PyExtal example for CBED refinement¶
[ ]:
import numpy as np
import matplotlib.pyplot as plt
from skimage.filters import farid
from pyextal.dinfo import CBEDDiffractionInfo
from pyextal.roi import CBEDROI
from pyextal.optimize import CoarseOptimize, FineOptimize
from pyextal.gof import Chi2_multibackground
plt.rcParams['image.cmap'] = 'inferno'
pyextal package imported. Version: 0.0.1
load data¶
load the input data
load the mtf for the detector
display the data
[ ]:
data = np.fromfile("si04.img", dtype='<f4', offset=8).reshape(1024, 1024).byteswap()
mtf = np.load('YAG 120 CCD MTF.npy')
plt.imshow(data)
<matplotlib.image.AxesImage at 0x79c80ed50c50>
set detector parameters¶
set the detector parameters, check Electron Detection Characteristics of a Slow-Scan CCD Camera, Imaging Plates and Film, and Electron Image Restoration for what the parameters mean
varB
delta
A
g
m
background for Lucy-Richardson deconvolution (currently not used)
[ ]:
[4]:
dtpar = [3.15, 4e-5, 1.2, 2.2, 0.111]
background = 38.0681229
initialize diffraction info class¶
stores dp
initial guess of thickness
additional tilt x and y
geometry scaling
.dat file path
detector parameters
mtf shape
background for Lucy-Richardson deconvolution
[ ]:
dinfo = CBEDDiffractionInfo(data, 3431.99, 0, 0, 226.7, 'Si_systematic.dat', dtpar, mtf, background,)
region of interest parameters:¶
defines the region of interest for refinement
rotation: relative to the xaxis set in .dat
gInclude: list of g-vectors to include in the refinement
dpCenter: of diffraction pattern for simulation as reference point
dpSize: size of the diffraction pattern for simulation
[6]:
rotation = 44.742
dpCenter = [250, 450]
dpSize = [500,1200]
gx: the horizontal axis for simulation
[7]:
roi = CBEDROI(dinfo=dinfo, rotation=rotation, gx=np.array([1,-1,-1]), gInclude=[(-1,1,1),(0,0,0),(1,-1,-1),(2,-2,-2)], dpCenter=dpCenter, dpSize=dpSize)
include beam initialized
group symmetry initialized
select the region of interest for refinement
- regions: define 3 points relative to dpCenter to defeine a parallelogram, multiple regions can be defined, [[region1_top_left, region1_top_right, region1_bottom_left, pixels],[region2_top_left, region2_top_right, region2_bottom_left], …]region_top_left = [row, column]pixels = [pixels_row, pixels_column]
mask: whether to include the region for each reflection selected in nthgx [[region1_beam1, region1_beam2, …], [region2_beam1, region2_beam2, …], …], 1 include, 0 exclude
[8]:
roi.selectROI(np.array([[[-80,-80], [-80, 80], [80,-80], [160,160]]]))
roi.displayROI()
initialize coarse refine¶
only support rectangular ROI, and only one region
[9]:
coarse = CoarseOptimize(dinfo=dinfo, roi=roi, searchRadius=0.7, nx=60)
[10]:
coarse.optimizeOrientationThickness()
Optimization terminated successfully;
The returned value satisfies the termination criteria
(using xtol = 0.001 )
thickness: 3433.1703399999997, gl: 226.7, tiltY: -0.018218052064882362, tiltX: 0.0060726840216274725
[11]:
coarse.displayCoarseSearch()
[ ]:
roi.selectROI(np.array([
[[61.48970, -80.59588], [61.48970, 104.16463], [61.48970, -80.59588], [101, 1]],
[[16.15227, -85.27648], [11.25240, 83.03997], [16.15227, -85.27648], [101, 1]],
[[59.41647, -44.46745], [25.42195, -44.45989], [59.41647, -44.46745], [21, 1]],
[[59.41647, 68.88256], [25.42195, 68.89011], [59.41647, 68.88256], [21, 1]],]),
mask=np.array([[1,1,1,1],[0,0,1,1],[0,0,0,1],[0,0,1,0], ]))
roi.displayROI()
initialize fine refine for structure factor¶
reflections: list of reflections to refine
errorFunc: error function to use for refinement, define in gof.py, if developing new error function, inherit from BaseGOF ABC.
perturbROI: allow shift or rotation or scale of the region of interest
shift disk: allow region of interest to shift different for each beam selected by nthgx
[14]:
fine = FineOptimize(dinfo=dinfo,
roi=roi,
reflections=[(1,-1,-1),(2,-2,-2)],
sfMask=np.array([[True, True], [True, False]]),
errorFunc=Chi2_multibackground(dinfo),
perturbROI=True,
shiftDisk=False,
symUpdate=False,
)
# fine.getx0()
[15]:
extal = np.array([[0.0471822, 0, 0.831778E-03, 180],
[0.963641E-03, 180, 0, 0],])
fine.getx0(extal[:,::2])
fine.getRange(np.array([[[0.045, 0.0005], [0.0009,0.00]], [[0.05, 0.001],[0.0011, 0.00]]]))
setting the initial value and normalization range to:
beam: (1, -1, -1)
lower value upper
U : 4.5000000e-02 4.7182200e-02 5.0000000e-02
UA: 5.0000000e-04 8.3177800e-04 1.0000000e-03
------------------------------
beam: (2, -2, -2)
lower value upper
U : 9.0000000e-04 9.6364100e-04 1.1000000e-03
UA: 0.0000000e+00 0.0000000e+00 0.0000000e+00
------------------------------
[ ]:
fine.display([0,])
(1, -1, -1): U 0.0471822 UA 0.0008318
(2, -2, -2): U 0.0009636 UA 0.0000000
Chi Square background for each disk: 3.51688
No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
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366.01144 , 402.4035 , 370.53946 , 269.67117 ,
139.17679 , 45.314438, 17.95126 , 74.413345,
201.20567 ]],
[[1867.2886 , 2128.3823 , 2245.9805 , 2124.8452 ,
1827.3242 , 1528.9255 , 1264.7424 , 1046.5273 ,
975.426 , 1071.2681 , 1262.655 , 1477.4862 ,
1670.2295 , 1810.0884 , 1870.5002 , 1836.7678 ,
1717.1831 , 1604.8875 , 1493.1185 , 1363.2063 ,
1307.4586 , 1309.3989 , 1309.462 , 1323.693 ,
1303.9456 , 1271.4125 , 1307.6838 , 1334.9866 ,
1274.4199 , 1132.6095 , 1011.19714 , 883.63074 ,
843.6521 , 798.06067 , 754.2333 , 1048.6317 ,
1217.122 , 1062.9664 , 1292.9178 , 1629.4978 ,
1534.0166 , 1302.5848 , 1143.8445 , 1004.09143 ,
924.8054 , 787.7538 , 832.9142 , 930.92456 ,
922.27563 , 895.0355 , 811.5868 , 757.959 ,
732.2379 , 795.25525 , 920.01587 , 1000.0416 ,
1037.3658 , 1128.7014 , 1229.1456 , 1336.7853 ,
1466.2385 , 1561.2463 , 1611.3457 , 1596.707 ,
1590.0125 , 1548.2395 , 1519.2169 , 1541.4028 ,
1542.202 , 1579.0028 , 1545.9467 , 1529.9409 ,
1500.4631 , 1384.152 , 1320.8059 , 1173.564 ,
1137.591 , 1000.4402 , 706.1449 , 977.59424 ,
1287.2157 , 1246.5067 , 1196.4327 , 1184.7615 ,
1188.5256 , 1242.4744 , 1446.7842 , 991.4595 ,
404.804 , 847.52075 , 1049.6886 , 905.09753 ,
979.59094 , 999.0615 , 1144.938 , 1267.2582 ,
1414.2413 , 1517.657 , 1535.8816 , 1473.4082 ,
1321.684 ]],
[[ 177.24915 , 88.077286, 76.80632 , 163.14767 ,
317.51 , 481.5927 , 628.19196 , 724.64233 ,
732.08417 , 684.4248 , 617.18225 , 558.814 ,
536.3559 , 520.2435 , 489.45306 , 451.87433 ,
398.8302 , 308.7246 , 276.9834 , 314.72748 ,
327.1256 , 325.47827 , 315.61902 , 292.02866 ,
354.9054 , 480.34314 , 540.3036 , 549.878 ,
525.8814 , 475.00293 , 373.64648 , 289.87933 ,
216.81294 , 90.827415, 45.45144 , 57.826565,
47.325348, 44.403526, 51.618797, 75.11218 ,
72.6615 , 94.78439 , 158.3529 , 240.18262 ,
362.1137 , 524.3763 , 652.1654 , 757.82385 ,
859.5843 , 866.2602 , 802.08215 , 722.86725 ,
662.2816 , 642.32007 , 644.6333 , 635.86865 ,
615.04346 , 564.0039 , 454.29706 , 334.70306 ,
225.4199 , 149.79901 , 105.598114, 83.16397 ,
77.38105 , 74.82186 , 71.81256 , 68.435135,
72.102165, 92.01581 , 131.00179 , 183.32085 ,
241.50586 , 288.8645 , 320.4065 , 336.4535 ,
343.2207 , 378.56897 , 303.21857 , 132.96829 ,
144.2847 , 227.63298 , 237.19269 , 234.43274 ,
196.43352 , 178.16174 , 86.76178 , 328.14874 ,
863.8845 , 787.9029 , 423.23718 , 359.30835 ,
282.62625 , 203.89478 , 138.695 , 98.259094,
82.74745 , 76.58655 , 74.28217 , 69.42491 ,
69.04877 ]],
[[ 284.83582 , 136.36697 , 53.80716 , 87.367676,
277.99225 , 493.86176 , 610.2086 , 685.9542 ,
701.7864 , 620.9463 , 479.68683 , 300.23297 ,
137.60477 , 51.19508 , 47.035927, 102.117065,
185.15788 , 296.84793 , 423.29324 , 506.6183 ,
524.0657 , 506.62097 , 435.39087 , 308.42282 ,
190.77417 , 107.46566 , 50.445747, 46.780777,
127.91208 , 283.17242 , 451.14532 , 612.3213 ,
676.6842 , 674.3871 , 662.72 , 560.7123 ,
334.04532 , 117.44979 , 50.71487 , 115.252365,
256.60315 , 396.86118 , 450.96918 , 428.63495 ,
297.21283 , 130.3342 , 114.23806 , 122.38423 ,
97.56142 , 165.37106 , 307.0619 , 395.73376 ,
399.96112 , 343.91986 , 234.78539 , 129.75906 ,
67.196594, 50.39645 , 83.7256 , 142.24094 ,
196.37099 , 199.49382 , 160.08499 , 93.67125 ,
53.094925, 39.38836 , 49.520065, 70.73976 ,
106.24983 , 145.77036 , 157.62881 , 134.42426 ,
87.57183 , 46.775932, 48.191612, 79.23018 ,
103.54697 , 116.825905, 95.60118 , 71.49835 ,
124.87268 , 158.35066 , 148.08932 , 119.17769 ,
89.43792 , 72.804955, 53.78578 , 46.41202 ,
57.938377, 54.10272 , 48.127117, 52.082184,
57.478615, 62.608604, 64.20209 , 61.51927 ,
53.77012 , 46.719772, 44.513462, 47.180653,
50.604847]]], dtype=float32),
array([[[ 70.913666, 94.66898 , 126.01481 , 149.15765 ,
147.87453 , 119.04822 , 74.37325 , 33.15274 ,
13.71771 , 18.235275, 30.03199 , 39.4472 ,
56.082115, 88.52534 , 124.519 , 142.56644 ,
133.502 , 99.40839 , 50.86653 , 15.509735,
22.538883, 66.83736 , 106.67316 , 100.38256 ,
60.23613 , 31.409735, 34.93833 , 66.56199 ,
110.89037 , 149.98802 , 160.31406 , 133.79672 ,
80.915306, 35.214787, 14.218903, 24.201607,
51.509483, 90.041 , 128.9482 , 156.98582 ,
168.40408 , 160.7843 , 126.57898 , 75.950066,
31.838303, 12.993435, 25.988861, 63.891388,
98.43629 , 143.93492 , 187.81476 , 195.99387 ,
180.17186 , 143.56447 , 95.9242 , 54.105568,
25.64669 , 16.261614, 28.04123 , 63.059288,
116.05685 , 167.4141 , 196.60799 , 206.19846 ,
179.54951 , 119.78985 , 65.65066 , 30.632692,
60.73445 , 52.374725, 12.890949, 46.467278,
115.57403 , 178.8772 , 247.26918 , 275.4089 ,
264.95306 , 227.3336 , 149.42535 , 65.7508 ,
18.43408 , 19.69145 , 68.70736 , 123.16678 ,
180.86996 , 226.40729 , 233.83829 , 206.06866 ,
203.35805 , 211.92044 , 170.68993 , 156.05861 ,
159.6221 , 165.46199 , 145.00436 , 144.35439 ,
128.7209 , 67.27131 , 26.194832, 23.204449,
16.245995]],
[[1478.662 , 1529.3994 , 1736.4485 , 1991.0299 ,
2198.3625 , 2269.9966 , 2195.017 , 1977.1674 ,
1662.4292 , 1341.2906 , 1093.1592 , 961.3701 ,
952.9933 , 1060.3193 , 1249.4519 , 1467.6821 ,
1670.7589 , 1822.8472 , 1894.1448 , 1878.0793 ,
1789.4839 , 1647.7788 , 1505.6292 , 1379.449 ,
1290.4954 , 1289.9818 , 1286.1512 , 1273.299 ,
1263.9373 , 1264.4507 , 1286.1832 , 1354.5741 ,
1381.9531 , 1395.4714 , 1394.7142 , 1206.7775 ,
907.4022 , 775.22034 , 772.3987 , 810.3522 ,
951.068 , 1156.2178 , 1386.6884 , 1617.5078 ,
1760.4027 , 1788.9385 , 1711.9839 , 1410.0754 ,
1035.7112 , 959.7318 , 975.0665 , 887.6614 ,
881.8424 , 899.87476 , 1035.5846 , 1059.0691 ,
943.1102 , 875.2667 , 813.82495 , 735.8069 ,
754.0277 , 775.0449 , 812.8384 , 906.74536 ,
948.3519 , 867.11 , 908.0631 , 1171.4198 ,
1341.5895 , 1417.138 , 1546.3604 , 1626.5067 ,
1618.7334 , 1606.3062 , 1560.8015 , 1518.4954 ,
1503.2301 , 1500.2118 , 1542.7644 , 1574.0198 ,
1569.0084 , 1562.1028 , 1488.4971 , 1406.7039 ,
1308.6427 , 1204.2103 , 1194.2982 , 1178.303 ,
1159.736 , 1155.321 , 1062.7548 , 1010.46704 ,
872.703 , 635.66327 , 783.9536 , 1120.454 ,
1267.8615 , 1346.4683 , 1389.8738 , 1394.274 ,
1376.7141 ]],
[[ 398.18927 , 329.98218 , 224.47363 , 123.165016,
69.959854, 82.80159 , 163.9491 , 297.07507 ,
454.76074 , 604.50006 , 706.9508 , 757.679 ,
763.46857 , 726.3658 , 672.85925 , 613.657 ,
554.565 , 509.50848 , 474.91504 , 446.0916 ,
420.83002 , 399.81757 , 380.72644 , 362.62036 ,
358.2198 , 358.1007 , 362.7691 , 381.0312 ,
399.36707 , 426.06653 , 459.48694 , 465.14673 ,
493.10394 , 492.14807 , 366.1256 , 236.98016 ,
270.99323 , 317.32947 , 233.8454 , 146.26459 ,
90.80228 , 57.151653, 47.552128, 55.417046,
68.18431 , 76.82762 , 74.03454 , 66.45145 ,
107.3286 , 187.56657 , 289.21387 , 428.5514 ,
532.994 , 533.7218 , 586.0436 , 754.521 ,
843.40704 , 810.4149 , 758.27423 , 706.54956 ,
667.34033 , 660.4723 , 662.77875 , 680.09814 ,
655.53986 , 553.9635 , 387.5537 , 272.86267 ,
236.77348 , 191.06807 , 132.0444 , 100.19372 ,
85.72132 , 78.635544, 76.80459 , 72.87612 ,
69.63132 , 72.465 , 77.836945, 103.6305 ,
144.77196 , 196.46976 , 243.01283 , 268.68298 ,
284.4193 , 304.22064 , 327.9262 , 341.34283 ,
334.6167 , 331.7987 , 316.99878 , 294.60248 ,
318.00745 , 303.18555 , 165.56284 , 98.51731 ,
171.06903 , 205.81116 , 217.27185 , 191.3922 ,
160.70396 ]],
[[ 504.70657 , 462.05258 , 359.68887 , 215.5648 ,
87.072235, 39.688286, 95.65737 , 234.00719 ,
406.3729 , 569.8225 , 692.5564 , 747.1885 ,
717.21436 , 610.8811 , 447.7564 , 271.35394 ,
127.949524, 51.044907, 43.65969 , 89.38619 ,
170.1696 , 261.974 , 348.95953 , 418.96368 ,
492.39313 , 510.16397 , 474.57977 , 407.6554 ,
320.47226 , 224.05853 , 134.27557 , 66.25349 ,
38.809612, 71.42029 , 174.96025 , 379.57397 ,
617.0106 , 741.3214 , 776.18384 , 755.16187 ,
666.83704 , 518.1571 , 335.68027 , 169.9398 ,
61.895485, 46.141502, 115.30294 , 227.17548 ,
365.36554 , 464.48294 , 457.3104 , 383.25082 ,
270.41486 , 139.01407 , 72.00219 , 73.409294,
145.58087 , 251.42204 , 350.96817 , 410.51108 ,
404.94202 , 329.56512 , 226.22047 , 142.07867 ,
83.221954, 45.660732, 56.533432, 117.62381 ,
165.52325 , 195.35803 , 196.94348 , 143.64735 ,
84.78807 , 48.849594, 40.053307, 49.30991 ,
69.63268 , 95.57339 , 121.27505 , 149.91025 ,
147.66962 , 109.939255, 61.875885, 45.618916,
59.011715, 63.073685, 65.21747 , 74.91575 ,
88.36926 , 89.36229 , 98.70416 , 130.67764 ,
135.2215 , 103.342804, 69.745544, 61.01497 ,
59.93321 , 54.032722, 48.80162 , 47.808815,
45.652115]]], dtype=float32),
array([[[ 49.592186, 49.50084 , 48.517807, 48.224915,
46.04545 , 43.721237, 45.889526, 47.995285,
48.490707, 49.339943, 50.186043, 51.205902,
52.026665, 52.40557 , 53.158012, 53.709656,
53.073685, 53.312904, 53.381973, 52.611122,
52.55275 ]],
[[1320.6416 , 1327.3531 , 1309.1766 , 1286.355 ,
1231.2476 , 1193.297 , 1287.437 , 1342.7142 ,
1324.842 , 1322.4381 , 1307.3436 , 1313.8982 ,
1314.7186 , 1312.1869 , 1315.2892 , 1306.2494 ,
1299.8472 , 1319.0553 , 1334.7875 , 1326.7213 ,
1327.6887 ]],
[[ 327.05206 , 321.44653 , 327.96875 , 354.5365 ,
353.2566 , 345.96118 , 359.89246 , 358.0354 ,
355.59894 , 357.50244 , 356.25018 , 358.10468 ,
360.364 , 361.1125 , 361.34503 , 357.96704 ,
365.011 , 348.23395 , 329.36774 , 345.46222 ,
348.6009 ]],
[[ 520.4851 , 523.9835 , 514.34094 , 523.54 ,
540.60754 , 478.58398 , 431.75098 , 458.1842 ,
474.3825 , 477.73004 , 486.12943 , 488.5518 ,
486.3377 , 485.53397 , 483.21384 , 480.4732 ,
483.8701 , 476.47272 , 485.92996 , 490.85587 ,
488.114 ]]], dtype=float32),
array([[[ 182.57455 , 179.88655 , 176.27708 , 171.3525 ,
164.45203 , 157.99153 , 153.31726 , 146.78891 ,
139.9849 , 134.30078 , 130.38477 , 127.96129 ,
127.97228 , 129.62468 , 132.90887 , 137.5524 ,
143.56934 , 150.17793 , 156.65141 , 161.08005 ,
169.8882 ]],
[[1260.9392 , 1265.854 , 1269.2152 , 1268.9719 ,
1262.0205 , 1240.697 , 1219.657 , 1190.4454 ,
1148.9393 , 1098.8221 , 1041.1884 , 977.5266 ,
912.9236 , 854.4972 , 798.5233 , 755.0631 ,
720.08044 , 701.4381 , 688.94965 , 664.3867 ,
678.014 ]],
[[ 213.82603 , 202.96606 , 190.45749 , 176.36055 ,
162.63112 , 148.96558 , 136.35396 , 127.84253 ,
124.618645, 126.57316 , 134.7176 , 148.56747 ,
170.17894 , 195.40201 , 225.24266 , 257.08374 ,
291.24762 , 323.47687 , 361.35498 , 371.5277 ,
350.4757 ]],
[[ 157.05472 , 156.0411 , 154.24232 , 151.5075 ,
146.39398 , 141.40872 , 138.46567 , 133.28702 ,
127.210686, 121.660545, 116.78317 , 112.56106 ,
109.96343 , 108.62253 , 108.828316, 110.28492 ,
113.51226 , 117.526665, 123.60857 , 130.15659 ,
132.67453 ]]], dtype=float32)])
start the refinement
x0: initial guess for the structure factor, if not provided, use the structure factor save in fine (1,1,1,1) (bird’s atomic scatter factor) if no previous fine refinement
[16]:
%matplotlib qt
fine.optimize()
# fine.optimize()
setting the initial value and normalization range to:
beam: (1, -1, -1)
lower value upper
U : 4.5000000e-02 4.7182200e-02 5.0000000e-02
UA: 5.0000000e-04 8.3177800e-04 1.0000000e-03
------------------------------
beam: (2, -2, -2)
lower value upper
U : 9.0000000e-04 9.6364100e-04 1.1000000e-03
UA: 0.0000000e+00 0.0000000e+00 0.0000000e+00
------------------------------
MESA: error: ZINK: failed to choose pdev
glx: failed to create drisw screen
/home/hcni/project/bloch-python/src/pyextal/optimize.py:656: RuntimeWarning: invalid value encountered in divide
return ((self.x0-self.x0Range[0])/(self.x0Range[1]-self.x0Range[0]))[self.sfMask]
start optimization
normal:[[0.0471822 0.00083178]
[0.00096364 0. ]]
SF:
(1, -1, -1): 4.7182200e-02 8.3177800e-04
(2, -2, -2): 9.6364100e-04 0.0000000e+00
thickness: 3430.84 gl: 226.91080 rotation: 44.77882
corner: -0.00237 -0.86979
GOF: 3.08907 func eval: 227
Error: 3.063747718685963 func eval: 227
********************
SF:
(1, -1, -1): 4.7291310e-02 8.3177800e-04
(2, -2, -2): 9.6364100e-04 0.0000000e+00
thickness: 3425.48 gl: 226.84112 rotation: 44.22193
corner: 1.22121 -2.95196
GOF: 2.79851 func eval: 513
Error: 2.77556872758709 func eval: 513
********************
SF:
(1, -1, -1): 4.7182200e-02 8.4836690e-04
(2, -2, -2): 9.6364100e-04 0.0000000e+00
thickness: 3430.83 gl: 226.91446 rotation: 44.21622
corner: 1.17192 -3.05009
GOF: 2.85847 func eval: 173
Error: 2.8350354804367317 func eval: 173
********************
SF:
(1, -1, -1): 4.7182200e-02 8.3177800e-04
(2, -2, -2): 9.6682305e-04 0.0000000e+00
thickness: 3430.87 gl: 226.91331 rotation: 44.21658
corner: 1.17304 -3.05064
GOF: 2.85320 func eval: 38
Error: 2.8298159740010247 func eval: 38
********************
SF:
(1, -1, -1): 4.7254940e-02 8.4283727e-04
(2, -2, -2): 9.6576237e-04 0.0000000e+00
thickness: 3427.46 gl: 226.86455 rotation: 44.22268
corner: 1.22095 -3.00101
GOF: 2.81508 func eval: 180
Error: 2.7920076964331453 func eval: 180
********************
SF:
(1, -1, -1): 4.7303433e-02 8.2256194e-04
(2, -2, -2): 9.6717661e-04 0.0000000e+00
thickness: 3425.13 gl: 226.84142 rotation: 44.21726
corner: 1.23620 -2.97706
GOF: 2.79508 func eval: 110
Error: 2.7721707703637297 func eval: 110
********************
SF:
(1, -1, -1): 4.7343844e-02 8.1396029e-04
(2, -2, -2): 9.6835515e-04 0.0000000e+00
thickness: 3423.27 gl: 226.81633 rotation: 44.22483
corner: 1.25381 -2.93635
GOF: 2.79176 func eval: 151
Error: 2.7688778736552253 func eval: 151
********************
SF:
(1, -1, -1): 4.7411196e-02 8.2727237e-04
(2, -2, -2): 9.6501596e-04 0.0000000e+00
thickness: 3420.00 gl: 226.78262 rotation: 44.22258
corner: 1.28930 -2.91399
GOF: 2.80744 func eval: 147
Error: 2.7844303318711576 func eval: 147
********************
SF:
(1, -1, -1): 4.7442627e-02 8.0583651e-04
(2, -2, -2): 9.6557904e-04 0.0000000e+00
thickness: 3418.49 gl: 226.76248 rotation: 44.22239
corner: 1.29796 -2.88816
GOF: 2.81626 func eval: 114
Error: 2.7931761194448 func eval: 114
********************
SF:
(1, -1, -1): 4.7294041e-02 8.3512878e-04
(2, -2, -2): 9.6572417e-04 0.0000000e+00
thickness: 3425.48 gl: 226.83890 rotation: 44.22276
corner: 1.22488 -2.94454
GOF: 2.80043 func eval: 143
Error: 2.7774768266521517 func eval: 143
********************
SF:
(1, -1, -1): 4.7208268e-02 8.2663901e-04
(2, -2, -2): 9.6679759e-04 0.0000000e+00
thickness: 3429.61 gl: 226.89810 rotation: 44.22462
corner: 1.17486 -2.99943
GOF: 2.83367 func eval: 148
Error: 2.8104448162141393 func eval: 148
********************
SF:
(1, -1, -1): 4.7368919e-02 8.2714042e-04
(2, -2, -2): 9.6538713e-04 0.0000000e+00
thickness: 3421.95 gl: 226.80672 rotation: 44.22603
corner: 1.25131 -2.90959
GOF: 2.79592 func eval: 180
Error: 2.7730012487192623 func eval: 180
********************
SF:
(1, -1, -1): 4.7375341e-02 8.1345703e-04
(2, -2, -2): 9.6586468e-04 0.0000000e+00
thickness: 3421.77 gl: 226.80484 rotation: 44.22432
corner: 1.25287 -2.91195
GOF: 2.79454 func eval: 36
Error: 2.771635462026127 func eval: 36
********************
SF:
(1, -1, -1): 4.7434093e-02 8.0459383e-04
(2, -2, -2): 9.6943031e-04 0.0000000e+00
thickness: 3418.97 gl: 226.77042 rotation: 44.22630
corner: 1.31100 -2.90740
GOF: 2.81531 func eval: 111
Error: 2.792238329277664 func eval: 111
********************
SF:
(1, -1, -1): 4.7321057e-02 8.2611463e-04
(2, -2, -2): 9.6484711e-04 0.0000000e+00
thickness: 3424.30 gl: 226.82612 rotation: 44.22314
corner: 1.23662 -2.93764
GOF: 2.79342 func eval: 144
Error: 2.7705183185514857 func eval: 144
********************
SF:
(1, -1, -1): 4.7324575e-02 8.0854755e-04
(2, -2, -2): 9.6732416e-04 0.0000000e+00
thickness: 3424.15 gl: 226.82545 rotation: 44.22355
corner: 1.23870 -2.93923
GOF: 2.79003 func eval: 38
Error: 2.7671598840932377 func eval: 38
********************
SF:
(1, -1, -1): 4.7309794e-02 8.0234993e-04
(2, -2, -2): 9.6796983e-04 0.0000000e+00
thickness: 3424.53 gl: 226.83361 rotation: 44.22554
corner: 1.24444 -2.94893
GOF: 2.79174 func eval: 66
Error: 2.768859112849001 func eval: 66
********************
SF:
(1, -1, -1): 4.7284310e-02 8.1895795e-04
(2, -2, -2): 9.6781959e-04 0.0000000e+00
thickness: 3425.94 gl: 226.84353 rotation: 44.22619
corner: 1.23424 -2.95823
GOF: 2.79863 func eval: 75
Error: 2.7756887967469264 func eval: 75
********************
SF:
(1, -1, -1): 4.7356376e-02 8.1460306e-04
(2, -2, -2): 9.6627195e-04 0.0000000e+00
thickness: 3422.64 gl: 226.80916 rotation: 44.22285
corner: 1.26100 -2.93518
GOF: 2.79219 func eval: 159
Error: 2.7692996165791497 func eval: 159
********************
SF:
(1, -1, -1): 4.7362141e-02 7.9862597e-04
(2, -2, -2): 9.6978707e-04 0.0000000e+00
thickness: 3422.42 gl: 226.80904 rotation: 44.22252
corner: 1.26233 -2.93177
GOF: 2.79238 func eval: 38
Error: 2.7694902263703893 func eval: 38
********************
SF:
(1, -1, -1): 4.7353582e-02 8.0435277e-04
(2, -2, -2): 9.6875791e-04 0.0000000e+00
thickness: 3422.77 gl: 226.80890 rotation: 44.22409
corner: 1.25998 -2.92766
GOF: 2.79155 func eval: 78
Error: 2.7686637503201843 func eval: 78
********************
SF:
(1, -1, -1): 4.7324958e-02 8.0330402e-04
(2, -2, -2): 9.7001952e-04 0.0000000e+00
thickness: 3424.11 gl: 226.82319 rotation: 44.22708
corner: 1.25292 -2.93767
GOF: 2.79117 func eval: 74
Error: 2.7682935370773567 func eval: 74
********************
SF:
(1, -1, -1): 4.7324899e-02 7.9684260e-04
(2, -2, -2): 9.6904591e-04 0.0000000e+00
thickness: 3424.13 gl: 226.82198 rotation: 44.22588
corner: 1.24759 -2.93657
GOF: 2.79027 func eval: 42
Error: 2.767403774574155 func eval: 42
********************
SF:
(1, -1, -1): 4.7296040e-02 8.0144334e-04
(2, -2, -2): 9.6883515e-04 0.0000000e+00
thickness: 3425.41 gl: 226.83805 rotation: 44.22732
corner: 1.23525 -2.94673
GOF: 2.79412 func eval: 74
Error: 2.771215470110784 func eval: 74
********************
SF:
(1, -1, -1): 4.7341594e-02 8.0374664e-04
(2, -2, -2): 9.6877400e-04 0.0000000e+00
thickness: 3423.45 gl: 226.82840 rotation: 44.22240
corner: 1.23956 -2.94492
GOF: 2.79060 func eval: 80
Error: 2.767729712314293 func eval: 80
********************
SF:
(1, -1, -1): 4.7335754e-02 8.0278718e-04
(2, -2, -2): 9.6674319e-04 0.0000000e+00
thickness: 3423.83 gl: 226.82761 rotation: 44.22311
corner: 1.24042 -2.94447
GOF: 2.78941 func eval: 37
Error: 2.766548281810323 func eval: 37
********************
SF:
(1, -1, -1): 4.7339352e-02 8.0261490e-04
(2, -2, -2): 9.6565108e-04 0.0000000e+00
thickness: 3423.54 gl: 226.82515 rotation: 44.22291
corner: 1.24318 -2.94281
GOF: 2.78864 func eval: 81
Error: 2.7657855925012806 func eval: 81
********************
SF:
(1, -1, -1): 4.7317624e-02 8.0159006e-04
(2, -2, -2): 9.6590676e-04 0.0000000e+00
thickness: 3424.47 gl: 226.82726 rotation: 44.22433
corner: 1.24092 -2.94267
GOF: 2.78932 func eval: 82
Error: 2.766453227058786 func eval: 82
********************
SF:
(1, -1, -1): 4.7329469e-02 8.1165907e-04
(2, -2, -2): 9.6354209e-04 0.0000000e+00
thickness: 3423.95 gl: 226.82349 rotation: 44.22311
corner: 1.24342 -2.94025
GOF: 2.78859 func eval: 78
Error: 2.7657305608030227 func eval: 78
********************
SF:
(1, -1, -1): 4.7330993e-02 8.1659789e-04
(2, -2, -2): 9.6170748e-04 0.0000000e+00
thickness: 3423.88 gl: 226.82260 rotation: 44.22326
corner: 1.24396 -2.93936
GOF: 2.78859 func eval: 41
Error: 2.7657325619556863 func eval: 41
********************
SF:
(1, -1, -1): 4.7333055e-02 8.0202846e-04
(2, -2, -2): 9.6274247e-04 0.0000000e+00
thickness: 3423.81 gl: 226.82171 rotation: 44.22336
corner: 1.24518 -2.93850
GOF: 2.78705 func eval: 41
Error: 2.7642011798796107 func eval: 41
********************
SF:
(1, -1, -1): 4.7335882e-02 7.9985543e-04
(2, -2, -2): 9.6121523e-04 0.0000000e+00
thickness: 3423.69 gl: 226.82024 rotation: 44.22338
corner: 1.24661 -2.93742
GOF: 2.78681 func eval: 42
Error: 2.763969796602843 func eval: 42
********************
SF:
(1, -1, -1): 4.7352178e-02 8.0782954e-04
(2, -2, -2): 9.6103217e-04 0.0000000e+00
thickness: 3422.98 gl: 226.81751 rotation: 44.22280
corner: 1.24887 -2.93480
GOF: 2.78831 func eval: 77
Error: 2.765451149862321 func eval: 77
********************
SF:
(1, -1, -1): 4.7339000e-02 8.1028113e-04
(2, -2, -2): 9.5820859e-04 0.0000000e+00
thickness: 3423.52 gl: 226.81724 rotation: 44.22385
corner: 1.24728 -2.93181
GOF: 2.78693 func eval: 119
Error: 2.764089365474513 func eval: 119
********************
SF:
(1, -1, -1): 4.7355238e-02 8.0031834e-04
(2, -2, -2): 9.5676190e-04 0.0000000e+00
thickness: 3422.79 gl: 226.81460 rotation: 44.22347
corner: 1.24964 -2.92984
GOF: 2.78518 func eval: 96
Error: 2.7623521148181354 func eval: 96
********************
SF:
(1, -1, -1): 4.7363827e-02 7.9653809e-04
(2, -2, -2): 9.5450184e-04 0.0000000e+00
thickness: 3422.55 gl: 226.80921 rotation: 44.22344
corner: 1.25483 -2.92728
GOF: 2.78536 func eval: 69
Error: 2.7625252145235657 func eval: 69
********************
SF:
(1, -1, -1): 4.7334568e-02 7.9914040e-04
(2, -2, -2): 9.5642498e-04 0.0000000e+00
thickness: 3423.73 gl: 226.81677 rotation: 44.22542
corner: 1.24786 -2.92972
GOF: 2.78453 func eval: 81
Error: 2.7617027407786887 func eval: 81
********************
SF:
(1, -1, -1): 4.7328698e-02 7.9624401e-04
(2, -2, -2): 9.5488925e-04 0.0000000e+00
thickness: 3424.12 gl: 226.81819 rotation: 44.22606
corner: 1.24498 -2.93278
GOF: 2.78424 func eval: 37
Error: 2.7614220791175716 func eval: 37
********************
SF:
(1, -1, -1): 4.7340878e-02 7.8733073e-04
(2, -2, -2): 9.5703567e-04 0.0000000e+00
thickness: 3423.49 gl: 226.81688 rotation: 44.22391
corner: 1.24768 -2.93257
GOF: 2.78431 func eval: 76
Error: 2.7614901183081453 func eval: 76
********************
SF:
(1, -1, -1): 4.7347328e-02 7.8940662e-04
(2, -2, -2): 9.5124265e-04 0.0000000e+00
thickness: 3423.19 gl: 226.81270 rotation: 44.22353
corner: 1.25251 -2.93223
GOF: 2.78286 func eval: 83
Error: 2.760044785796619 func eval: 83
********************
SF:
(1, -1, -1): 4.7351143e-02 7.8592368e-04
(2, -2, -2): 9.4791845e-04 0.0000000e+00
thickness: 3423.04 gl: 226.81124 rotation: 44.22344
corner: 1.25431 -2.93101
GOF: 2.78175 func eval: 39
Error: 2.7589516561539447 func eval: 39
********************
SF:
(1, -1, -1): 4.7325242e-02 7.7934727e-04
(2, -2, -2): 9.4980034e-04 0.0000000e+00
thickness: 3424.21 gl: 226.81934 rotation: 44.22607
corner: 1.24578 -2.93311
GOF: 2.78316 func eval: 81
Error: 2.760348710857454 func eval: 81
********************
SF:
(1, -1, -1): 4.7329177e-02 7.8701258e-04
(2, -2, -2): 9.4470302e-04 0.0000000e+00
thickness: 3424.05 gl: 226.81929 rotation: 44.22522
corner: 1.24431 -2.93346
GOF: 2.78125 func eval: 39
Error: 2.758450617555712 func eval: 39
********************
SF:
(1, -1, -1): 4.7325277e-02 7.8690654e-04
(2, -2, -2): 9.4059213e-04 0.0000000e+00
thickness: 3424.22 gl: 226.81970 rotation: 44.22517
corner: 1.24319 -2.93399
GOF: 2.78087 func eval: 39
Error: 2.7580761518634733 func eval: 39
********************
SF:
(1, -1, -1): 4.7339076e-02 7.7187431e-04
(2, -2, -2): 9.3731804e-04 0.0000000e+00
thickness: 3423.67 gl: 226.81501 rotation: 44.22402
corner: 1.24833 -2.93223
GOF: 2.78062 func eval: 78
Error: 2.7578270083568137 func eval: 78
********************
SF:
(1, -1, -1): 4.7342535e-02 7.6375108e-04
(2, -2, -2): 9.3146097e-04 0.0000000e+00
thickness: 3423.54 gl: 226.81280 rotation: 44.22413
corner: 1.25028 -2.93019
GOF: 2.78153 func eval: 41
Error: 2.758727527055584 func eval: 41
********************
SF:
(1, -1, -1): 4.7351755e-02 7.8378908e-04
(2, -2, -2): 9.3408541e-04 0.0000000e+00
thickness: 3423.04 gl: 226.80760 rotation: 44.22366
corner: 1.25552 -2.92690
GOF: 2.77851 func eval: 74
Error: 2.7557318015176744 func eval: 74
********************
SF:
(1, -1, -1): 4.7360593e-02 7.8526968e-04
(2, -2, -2): 9.2884710e-04 0.0000000e+00
thickness: 3422.81 gl: 226.80582 rotation: 44.22489
corner: 1.25526 -2.92262
GOF: 2.77886 func eval: 71
Error: 2.7560830038101947 func eval: 71
********************
SF:
(1, -1, -1): 4.7326262e-02 7.7578961e-04
(2, -2, -2): 9.2674527e-04 0.0000000e+00
thickness: 3424.23 gl: 226.81585 rotation: 44.22661
corner: 1.24503 -2.92743
GOF: 2.78100 func eval: 78
Error: 2.7582032250576334 func eval: 78
********************
SF:
(1, -1, -1): 4.7331446e-02 7.7790087e-04
(2, -2, -2): 9.3115635e-04 0.0000000e+00
thickness: 3424.00 gl: 226.81608 rotation: 44.22579
corner: 1.24382 -2.92972
GOF: 2.77986 func eval: 38
Error: 2.757077076396004 func eval: 38
********************
SF:
(1, -1, -1): 4.7356241e-02 7.6880297e-04
(2, -2, -2): 9.2778106e-04 0.0000000e+00
thickness: 3422.91 gl: 226.81224 rotation: 44.22370
corner: 1.24858 -2.92843
GOF: 2.78020 func eval: 80
Error: 2.757415021052126 func eval: 80
********************
SF:
(1, -1, -1): 4.7353886e-02 7.8178763e-04
(2, -2, -2): 9.2469718e-04 0.0000000e+00
thickness: 3423.01 gl: 226.81161 rotation: 44.22396
corner: 1.24940 -2.92779
GOF: 2.77816 func eval: 36
Error: 2.7553926061411373 func eval: 36
********************
SF:
(1, -1, -1): 4.7358822e-02 7.8509207e-04
(2, -2, -2): 9.2049022e-04 0.0000000e+00
thickness: 3422.79 gl: 226.81010 rotation: 44.22364
corner: 1.25036 -2.92647
GOF: 2.77785 func eval: 37
Error: 2.7550776747406505 func eval: 37
********************
SF:
(1, -1, -1): 4.7338441e-02 7.9571838e-04
(2, -2, -2): 9.2937359e-04 0.0000000e+00
thickness: 3423.65 gl: 226.81290 rotation: 44.22503
corner: 1.24716 -2.92670
GOF: 2.77839 func eval: 77
Error: 2.755616234951332 func eval: 77
********************
SF:
(1, -1, -1): 4.7367900e-02 7.9849881e-04
(2, -2, -2): 9.2480980e-04 0.0000000e+00
thickness: 3422.30 gl: 226.80718 rotation: 44.22251
corner: 1.25232 -2.92490
GOF: 2.77817 func eval: 76
Error: 2.755401861472208 func eval: 76
********************
SF:
(1, -1, -1): 4.7358353e-02 8.0241710e-04
(2, -2, -2): 9.1569700e-04 0.0000000e+00
thickness: 3422.72 gl: 226.80191 rotation: 44.22347
corner: 1.25712 -2.92179
GOF: 2.77853 func eval: 86
Error: 2.7557588170786373 func eval: 86
********************
SF:
(1, -1, -1): 4.7353130e-02 7.8766992e-04
(2, -2, -2): 9.3025449e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80632 rotation: 44.22575
corner: 1.25421 -2.92071
GOF: 2.77816 func eval: 38
Error: 2.7553916055648053 func eval: 38
********************
SF:
(1, -1, -1): 4.7381460e-02 7.8512216e-04
(2, -2, -2): 9.2099608e-04 0.0000000e+00
thickness: 3421.68 gl: 226.79795 rotation: 44.22383
corner: 1.26473 -2.92005
GOF: 2.77936 func eval: 83
Error: 2.7565795398149335 func eval: 83
********************
SF:
(1, -1, -1): 4.7347403e-02 7.9351083e-04
(2, -2, -2): 9.2762828e-04 0.0000000e+00
thickness: 3423.21 gl: 226.80528 rotation: 44.22540
corner: 1.25702 -2.92104
GOF: 2.77787 func eval: 86
Error: 2.755100437852203 func eval: 86
********************
SF:
(1, -1, -1): 4.7338337e-02 7.7901640e-04
(2, -2, -2): 9.2743886e-04 0.0000000e+00
thickness: 3423.65 gl: 226.81235 rotation: 44.22706
corner: 1.24532 -2.92251
GOF: 2.77924 func eval: 79
Error: 2.7564562187820183 func eval: 79
********************
SF:
(1, -1, -1): 4.7361741e-02 7.9443998e-04
(2, -2, -2): 9.2535752e-04 0.0000000e+00
thickness: 3422.57 gl: 226.80597 rotation: 44.22450
corner: 1.25686 -2.92502
GOF: 2.77795 func eval: 80
Error: 2.7551752309330175 func eval: 80
********************
SF:
(1, -1, -1): 4.7358848e-02 7.9435867e-04
(2, -2, -2): 9.1872952e-04 0.0000000e+00
thickness: 3422.74 gl: 226.80413 rotation: 44.22374
corner: 1.25710 -2.92269
GOF: 2.77812 func eval: 41
Error: 2.7553470799180326 func eval: 41
********************
SF:
(1, -1, -1): 4.7357656e-02 7.9296518e-04
(2, -2, -2): 9.2113056e-04 0.0000000e+00
thickness: 3422.77 gl: 226.80307 rotation: 44.22399
corner: 1.25729 -2.92066
GOF: 2.77748 func eval: 39
Error: 2.7547139652439805 func eval: 39
********************
SF:
(1, -1, -1): 4.7347514e-02 7.8660541e-04
(2, -2, -2): 9.2080852e-04 0.0000000e+00
thickness: 3423.26 gl: 226.80570 rotation: 44.22568
corner: 1.25361 -2.92083
GOF: 2.77785 func eval: 80
Error: 2.7550766741643185 func eval: 80
********************
SF:
(1, -1, -1): 4.7361925e-02 7.8293095e-04
(2, -2, -2): 9.1399126e-04 0.0000000e+00
thickness: 3422.61 gl: 226.80084 rotation: 44.22389
corner: 1.25688 -2.91895
GOF: 2.77846 func eval: 85
Error: 2.755685524862321 func eval: 85
********************
SF:
(1, -1, -1): 4.7350429e-02 7.9130669e-04
(2, -2, -2): 9.2478723e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80644 rotation: 44.22521
corner: 1.25203 -2.92048
GOF: 2.77765 func eval: 81
Error: 2.754882312211834 func eval: 81
********************
SF:
(1, -1, -1): 4.7344910e-02 7.9549278e-04
(2, -2, -2): 9.2399398e-04 0.0000000e+00
thickness: 3423.48 gl: 226.80796 rotation: 44.22583
corner: 1.24966 -2.92183
GOF: 2.77803 func eval: 37
Error: 2.755257278192239 func eval: 37
********************
SF:
(1, -1, -1): 4.7355924e-02 7.8725889e-04
(2, -2, -2): 9.2122017e-04 0.0000000e+00
thickness: 3422.88 gl: 226.80521 rotation: 44.22396
corner: 1.25286 -2.92091
GOF: 2.77818 func eval: 76
Error: 2.75540536348937 func eval: 76
********************
SF:
(1, -1, -1): 4.7352838e-02 7.9185952e-04
(2, -2, -2): 9.2356834e-04 0.0000000e+00
thickness: 3422.99 gl: 226.80516 rotation: 44.22444
corner: 1.25360 -2.92058
GOF: 2.77745 func eval: 37
Error: 2.7546856989626023 func eval: 37
********************
SF:
(1, -1, -1): 4.7350895e-02 7.8872534e-04
(2, -2, -2): 9.2091586e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80516 rotation: 44.22485
corner: 1.25327 -2.92026
GOF: 2.77800 func eval: 56
Error: 2.7552250096055326 func eval: 56
********************
SF:
(1, -1, -1): 4.7358434e-02 7.8771644e-04
(2, -2, -2): 9.2070367e-04 0.0000000e+00
thickness: 3422.48 gl: 226.80344 rotation: 44.22325
corner: 1.25597 -2.91801
GOF: 2.77824 func eval: 36
Error: 2.755466148501537 func eval: 36
********************
SF:
(1, -1, -1): 4.7349159e-02 7.9465025e-04
(2, -2, -2): 9.2303951e-04 0.0000000e+00
thickness: 3422.86 gl: 226.80859 rotation: 44.22490
corner: 1.25071 -2.91882
GOF: 2.77775 func eval: 71
Error: 2.7549838707095287 func eval: 71
********************
SF:
(1, -1, -1): 4.7355541e-02 7.9759130e-04
(2, -2, -2): 9.2424307e-04 0.0000000e+00
thickness: 3422.86 gl: 226.80794 rotation: 44.22504
corner: 1.24950 -2.91876
GOF: 2.77777 func eval: 42
Error: 2.755001380795338 func eval: 42
********************
SF:
(1, -1, -1): 4.7354573e-02 7.9574422e-04
(2, -2, -2): 9.2354990e-04 0.0000000e+00
thickness: 3422.92 gl: 226.80599 rotation: 44.22440
corner: 1.25068 -2.91886
GOF: 2.77781 func eval: 38
Error: 2.75504415543353 func eval: 38
********************
SF:
(1, -1, -1): 4.7356050e-02 7.9259663e-04
(2, -2, -2): 9.2194315e-04 0.0000000e+00
thickness: 3422.85 gl: 226.80473 rotation: 44.22427
corner: 1.25230 -2.91897
GOF: 2.77764 func eval: 39
Error: 2.7548763087538424 func eval: 39
********************
SF:
(1, -1, -1): 4.7350385e-02 7.9372001e-04
(2, -2, -2): 9.2321578e-04 0.0000000e+00
thickness: 3423.23 gl: 226.80564 rotation: 44.22534
corner: 1.25157 -2.92008
GOF: 2.77729 func eval: 37
Error: 2.7545276079021517 func eval: 37
********************
SF:
(1, -1, -1): 4.7351542e-02 7.8977006e-04
(2, -2, -2): 9.2180002e-04 0.0000000e+00
thickness: 3423.06 gl: 226.80624 rotation: 44.22486
corner: 1.25182 -2.91974
GOF: 2.77759 func eval: 39
Error: 2.754819526047003 func eval: 39
********************
SF:
(1, -1, -1): 4.7347127e-02 7.9096977e-04
(2, -2, -2): 9.2377961e-04 0.0000000e+00
thickness: 3423.25 gl: 226.80665 rotation: 44.22520
corner: 1.25111 -2.91960
GOF: 2.77777 func eval: 40
Error: 2.755001380795338 func eval: 40
********************
SF:
(1, -1, -1): 4.7354191e-02 7.9225770e-04
(2, -2, -2): 9.2232575e-04 0.0000000e+00
thickness: 3422.64 gl: 226.80514 rotation: 44.22347
corner: 1.25345 -2.91828
GOF: 2.77777 func eval: 36
Error: 2.7549978787781764 func eval: 36
********************
SF:
(1, -1, -1): 4.7352020e-02 7.9247968e-04
(2, -2, -2): 9.2345082e-04 0.0000000e+00
thickness: 3423.01 gl: 226.80414 rotation: 44.22511
corner: 1.25342 -2.91691
GOF: 2.77796 func eval: 80
Error: 2.755190239577997 func eval: 80
********************
SF:
(1, -1, -1): 4.7351157e-02 7.9108671e-04
(2, -2, -2): 9.2227194e-04 0.0000000e+00
thickness: 3423.05 gl: 226.80433 rotation: 44.22534
corner: 1.25280 -2.91697
GOF: 2.77808 func eval: 38
Error: 2.755306056288422 func eval: 38
********************
SF:
(1, -1, -1): 4.7354162e-02 7.9297109e-04
(2, -2, -2): 9.2236736e-04 0.0000000e+00
thickness: 3422.92 gl: 226.80449 rotation: 44.22501
corner: 1.25298 -2.91706
GOF: 2.77732 func eval: 42
Error: 2.7545598764888575 func eval: 42
********************
SF:
(1, -1, -1): 4.7353222e-02 7.9502714e-04
(2, -2, -2): 9.2375070e-04 0.0000000e+00
thickness: 3422.95 gl: 226.80442 rotation: 44.22499
corner: 1.25300 -2.91692
GOF: 2.77745 func eval: 44
Error: 2.7546877001152663 func eval: 44
********************
SF:
(1, -1, -1): 4.7353159e-02 7.9533247e-04
(2, -2, -2): 9.2277175e-04 0.0000000e+00
thickness: 3422.95 gl: 226.80424 rotation: 44.22507
corner: 1.25300 -2.91692
GOF: 2.77810 func eval: 69
Error: 2.7553283191118085 func eval: 69
********************
SF:
(1, -1, -1): 4.7352258e-02 7.9307401e-04
(2, -2, -2): 9.2330935e-04 0.0000000e+00
thickness: 3423.00 gl: 226.80446 rotation: 44.22514
corner: 1.25261 -2.91700
GOF: 2.77750 func eval: 41
Error: 2.754734977346952 func eval: 41
********************
SF:
(1, -1, -1): 4.7352922e-02 7.9473814e-04
(2, -2, -2): 9.2291322e-04 0.0000000e+00
thickness: 3422.97 gl: 226.80454 rotation: 44.22509
corner: 1.25255 -2.91702
GOF: 2.77767 func eval: 48
Error: 2.7548978211449797 func eval: 48
********************
SF:
(1, -1, -1): 4.7352396e-02 7.9342071e-04
(2, -2, -2): 9.2322682e-04 0.0000000e+00
thickness: 3423.00 gl: 226.80467 rotation: 44.22509
corner: 1.25255 -2.91702
GOF: 2.77763 func eval: 62
Error: 2.7548602995325306 func eval: 62
********************
SF:
(1, -1, -1): 4.7352903e-02 7.9322073e-04
(2, -2, -2): 9.2265017e-04 0.0000000e+00
thickness: 3422.98 gl: 226.80455 rotation: 44.22502
corner: 1.25243 -2.91706
GOF: 2.77757 func eval: 40
Error: 2.7548032666816087 func eval: 40
********************
SF:
(1, -1, -1): 4.7352276e-02 7.9459143e-04
(2, -2, -2): 9.2357240e-04 0.0000000e+00
thickness: 3423.00 gl: 226.80483 rotation: 44.22505
corner: 1.25220 -2.91716
GOF: 2.77780 func eval: 38
Error: 2.755030397508965 func eval: 38
********************
SF:
(1, -1, -1): 4.7351634e-02 7.9328935e-04
(2, -2, -2): 9.2327816e-04 0.0000000e+00
thickness: 3423.03 gl: 226.80494 rotation: 44.22512
corner: 1.25194 -2.91711
GOF: 2.77784 func eval: 40
Error: 2.755066418256916 func eval: 40
********************
SF:
(1, -1, -1): 4.7352076e-02 7.9439876e-04
(2, -2, -2): 9.2301407e-04 0.0000000e+00
thickness: 3423.01 gl: 226.80495 rotation: 44.22512
corner: 1.25168 -2.91711
GOF: 2.77755 func eval: 75
Error: 2.754787007316214 func eval: 75
********************
SF:
(1, -1, -1): 4.7351300e-02 7.9296824e-04
(2, -2, -2): 9.2234762e-04 0.0000000e+00
thickness: 3423.05 gl: 226.80515 rotation: 44.22510
corner: 1.25139 -2.91707
GOF: 2.77792 func eval: 44
Error: 2.7551479652279713 func eval: 44
********************
SF:
(1, -1, -1): 4.7352073e-02 7.9425326e-04
(2, -2, -2): 9.2331724e-04 0.0000000e+00
thickness: 3423.01 gl: 226.80524 rotation: 44.22504
corner: 1.25149 -2.91722
GOF: 2.77813 func eval: 39
Error: 2.7553588366899335 func eval: 39
********************
SF:
(1, -1, -1): 4.7351513e-02 7.9417251e-04
(2, -2, -2): 9.2308131e-04 0.0000000e+00
thickness: 3423.04 gl: 226.80524 rotation: 44.22504
corner: 1.25137 -2.91724
GOF: 2.77774 func eval: 55
Error: 2.754974865522541 func eval: 55
********************
SF:
(1, -1, -1): 4.7352064e-02 7.9338715e-04
(2, -2, -2): 9.2283871e-04 0.0000000e+00
thickness: 3423.02 gl: 226.80513 rotation: 44.22498
corner: 1.25150 -2.91749
GOF: 2.77755 func eval: 40
Error: 2.754785506451716 func eval: 40
********************
SF:
(1, -1, -1): 4.7351646e-02 7.9430095e-04
(2, -2, -2): 9.2345353e-04 0.0000000e+00
thickness: 3423.03 gl: 226.80518 rotation: 44.22493
corner: 1.25151 -2.91765
GOF: 2.77748 func eval: 51
Error: 2.754709462650487 func eval: 51
********************
SF:
(1, -1, -1): 4.7351217e-02 7.9343290e-04
(2, -2, -2): 9.2325737e-04 0.0000000e+00
thickness: 3423.05 gl: 226.80535 rotation: 44.22498
corner: 1.25161 -2.91779
GOF: 2.77777 func eval: 38
Error: 2.7549978787781764 func eval: 38
********************
SF:
(1, -1, -1): 4.7351451e-02 7.9401843e-04
(2, -2, -2): 9.2311799e-04 0.0000000e+00
thickness: 3423.04 gl: 226.80533 rotation: 44.22498
corner: 1.25155 -2.91779
GOF: 2.77762 func eval: 63
Error: 2.754854296074539 func eval: 63
********************
SF:
(1, -1, -1): 4.7351279e-02 7.9358698e-04
(2, -2, -2): 9.2322069e-04 0.0000000e+00
thickness: 3423.05 gl: 226.80543 rotation: 44.22501
corner: 1.25140 -2.91789
GOF: 2.77772 func eval: 50
Error: 2.7549538534195697 func eval: 50
********************
SF:
(1, -1, -1): 4.7351415e-02 7.9392854e-04
(2, -2, -2): 9.2313939e-04 0.0000000e+00
thickness: 3423.05 gl: 226.80551 rotation: 44.22497
corner: 1.25148 -2.91817
GOF: 2.77783 func eval: 44
Error: 2.7550579133580944 func eval: 44
********************
SF:
(1, -1, -1): 4.7351226e-02 7.9410731e-04
(2, -2, -2): 9.2337428e-04 0.0000000e+00
thickness: 3423.05 gl: 226.80561 rotation: 44.22492
corner: 1.25144 -2.91842
GOF: 2.77762 func eval: 41
Error: 2.754851294345543 func eval: 41
********************
SF:
(1, -1, -1): 4.7351504e-02 7.9349810e-04
(2, -2, -2): 9.2296440e-04 0.0000000e+00
thickness: 3423.05 gl: 226.80561 rotation: 44.22487
corner: 1.25144 -2.91837
GOF: 2.77780 func eval: 78
Error: 2.755035650534708 func eval: 78
********************
SF:
(1, -1, -1): 4.7351096e-02 7.9391895e-04
(2, -2, -2): 9.2315059e-04 0.0000000e+00
thickness: 3423.06 gl: 226.80578 rotation: 44.22489
corner: 1.25126 -2.91839
GOF: 2.77771 func eval: 48
Error: 2.754945848808914 func eval: 48
********************
SF:
(1, -1, -1): 4.7350300e-02 7.9433274e-04
(2, -2, -2): 9.2352937e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80579 rotation: 44.22489
corner: 1.25133 -2.91853
GOF: 2.77746 func eval: 54
Error: 2.7546907018442623 func eval: 54
********************
SF:
(1, -1, -1): 4.7350178e-02 7.9418775e-04
(2, -2, -2): 9.2359570e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80592 rotation: 44.22496
corner: 1.25127 -2.91853
GOF: 2.77784 func eval: 43
Error: 2.755066918545082 func eval: 43
********************
SF:
(1, -1, -1): 4.7350905e-02 7.9397495e-04
(2, -2, -2): 9.2324332e-04 0.0000000e+00
thickness: 3423.07 gl: 226.80586 rotation: 44.22496
corner: 1.25141 -2.91851
GOF: 2.77735 func eval: 54
Error: 2.754582889744493 func eval: 54
********************
SF:
(1, -1, -1): 4.7349834e-02 7.9391116e-04
(2, -2, -2): 9.2328470e-04 0.0000000e+00
thickness: 3423.12 gl: 226.80598 rotation: 44.22503
corner: 1.25120 -2.91857
GOF: 2.77738 func eval: 38
Error: 2.754612156602203 func eval: 38
********************
SF:
(1, -1, -1): 4.7350449e-02 7.9340467e-04
(2, -2, -2): 9.2296650e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80598 rotation: 44.22494
corner: 1.25090 -2.91865
GOF: 2.77797 func eval: 49
Error: 2.7552024966380637 func eval: 49
********************
SF:
(1, -1, -1): 4.7350331e-02 7.9413939e-04
(2, -2, -2): 9.2341210e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80598 rotation: 44.22494
corner: 1.25084 -2.91865
GOF: 2.77785 func eval: 84
Error: 2.7550779248847337 func eval: 84
********************
SF:
(1, -1, -1): 4.7350732e-02 7.9388997e-04
(2, -2, -2): 9.2323414e-04 0.0000000e+00
thickness: 3423.08 gl: 226.80612 rotation: 44.22486
corner: 1.25095 -2.91872
GOF: 2.77794 func eval: 39
Error: 2.7551679767546107 func eval: 39
********************
SF:
(1, -1, -1): 4.7350018e-02 7.9384744e-04
(2, -2, -2): 9.2326173e-04 0.0000000e+00
thickness: 3423.11 gl: 226.80612 rotation: 44.22486
corner: 1.25095 -2.91872
GOF: 2.77782 func eval: 102
Error: 2.7550464067302767 func eval: 102
********************
SF:
(1, -1, -1): 4.7350329e-02 7.9412849e-04
(2, -2, -2): 9.2342484e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80598 rotation: 44.22486
corner: 1.25095 -2.91872
GOF: 2.77773 func eval: 84
Error: 2.7549641093269726 func eval: 84
********************
SF:
(1, -1, -1): 4.7349756e-02 7.9390733e-04
(2, -2, -2): 9.2336743e-04 0.0000000e+00
thickness: 3423.12 gl: 226.80621 rotation: 44.22490
corner: 1.25095 -2.91883
GOF: 2.77774 func eval: 38
Error: 2.754976366387039 func eval: 38
********************
SF:
(1, -1, -1): 4.7350296e-02 7.9398978e-04
(2, -2, -2): 9.2341031e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80633 rotation: 44.22497
corner: 1.25085 -2.91889
GOF: 2.77733 func eval: 41
Error: 2.7545656298027663 func eval: 41
********************
SF:
(1, -1, -1): 4.7350917e-02 7.9398486e-04
(2, -2, -2): 9.2333319e-04 0.0000000e+00
thickness: 3423.07 gl: 226.80614 rotation: 44.22487
corner: 1.25102 -2.91906
GOF: 2.77800 func eval: 40
Error: 2.755226260325948 func eval: 40
********************
SF:
(1, -1, -1): 4.7349998e-02 7.9392348e-04
(2, -2, -2): 9.2336030e-04 0.0000000e+00
thickness: 3423.11 gl: 226.80612 rotation: 44.22482
corner: 1.25101 -2.91905
GOF: 2.77752 func eval: 50
Error: 2.754757740458504 func eval: 50
********************
SF:
(1, -1, -1): 4.7350124e-02 7.9362701e-04
(2, -2, -2): 9.2323275e-04 0.0000000e+00
thickness: 3423.11 gl: 226.80613 rotation: 44.22477
corner: 1.25098 -2.91905
GOF: 2.77768 func eval: 62
Error: 2.7549073266201334 func eval: 62
********************
SF:
(1, -1, -1): 4.7350167e-02 7.9373149e-04
(2, -2, -2): 9.2327277e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80620 rotation: 44.22487
corner: 1.25134 -2.91918
GOF: 2.77761 func eval: 41
Error: 2.7548400378618085 func eval: 41
********************
SF:
(1, -1, -1): 4.7350286e-02 7.9402402e-04
(2, -2, -2): 9.2338482e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80620 rotation: 44.22487
corner: 1.25135 -2.91918
GOF: 2.77759 func eval: 95
Error: 2.754823278208248 func eval: 95
********************
SF:
(1, -1, -1): 4.7350261e-02 7.9396308e-04
(2, -2, -2): 9.2336148e-04 0.0000000e+00
thickness: 3423.11 gl: 226.80621 rotation: 44.22489
corner: 1.25121 -2.91908
GOF: 2.77750 func eval: 47
Error: 2.7547362280673666 func eval: 47
********************
SF:
(1, -1, -1): 4.7350630e-02 7.9385843e-04
(2, -2, -2): 9.2329808e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80611 rotation: 44.22484
corner: 1.25116 -2.91892
GOF: 2.77735 func eval: 42
Error: 2.754582139312244 func eval: 42
********************
SF:
(1, -1, -1): 4.7350613e-02 7.9374906e-04
(2, -2, -2): 9.2325464e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80619 rotation: 44.22492
corner: 1.25135 -2.91915
GOF: 2.77765 func eval: 50
Error: 2.754882562355917 func eval: 50
********************
SF:
(1, -1, -1): 4.7350334e-02 7.9391849e-04
(2, -2, -2): 9.2333922e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80608 rotation: 44.22493
corner: 1.25128 -2.91892
GOF: 2.77757 func eval: 44
Error: 2.7548017658171107 func eval: 44
********************
SF:
(1, -1, -1): 4.7350325e-02 7.9389985e-04
(2, -2, -2): 9.2334547e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80608 rotation: 44.22493
corner: 1.25147 -2.91894
GOF: 2.77779 func eval: 77
Error: 2.7550243940509733 func eval: 77
********************
SF:
(1, -1, -1): 4.7350548e-02 7.9381229e-04
(2, -2, -2): 9.2327065e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80600 rotation: 44.22493
corner: 1.25143 -2.91892
GOF: 2.77742 func eval: 54
Error: 2.7546546810963113 func eval: 54
********************
SF:
(1, -1, -1): 4.7350303e-02 7.9388205e-04
(2, -2, -2): 9.2331291e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80610 rotation: 44.22492
corner: 1.25130 -2.91883
GOF: 2.77783 func eval: 44
Error: 2.7550579133580944 func eval: 44
********************
SF:
(1, -1, -1): 4.7350537e-02 7.9373938e-04
(2, -2, -2): 9.2324169e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80596 rotation: 44.22493
corner: 1.25119 -2.91852
GOF: 2.77742 func eval: 54
Error: 2.7546551813844773 func eval: 54
********************
SF:
(1, -1, -1): 4.7350655e-02 7.9361460e-04
(2, -2, -2): 9.2313995e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80590 rotation: 44.22486
corner: 1.25120 -2.91853
GOF: 2.77796 func eval: 63
Error: 2.7551939917392416 func eval: 63
********************
SF:
(1, -1, -1): 4.7350394e-02 7.9384042e-04
(2, -2, -2): 9.2330265e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80586 rotation: 44.22496
corner: 1.25131 -2.91831
GOF: 2.77778 func eval: 49
Error: 2.755013637855405 func eval: 49
********************
SF:
(1, -1, -1): 4.7350586e-02 7.9367402e-04
(2, -2, -2): 9.2318277e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80596 rotation: 44.22485
corner: 1.25072 -2.91817
GOF: 2.77779 func eval: 46
Error: 2.7550213923219773 func eval: 46
********************
SF:
(1, -1, -1): 4.7350434e-02 7.9380576e-04
(2, -2, -2): 9.2327767e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80588 rotation: 44.22495
corner: 1.25095 -2.91836
GOF: 2.77768 func eval: 40
Error: 2.754912329501793 func eval: 40
********************
SF:
(1, -1, -1): 4.7350546e-02 7.9370869e-04
(2, -2, -2): 9.2320774e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80588 rotation: 44.22491
corner: 1.25100 -2.91836
GOF: 2.77785 func eval: 71
Error: 2.7550789254610657 func eval: 71
********************
SF:
(1, -1, -1): 4.7350457e-02 7.9378554e-04
(2, -2, -2): 9.2326310e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80591 rotation: 44.22499
corner: 1.25106 -2.91849
GOF: 2.77771 func eval: 40
Error: 2.7549373439100924 func eval: 40
********************
SF:
(1, -1, -1): 4.7350494e-02 7.9378153e-04
(2, -2, -2): 9.2325236e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80600 rotation: 44.22494
corner: 1.25150 -2.91879
GOF: 2.77758 func eval: 40
Error: 2.7548115214363476 func eval: 40
********************
SF:
(1, -1, -1): 4.7350486e-02 7.9373292e-04
(2, -2, -2): 9.2323305e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80604 rotation: 44.22496
corner: 1.25135 -2.91879
GOF: 2.77777 func eval: 53
Error: 2.7550048828125 func eval: 53
********************
SF:
(1, -1, -1): 4.7350418e-02 7.9377717e-04
(2, -2, -2): 9.2325704e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80599 rotation: 44.22486
corner: 1.25106 -2.91877
GOF: 2.77763 func eval: 48
Error: 2.7548597992443646 func eval: 48
********************
SF:
(1, -1, -1): 4.7350378e-02 7.9378622e-04
(2, -2, -2): 9.2325041e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80605 rotation: 44.22484
corner: 1.25096 -2.91869
GOF: 2.77786 func eval: 42
Error: 2.755091432665215 func eval: 42
********************
SF:
(1, -1, -1): 4.7350464e-02 7.9374402e-04
(2, -2, -2): 9.2323667e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80609 rotation: 44.22484
corner: 1.25095 -2.91869
GOF: 2.77781 func eval: 80
Error: 2.755038402119621 func eval: 80
********************
SF:
(1, -1, -1): 4.7350458e-02 7.9376102e-04
(2, -2, -2): 9.2324017e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80602 rotation: 44.22489
corner: 1.25109 -2.91874
GOF: 2.77775 func eval: 40
Error: 2.7549823698450306 func eval: 40
********************
SF:
(1, -1, -1): 4.7350407e-02 7.9375812e-04
(2, -2, -2): 9.2324329e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80599 rotation: 44.22495
corner: 1.25101 -2.91865
GOF: 2.77796 func eval: 46
Error: 2.755185987128586 func eval: 46
********************
SF:
(1, -1, -1): 4.7350453e-02 7.9372862e-04
(2, -2, -2): 9.2322730e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80607 rotation: 44.22491
corner: 1.25121 -2.91863
GOF: 2.77796 func eval: 64
Error: 2.755188488569416 func eval: 64
********************
SF:
(1, -1, -1): 4.7350381e-02 7.9376415e-04
(2, -2, -2): 9.2323887e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80589 rotation: 44.22491
corner: 1.25107 -2.91860
GOF: 2.77735 func eval: 46
Error: 2.754581138735912 func eval: 46
********************
SF:
(1, -1, -1): 4.7350409e-02 7.9373866e-04
(2, -2, -2): 9.2321992e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80592 rotation: 44.22507
corner: 1.25106 -2.91860
GOF: 2.77749 func eval: 58
Error: 2.754722470142802 func eval: 58
********************
SF:
(1, -1, -1): 4.7350326e-02 7.9372086e-04
(2, -2, -2): 9.2320955e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80608 rotation: 44.22498
corner: 1.25101 -2.91849
GOF: 2.77772 func eval: 54
Error: 2.754952602699155 func eval: 54
********************
SF:
(1, -1, -1): 4.7350353e-02 7.9372923e-04
(2, -2, -2): 9.2321593e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80599 rotation: 44.22502
corner: 1.25124 -2.91849
GOF: 2.77771 func eval: 60
Error: 2.754941096071337 func eval: 60
********************
SF:
(1, -1, -1): 4.7350430e-02 7.9375265e-04
(2, -2, -2): 9.2323379e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80607 rotation: 44.22505
corner: 1.25120 -2.91830
GOF: 2.77818 func eval: 60
Error: 2.755404613057121 func eval: 60
********************
SF:
(1, -1, -1): 4.7350369e-02 7.9373411e-04
(2, -2, -2): 9.2321965e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80597 rotation: 44.22505
corner: 1.25120 -2.91830
GOF: 2.77793 func eval: 85
Error: 2.75516122286437 func eval: 85
********************
SF:
(1, -1, -1): 4.7350382e-02 7.9374943e-04
(2, -2, -2): 9.2323117e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80589 rotation: 44.22499
corner: 1.25109 -2.91856
GOF: 2.77750 func eval: 43
Error: 2.754730224609375 func eval: 43
********************
SF:
(1, -1, -1): 4.7350401e-02 7.9373245e-04
(2, -2, -2): 9.2321854e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80607 rotation: 44.22497
corner: 1.25105 -2.91856
GOF: 2.77752 func eval: 58
Error: 2.754751486856429 func eval: 58
********************
SF:
(1, -1, -1): 4.7350364e-02 7.9372615e-04
(2, -2, -2): 9.2321588e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80606 rotation: 44.22495
corner: 1.25113 -2.91839
GOF: 2.77759 func eval: 56
Error: 2.7548272805135756 func eval: 56
********************
SF:
(1, -1, -1): 4.7350415e-02 7.9374177e-04
(2, -2, -2): 9.2322779e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80588 rotation: 44.22499
corner: 1.25109 -2.91847
GOF: 2.77775 func eval: 52
Error: 2.7549818695568646 func eval: 52
********************
SF:
(1, -1, -1): 4.7350375e-02 7.9372941e-04
(2, -2, -2): 9.2321836e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80601 rotation: 44.22498
corner: 1.25127 -2.91849
GOF: 2.77801 func eval: 54
Error: 2.75524402055584 func eval: 54
********************
SF:
(1, -1, -1): 4.7350383e-02 7.9373962e-04
(2, -2, -2): 9.2322604e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80595 rotation: 44.22500
corner: 1.25131 -2.91861
GOF: 2.77719 func eval: 53
Error: 2.754423047675461 func eval: 53
********************
SF:
(1, -1, -1): 4.7350396e-02 7.9372830e-04
(2, -2, -2): 9.2321762e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80606 rotation: 44.22499
corner: 1.25129 -2.91861
GOF: 2.77802 func eval: 53
Error: 2.755246772140753 func eval: 53
********************
SF:
(1, -1, -1): 4.7350371e-02 7.9372410e-04
(2, -2, -2): 9.2321585e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80599 rotation: 44.22496
corner: 1.25154 -2.91873
GOF: 2.77752 func eval: 41
Error: 2.7547507364241803 func eval: 41
********************
SF:
(1, -1, -1): 4.7350364e-02 7.9372752e-04
(2, -2, -2): 9.2322083e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80602 rotation: 44.22501
corner: 1.25128 -2.91888
GOF: 2.77751 func eval: 42
Error: 2.7547429819576075 func eval: 42
********************
SF:
(1, -1, -1): 4.7350384e-02 7.9373400e-04
(2, -2, -2): 9.2322592e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80616 rotation: 44.22511
corner: 1.25128 -2.91896
GOF: 2.77748 func eval: 45
Error: 2.7547119640913165 func eval: 45
********************
SF:
(1, -1, -1): 4.7350405e-02 7.9373490e-04
(2, -2, -2): 9.2322434e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80625 rotation: 44.22498
corner: 1.25111 -2.91888
GOF: 2.77794 func eval: 42
Error: 2.7551654753137806 func eval: 42
********************
SF:
(1, -1, -1): 4.7350372e-02 7.9372906e-04
(2, -2, -2): 9.2322156e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80615 rotation: 44.22491
corner: 1.25117 -2.91892
GOF: 2.77779 func eval: 40
Error: 2.7550258949154713 func eval: 40
********************
SF:
(1, -1, -1): 4.7350385e-02 7.9372655e-04
(2, -2, -2): 9.2321920e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80605 rotation: 44.22492
corner: 1.25124 -2.91876
GOF: 2.77757 func eval: 45
Error: 2.7548062684106047 func eval: 45
********************
SF:
(1, -1, -1): 4.7350384e-02 7.9373587e-04
(2, -2, -2): 9.2322596e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80605 rotation: 44.22492
corner: 1.25124 -2.91874
GOF: 2.77759 func eval: 74
Error: 2.754823778496414 func eval: 74
********************
SF:
(1, -1, -1): 4.7350370e-02 7.9373156e-04
(2, -2, -2): 9.2322257e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80606 rotation: 44.22493
corner: 1.25124 -2.91874
GOF: 2.77758 func eval: 73
Error: 2.754814523165343 func eval: 73
********************
SF:
(1, -1, -1): 4.7350375e-02 7.9372928e-04
(2, -2, -2): 9.2321925e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80606 rotation: 44.22493
corner: 1.25124 -2.91874
GOF: 2.77824 func eval: 105
Error: 2.7554686499423666 func eval: 105
********************
SF:
(1, -1, -1): 4.7350382e-02 7.9373450e-04
(2, -2, -2): 9.2322456e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80599 rotation: 44.22487
corner: 1.25123 -2.91893
GOF: 2.77756 func eval: 45
Error: 2.754789008468878 func eval: 45
********************
SF:
(1, -1, -1): 4.7350396e-02 7.9373556e-04
(2, -2, -2): 9.2322398e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80600 rotation: 44.22487
corner: 1.25123 -2.91891
GOF: 2.77758 func eval: 74
Error: 2.754815523741675 func eval: 74
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373239e-04
(2, -2, -2): 9.2322286e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80600 rotation: 44.22485
corner: 1.25129 -2.91897
GOF: 2.77708 func eval: 52
Error: 2.7543154857197747 func eval: 52
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9374446e-04
(2, -2, -2): 9.2322977e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80605 rotation: 44.22490
corner: 1.25124 -2.91903
GOF: 2.77741 func eval: 41
Error: 2.7546441750448256 func eval: 41
********************
SF:
(1, -1, -1): 4.7350375e-02 7.9374315e-04
(2, -2, -2): 9.2322789e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80609 rotation: 44.22491
corner: 1.25117 -2.91896
GOF: 2.77798 func eval: 42
Error: 2.755214003265881 func eval: 42
********************
SF:
(1, -1, -1): 4.7350380e-02 7.9373630e-04
(2, -2, -2): 9.2322526e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80606 rotation: 44.22490
corner: 1.25114 -2.91893
GOF: 2.77741 func eval: 63
Error: 2.75464367475666 func eval: 63
********************
SF:
(1, -1, -1): 4.7350384e-02 7.9372775e-04
(2, -2, -2): 9.2321967e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80611 rotation: 44.22488
corner: 1.25138 -2.91901
GOF: 2.77777 func eval: 43
Error: 2.7549973784900104 func eval: 43
********************
SF:
(1, -1, -1): 4.7350378e-02 7.9374098e-04
(2, -2, -2): 9.2322767e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80611 rotation: 44.22496
corner: 1.25164 -2.91927
GOF: 2.77720 func eval: 45
Error: 2.7544370557441087 func eval: 45
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373903e-04
(2, -2, -2): 9.2322579e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80602 rotation: 44.22494
corner: 1.25153 -2.91890
GOF: 2.77729 func eval: 46
Error: 2.7545251064613216 func eval: 46
********************
SF:
(1, -1, -1): 4.7350378e-02 7.9373846e-04
(2, -2, -2): 9.2322568e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80590 rotation: 44.22491
corner: 1.25150 -2.91883
GOF: 2.77802 func eval: 51
Error: 2.755244520844006 func eval: 51
********************
SF:
(1, -1, -1): 4.7350381e-02 7.9373721e-04
(2, -2, -2): 9.2322498e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80598 rotation: 44.22495
corner: 1.25140 -2.91875
GOF: 2.77795 func eval: 42
Error: 2.755183985975922 func eval: 42
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373812e-04
(2, -2, -2): 9.2322606e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80592 rotation: 44.22497
corner: 1.25135 -2.91892
GOF: 2.77782 func eval: 46
Error: 2.7550461565861935 func eval: 46
********************
SF:
(1, -1, -1): 4.7350379e-02 7.9373500e-04
(2, -2, -2): 9.2322446e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80612 rotation: 44.22499
corner: 1.25133 -2.91873
GOF: 2.77760 func eval: 56
Error: 2.7548302822425716 func eval: 56
********************
SF:
(1, -1, -1): 4.7350374e-02 7.9373313e-04
(2, -2, -2): 9.2322394e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80602 rotation: 44.22495
corner: 1.25150 -2.91893
GOF: 2.77787 func eval: 41
Error: 2.7551049404456966 func eval: 41
********************
SF:
(1, -1, -1): 4.7350375e-02 7.9373398e-04
(2, -2, -2): 9.2322416e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80599 rotation: 44.22494
corner: 1.25151 -2.91889
GOF: 2.77785 func eval: 61
Error: 2.7550811767578125 func eval: 61
********************
SF:
(1, -1, -1): 4.7350379e-02 7.9373636e-04
(2, -2, -2): 9.2322476e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80597 rotation: 44.22496
corner: 1.25133 -2.91877
GOF: 2.77742 func eval: 45
Error: 2.7546496782146517 func eval: 45
********************
SF:
(1, -1, -1): 4.7350379e-02 7.9373105e-04
(2, -2, -2): 9.2322199e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80600 rotation: 44.22502
corner: 1.25142 -2.91858
GOF: 2.77763 func eval: 43
Error: 2.7548638015496927 func eval: 43
********************
SF:
(1, -1, -1): 4.7350379e-02 7.9373252e-04
(2, -2, -2): 9.2322284e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80592 rotation: 44.22499
corner: 1.25133 -2.91874
GOF: 2.77747 func eval: 40
Error: 2.754700707607582 func eval: 40
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373252e-04
(2, -2, -2): 9.2322252e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80603 rotation: 44.22496
corner: 1.25127 -2.91875
GOF: 2.77769 func eval: 44
Error: 2.7549208344006146 func eval: 44
********************
SF:
(1, -1, -1): 4.7350378e-02 7.9373448e-04
(2, -2, -2): 9.2322405e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80613 rotation: 44.22496
corner: 1.25126 -2.91896
GOF: 2.77778 func eval: 55
Error: 2.7550148885758197 func eval: 55
********************
SF:
(1, -1, -1): 4.7350378e-02 7.9373504e-04
(2, -2, -2): 9.2322413e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80637 rotation: 44.22496
corner: 1.25078 -2.91873
GOF: 2.77763 func eval: 53
Error: 2.7548623006851947 func eval: 53
********************
SF:
(1, -1, -1): 4.7350378e-02 7.9373248e-04
(2, -2, -2): 9.2322285e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80627 rotation: 44.22499
corner: 1.25098 -2.91881
GOF: 2.77741 func eval: 43
Error: 2.7546451756211576 func eval: 43
********************
SF:
(1, -1, -1): 4.7350378e-02 7.9373413e-04
(2, -2, -2): 9.2322392e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80612 rotation: 44.22500
corner: 1.25106 -2.91878
GOF: 2.77742 func eval: 56
Error: 2.7546494280705685 func eval: 56
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373096e-04
(2, -2, -2): 9.2322229e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80612 rotation: 44.22497
corner: 1.25106 -2.91882
GOF: 2.77771 func eval: 71
Error: 2.754938094342341 func eval: 71
********************
SF:
(1, -1, -1): 4.7350378e-02 7.9373419e-04
(2, -2, -2): 9.2322375e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80646 rotation: 44.22497
corner: 1.25106 -2.91919
GOF: 2.77753 func eval: 70
Error: 2.754762493196081 func eval: 70
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373181e-04
(2, -2, -2): 9.2322267e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80632 rotation: 44.22486
corner: 1.25102 -2.91901
GOF: 2.77763 func eval: 42
Error: 2.7548602995325306 func eval: 42
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373369e-04
(2, -2, -2): 9.2322352e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80605 rotation: 44.22489
corner: 1.25117 -2.91895
GOF: 2.77769 func eval: 50
Error: 2.7549235859855274 func eval: 50
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373245e-04
(2, -2, -2): 9.2322285e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80616 rotation: 44.22502
corner: 1.25141 -2.91886
GOF: 2.77741 func eval: 43
Error: 2.7546451756211576 func eval: 43
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373355e-04
(2, -2, -2): 9.2322357e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80616 rotation: 44.22502
corner: 1.25141 -2.91886
GOF: 2.77806 func eval: 117
Error: 2.7552885462026127 func eval: 117
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373359e-04
(2, -2, -2): 9.2322345e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80616 rotation: 44.22497
corner: 1.25144 -2.91917
GOF: 2.77766 func eval: 53
Error: 2.7548908171106556 func eval: 53
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373207e-04
(2, -2, -2): 9.2322254e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80618 rotation: 44.22495
corner: 1.25144 -2.91904
GOF: 2.77769 func eval: 60
Error: 2.754917332383453 func eval: 60
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373238e-04
(2, -2, -2): 9.2322275e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80609 rotation: 44.22507
corner: 1.25143 -2.91856
GOF: 2.77789 func eval: 49
Error: 2.7551159467853483 func eval: 49
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373243e-04
(2, -2, -2): 9.2322285e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80599 rotation: 44.22502
corner: 1.25133 -2.91879
GOF: 2.77708 func eval: 41
Error: 2.7543154857197747 func eval: 41
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373319e-04
(2, -2, -2): 9.2322325e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80627 rotation: 44.22502
corner: 1.25090 -2.91861
GOF: 2.77772 func eval: 47
Error: 2.7549548539959017 func eval: 47
********************
SF:
(1, -1, -1): 4.7350377e-02 7.9373316e-04
(2, -2, -2): 9.2322333e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80614 rotation: 44.22502
corner: 1.25090 -2.91861
GOF: 2.77754 func eval: 85
Error: 2.754770497806737 func eval: 85
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373213e-04
(2, -2, -2): 9.2322278e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80607 rotation: 44.22501
corner: 1.25098 -2.91885
GOF: 2.77767 func eval: 45
Error: 2.7549063260438014 func eval: 45
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373235e-04
(2, -2, -2): 9.2322288e-04 0.0000000e+00
thickness: 3423.09 gl: 226.80626 rotation: 44.22493
corner: 1.25098 -2.91886
GOF: 2.77777 func eval: 60
Error: 2.755003381948002 func eval: 60
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373242e-04
(2, -2, -2): 9.2322286e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80617 rotation: 44.22483
corner: 1.25095 -2.91887
GOF: 2.77708 func eval: 51
Error: 2.7543154857197747 func eval: 51
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373291e-04
(2, -2, -2): 9.2322317e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80629 rotation: 44.22484
corner: 1.25095 -2.91887
GOF: 2.77758 func eval: 90
Error: 2.754817274750256 func eval: 90
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373292e-04
(2, -2, -2): 9.2322312e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80627 rotation: 44.22497
corner: 1.25090 -2.91894
GOF: 2.77782 func eval: 46
Error: 2.7550524101882683 func eval: 46
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373222e-04
(2, -2, -2): 9.2322280e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80626 rotation: 44.22497
corner: 1.25125 -2.91897
GOF: 2.77768 func eval: 55
Error: 2.754910578493212 func eval: 55
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373237e-04
(2, -2, -2): 9.2322287e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80639 rotation: 44.22494
corner: 1.25090 -2.91908
GOF: 2.77777 func eval: 47
Error: 2.755003632092085 func eval: 47
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373241e-04
(2, -2, -2): 9.2322286e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80658 rotation: 44.22494
corner: 1.25075 -2.91907
GOF: 2.77708 func eval: 58
Error: 2.7543154857197747 func eval: 58
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373273e-04
(2, -2, -2): 9.2322307e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80626 rotation: 44.22481
corner: 1.25085 -2.91898
GOF: 2.77793 func eval: 45
Error: 2.755158221135374 func eval: 45
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373275e-04
(2, -2, -2): 9.2322303e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80612 rotation: 44.22482
corner: 1.25094 -2.91886
GOF: 2.77758 func eval: 43
Error: 2.7548117715804303 func eval: 43
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373230e-04
(2, -2, -2): 9.2322276e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80622 rotation: 44.22493
corner: 1.25093 -2.91890
GOF: 2.77756 func eval: 41
Error: 2.754792760630123 func eval: 41
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373198e-04
(2, -2, -2): 9.2322262e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80629 rotation: 44.22497
corner: 1.25117 -2.91899
GOF: 2.77755 func eval: 42
Error: 2.754787007316214 func eval: 42
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373223e-04
(2, -2, -2): 9.2322279e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80630 rotation: 44.22498
corner: 1.25109 -2.91908
GOF: 2.77768 func eval: 52
Error: 2.754910328349129 func eval: 52
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373228e-04
(2, -2, -2): 9.2322277e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80632 rotation: 44.22500
corner: 1.25109 -2.91908
GOF: 2.77756 func eval: 66
Error: 2.754792260341957 func eval: 66
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373224e-04
(2, -2, -2): 9.2322279e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80633 rotation: 44.22495
corner: 1.25094 -2.91908
GOF: 2.77768 func eval: 62
Error: 2.754910328349129 func eval: 62
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373227e-04
(2, -2, -2): 9.2322277e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80633 rotation: 44.22495
corner: 1.25094 -2.91908
GOF: 2.77756 func eval: 91
Error: 2.754792260341957 func eval: 91
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373240e-04
(2, -2, -2): 9.2322286e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80630 rotation: 44.22490
corner: 1.25107 -2.91930
GOF: 2.77708 func eval: 40
Error: 2.7543154857197747 func eval: 40
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373212e-04
(2, -2, -2): 9.2322270e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80631 rotation: 44.22491
corner: 1.25107 -2.91930
GOF: 2.77792 func eval: 84
Error: 2.7551454637871413 func eval: 84
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373232e-04
(2, -2, -2): 9.2322280e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80631 rotation: 44.22491
corner: 1.25107 -2.91930
GOF: 2.77796 func eval: 101
Error: 2.755191240154329 func eval: 101
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373229e-04
(2, -2, -2): 9.2322281e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80633 rotation: 44.22491
corner: 1.25107 -2.91930
GOF: 2.77796 func eval: 81
Error: 2.755191240154329 func eval: 81
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373231e-04
(2, -2, -2): 9.2322280e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80632 rotation: 44.22495
corner: 1.25107 -2.91931
GOF: 2.77796 func eval: 57
Error: 2.755191240154329 func eval: 57
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373240e-04
(2, -2, -2): 9.2322286e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80636 rotation: 44.22489
corner: 1.25115 -2.91931
GOF: 2.77708 func eval: 46
Error: 2.7543152355756915 func eval: 46
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373221e-04
(2, -2, -2): 9.2322275e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80617 rotation: 44.22486
corner: 1.25120 -2.91913
GOF: 2.77756 func eval: 44
Error: 2.754791760053791 func eval: 44
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373234e-04
(2, -2, -2): 9.2322282e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80609 rotation: 44.22491
corner: 1.25125 -2.91900
GOF: 2.77749 func eval: 42
Error: 2.7547197185578893 func eval: 42
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373254e-04
(2, -2, -2): 9.2322294e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80641 rotation: 44.22497
corner: 1.25121 -2.91913
GOF: 2.77777 func eval: 41
Error: 2.7550048828125 func eval: 41
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373228e-04
(2, -2, -2): 9.2322279e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80622 rotation: 44.22493
corner: 1.25121 -2.91905
GOF: 2.77796 func eval: 46
Error: 2.755191240154329 func eval: 46
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373239e-04
(2, -2, -2): 9.2322286e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80618 rotation: 44.22487
corner: 1.25118 -2.91912
GOF: 2.77708 func eval: 42
Error: 2.7543154857197747 func eval: 42
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373236e-04
(2, -2, -2): 9.2322283e-04 0.0000000e+00
thickness: 3423.11 gl: 226.80619 rotation: 44.22497
corner: 1.25133 -2.91912
GOF: 2.77749 func eval: 57
Error: 2.7547197185578893 func eval: 57
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373227e-04
(2, -2, -2): 9.2322279e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80617 rotation: 44.22493
corner: 1.25101 -2.91867
GOF: 2.77796 func eval: 47
Error: 2.755191240154329 func eval: 47
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373250e-04
(2, -2, -2): 9.2322291e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80617 rotation: 44.22493
corner: 1.25101 -2.91867
GOF: 2.77769 func eval: 113
Error: 2.7549235859855274 func eval: 113
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373245e-04
(2, -2, -2): 9.2322289e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80596 rotation: 44.22487
corner: 1.25096 -2.91873
GOF: 2.77741 func eval: 51
Error: 2.7546451756211576 func eval: 51
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373247e-04
(2, -2, -2): 9.2322290e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80614 rotation: 44.22487
corner: 1.25096 -2.91873
GOF: 2.77769 func eval: 77
Error: 2.7549235859855274 func eval: 77
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373238e-04
(2, -2, -2): 9.2322285e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80620 rotation: 44.22495
corner: 1.25104 -2.91885
GOF: 2.77708 func eval: 42
Error: 2.7543154857197747 func eval: 42
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373233e-04
(2, -2, -2): 9.2322282e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80611 rotation: 44.22496
corner: 1.25107 -2.91885
GOF: 2.77749 func eval: 57
Error: 2.7547194684138065 func eval: 57
********************
SF:
(1, -1, -1): 4.7350376e-02 7.9373243e-04
(2, -2, -2): 9.2322287e-04 0.0000000e+00
thickness: 3423.10 gl: 226.80617 rotation: 44.22494
corner: 1.25082 -2.91884
GOF: 2.77708 func eval: 49
Error: 2.7543154857197747 func eval: 49
********************
Optimization terminated successfully.
Current function value: 2.777078
Iterations: 98
Function evaluations: 233
[17]:
%matplotlib inline
fine.display([0,])
(1, -1, -1): U 0.0473504 UA 0.0007937
(2, -2, -2): U 0.0009232 UA 0.0000000
Chi Square background for each disk: 2.77708
No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
[17]:
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105.329384, 159.33693 , 170.13115 , 115.242134,
98.43761 , 51.90651 , 58.070084, 92.55951 ,
128.23131 , 93.8825 , 71.29088 , 51.915596,
67.487495, 88.19801 , 138.54913 , 174.19174 ,
135.16019 , 102.675415, 69.48671 , 43.05283 ,
36.499447, 70.69781 , 91.27959 , 120.781624,
123.13015 , 146.33473 , 132.49521 , 96.51876 ,
77.12936 , 52.317577, 39.6853 , 79.50824 ,
92.224724, 114.14242 , 134.35925 , 136.80196 ,
146.2433 , 103.56879 , 84.94141 , 83.56645 ,
50.260094, 51.470497, 63.311462, 70.85064 ,
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165.31316 , 148.82146 , 92.11967 , 77.75542 ,
40.98478 , 58.468098, 81.75309 , 148.55745 ,
189.33308 , 183.73148 , 228.12004 , 184.66045 ,
114.81267 , 81.60892 , 62.68261 , 54.681995,
97.26853 , 141.38297 , 153.47113 , 179.68564 ,
195.61057 , 231.16522 , 231.02155 , 175.81935 ,
165.32924 , 218.65619 , 224.25987 , 221.18678 ,
179.59038 , 132.08557 , 111.722145, 84.438866,
85.74762 , 115.75576 , 182.96616 , 247.9766 ,
317.68796 , 323.16467 , 299.4425 , 237.1481 ,
136.38841 , 73.68668 , 60.43006 , 125.16873 ,
221.37296 ]],
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1959.2672 , 1731.2318 , 1355.9625 , 1182.9989 ,
1087.6776 , 1151.8779 , 1294.0853 , 1580.1648 ,
1805.3809 , 2010.2535 , 2011.7526 , 1924.1501 ,
1895.0332 , 1721.257 , 1575.5139 , 1535.5659 ,
1537.1924 , 1368.2832 , 1394.2201 , 1282.5874 ,
1380.5808 , 1325.1322 , 1405.5564 , 1288.25 ,
1223.18 , 1107.4253 , 958.0341 , 851.3041 ,
827.04736 , 619.6608 , 495.1052 , 689.7158 ,
1084.4878 , 1429.483 , 1568.4971 , 1629.558 ,
1497.0848 , 1285.2081 , 1103.5646 , 1020.0726 ,
774.6516 , 736.18506 , 793.1433 , 861.46515 ,
820.00256 , 786.0028 , 733.22614 , 701.975 ,
710.4874 , 789.18677 , 936.35144 , 1035.4584 ,
1096.8982 , 1191.449 , 1335.6816 , 1352.4839 ,
1482.5934 , 1545.2456 , 1678.3258 , 1672.1754 ,
1762.8917 , 1713.9331 , 1680.3196 , 1683.3949 ,
1566.2986 , 1597.0269 , 1661.9324 , 1570.1489 ,
1614.0543 , 1531.3452 , 1451.9653 , 1309.2035 ,
1246.295 , 1073.253 , 840.1099 , 855.3639 ,
1093.1389 , 1282.5371 , 1290.5367 , 1284.3046 ,
1219.8186 , 1264.0919 , 1309.5571 , 1129.8673 ,
699.7466 , 603.9517 , 891.1947 , 999.5767 ,
1060.0048 , 1033.4026 , 1145.272 , 1253.9694 ,
1334.0306 , 1537.3655 , 1559.0723 , 1615.6912 ,
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246.46416 , 249.38615 , 340.4285 , 419.6063 ,
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49.91464 , 38.59841 , 38.962563, 35.464695,
49.516327, 90.87788 , 153.64487 , 226.35828 ,
341.73383 , 494.74466 , 667.15466 , 771.80164 ,
813.14197 , 815.5745 , 797.74646 , 732.03186 ,
615.01056 , 584.54816 , 592.6741 , 502.55994 ,
518.0176 , 468.6956 , 416.50238 , 331.02695 ,
220.2927 , 145.14522 , 80.522316, 48.909916,
47.2736 , 38.25071 , 42.98317 , 35.83755 ,
61.88539 , 68.25069 , 119.05301 , 173.88556 ,
265.92804 , 316.92032 , 333.26538 , 408.3887 ,
388.85327 , 380.34055 , 363.9133 , 217.8657 ,
185.91548 , 205.4036 , 247.57173 , 242.06158 ,
231.64029 , 186.45306 , 128.4928 , 264.89 ,
615.089 , 835.5399 , 655.16455 , 463.02615 ,
338.64163 , 254.29971 , 165.69432 , 82.95515 ,
69.84661 , 46.949795, 34.490475, 35.05229 ,
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211.8171 , 398.5419 , 608.4718 , 673.5344 ,
696.57806 , 620.81555 , 425.07852 , 274.33606 ,
152.32552 , 53.991505, 59.359055, 101.01527 ,
197.87143 , 304.20593 , 398.93127 , 458.87494 ,
485.5521 , 435.95557 , 364.5783 , 241.09073 ,
168.67657 , 91.102684, 51.52268 , 74.04592 ,
177.04074 , 317.53317 , 519.28174 , 712.2876 ,
753.2404 , 889.9586 , 682.9885 , 480.6999 ,
220.37299 , 92.56577 , 66.971855, 127.56972 ,
297.81595 , 498.22043 , 491.514 , 399.2525 ,
327.22968 , 252.07977 , 174.44264 , 106.03961 ,
119.144554, 203.51248 , 332.6474 , 406.79425 ,
456.70538 , 387.0662 , 291.23706 , 144.87712 ,
87.14331 , 54.070705, 79.9953 , 140.4839 ,
155.23772 , 191.97093 , 163.99522 , 113.25364 ,
62.221783, 38.323017, 35.00781 , 74.20661 ,
86.87965 , 151.89136 , 146.87262 , 153.56622 ,
118.95718 , 70.98523 , 40.97527 , 52.079403,
82.63411 , 106.9497 , 127.79898 , 95.713135,
90.98989 , 138.06592 , 150.85779 , 144.9869 ,
127.09086 , 96.5981 , 53.761707, 60.116 ,
40.16122 , 59.221565, 70.237144, 59.585888,
41.92397 , 53.70883 , 45.48108 , 50.26182 ,
41.52954 , 31.269571, 35.09225 , 40.76834 ,
40.179234]]], dtype=float32),
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134.73131 , 167.75238 , 132.25676 , 109.973755,
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103.34591 , 108.84471 , 76.95023 , 42.939453,
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161.25385 , 135.34402 , 108.52589 , 67.23294 ,
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51.327873]],
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2355.932 , 2374.3354 , 2249.303 , 2131.6414 ,
1724.5779 , 1361.8042 , 1086.7239 , 968.945 ,
869.25024 , 994.73535 , 1164.7666 , 1432.9299 ,
1665.1152 , 1797.8912 , 1941.1072 , 1888.9348 ,
1865.9563 , 1666.086 , 1548.7267 , 1478.1459 ,
1336.6776 , 1316.4127 , 1266.8333 , 1252.7494 ,
1311.6204 , 1329.8741 , 1292.9772 , 1340.2493 ,
1308.0791 , 1335.2206 , 1303.8901 , 1031.0228 ,
905.0544 , 746.0808 , 739.7276 , 717.9553 ,
827.7121 , 1005.06976 , 1298.0463 , 1443.134 ,
1686.2148 , 1739.0914 , 1594.2317 , 1474.352 ,
1186.8918 , 954.5422 , 975.45917 , 925.0001 ,
897.64386 , 912.71313 , 912.3739 , 914.8089 ,
885.0034 , 877.88275 , 816.4392 , 781.20917 ,
731.5214 , 610.24133 , 583.3316 , 622.51135 ,
884.0143 , 1046.91 , 1208.2904 , 1265.7998 ,
1374.6298 , 1466.4398 , 1445.2615 , 1534.798 ,
1687.6033 , 1660.786 , 1667.912 , 1669.573 ,
1635.4199 , 1634.2532 , 1574.4619 , 1577.3806 ,
1549.691 , 1533.8273 , 1459.2412 , 1397.1023 ,
1387.476 , 1328.3661 , 1262.4131 , 1191.6425 ,
1155.0273 , 1089.2354 , 1063.6096 , 972.98865 ,
1008.9729 , 893.69904 , 812.5356 , 930.0977 ,
1152.3009 , 1261.6038 , 1338.5374 , 1289.0535 ,
1317.2812 ]],
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522.66516 , 482.8733 , 450.19592 , 431.06137 ,
425.56668 , 409.4556 , 419.3832 , 440.8491 ,
453.63913 , 470.61087 , 510.70514 , 515.47235 ,
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335.6856 , 312.35608 , 250.92812 , 169.69554 ,
107.197266, 74.00769 , 46.2468 , 30.809376,
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106.129555, 187.29454 , 210.8376 , 286.5742 ,
426.31152 , 622.68585 , 761.7651 , 790.15247 ,
863.8561 , 799.6766 , 820.84235 , 732.18225 ,
693.1779 , 675.5615 , 581.7808 , 520.3275 ,
493.34656 , 477.36313 , 446.56473 , 362.28387 ,
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394.3957 , 377.98822 , 369.56183 , 356.9308 ,
353.73553 , 351.03625 , 256.01364 , 195.0294 ,
161.51826 , 213.60632 , 228.23798 , 234.94241 ,
177.138 ]],
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124.503075, 78.19109 , 97.19439 , 224.24304 ,
395.62708 , 654.64154 , 801.5855 , 832.1611 ,
734.6168 , 703.988 , 506.46585 , 296.21704 ,
151.18196 , 86.494286, 55.57669 , 76.327705,
143.3016 , 210.08885 , 294.40353 , 383.6068 ,
411.00287 , 422.75354 , 401.75595 , 396.0963 ,
289.24933 , 179.94154 , 108.60405 , 41.051994,
53.03498 , 134.04759 , 259.24323 , 455.56647 ,
642.367 , 761.9196 , 809.4806 , 928.45404 ,
704.40405 , 593.07574 , 392.83325 , 210.4399 ,
92.80851 , 54.060093, 134.33965 , 286.0399 ,
433.61517 , 563.9362 , 528.79724 , 460.63843 ,
361.84863 , 187.49669 , 118.14056 , 96.92106 ,
135.37846 , 283.07028 , 351.81894 , 477.42862 ,
508.05377 , 407.09048 , 342.8732 , 174.78494 ,
90.39775 , 40.69719 , 63.418755, 112.05648 ,
166.65715 , 206.57777 , 214.49844 , 170.75266 ,
86.20599 , 57.019444, 54.933517, 39.236816,
71.94227 , 89.80444 , 118.96428 , 140.4251 ,
123.267006, 97.04307 , 78.55613 , 61.430798,
38.475246, 33.072124, 50.58443 , 63.236156,
77.64785 , 95.504684, 98.42377 , 97.57027 ,
103.61352 , 99.616516, 81.23624 , 54.30288 ,
54.517563, 52.293434, 45.483406, 41.71339 ,
37.22879 ]]], dtype=float32),
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51.41985 , 52.800056, 43.84447 , 58.91176 ,
55.213303, 45.804535, 52.141693, 55.222595,
61.045277, 60.49281 , 47.29338 , 45.769135,
56.63411 , 52.557426, 63.518654, 52.755238,
38.193314]],
[[1427.981 , 1515.8143 , 1392.25 , 1365.3663 ,
1416.7245 , 1367.708 , 1287.6058 , 1322.7833 ,
1349.8093 , 1393.2462 , 1401.4626 , 1406.4877 ,
1414.5481 , 1385.243 , 1385.4749 , 1413.9575 ,
1401.6799 , 1371.7104 , 1365.8622 , 1358.8344 ,
1403.1927 ]],
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360.98758 , 360.8647 , 361.64148 , 368.14288 ,
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363.34393 , 358.75085 , 381.13254 , 371.68097 ,
397.1353 , 405.24667 , 377.7345 , 395.22156 ,
401.28458 ]],
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459.9466 , 453.74988 , 463.4456 , 474.57755 ,
446.97348 , 446.17673 , 496.519 , 391.41824 ,
421.4452 ]]], dtype=float32),
array([[[ 197.97568 , 174.558 , 188.47647 , 159.01169 ,
173.41328 , 166.39757 , 158.8057 , 149.52983 ,
168.36873 , 149.6404 , 162.17581 , 147.69316 ,
153.57353 , 167.91208 , 154.83902 , 163.76004 ,
158.73169 , 154.6408 , 169.69858 , 151.79034 ,
180.81781 ]],
[[1267.5094 , 1221.172 , 1230.7866 , 1116.213 ,
1024.7955 , 1066.7091 , 960.5013 , 895.6975 ,
923.073 , 891.35895 , 812.98035 , 828.1795 ,
720.25854 , 711.33154 , 718.4964 , 758.1103 ,
733.5806 , 818.9112 , 805.1173 , 778.7898 ,
792.6326 ]],
[[ 197.57683 , 202.75626 , 190.8639 , 173.30371 ,
165.85051 , 177.10757 , 192.94753 , 203.33047 ,
220.58041 , 191.96053 , 259.9893 , 277.48712 ,
263.33563 , 293.71936 , 350.88773 , 390.98703 ,
395.5371 , 438.25864 , 410.0052 , 448.23062 ,
425.0775 ]],
[[ 139.34706 , 117.25518 , 105.84767 , 97.41632 ,
119.08676 , 95.56163 , 90.55265 , 105.05301 ,
119.69588 , 103.24944 , 108.03854 , 101.95767 ,
118.95042 , 141.51532 , 110.317635, 113.17107 ,
104.530945, 135.85379 , 125.16732 , 124.86701 ,
115.23069 ]]], dtype=float32)],
[array([[[ 148.79161 , 137.72552 , 99.92807 , 53.05166 ,
20.601774, 19.29321 , 39.046738, 54.870377,
68.17687 , 97.34293 , 135.59953 , 148.22998 ,
122.88241 , 75.82394 , 30.691212, 16.97352 ,
54.741165, 119.547104, 145.64874 , 105.843834,
55.558014, 50.169662, 87.21564 , 137.91003 ,
169.76828 , 156.60931 , 106.78833 , 49.35855 ,
18.745495, 26.845402, 64.97616 , 111.20007 ,
151.70972 , 167.27127 , 158.99858 , 140.50803 ,
80.70711 , 44.62482 , 24.739052, 20.615673,
58.498215, 114.73183 , 173.9526 , 210.20801 ,
193.66223 , 153.44588 , 126.59834 , 73.96467 ,
33.483166, 19.55412 , 34.245728, 84.208725,
130.99463 , 95.83194 , 74.79939 , 170.54219 ,
228.19958 , 185.89658 , 136.97992 , 79.05934 ,
25.204025, 19.654774, 69.05538 , 153.27785 ,
225.06943 , 270.9172 , 282.69812 , 243.88928 ,
177.65688 , 81.700615, 33.778275, 16.294254,
60.475906, 135.50142 , 196.77084 , 223.65257 ,
231.05273 , 233.88486 , 199.6484 , 138.58786 ,
140.99956 , 166.94273 , 198.03665 , 233.62344 ,
239.13734 , 201.84265 , 131.9006 , 80.539925,
48.196198, 87.45792 , 168.13846 , 252.99008 ,
369.66595 , 407.2688 , 376.3165 , 276.91882 ,
145.22687 , 49.68052 , 21.512281, 78.60401 ,
204.70311 ]],
[[1878.6505 , 2160.7944 , 2324.719 , 2226.2625 ,
1913.5049 , 1581.9441 , 1283.1365 , 1043.4974 ,
949.7425 , 1023.126 , 1205.0403 , 1430.2393 ,
1652.9854 , 1829.366 , 1914.9113 , 1883.965 ,
1755.9177 , 1632.9062 , 1538.8372 , 1428.3754 ,
1363.0745 , 1362.516 , 1368.3654 , 1363.7372 ,
1334.3999 , 1312.1964 , 1353.4606 , 1390.1702 ,
1320.9471 , 1160.1594 , 1028.9259 , 886.72754 ,
846.7133 , 782.64606 , 753.2521 , 1060.3114 ,
1205.5602 , 1124.5104 , 1372.6036 , 1678.4375 ,
1567.2174 , 1329.0151 , 1171.0435 , 1041.4425 ,
922.1853 , 783.86096 , 837.5124 , 944.51666 ,
939.1218 , 915.31226 , 826.34766 , 761.49805 ,
729.75494 , 798.0295 , 932.72205 , 1003.6002 ,
1060.1317 , 1174.5483 , 1282.6293 , 1401.779 ,
1518.3395 , 1587.5615 , 1633.7115 , 1609.9164 ,
1607.525 , 1578.2426 , 1562.0204 , 1590.8947 ,
1594.2212 , 1621.551 , 1566.7363 , 1545.182 ,
1488.9087 , 1366.4475 , 1304.6458 , 1158.4845 ,
1134.6753 , 999.4744 , 702.10266 , 999.974 ,
1323.1394 , 1272.6573 , 1214.0898 , 1191.9203 ,
1190.1927 , 1252.6991 , 1476.1072 , 1043.7335 ,
398.64227 , 779.7897 , 997.9031 , 862.0708 ,
941.37964 , 977.7916 , 1133.8605 , 1272.1887 ,
1432.8457 , 1548.4772 , 1575.2611 , 1521.3424 ,
1382.7953 ]],
[[ 188.47629 , 85.78032 , 62.410866, 137.08707 ,
292.71597 , 463.58 , 614.83606 , 718.1911 ,
729.75836 , 685.1231 , 627.58124 , 575.54565 ,
554.0033 , 534.60864 , 495.41727 , 457.69165 ,
409.82544 , 325.3379 , 276.71042 , 307.1878 ,
332.36765 , 323.13986 , 298.0927 , 284.89395 ,
364.6927 , 491.13754 , 549.1161 , 546.04236 ,
533.52924 , 481.6267 , 377.03833 , 298.33514 ,
215.0249 , 81.26825 , 35.360016, 47.221573,
37.08555 , 34.679585, 47.360573, 72.71326 ,
67.60153 , 87.23186 , 144.19064 , 227.42969 ,
350.03387 , 516.6788 , 650.383 , 763.8494 ,
878.6956 , 898.1094 , 834.5729 , 745.88605 ,
670.67596 , 634.4994 , 624.21 , 610.8741 ,
596.7132 , 560.15594 , 461.5648 , 340.5496 ,
226.73277 , 141.38762 , 89.80718 , 63.914616,
58.77771 , 60.163887, 61.543007, 62.096313,
67.61217 , 88.23357 , 128.67238 , 185.43803 ,
251.9448 , 310.1501 , 353.34485 , 380.6539 ,
391.41953 , 433.2508 , 339.37967 , 144.6824 ,
159.70065 , 254.38985 , 267.16776 , 268.15384 ,
224.56001 , 205.28238 , 94.516205, 293.2434 ,
882.497 , 880.45764 , 494.23526 , 428.44604 ,
354.31915 , 260.20953 , 182.2213 , 126.21185 ,
99.11629 , 83.57527 , 73.74673 , 60.3096 ,
48.931225]],
[[ 300.89587 , 144.61087 , 56.13244 , 77.02728 ,
263.10464 , 497.71753 , 628.6104 , 703.18964 ,
728.9141 , 661.8564 , 530.9776 , 356.9606 ,
180.2038 , 69.72436 , 41.955288, 81.05003 ,
154.11171 , 250.16118 , 363.60272 , 441.64914 ,
461.18195 , 451.9994 , 394.58163 , 280.54825 ,
176.67772 , 103.025505, 50.17832 , 49.39337 ,
130.8244 , 282.6181 , 450.65656 , 617.64417 ,
687.56976 , 703.5026 , 707.99066 , 606.7651 ,
364.07922 , 128.18387 , 47.39435 , 104.062225,
243.34967 , 390.7538 , 464.30542 , 471.25595 ,
331.51334 , 154.07178 , 133.37927 , 139.61078 ,
99.7722 , 147.0537 , 282.70517 , 384.0916 ,
412.94208 , 380.55493 , 275.20627 , 161.06041 ,
86.50694 , 50.940758, 70.56703 , 126.92413 ,
186.07777 , 200.88878 , 171.50198 , 109.09645 ,
64.4468 , 41.92033 , 44.817364, 63.163628,
100.575386, 147.44458 , 168.20659 , 155.09526 ,
106.940414, 56.682816, 44.029854, 65.690346,
91.47667 , 112.49921 , 100.345505, 72.57955 ,
127.105194, 171.8107 , 166.7551 , 137.6321 ,
101.28412 , 78.01132 , 55.248947, 45.902534,
57.83969 , 57.43199 , 50.925087, 56.185432,
61.601257, 64.86245 , 66.35473 , 65.12224 ,
58.09795 , 49.75875 , 45.46452 , 46.748104,
50.386078]]], dtype=float32),
array([[[ 94.84631 , 116.773056 , 141.34737 , 153.38739 ,
138.4336 , 99.76265 , 54.794304 , 22.953184 ,
16.713251 , 31.737965 , 49.6474 , 60.49063 ,
75.447136 , 106.07467 , 137.99019 , 145.44727 ,
121.51861 , 79.08713 , 36.400898 , 15.834804 ,
37.696407 , 93.95879 , 139.12039 , 132.77235 ,
84.788086 , 48.656807 , 52.664917 , 89.530624 ,
134.52777 , 165.10712 , 163.89606 , 127.88207 ,
71.73041 , 29.574608 , 17.412964 , 36.648155 ,
70.017334 , 110.2092 , 148.85046 , 172.23415 ,
175.48666 , 157.08179 , 116.310295 , 65.05167 ,
26.295109 , 16.928759 , 41.13634 , 85.0015 ,
118.77358 , 164.13834 , 204.55182 , 204.15714 ,
179.98479 , 141.48586 , 93.609665 , 48.426956 ,
24.540756 , 21.24317 , 40.363457 , 80.92282 ,
135.62183 , 186.85931 , 210.77536 , 212.77974 ,
175.13991 , 109.71035 , 56.714478 , 32.97564 ,
68.29828 , 49.058945 , 15.5927305, 62.578415 ,
137.096 , 204.71971 , 268.8773 , 283.57077 ,
264.28473 , 222.59196 , 142.08339 , 62.240906 ,
19.38844 , 27.48724 , 82.604965 , 143.88646 ,
203.55243 , 246.98082 , 240.95471 , 197.3135 ,
198.59908 , 197.76918 , 157.644 , 144.07483 ,
142.79779 , 150.47462 , 130.75955 , 133.27896 ,
123.89673 , 67.356995 , 29.679495 , 26.396812 ,
18.401386 ]],
[[1465.7189 , 1549.6317 , 1736.1213 , 1994.8705 ,
2232.3184 , 2343.1401 , 2285.0667 , 2063.2917 ,
1728.0902 , 1376.7876 , 1102.7356 , 946.99475 ,
914.1899 , 1002.75244 , 1187.8668 , 1421.6454 ,
1650.6156 , 1835.6077 , 1932.7396 , 1919.9851 ,
1828.5154 , 1686.787 , 1546.3044 , 1430.7238 ,
1346.5209 , 1344.5787 , 1337.1589 , 1316.3547 ,
1301.7078 , 1302.2502 , 1332.1692 , 1403.6779 ,
1429.2454 , 1446.1091 , 1429.0404 , 1213.5348 ,
909.0485 , 785.5803 , 776.80396 , 822.681 ,
956.20624 , 1163.6587 , 1414.6862 , 1647.0765 ,
1797.9193 , 1835.3181 , 1757.1947 , 1436.9872 ,
1046.7639 , 966.50397 , 983.2853 , 892.9942 ,
891.5657 , 999.7117 , 1101.3522 , 1080.1248 ,
962.63666 , 896.9646 , 828.28284 , 755.8822 ,
754.1244 , 767.669 , 804.87006 , 908.7587 ,
954.45557 , 879.99164 , 942.03064 , 1215.2876 ,
1379.7588 , 1461.4314 , 1584.2062 , 1643.5287 ,
1634.7249 , 1626.6171 , 1586.0996 , 1555.4521 ,
1549.4346 , 1564.6953 , 1605.0786 , 1609.4429 ,
1589.6409 , 1565.1827 , 1482.638 , 1401.8778 ,
1300.7803 , 1201.1553 , 1193.0472 , 1181.1302 ,
1165.7131 , 1168.2728 , 1066.9589 , 1015.95355 ,
864.07806 , 623.6897 , 783.50287 , 1127.2693 ,
1270.3828 , 1341.3562 , 1378.2843 , 1387.5118 ,
1379.9045 ]],
[[ 414.9825 , 351.42325 , 241.8263 , 129.85945 ,
63.869614 , 64.53989 , 137.8658 , 267.71332 ,
425.97986 , 582.667 , 696.1363 , 755.11127 ,
769.74 , 741.88715 , 692.7228 , 636.37274 ,
578.63 , 527.9943 , 487.57623 , 457.34802 ,
429.8303 , 407.825 , 388.8694 , 370.5745 ,
366.6146 , 365.0951 , 367.6995 , 384.2442 ,
400.69952 , 427.5199 , 459.42072 , 463.17297 ,
497.13303 , 482.46808 , 351.00284 , 234.28386 ,
292.70178 , 329.26733 , 240.03903 , 150.38676 ,
91.8388 , 53.732212 , 40.88759 , 47.225933 ,
60.13764 , 70.77481 , 67.89787 , 60.239685 ,
99.10585 , 173.54124 , 272.6051 , 407.13135 ,
496.2228 , 517.9303 , 602.8897 , 782.2599 ,
877.56396 , 840.50635 , 789.7494 , 736.5357 ,
675.13696 , 649.69745 , 658.2189 , 668.0166 ,
644.4247 , 538.6493 , 375.3889 , 268.70547 ,
237.29976 , 187.6657 , 121.0146 , 83.22626 ,
65.948494 , 59.91227 , 61.57745 , 62.70156 ,
62.750717 , 64.44603 , 72.77275 , 100.50139 ,
145.05882 , 202.1418 , 257.2611 , 291.61685 ,
313.08524 , 339.56345 , 372.28836 , 388.8797 ,
379.62653 , 373.2014 , 349.45508 , 319.8868 ,
347.97467 , 332.34103 , 183.17792 , 111.0685 ,
198.84337 , 242.89906 , 256.256 , 228.81746 ,
189.94746 ]],
[[ 508.4214 , 471.98438 , 367.1149 , 227.98743 ,
97.78424 , 40.27527 , 86.88957 , 223.7728 ,
404.15082 , 577.8614 , 708.2395 , 770.29236 ,
747.66516 , 652.61633 , 501.84756 , 325.81195 ,
169.964 , 70.648544 , 40.232765 , 69.61507 ,
137.22832 , 219.92587 , 299.8524 , 361.368 ,
425.187 , 447.06702 , 422.14313 , 371.21356 ,
297.23264 , 210.83986 , 127.56593 , 63.258682 ,
39.66078 , 73.80721 , 179.51382 , 388.15146 ,
617.8953 , 738.85535 , 787.02216 , 786.7409 ,
703.0792 , 555.08026 , 373.65314 , 196.38739 ,
73.383194 , 41.918163 , 101.13834 , 211.30438 ,
360.8217 , 480.31232 , 494.09625 , 435.29434 ,
322.788 , 183.61324 , 90.56572 , 73.34004 ,
130.94078 , 229.19928 , 329.34955 , 408.55478 ,
422.85776 , 362.35648 , 268.55826 , 180.22351 ,
107.87956 , 52.20598 , 49.016457 , 103.02617 ,
152.47035 , 192.36487 , 203.88242 , 157.26643 ,
100.076126 , 58.58409 , 41.613056 , 44.676563 ,
61.511982 , 87.74568 , 118.95297 , 157.88916 ,
164.41418 , 129.39946 , 75.50664 , 48.09807 ,
54.32291 , 56.279396 , 57.448074 , 68.42098 ,
85.293655 , 86.25488 , 102.7901 , 139.87321 ,
150.98239 , 120.38765 , 80.51443 , 68.17131 ,
63.98254 , 55.317642 , 50.10221 , 49.76838 ,
47.496365 ]]], dtype=float32),
array([[[ 74.63546 , 75.181885, 74.1985 , 73.86314 ,
71.359055, 69.130196, 72.255646, 75.010895,
75.186775, 74.96429 , 74.548965, 74.81031 ,
74.87173 , 74.71831 , 74.958725, 74.696266,
74.21364 , 74.60624 , 74.9492 , 74.474655,
74.46737 ]],
[[1374.8771 , 1386.4048 , 1367.02 , 1338.741 ,
1280.0283 , 1240.8353 , 1339.1083 , 1395.593 ,
1381.0356 , 1380.7369 , 1363.172 , 1371.6487 ,
1374.4844 , 1371.3213 , 1374.1674 , 1365.5491 ,
1358.9583 , 1374.7457 , 1392.9694 , 1387.0531 ,
1384.9019 ]],
[[ 331.97168 , 322.05426 , 330.80328 , 362.0686 ,
359.75507 , 351.4008 , 366.6324 , 365.43448 ,
361.94693 , 363.4367 , 362.50366 , 364.39514 ,
366.17523 , 367.57974 , 367.42682 , 363.31107 ,
369.92468 , 356.95026 , 334.64734 , 349.09937 ,
354.7169 ]],
[[ 454.56024 , 457.51294 , 447.80374 , 457.76645 ,
473.4708 , 413.25192 , 367.39682 , 391.1523 ,
405.30954 , 409.37564 , 418.74356 , 422.142 ,
421.5222 , 421.47974 , 419.92233 , 417.96457 ,
421.87894 , 414.76178 , 421.3925 , 427.67743 ,
425.1053 ]]], dtype=float32),
array([[[ 161.73463 , 158.43153 , 154.28218 , 149.05501 ,
142.34912 , 136.54276 , 132.62962 , 126.94052 ,
121.22804 , 116.65869 , 114.00558 , 112.73691 ,
113.79041 , 116.3524 , 120.50282 , 125.30096 ,
131.52393 , 137.67772 , 143.70819 , 147.83508 ,
158.50247 ]],
[[1289.3468 , 1296.0339 , 1300.2823 , 1299.9406 ,
1292.9772 , 1271.6039 , 1248.7932 , 1220.1764 ,
1177.387 , 1125.3644 , 1065.582 , 999.904 ,
931.6309 , 869.502 , 809.63025 , 761.7186 ,
722.498 , 699.98035 , 682.3303 , 651.10443 ,
669.8417 ]],
[[ 239.00914 , 226.75726 , 212.35782 , 195.91724 ,
180.44008 , 164.49673 , 148.51366 , 138.77864 ,
134.56882 , 136.24814 , 144.50262 , 159.16222 ,
182.15152 , 209.68243 , 242.00635 , 277.67087 ,
314.36096 , 350.61447 , 392.9128 , 399.7588 ,
373.41293 ]],
[[ 169.0756 , 167.47215 , 164.98215 , 161.33519 ,
155.35503 , 149.76544 , 146.56578 , 140.96812 ,
134.74734 , 129.14748 , 124.59125 , 120.72969 ,
118.84007 , 118.28934 , 119.569214, 122.043076,
126.54263 , 131.4127 , 139.09897 , 145.53743 ,
147.86758 ]]], dtype=float32)])
[28]:
fine.errorFunc(fine.evaluateParam(), fine.roi.templates, fine.roi.mask)
[28]:
2779.2666
[20]:
print(f'kt: 12.1174, -12.1174, 25.7133 = {roi.transformDP(roi.kt2pixel(np.array([[12.1174, -12.1174, 25.7133]]))*roi.initPixsiz/roi.pixsiz + roi.dpCenter+roi.allshift)}')
print(f'gl: {roi.gl} rotation: {roi.rotation}')
print(f'thickness: {fine.thickness} ')
print(f'norm:: {fine.errorFunc.scale}')
print(f'background: {fine.errorFunc.background}')
kt: 12.1174, -12.1174, 25.7133 = [[416.10777583 456.98849595]]
gl: 226.77354262586226 rotation: 44.23690197629627
thickness: 3421.6441471701332
norm:: 1797.220458984375
background: [[ 16.015116]
[222.49435 ]
[ 33.66471 ]
[ 38.898853]]
[22]:
from pyextal.callBloch import terminate
terminate()