0.375, "selected_interface_frac": 0.46875, "selected_outside_frac": 0.15625, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.4375, "step": 5, "n_elem": 1068, "target_elements": 4000, "gap": 2932, "cutoff_score": 0.9172530770301819, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9842098951339722, "score_mean": 0.14146995544433594, "score_p50": 0.0018474144162610173, "score_p90": 0.689215898513794, "fraction_gt1": 0.0, "n_inside": 260, "n_interface": 559, "n_outside": 450, "selected_inside_frac": 0.23684210526315788, "selected_interface_frac": 0.6052631578947368, "selected_outside_frac": 0.15789473684210525, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5416666666666667, "step": 6, "n_elem": 1269, "target_elements": 4000, "gap": 2731, "cutoff_score": 0.8997259140014648, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9910827875137329, "score_mean": 0.15282297134399414, "score_p50": 0.003967716358602047, "score_p90": 0.7034679055213928, "fraction_gt1": 0.0, "n_inside": 312, "n_interface": 699, "n_outside": 500, "selected_inside_frac": 0.022222222222222223, "selected_interface_frac": 0.4222222222222222, "selected_outside_frac": 0.5555555555555556, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.6979166666666667, "step": 7, "n_elem": 1511, "target_elements": 4000, "gap": 2489, "cutoff_score": 0.9084905385971069, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9765617847442627, "score_mean": 0.1685209572315216, "score_p50": 0.004806197714060545, "score_p90": 0.7409637570381165, "fraction_gt1": 0.0, "n_inside": 325, "n_interface": 809, "n_outside": 653, "selected_inside_frac": 0.11320754716981132, "selected_interface_frac": 0.41509433962264153, "selected_outside_frac": 0.4716981132075472, "selected_x_range": 0.875, "selected_y_range": 0.75, "step": 8, "n_elem": 1787, "target_elements": 4000, "gap": 2213, "cutoff_score": 0.9149032831192017, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9864686727523804, "score_mean": 0.19336843490600586, "score_p50": 0.0029475956689566374, "score_p90": 0.7755799293518066, "fraction_gt1": 0.0, "n_inside": 359, "n_interface": 967, "n_outside": 785, "selected_inside_frac": 0.06349206349206349, "selected_interface_frac": 0.49206349206349204, "selected_outside_frac": 0.4444444444444444, "selected_x_range": 0.9375, "selected_y_range": 0.84375, "step": 9, "n_elem": 2111, "target_elements": 4000, "gap": 1889, "cutoff_score": 0.9197213053703308, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.983628511428833, "score_mean": 0.19279630482196808, "score_p50": 0.001290706335566938, "score_p90": 0.8291851282119751, "fraction_gt1": 0.0, "n_inside": 388, "n_interface": 1150, "n_outside": 965, "selected_inside_frac": 0.17333333333333334, "selected_interface_frac": 0.36, "selected_outside_frac": 0.4666666666666667, "selected_x_range": 0.9375, "selected_y_range": 0.96875, "step": 10, "n_elem": 2503, "target_elements": 4000, "gap": 1497, "cutoff_score": 0.9249439239501953, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9872341752052307, "score_mean": 0.16766801476478577, "score_p50": 0.000707110739313066, "score_p90": 0.8115166425704956, "fraction_gt1": 0.0, "n_inside": 478, "n_interface": 1316, "n_outside": 1178, "selected_inside_frac": 0.449438202247191, "selected_interface_frac": 0.2696629213483146, "selected_outside_frac": 0.2808988764044944, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.96875, "step": 11, "n_elem": 2972, "target_elements": 4000, "gap": 1028, "cutoff_score": 0.9311442971229553, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9913737177848816, "score_mean": 0.14907068014144897, "score_p50": 0.0008637777646072209, "score_p90": 0.7269986271858215, "fraction_gt1": 0.0, "n_inside": 693, "n_interface": 1461, "n_outside": 1353, "selected_inside_frac": 0.2571428571428571, "selected_interface_frac": 0.4857142857142857, "selected_outside_frac": 0.2571428571428571, "selected_x_range": 0.9270833333333334, "selected_y_range": 0.9479166666666667, "step": 12, "n_elem": 3507, "target_elements": 4000, "gap": 493, "cutoff_score": 0.9270665645599365, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 90, "method": "neural", "target_elements": 4000 }, { "aw_rel": 0.09181936382576468, "max_err": 0.1389783425482214, "actual_elements": 4176, "num_steps": 15, "num_solves": 1, "score_stats": [ { "score_max": 5.920400619506836, "score_mean": -6.230548024177551e-07, "score_p50": -0.2139771282672882, "score_p90": -0.08964541554450989, "fraction_gt1": 0.06640625, "n_inside": 8, "n_interface": 155, "n_outside": 349, "selected_inside_frac": 0.5333333333333333, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000006, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 4000, "gap": 3488, "cutoff_score": 1.8521262407302856, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.250898838043213, "score_mean": 1.8844080074131853e-08, "score_p50": -0.05480290949344635, "score_p90": 0.40039893984794617, "fraction_gt1": 0.07560137457044673, "n_inside": 33, "n_interface": 200, "n_outside": 349, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.09375000000000006, "selected_y_range": 0.10416666666666674, "step": 1, "n_elem": 582, "target_elements": 4000, "gap": 3418, "cutoff_score": 2.1905593872070312, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2663333415985107, "score_mean": 1.0279124040835086e-07, "score_p50": 0.07972617447376251, "score_p90": 0.7995032668113708, "fraction_gt1": 0.09131736526946108, "n_inside": 97, "n_interface": 222, "n_outside": 349, "selected_inside_frac": 0.35, "selected_interface_frac": 0.65, "selected_outside_frac": 0.0, "selected_x_range": 0.3229166666666667, "selected_y_range": 0.3125, "step": 2, "n_elem": 668, "target_elements": 4000, "gap": 3332, "cutoff_score": 1.8760499954223633, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0080819129943848, "score_mean": -2.8899222570544225e-08, "score_p50": 0.18650533258914948, "score_p90": 0.701931357383728, "fraction_gt1": 0.05808080808080808, "n_inside": 126, "n_interface": 313, "n_outside": 353, "selected_inside_frac": 0.0, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.6521739130434783, "selected_x_range": 0.5625, "selected_y_range": 0.33333333333333326, "step": 3, "n_elem": 792, "target_elements": 4000, "gap": 3208, "cutoff_score": 1.7328094244003296, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9385044574737549, "score_mean": -1.514102621058555e-07, "score_p50": 0.2962300181388855, "score_p90": 0.7335521578788757, "fraction_gt1": 0.044101433296582136, "n_inside": 126, "n_interface": 365, "n_outside": 416, "selected_inside_frac": 0.3333333333333333, "selected_interface_frac": 0.5925925925925926, "selected_outside_frac": 0.07407407407407407, "selected_x_range": 0.5260416666666666, "selected_y_range": 0.28645833333333326, "step": 4, "n_elem": 907, "target_elements": 4000, "gap": 3093, "cutoff_score": 1.0748859643936157, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0299835205078125, "score_mean": -8.516533256397452e-08, "score_p50": -0.12278962135314941, "score_p90": 0.8493532538414001, "fraction_gt1": 0.08093023255813954, "n_inside": 170, "n_interface": 468, "n_outside": 437, "selected_inside_frac": 0.28125, "selected_interface_frac": 0.3125, "selected_outside_frac": 0.40625, "selected_x_range": 0.6875, "selected_y_range": 0.5416666666666667, "step": 5, "n_elem": 1075, "target_elements": 4000, "gap": 2925, "cutoff_score": 1.20358407497406, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.950622320175171, "score_mean": -7.271861335311769e-08, "score_p50": -0.35285684466362, "score_p90": 1.0283881425857544, "fraction_gt1": 0.10722795869737888, "n_inside": 219, "n_interface": 536, "n_outside": 504, "selected_inside_frac": 0.02702702702702703, "selected_interface_frac": 0.13513513513513514, "selected_outside_frac": 0.8378378378378378, "selected_x_range": 0.875, "selected_y_range": 0.71875, "step": 6, "n_elem": 1259, "target_elements": 4000, "gap": 2741, "cutoff_score": 1.3004428148269653, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1058292388916016, "score_mean": 8.247994287557958e-08, "score_p50": -0.43165671825408936, "score_p90": 1.0916863679885864, "fraction_gt1": 0.1277027027027027, "n_inside": 227, "n_interface": 586, "n_outside": 667, "selected_inside_frac": 0.0, "selected_interface_frac": 0.20454545454545456, "selected_outside_frac": 0.7954545454545454, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1480, "target_elements": 4000, "gap": 2520, "cutoff_score": 1.3795335292816162, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3791117668151855, "score_mean": 7.109511557246151e-08, "score_p50": -0.38484105467796326, "score_p90": 1.0905154943466187, "fraction_gt1": 0.168899242865463, "n_inside": 227, "n_interface": 645, "n_outside": 845, "selected_inside_frac": 0.0, "selected_interface_frac": 0.13725490196078433, "selected_outside_frac": 0.8627450980392157, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9479166666666667, "step": 8, "n_elem": 1717, "target_elements": 4000, "gap": 2283, "cutoff_score": 1.4570585489273071, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.380946636199951, "score_mean": -1.0904698655167522e-07, "score_p50": -0.3248918056488037, "score_p90": 1.0566266775131226, "fraction_gt1": 0.12506380806533945, "n_inside": 227, "n_interface": 681, "n_outside": 1051, "selected_inside_frac": 0.0, "selected_interface_frac": 0.10344827586206896, "selected_outside_frac": 0.896551724137931, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1959, "target_elements": 4000, "gap": 2041, "cutoff_score": 1.560400366783142, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1523282527923584, "score_mean": -2.7946500225084492e-08, "score_p50": -0.2399856448173523, "score_p90": 1.032410740852356, "fraction_gt1": 0.10347985347985347, "n_inside": 227, "n_interface": 716, "n_outside": 1241, "selected_inside_frac": 0.5846153846153846, "selected_interface_frac": 0.18461538461538463, "selected_outside_frac": 0.23076923076923078, "selected_x_range": 0.65625, "selected_y_range": 0.96875, "step": 10, "n_elem": 2184, "target_elements": 4000, "gap": 1816, "cutoff_score": 1.4257756471633911, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.010190486907959, "score_mean": -3.624415612080156e-08, "score_p50": -0.06350298225879669, "score_p90": 0.9008982181549072, "fraction_gt1": 0.08709422011084719, "n_inside": 405, "n_interface": 808, "n_outside": 1313, "selected_inside_frac": 0.16, "selected_interface_frac": 0.7333333333333333, "selected_outside_frac": 0.10666666666666667, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.6041666666666667, "step": 11, "n_elem": 2526, "target_elements": 4000, "gap": 1474, "cutoff_score": 1.3586066961288452, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.051413059234619, "score_mean": 2.1170709629814155e-08, "score_p50": 0.058056920766830444, "score_p90": 0.889435887336731, "fraction_gt1": 0.07180020811654526, "n_inside": 453, "n_interface": 1075, "n_outside": 1355, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5465116279069767, "selected_outside_frac": 0.45348837209302323, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.6666666666666667, "step": 12, "n_elem": 2883, "target_elements": 4000, "gap": 1117, "cutoff_score": 1.4869301319122314, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0035297870635986, "score_mean": -7.418432801387098e-08, "score_p50": 0.18297338485717773, "score_p90": 0.8776243329048157, "fraction_gt1": 0.09480401093892434, "n_inside": 453, "n_interface": 1307, "n_outside": 1531, "selected_inside_frac": 0.3469387755102041, "selected_interface_frac": 0.3673469387755102, "selected_outside_frac": 0.2857142857142857, "selected_x_range": 0.8333333333333334, "selected_y_range": 0.6458333333333334, "step": 13, "n_elem": 3291, "target_elements": 4000, "gap": 709, "cutoff_score": 1.3044931888580322, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1480226516723633, "score_mean": -7.96387737977966e-08, "score_p50": -0.2545506954193115, "score_p90": 0.8856709599494934, "fraction_gt1": 0.07359081419624217, "n_inside": 612, "n_interface": 1533, "n_outside": 1687, "selected_inside_frac": 0.05357142857142857, "selected_interface_frac": 0.39285714285714285, "selected_outside_frac": 0.5535714285714286, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9583333333333334, "step": 14, "n_elem": 3832, "target_elements": 4000, "gap": 168, "cutoff_score": 1.5085391998291016, "num_tied_at_cutoff": 1, "score_decreased": true } ], "sample_id": 90, "method": "hybrid", "target_elements": 4000 }, { "aw_rel": 0.08933323521541779, "max_err": 0.14210702736269643, "actual_elements": 8151, "num_steps": 21, "num_solves": 1, "score_stats": [ { "score_max": 0.8021454215049744, "score_mean": 0.3538990020751953, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 8, "n_interface": 155, "n_outside": 349, "selected_inside_frac": 0.5333333333333333, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.14583333333333331, "selected_y_range": 0.16666666666666674, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 504, "score_decreased": null }, { "score_max": 0.4010727107524872, "score_mean": 0.3314695954322815, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 34, "n_interface": 203, "n_outside": 349, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.13541666666666669, "selected_y_range": 0.125, "step": 1, "n_elem": 586, "target_elements": 8000, "gap": 7414, "cutoff_score": 0.4010727107524872, "num_tied_at_cutoff": 34, "score_decreased": true }, { "score_max": 0.4010727107524872, "score_mean": 0.2950659990310669, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 105, "n_interface": 248, "n_outside": 349, "selected_inside_frac": 0.19047619047619047, "selected_interface_frac": 0.8095238095238095, "selected_outside_frac": 0.0, "selected_x_range": 0.31249999999999994, "selected_y_range": 0.33333333333333326, "step": 2, "n_elem": 702, "target_elements": 8000, "gap": 7298, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 478, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.2688415050506592, "score_p50": 0.34678390622138977, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 354, "n_outside": 349, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.45833333333333326, "selected_y_range": 0.45833333333333326, "step": 3, "n_elem": 826, "target_elements": 8000, "gap": 7174, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 434, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.24790175259113312, "score_p50": 0.2005363553762436, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 486, "n_outside": 349, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.6041666666666667, "selected_y_range": 0.5208333333333333, "step": 4, "n_elem": 958, "target_elements": 8000, "gap": 7042, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 386, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.22967612743377686, "score_p50": 0.17339195311069489, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 605, "n_outside": 386, "selected_inside_frac": 0.0, "selected_interface_frac": 0.030303030303030304, "selected_outside_frac": 0.9696969696969697, "selected_x_range": 0.75, "selected_y_range": 0.625, "step": 5, "n_elem": 1114, "target_elements": 8000, "gap": 6886, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 326, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.21378523111343384, "score_p50": 0.17339195311069489, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 559, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.6875, "step": 6, "n_elem": 1298, "target_elements": 8000, "gap": 6702, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 256, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.20102465152740479, "score_p50": 0.17339195311069489, "score_p90": 0.34678390622138977, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 756, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.7708333333333333, "step": 7, "n_elem": 1495, "target_elements": 8000, "gap": 6505, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 184, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.1906011700630188, "score_p50": 0.17339195311069489, "score_p90": 0.24521325528621674, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 966, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.33333333333333337, "step": 8, "n_elem": 1705, "target_elements": 8000, "gap": 6295, "cutoff_score": 0.34678390622138977, "num_tied_at_cutoff": 110, "score_decreased": true }, { "score_max": 0.34678390622138977, "score_mean": 0.18221479654312134, "score_p50": 0.17339195311069489, "score_p90": 0.24521325528621674, "fraction_gt1": 0.0, "n_inside": 123, "n_interface": 616, "n_outside": 1184, "selected_inside_frac": 0.22807017543859648, "selected_interface_frac": 0.21052631578947367, "selected_outside_frac": 0.5614035087719298, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8854166666666666, "step": 9, "n_elem": 1923, "target_elements": 8000, "gap": 6077, "cutoff_score": 0.24521325528621674, "num_tied_at_cutoff": 157, "score_decreased": true }, { "score_max": 0.24521325528621674, "score_mean": 0.17274858057498932, "score_p50": 0.17339195311069489, "score_p90": 0.2005363553762436, "fraction_gt1": 0.0, "n_inside": 181, "n_interface": 686, "n_outside": 1295, "selected_inside_frac": 0.0, "selected_interface_frac": 0.328125, "selected_outside_frac": 0.671875, "selected_x_range": 0.8125, "selected_y_range": 0.6458333333333334, "step": 10, "n_elem": 2162, "target_elements": 8000, "gap": 5838, "cutoff_score": 0.24521325528621674, "num_tied_at_cutoff": 128, "score_decreased": true }, { "score_max": 0.24521325528621674, "score_mean": 0.1611994504928589, "score_p50": 0.17339195311069489, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 181, "n_interface": 798, "n_outside": 1485, "selected_inside_frac": 0.1780821917808219, "selected_interface_frac": 0.0, "selected_outside_frac": 0.821917808219178, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 11, "n_elem": 2464, "target_elements": 8000, "gap": 5536, "cutoff_score": 0.2005363553762436, "num_tied_at_cutoff": 90, "score_decreased": true }, { "score_max": 0.2005363553762436, "score_mean": 0.1485441029071808, "score_p50": 0.17339195311069489, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 241, "n_interface": 874, "n_outside": 1747, "selected_inside_frac": 0.6588235294117647, "selected_interface_frac": 0.3411764705882353, "selected_outside_frac": 0.0, "selected_x_range": 0.23958333333333331, "selected_y_range": 0.25, "step": 12, "n_elem": 2862, "target_elements": 8000, "gap": 5138, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 1494, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.1380988359451294, "score_p50": 0.12260662764310837, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 1054, "n_outside": 1747, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.3854166666666667, "selected_y_range": 0.40625, "step": 13, "n_elem": 3254, "target_elements": 8000, "gap": 4746, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 1432, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.12912395596504211, "score_p50": 0.12260662764310837, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 1466, "n_outside": 1747, "selected_inside_frac": 0.0, "selected_interface_frac": 1.0, "selected_outside_frac": 0.0, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.5104166666666667, "step": 14, "n_elem": 3666, "target_elements": 8000, "gap": 4334, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 1286, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.12084252387285233, "score_p50": 0.12260662764310837, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 1948, "n_outside": 1747, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5887096774193549, "selected_outside_frac": 0.4112903225806452, "selected_x_range": 0.6875, "selected_y_range": 0.59375, "step": 15, "n_elem": 4148, "target_elements": 8000, "gap": 3852, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 1124, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.11355355381965637, "score_p50": 0.1002681776881218, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 2228, "n_outside": 2007, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.8125, "selected_y_range": 0.6666666666666667, "step": 16, "n_elem": 4688, "target_elements": 8000, "gap": 3312, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 950, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.10731271654367447, "score_p50": 0.08669597655534744, "score_p90": 0.17339195311069489, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 2228, "n_outside": 2599, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9375, "selected_y_range": 0.7291666666666667, "step": 17, "n_elem": 5280, "target_elements": 8000, "gap": 2720, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 750, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.10185249149799347, "score_p50": 0.08669597655534744, "score_p90": 0.14180061221122742, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 2228, "n_outside": 3255, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8229166666666667, "step": 18, "n_elem": 5936, "target_elements": 8000, "gap": 2064, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 528, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.09727077931165695, "score_p50": 0.08669597655534744, "score_p90": 0.12260662764310837, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 2228, "n_outside": 3936, "selected_inside_frac": 0.0, "selected_interface_frac": 0.0, "selected_outside_frac": 1.0, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.35416666666666663, "step": 19, "n_elem": 6617, "target_elements": 8000, "gap": 1383, "cutoff_score": 0.17339195311069489, "num_tied_at_cutoff": 316, "score_decreased": true }, { "score_max": 0.17339195311069489, "score_mean": 0.09343288093805313, "score_p50": 0.08669597655534744, "score_p90": 0.12260662764310837, "fraction_gt1": 0.0, "n_inside": 453, "n_interface": 2228, "n_outside": 4639, "selected_inside_frac": 0.4018264840182648, "selected_interface_frac": 0.1506849315068493, "selected_outside_frac": 0.4474885844748858, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.8177083333333334, "step": 20, "n_elem": 7320, "target_elements": 8000, "gap": 680, "cutoff_score": 0.12260662764310837, "num_tied_at_cutoff": 958, "score_decreased": true } ], "sample_id": 90, "method": "physics", "target_elements": 8000 }, { "aw_rel": 0.08822310799461021, "max_err": 0.1405429995085687, "actual_elements": 8194, "num_steps": 17, "num_solves": 1, "score_stats": [ { "score_max": 0.9935526847839355, "score_mean": 0.07133924216032028, "score_p50": 3.860219521811814e-08, "score_p90": 0.058746784925460815, "fraction_gt1": 0.0, "n_inside": 8, "n_interface": 155, "n_outside": 349, "selected_inside_frac": 0.5333333333333333, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000006, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 0.9762341380119324, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 0.9900017976760864, "score_mean": 0.1077551618218422, "score_p50": 3.1467925509787165e-07, "score_p90": 0.5914151072502136, "fraction_gt1": 0.0, "n_inside": 33, "n_interface": 200, "n_outside": 349, "selected_inside_frac": 0.9411764705882353, "selected_interface_frac": 0.058823529411764705, "selected_outside_frac": 0.0, "selected_x_range": 0.10416666666666669, "selected_y_range": 0.13541666666666674, "step": 1, "n_elem": 582, "target_elements": 8000, "gap": 7418, "cutoff_score": 0.9598771333694458, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9894866943359375, "score_mean": 0.10842404514551163, "score_p50": 2.630177914397791e-05, "score_p90": 0.5552561283111572, "fraction_gt1": 0.0, "n_inside": 94, "n_interface": 227, "n_outside": 349, "selected_inside_frac": 0.15, "selected_interface_frac": 0.85, "selected_outside_frac": 0.0, "selected_x_range": 0.3229166666666667, "selected_y_range": 0.33333333333333326, "step": 2, "n_elem": 670, "target_elements": 8000, "gap": 7330, "cutoff_score": 0.9593972563743591, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9904739260673523, "score_mean": 0.12082226574420929, "score_p50": 0.0001319700968451798, "score_p90": 0.5920992493629456, "fraction_gt1": 0.0, "n_inside": 111, "n_interface": 324, "n_outside": 353, "selected_inside_frac": 0.08695652173913043, "selected_interface_frac": 0.5217391304347826, "selected_outside_frac": 0.391304347826087, "selected_x_range": 0.5104166666666667, "selected_y_range": 0.3125, "step": 3, "n_elem": 788, "target_elements": 8000, "gap": 7212, "cutoff_score": 0.9484294652938843, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9884568452835083, "score_mean": 0.14230883121490479, "score_p50": 0.0004431417619343847, "score_p90": 0.6671142578125, "fraction_gt1": 0.0, "n_inside": 120, "n_interface": 410, "n_outside": 391, "selected_inside_frac": 0.48148148148148145, "selected_interface_frac": 0.4074074074074074, "selected_outside_frac": 0.1111111111111111, "selected_x_range": 0.5625, "selected_y_range": 0.39583333333333326, "step": 4, "n_elem": 921, "target_elements": 8000, "gap": 7079, "cutoff_score": 0.9414879679679871, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9879990816116333, "score_mean": 0.14606161415576935, "score_p50": 0.0006529829115606844, "score_p90": 0.6979970335960388, "fraction_gt1": 0.0, "n_inside": 186, "n_interface": 468, "n_outside": 414, "selected_inside_frac": 0.375, "selected_interface_frac": 0.46875, "selected_outside_frac": 0.15625, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.4375, "step": 5, "n_elem": 1068, "target_elements": 8000, "gap": 6932, "cutoff_score": 0.9172530770301819, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9842098951339722, "score_mean": 0.14146995544433594, "score_p50": 0.0018474144162610173, "score_p90": 0.689215898513794, "fraction_gt1": 0.0, "n_inside": 260, "n_interface": 559, "n_outside": 450, "selected_inside_frac": 0.23684210526315788, "selected_interface_frac": 0.6052631578947368, "selected_outside_frac": 0.15789473684210525, "selected_x_range": 0.6458333333333333, "selected_y_range": 0.5416666666666667, "step": 6, "n_elem": 1269, "target_elements": 8000, "gap": 6731, "cutoff_score": 0.8997259140014648, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9910827875137329, "score_mean": 0.15282297134399414, "score_p50": 0.003967716358602047, "score_p90": 0.7034679055213928, "fraction_gt1": 0.0, "n_inside": 312, "n_interface": 699, "n_outside": 500, "selected_inside_frac": 0.022222222222222223, "selected_interface_frac": 0.4222222222222222, "selected_outside_frac": 0.5555555555555556, "selected_x_range": 0.8541666666666667, "selected_y_range": 0.6979166666666667, "step": 7, "n_elem": 1511, "target_elements": 8000, "gap": 6489, "cutoff_score": 0.9084905385971069, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9765617847442627, "score_mean": 0.1685209572315216, "score_p50": 0.004806197714060545, "score_p90": 0.7409637570381165, "fraction_gt1": 0.0, "n_inside": 325, "n_interface": 809, "n_outside": 653, "selected_inside_frac": 0.11320754716981132, "selected_interface_frac": 0.41509433962264153, "selected_outside_frac": 0.4716981132075472, "selected_x_range": 0.875, "selected_y_range": 0.75, "step": 8, "n_elem": 1787, "target_elements": 8000, "gap": 6213, "cutoff_score": 0.9149032831192017, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9864686727523804, "score_mean": 0.19336843490600586, "score_p50": 0.0029475956689566374, "score_p90": 0.7755799293518066, "fraction_gt1": 0.0, "n_inside": 359, "n_interface": 967, "n_outside": 785, "selected_inside_frac": 0.06349206349206349, "selected_interface_frac": 0.49206349206349204, "selected_outside_frac": 0.4444444444444444, "selected_x_range": 0.9375, "selected_y_range": 0.84375, "step": 9, "n_elem": 2111, "target_elements": 8000, "gap": 5889, "cutoff_score": 0.9197213053703308, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.983628511428833, "score_mean": 0.19279630482196808, "score_p50": 0.001290706335566938, "score_p90": 0.8291851282119751, "fraction_gt1": 0.0, "n_inside": 388, "n_interface": 1150, "n_outside": 965, "selected_inside_frac": 0.17333333333333334, "selected_interface_frac": 0.36, "selected_outside_frac": 0.4666666666666667, "selected_x_range": 0.9375, "selected_y_range": 0.96875, "step": 10, "n_elem": 2503, "target_elements": 8000, "gap": 5497, "cutoff_score": 0.9249439239501953, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9872341752052307, "score_mean": 0.16766801476478577, "score_p50": 0.000707110739313066, "score_p90": 0.8115166425704956, "fraction_gt1": 0.0, "n_inside": 478, "n_interface": 1316, "n_outside": 1178, "selected_inside_frac": 0.449438202247191, "selected_interface_frac": 0.2696629213483146, "selected_outside_frac": 0.2808988764044944, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.96875, "step": 11, "n_elem": 2972, "target_elements": 8000, "gap": 5028, "cutoff_score": 0.9311442971229553, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9913737177848816, "score_mean": 0.14907068014144897, "score_p50": 0.0008637777646072209, "score_p90": 0.7269986271858215, "fraction_gt1": 0.0, "n_inside": 693, "n_interface": 1461, "n_outside": 1353, "selected_inside_frac": 0.2571428571428571, "selected_interface_frac": 0.4857142857142857, "selected_outside_frac": 0.2571428571428571, "selected_x_range": 0.9270833333333334, "selected_y_range": 0.9479166666666667, "step": 12, "n_elem": 3507, "target_elements": 8000, "gap": 4493, "cutoff_score": 0.9270665645599365, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9895786643028259, "score_mean": 0.13517136871814728, "score_p50": 0.0010879832552745938, "score_p90": 0.6438980102539062, "fraction_gt1": 0.0, "n_inside": 860, "n_interface": 1781, "n_outside": 1550, "selected_inside_frac": 0.184, "selected_interface_frac": 0.48, "selected_outside_frac": 0.336, "selected_x_range": 0.9270833333333334, "selected_y_range": 0.9166666666666667, "step": 13, "n_elem": 4191, "target_elements": 8000, "gap": 3809, "cutoff_score": 0.9068530201911926, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9914404153823853, "score_mean": 0.13242480158805847, "score_p50": 0.001597523340024054, "score_p90": 0.6106825470924377, "fraction_gt1": 0.0, "n_inside": 998, "n_interface": 2128, "n_outside": 1798, "selected_inside_frac": 0.12244897959183673, "selected_interface_frac": 0.46938775510204084, "selected_outside_frac": 0.40816326530612246, "selected_x_range": 0.71875, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 4924, "target_elements": 8000, "gap": 3076, "cutoff_score": 0.8733092546463013, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 0.9862728714942932, "score_mean": 0.1569889485836029, "score_p50": 0.0029941066168248653, "score_p90": 0.705251932144165, "fraction_gt1": 0.0, "n_inside": 1105, "n_interface": 2548, "n_outside": 2181, "selected_inside_frac": 0.18285714285714286, "selected_interface_frac": 0.41714285714285715, "selected_outside_frac": 0.4, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.984375, "step": 15, "n_elem": 5834, "target_elements": 8000, "gap": 2166, "cutoff_score": 0.8870604634284973, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 0.9888170957565308, "score_mean": 0.17409291863441467, "score_p50": 0.0027239371556788683, "score_p90": 0.7587898969650269, "fraction_gt1": 0.0, "n_inside": 1327, "n_interface": 3014, "n_outside": 2588, "selected_inside_frac": 0.1642512077294686, "selected_interface_frac": 0.4106280193236715, "selected_outside_frac": 0.4251207729468599, "selected_x_range": 0.9479166666666667, "selected_y_range": 0.859375, "step": 16, "n_elem": 6929, "target_elements": 8000, "gap": 1071, "cutoff_score": 0.9224404692649841, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 90, "method": "neural", "target_elements": 8000 }, { "aw_rel": 0.0895093266538419, "max_err": 0.13997456583582168, "actual_elements": 8215, "num_steps": 20, "num_solves": 1, "score_stats": [ { "score_max": 5.920400619506836, "score_mean": -6.230548024177551e-07, "score_p50": -0.2139771282672882, "score_p90": -0.08964541554450989, "fraction_gt1": 0.06640625, "n_inside": 8, "n_interface": 155, "n_outside": 349, "selected_inside_frac": 0.5333333333333333, "selected_interface_frac": 0.4666666666666667, "selected_outside_frac": 0.0, "selected_x_range": 0.18750000000000006, "selected_y_range": 0.14583333333333326, "step": 0, "n_elem": 512, "target_elements": 8000, "gap": 7488, "cutoff_score": 1.8521262407302856, "num_tied_at_cutoff": 1, "score_decreased": null }, { "score_max": 2.250898838043213, "score_mean": 1.8844080074131853e-08, "score_p50": -0.05480290949344635, "score_p90": 0.40039893984794617, "fraction_gt1": 0.07560137457044673, "n_inside": 33, "n_interface": 200, "n_outside": 349, "selected_inside_frac": 1.0, "selected_interface_frac": 0.0, "selected_outside_frac": 0.0, "selected_x_range": 0.09375000000000006, "selected_y_range": 0.10416666666666674, "step": 1, "n_elem": 582, "target_elements": 8000, "gap": 7418, "cutoff_score": 2.1905593872070312, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.2663333415985107, "score_mean": 1.0279124040835086e-07, "score_p50": 0.07972617447376251, "score_p90": 0.7995032668113708, "fraction_gt1": 0.09131736526946108, "n_inside": 97, "n_interface": 222, "n_outside": 349, "selected_inside_frac": 0.35, "selected_interface_frac": 0.65, "selected_outside_frac": 0.0, "selected_x_range": 0.3229166666666667, "selected_y_range": 0.3125, "step": 2, "n_elem": 668, "target_elements": 8000, "gap": 7332, "cutoff_score": 1.8760499954223633, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0080819129943848, "score_mean": -2.8899222570544225e-08, "score_p50": 0.18650533258914948, "score_p90": 0.701931357383728, "fraction_gt1": 0.05808080808080808, "n_inside": 126, "n_interface": 313, "n_outside": 353, "selected_inside_frac": 0.0, "selected_interface_frac": 0.34782608695652173, "selected_outside_frac": 0.6521739130434783, "selected_x_range": 0.5625, "selected_y_range": 0.33333333333333326, "step": 3, "n_elem": 792, "target_elements": 8000, "gap": 7208, "cutoff_score": 1.7328094244003296, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 1.9385044574737549, "score_mean": -1.514102621058555e-07, "score_p50": 0.2962300181388855, "score_p90": 0.7335521578788757, "fraction_gt1": 0.044101433296582136, "n_inside": 126, "n_interface": 365, "n_outside": 416, "selected_inside_frac": 0.3333333333333333, "selected_interface_frac": 0.5925925925925926, "selected_outside_frac": 0.07407407407407407, "selected_x_range": 0.5260416666666666, "selected_y_range": 0.28645833333333326, "step": 4, "n_elem": 907, "target_elements": 8000, "gap": 7093, "cutoff_score": 1.0748859643936157, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0299835205078125, "score_mean": -8.516533256397452e-08, "score_p50": -0.12278962135314941, "score_p90": 0.8493532538414001, "fraction_gt1": 0.08093023255813954, "n_inside": 170, "n_interface": 468, "n_outside": 437, "selected_inside_frac": 0.28125, "selected_interface_frac": 0.3125, "selected_outside_frac": 0.40625, "selected_x_range": 0.6875, "selected_y_range": 0.5416666666666667, "step": 5, "n_elem": 1075, "target_elements": 8000, "gap": 6925, "cutoff_score": 1.20358407497406, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 1.950622320175171, "score_mean": -7.271861335311769e-08, "score_p50": -0.35285684466362, "score_p90": 1.0283881425857544, "fraction_gt1": 0.10722795869737888, "n_inside": 219, "n_interface": 536, "n_outside": 504, "selected_inside_frac": 0.02702702702702703, "selected_interface_frac": 0.13513513513513514, "selected_outside_frac": 0.8378378378378378, "selected_x_range": 0.875, "selected_y_range": 0.71875, "step": 6, "n_elem": 1259, "target_elements": 8000, "gap": 6741, "cutoff_score": 1.3004428148269653, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.1058292388916016, "score_mean": 8.247994287557958e-08, "score_p50": -0.43165671825408936, "score_p90": 1.0916863679885864, "fraction_gt1": 0.1277027027027027, "n_inside": 227, "n_interface": 586, "n_outside": 667, "selected_inside_frac": 0.0, "selected_interface_frac": 0.20454545454545456, "selected_outside_frac": 0.7954545454545454, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.8333333333333333, "step": 7, "n_elem": 1480, "target_elements": 8000, "gap": 6520, "cutoff_score": 1.3795335292816162, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.3791117668151855, "score_mean": 7.109511557246151e-08, "score_p50": -0.38484105467796326, "score_p90": 1.0905154943466187, "fraction_gt1": 0.168899242865463, "n_inside": 227, "n_interface": 645, "n_outside": 845, "selected_inside_frac": 0.0, "selected_interface_frac": 0.13725490196078433, "selected_outside_frac": 0.8627450980392157, "selected_x_range": 0.9583333333333333, "selected_y_range": 0.9479166666666667, "step": 8, "n_elem": 1717, "target_elements": 8000, "gap": 6283, "cutoff_score": 1.4570585489273071, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.380946636199951, "score_mean": -1.0904698655167522e-07, "score_p50": -0.3248918056488037, "score_p90": 1.0566266775131226, "fraction_gt1": 0.12506380806533945, "n_inside": 227, "n_interface": 681, "n_outside": 1051, "selected_inside_frac": 0.0, "selected_interface_frac": 0.10344827586206896, "selected_outside_frac": 0.896551724137931, "selected_x_range": 0.8958333333333333, "selected_y_range": 0.9583333333333333, "step": 9, "n_elem": 1959, "target_elements": 8000, "gap": 6041, "cutoff_score": 1.560400366783142, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1523282527923584, "score_mean": -2.7946500225084492e-08, "score_p50": -0.2399856448173523, "score_p90": 1.032410740852356, "fraction_gt1": 0.10347985347985347, "n_inside": 227, "n_interface": 716, "n_outside": 1241, "selected_inside_frac": 0.5846153846153846, "selected_interface_frac": 0.18461538461538463, "selected_outside_frac": 0.23076923076923078, "selected_x_range": 0.65625, "selected_y_range": 0.96875, "step": 10, "n_elem": 2184, "target_elements": 8000, "gap": 5816, "cutoff_score": 1.4257756471633911, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.010190486907959, "score_mean": -3.624415612080156e-08, "score_p50": -0.06350298225879669, "score_p90": 0.9008982181549072, "fraction_gt1": 0.08709422011084719, "n_inside": 405, "n_interface": 808, "n_outside": 1313, "selected_inside_frac": 0.16, "selected_interface_frac": 0.7333333333333333, "selected_outside_frac": 0.10666666666666667, "selected_x_range": 0.7083333333333334, "selected_y_range": 0.6041666666666667, "step": 11, "n_elem": 2526, "target_elements": 8000, "gap": 5474, "cutoff_score": 1.3586066961288452, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.051413059234619, "score_mean": 2.1170709629814155e-08, "score_p50": 0.058056920766830444, "score_p90": 0.889435887336731, "fraction_gt1": 0.07180020811654526, "n_inside": 453, "n_interface": 1075, "n_outside": 1355, "selected_inside_frac": 0.0, "selected_interface_frac": 0.5465116279069767, "selected_outside_frac": 0.45348837209302323, "selected_x_range": 0.7708333333333334, "selected_y_range": 0.6666666666666667, "step": 12, "n_elem": 2883, "target_elements": 8000, "gap": 5117, "cutoff_score": 1.4869301319122314, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.0035297870635986, "score_mean": -7.418432801387098e-08, "score_p50": 0.18297338485717773, "score_p90": 0.8776243329048157, "fraction_gt1": 0.09480401093892434, "n_inside": 453, "n_interface": 1307, "n_outside": 1531, "selected_inside_frac": 0.3469387755102041, "selected_interface_frac": 0.3673469387755102, "selected_outside_frac": 0.2857142857142857, "selected_x_range": 0.8333333333333334, "selected_y_range": 0.6458333333333334, "step": 13, "n_elem": 3291, "target_elements": 8000, "gap": 4709, "cutoff_score": 1.3044931888580322, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1480226516723633, "score_mean": -7.96387737977966e-08, "score_p50": -0.2545506954193115, "score_p90": 0.8856709599494934, "fraction_gt1": 0.07359081419624217, "n_inside": 612, "n_interface": 1533, "n_outside": 1687, "selected_inside_frac": 0.13157894736842105, "selected_interface_frac": 0.4473684210526316, "selected_outside_frac": 0.42105263157894735, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 14, "n_elem": 3832, "target_elements": 8000, "gap": 4168, "cutoff_score": 1.3232123851776123, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.1222548484802246, "score_mean": -1.3681945176813315e-07, "score_p50": -0.17871811985969543, "score_p90": 0.8715318441390991, "fraction_gt1": 0.05424792647388478, "n_inside": 691, "n_interface": 1793, "n_outside": 1977, "selected_inside_frac": 0.007518796992481203, "selected_interface_frac": 0.22556390977443608, "selected_outside_frac": 0.7669172932330827, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9791666666666667, "step": 15, "n_elem": 4461, "target_elements": 8000, "gap": 3539, "cutoff_score": 1.2574344873428345, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.014650821685791, "score_mean": -1.6595303975464049e-07, "score_p50": -0.07608546316623688, "score_p90": 0.8700180053710938, "fraction_gt1": 0.05457370363177316, "n_inside": 699, "n_interface": 1973, "n_outside": 2477, "selected_inside_frac": 0.0, "selected_interface_frac": 0.24675324675324675, "selected_outside_frac": 0.7532467532467533, "selected_x_range": 0.875, "selected_y_range": 0.796875, "step": 16, "n_elem": 5149, "target_elements": 8000, "gap": 2851, "cutoff_score": 1.1085655689239502, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.0849058628082275, "score_mean": 6.195413959630969e-08, "score_p50": 0.0429038405418396, "score_p90": 0.9444164037704468, "fraction_gt1": 0.0793435966841482, "n_inside": 699, "n_interface": 2195, "n_outside": 3017, "selected_inside_frac": 0.0, "selected_interface_frac": 0.2937853107344633, "selected_outside_frac": 0.7062146892655368, "selected_x_range": 0.9791666666666667, "selected_y_range": 0.9427083333333333, "step": 17, "n_elem": 5911, "target_elements": 8000, "gap": 2089, "cutoff_score": 1.2362918853759766, "num_tied_at_cutoff": 1, "score_decreased": false }, { "score_max": 2.281561851501465, "score_mean": -7.152208070237975e-08, "score_p50": -0.3602861762046814, "score_p90": 1.0311510562896729, "fraction_gt1": 0.10399882818221766, "n_inside": 699, "n_interface": 2473, "n_outside": 3655, "selected_inside_frac": 0.0, "selected_interface_frac": 0.17647058823529413, "selected_outside_frac": 0.8235294117647058, "selected_x_range": 0.9166666666666667, "selected_y_range": 0.984375, "step": 18, "n_elem": 6827, "target_elements": 8000, "gap": 1173, "cutoff_score": 1.3678724765777588, "num_tied_at_cutoff": 1, "score_decreased": true }, { "score_max": 2.384138345718384, "score_mean": -3.1636727015893484e-08, "score_p50": -0.3773967921733856, "score_p90": 0.9273388385772705, "fraction_gt1": 0.08254503045224829, "n_inside": 699, "n_interface": 2649, "n_outside": 4369, "selected_inside_frac": 0.0, "selected_interface_frac": 0.11702127659574468, "selected_outside_frac": 0.8829787234042553, "selected_x_range": 0.984375, "selected_y_range": 0.9791666666666667, "step": 19, "n_elem": 7717, "target_elements": 8000, "gap": 283, "cutoff_score": 1.6894766092300415, "num_tied_at_cutoff": 1, "score_decreased": false } ], "sample_id": 90, "method": "hybrid", "target_elements": 8000 } ], "summary": { "physics_2000": { "method": "physics", "target_elements": 2000, "mean_actual_elements": 2054.15, "mean_aw_rel": 0.19191804819850916, "std_aw_rel": 0.1703197428922942, "mean_max_err": 0.330128751143988, "std_max_err": 0.329522314499476, "mean_num_steps": 9.45, "mean_num_solves": 1.0, "n_samples": 20 }, "physics_4000": { "method": "physics", "target_elements": 4000, "mean_actual_elements": 4117.65, "mean_aw_rel": 0.14036333333290366, "std_aw_rel": 0.07525490707389265, "mean_max_err": 0.2514125838116022, "std_max_err": 0.12525099417371377, "mean_num_steps": 14.75, "mean_num_solves": 1.0, "n_samples": 20 }, "physics_8000": { "method": "physics", "target_elements": 8000, "mean_actual_elements": 8140.1, "mean_aw_rel": 0.1324716279458789, "std_aw_rel": 0.06625795078209694, "mean_max_err": 0.24183097169481163, "std_max_err": 0.11020178440715264, "mean_num_steps": 20.7, "mean_num_solves": 1.0, "n_samples": 20 }, "neural_2000": { "method": "neural", "target_elements": 2000, "mean_actual_elements": 2096.85, "mean_aw_rel": 0.1595796639035016, "std_aw_rel": 0.10205884445265621, "mean_max_err": 0.2740541685787099, "std_max_err": 0.17851915921112207, "mean_num_steps": 8.9, "mean_num_solves": 1.0, "n_samples": 20 }, "neural_4000": { "method": "neural", "target_elements": 4000, "mean_actual_elements": 4132.25, "mean_aw_rel": 0.1371752914089166, "std_aw_rel": 0.06943556350290432, "mean_max_err": 0.2431483757604584, "std_max_err": 0.11094507797411703, "mean_num_steps": 13.45, "mean_num_solves": 1.0, "n_samples": 20 }, "neural_8000": { "method": "neural", "target_elements": 8000, "mean_actual_elements": 8381.55, "mean_aw_rel": 0.12979719827717448, "std_aw_rel": 0.06506190421394932, "mean_max_err": 0.23760622977313733, "std_max_err": 0.11113546594423793, "mean_num_steps": 17.8, "mean_num_solves": 1.0, "n_samples": 20 }, "hybrid_2000": { "method": "hybrid", "target_elements": 2000, "mean_actual_elements": 2057.25, "mean_aw_rel": 0.15784882381264204, "std_aw_rel": 0.09831761490786742, "mean_max_err": 0.26861893700276673, "std_max_err": 0.1671901878424604, "mean_num_steps": 9.75, "mean_num_solves": 1.0, "n_samples": 20 }, "hybrid_4000": { "method": "hybrid", "target_elements": 4000, "mean_actual_elements": 4119.2, "mean_aw_rel": 0.13574410490458858, "std_aw_rel": 0.06835420698887047, "mean_max_err": 0.24301009392230966, "std_max_err": 0.11187557317000768, "mean_num_steps": 14.65, "mean_num_solves": 1.0, "n_samples": 20 }, "hybrid_8000": { "method": "hybrid", "target_elements": 8000, "mean_actual_elements": 8237.85, "mean_aw_rel": 0.12938610463300348, "std_aw_rel": 0.06468980706208198, "mean_max_err": 0.23828953405579018, "std_max_err": 0.11229675580024906, "mean_num_steps": 19.65, "mean_num_solves": 1.0, "n_samples": 20 } }, "improvements": { "neural_2000": { "mean_aw_rel_improvement_pct": 9.908971480874387, "mean_max_err_improvement_pct": 6.246981811191338, "mean_actual_elements_physics": 2054.15, "mean_actual_elements_method": 2096.85, "n_paired": 20 }, "hybrid_2000": { "mean_aw_rel_improvement_pct": 9.828504704301027, "mean_max_err_improvement_pct": 6.930628388013088, "mean_actual_elements_physics": 2054.15, "mean_actual_elements_method": 2057.25, "n_paired": 20 }, "neural_4000": { "mean_aw_rel_improvement_pct": 1.0938087972636716, "mean_max_err_improvement_pct": 1.3682431867796272, "mean_actual_elements_physics": 4117.65, "mean_actual_elements_method": 4132.25, "n_paired": 20 }, "hybrid_4000": { "mean_aw_rel_improvement_pct": 1.9007446212899786, "mean_max_err_improvement_pct": 1.540541565017435, "mean_actual_elements_physics": 4117.65, "mean_actual_elements_method": 4119.2, "n_paired": 20 }, "neural_8000": { "mean_aw_rel_improvement_pct": 1.8158183167966278, "mean_max_err_improvement_pct": 1.511819089716618, "mean_actual_elements_physics": 8140.1, "mean_actual_elements_method": 8381.55, "n_paired": 20 }, "hybrid_8000": { "mean_aw_rel_improvement_pct": 1.9433789735463147, "mean_max_err_improvement_pct": 1.3436845589790871, "mean_actual_elements_physics": 8140.1, "mean_actual_elements_method": 8237.85, "n_paired": 20 } }, "config": { "checkpoint": "outlook/ckpt/correction.pt", "data_dir": "outlook/data_correction", "target_elements": [ 2000, 4000, 8000 ], "mark_fraction": 0.03, "max_steps": 40, "methods": [ "physics", "neural", "hybrid" ], "alpha": 0.5, "beta": 0.5, "seed": 42, "n_eval_samples": 20 } }