diff --git a/.github/workflows/test_on_push.yaml b/.github/workflows/test_on_push.yaml
index 9885ac13..e2b6d19d 100644
--- a/.github/workflows/test_on_push.yaml
+++ b/.github/workflows/test_on_push.yaml
@@ -33,7 +33,7 @@ jobs:
strategy:
fail-fast: false
matrix:
- os: [ubuntu-latest, windows-latest, macos-latest, macos-14]
+ os: [ubuntu-latest, windows-latest, macos-13, macos-14]
python-version: ["3.12"]
name: Integration tests (${{ matrix.os }} / Python ${{ matrix.python-version }})
@@ -60,8 +60,8 @@ jobs:
matrix:
os: [ubuntu-latest, windows-latest, macos-13, macos-14]
python-version: ["3.9", "3.10", "3.11", "3.12"]
- exclude: # We run the coverage tests on Ubuntu with Python 3.12
- - os: ubuntu-latest
+ exclude: # We run the coverage tests on macos-14 with Python 3.12
+ - os: macos-14
python-version: "3.12"
name: Unit tests (${{ matrix.os }} / Python ${{ matrix.python-version }})
@@ -86,7 +86,7 @@ jobs:
strategy:
fail-fast: false
matrix:
- os: [ubuntu-latest, windows-latest, macos-latest, macos-14]
+ os: [ubuntu-latest, windows-latest, macos-13, macos-14]
python-version: ["3.12"]
name: Test examples (${{ matrix.os }} / Python ${{ matrix.python-version }})
@@ -105,13 +105,13 @@ jobs:
run: |
nox -s examples
- # Runs only on Ubuntu with Python 3.12
+ # Runs only on macos-14 with Python 3.12
check_coverage:
needs: style
- runs-on: ubuntu-latest
+ runs-on: macos-14
strategy:
fail-fast: false
- name: Coverage tests (ubuntu-latest / Python 3.12)
+ name: Coverage tests (macos-14 / Python 3.12)
steps:
- name: Check out PyBOP repository
@@ -127,7 +127,7 @@ jobs:
- name: Install dependencies
run: python -m pip install --upgrade pip nox[uv]
- - name: Run coverage tests for Ubuntu with Python 3.12 and generate report
+ - name: Run coverage tests for macos-14 with Python 3.12 and generate report
run: nox -s coverage
- name: Upload coverage report
diff --git a/CHANGELOG.md b/CHANGELOG.md
index c6db3cce..e879450e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,7 @@
## Features
+- [#304](https://github.com/pybop-team/PyBOP/pull/304) - Decreases the testing suite completion time.
- [#301](https://github.com/pybop-team/PyBOP/pull/301) - Updates default echem solver to "fast with events" mode.
- [#251](https://github.com/pybop-team/PyBOP/pull/251) - Increment PyBaMM > v23.5, remove redundant tests within integration tests, increment citation version, fix examples with incorrect model definitions.
- [#285](https://github.com/pybop-team/PyBOP/pull/285) - Drop support for Python 3.8.
diff --git a/examples/notebooks/equivalent_circuit_identification.ipynb b/examples/notebooks/equivalent_circuit_identification.ipynb
index 4f3d6400..0c4c2572 100644
--- a/examples/notebooks/equivalent_circuit_identification.ipynb
+++ b/examples/notebooks/equivalent_circuit_identification.ipynb
@@ -308,7 +308,7 @@
"outputs": [],
"source": [
"sigma = 0.001\n",
- "t_eval = np.arange(0, 900, 2)\n",
+ "t_eval = np.arange(0, 900, 3)\n",
"values = model.predict(t_eval=t_eval)\n",
"corrupt_values = values[\"Voltage [V]\"].data + np.random.normal(0, sigma, len(t_eval))\n",
"\n",
diff --git a/examples/notebooks/multi_model_identification.ipynb b/examples/notebooks/multi_model_identification.ipynb
index c5d03580..fa23de6c 100644
--- a/examples/notebooks/multi_model_identification.ipynb
+++ b/examples/notebooks/multi_model_identification.ipynb
@@ -17,7 +17,7 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 26,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
@@ -57,7 +57,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 27,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:57:41.588855Z",
@@ -96,7 +96,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 28,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:57:46.244362Z",
@@ -126,7 +126,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 29,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:57:46.346150Z",
@@ -137,16 +137,17 @@
},
"outputs": [],
"source": [
- "t_eval = np.linspace(0, 1600 + 1000, 1600 + 1000)\n",
+ "n_points = 650\n",
+ "t_eval = np.linspace(0, 1600 + 1000, n_points)\n",
"current = np.concatenate(\n",
- " [np.ones(1600) * parameter_set[\"Nominal cell capacity [A.h]\"], np.zeros(1000)]\n",
+ " [np.ones(400) * parameter_set[\"Nominal cell capacity [A.h]\"], np.zeros(250)]\n",
")\n",
"init_soc = 0.5"
]
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 30,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:57:46.349698Z",
@@ -167,7 +168,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 31,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:57:46.353062Z",
@@ -194,7 +195,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 32,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:58:01.371258Z",
@@ -216,5207 +217,2607 @@
"type": "scatter",
"x": [
0,
- 1.0003847633705272,
- 2.0007695267410543,
- 3.0011542901115815,
- 4.001539053482109,
- 5.001923816852636,
- 6.002308580223163,
- 7.00269334359369,
- 8.003078106964217,
- 9.003462870334744,
- 10.003847633705272,
- 11.0042323970758,
- 12.004617160446326,
- 13.005001923816852,
- 14.00538668718738,
- 15.005771450557909,
- 16.006156213928435,
- 17.00654097729896,
- 18.006925740669487,
- 19.007310504040017,
- 20.007695267410543,
- 21.00808003078107,
- 22.0084647941516,
- 23.008849557522126,
- 24.009234320892652,
- 25.00961908426318,
- 26.010003847633705,
- 27.010388611004235,
- 28.01077337437476,
- 29.011158137745287,
- 30.011542901115817,
- 31.011927664486343,
- 32.01231242785687,
- 33.012697191227396,
- 34.01308195459792,
- 35.01346671796845,
- 36.013851481338975,
- 37.01423624470951,
- 38.014621008080034,
- 39.01500577145056,
- 40.01539053482109,
- 41.01577529819161,
- 42.01616006156214,
- 43.016544824932666,
- 44.0169295883032,
- 45.017314351673726,
- 46.01769911504425,
- 47.01808387841478,
- 48.018468641785304,
- 49.01885340515583,
- 50.01923816852636,
- 51.01962293189688,
- 52.02000769526741,
- 53.02039245863794,
- 54.02077722200847,
- 55.021161985378995,
- 56.02154674874952,
- 57.02193151212005,
- 58.022316275490574,
- 59.0227010388611,
- 60.023085802231634,
- 61.02347056560216,
- 62.02385532897269,
- 63.02424009234321,
- 64.02462485571374,
- 65.02500961908427,
- 66.02539438245479,
- 67.02577914582533,
- 68.02616390919584,
- 69.02654867256638,
- 70.0269334359369,
- 71.02731819930743,
- 72.02770296267795,
- 73.02808772604848,
- 74.02847248941902,
- 75.02885725278954,
- 76.02924201616007,
- 77.02962677953059,
- 78.03001154290112,
- 79.03039630627164,
- 80.03078106964217,
- 81.03116583301271,
- 82.03155059638323,
- 83.03193535975376,
- 84.03232012312428,
- 85.03270488649481,
- 86.03308964986533,
- 87.03347441323587,
- 88.0338591766064,
- 89.03424393997692,
- 90.03462870334745,
- 91.03501346671797,
- 92.0353982300885,
- 93.03578299345902,
- 94.03616775682956,
- 95.03655252020008,
- 96.03693728357061,
- 97.03732204694114,
- 98.03770681031166,
- 99.0380915736822,
- 100.03847633705271,
- 101.03886110042325,
- 102.03924586379377,
- 103.0396306271643,
- 104.04001539053482,
- 105.04040015390535,
- 106.04078491727589,
- 107.0411696806464,
- 108.04155444401694,
- 109.04193920738746,
- 110.04232397075799,
- 111.04270873412851,
- 112.04309349749904,
- 113.04347826086958,
- 114.0438630242401,
- 115.04424778761063,
- 116.04463255098115,
- 117.04501731435168,
- 118.0454020777222,
- 119.04578684109273,
- 120.04617160446327,
- 121.04655636783379,
- 122.04694113120432,
- 123.04732589457484,
- 124.04771065794537,
- 125.04809542131589,
- 126.04848018468643,
- 127.04886494805694,
- 128.04924971142748,
- 129.049634474798,
- 130.05001923816855,
- 131.05040400153905,
- 132.05078876490958,
- 133.05117352828012,
- 134.05155829165065,
- 135.05194305502116,
- 136.0523278183917,
- 137.05271258176222,
- 138.05309734513276,
- 139.0534821085033,
- 140.0538668718738,
- 141.05425163524433,
- 142.05463639861486,
- 143.0550211619854,
- 144.0554059253559,
- 145.05579068872643,
- 146.05617545209697,
- 147.0565602154675,
- 148.05694497883803,
- 149.05732974220854,
- 150.05771450557907,
- 151.0580992689496,
- 152.05848403232014,
- 153.05886879569067,
- 154.05925355906118,
- 155.0596383224317,
- 156.06002308580224,
- 157.06040784917278,
- 158.06079261254328,
- 159.06117737591381,
- 160.06156213928435,
- 161.06194690265488,
- 162.06233166602541,
- 163.06271642939592,
- 164.06310119276645,
- 165.063485956137,
- 166.06387071950752,
- 167.06425548287802,
- 168.06464024624856,
- 169.0650250096191,
- 170.06540977298963,
- 171.06579453636016,
- 172.06617929973066,
- 173.0665640631012,
- 174.06694882647173,
- 175.06733358984226,
- 176.0677183532128,
- 177.0681031165833,
- 178.06848787995384,
- 179.06887264332437,
- 180.0692574066949,
- 181.0696421700654,
- 182.07002693343594,
- 183.07041169680647,
- 184.070796460177,
- 185.07118122354754,
- 186.07156598691805,
- 187.07195075028858,
- 188.0723355136591,
- 189.07272027702965,
- 190.07310504040015,
- 191.07348980377068,
- 192.07387456714122,
- 193.07425933051175,
- 194.07464409388228,
- 195.0750288572528,
- 196.07541362062332,
- 197.07579838399386,
- 198.0761831473644,
- 199.0765679107349,
- 200.07695267410543,
- 201.07733743747596,
- 202.0777222008465,
- 203.07810696421703,
- 204.07849172758753,
- 205.07887649095807,
- 206.0792612543286,
- 207.07964601769913,
- 208.08003078106964,
- 209.08041554444017,
- 210.0808003078107,
- 211.08118507118124,
- 212.08156983455177,
- 213.08195459792228,
- 214.0823393612928,
- 215.08272412466334,
- 216.08310888803388,
- 217.0834936514044,
- 218.08387841477492,
- 219.08426317814545,
- 220.08464794151598,
- 221.08503270488652,
- 222.08541746825702,
- 223.08580223162755,
- 224.0861869949981,
- 225.08657175836862,
- 226.08695652173915,
- 227.08734128510966,
- 228.0877260484802,
- 229.08811081185073,
- 230.08849557522126,
- 231.08888033859176,
- 232.0892651019623,
- 233.08964986533283,
- 234.09003462870336,
- 235.0904193920739,
- 236.0908041554444,
- 237.09118891881494,
- 238.09157368218547,
- 239.091958445556,
- 240.09234320892654,
- 241.09272797229704,
- 242.09311273566757,
- 243.0934974990381,
- 244.09388226240864,
- 245.09426702577915,
- 246.09465178914968,
- 247.0950365525202,
- 248.09542131589075,
- 249.09580607926128,
- 250.09619084263178,
- 251.09657560600232,
- 252.09696036937285,
- 253.09734513274338,
- 254.0977298961139,
- 255.09811465948442,
- 256.09849942285496,
- 257.09888418622546,
- 258.099268949596,
- 259.09965371296653,
- 260.1000384763371,
- 261.1004232397076,
- 262.1008080030781,
- 263.10119276644866,
- 264.10157752981917,
- 265.10196229318973,
- 266.10234705656023,
- 267.10273181993074,
- 268.1031165833013,
- 269.1035013466718,
- 270.1038861100423,
- 271.1042708734129,
- 272.1046556367834,
- 273.10504040015394,
- 274.10542516352444,
- 275.10580992689495,
- 276.1061946902655,
- 277.106579453636,
- 278.1069642170066,
- 279.1073489803771,
- 280.1077337437476,
- 281.10811850711815,
- 282.10850327048865,
- 283.1088880338592,
- 284.1092727972297,
- 285.1096575606002,
- 286.1100423239708,
- 287.1104270873413,
- 288.1108118507118,
- 289.11119661408236,
- 290.11158137745286,
- 291.1119661408234,
- 292.11235090419393,
- 293.11273566756444,
- 294.113120430935,
- 295.1135051943055,
- 296.11388995767607,
- 297.11427472104657,
- 298.1146594844171,
- 299.11504424778764,
- 300.11542901115814,
- 301.1158137745287,
- 302.1161985378992,
- 303.1165833012697,
- 304.1169680646403,
- 305.1173528280108,
- 306.11773759138134,
- 307.11812235475185,
- 308.11850711812235,
- 309.1188918814929,
- 310.1192766448634,
- 311.1196614082339,
- 312.1200461716045,
- 313.120430934975,
- 314.12081569834555,
- 315.12120046171606,
- 316.12158522508656,
- 317.1219699884571,
- 318.12235475182763,
- 319.1227395151982,
- 320.1231242785687,
- 321.1235090419392,
- 322.12389380530976,
- 323.12427856868027,
- 324.12466333205083,
- 325.12504809542133,
- 326.12543285879184,
- 327.1258176221624,
- 328.1262023855329,
- 329.12658714890347,
- 330.126971912274,
- 331.1273566756445,
- 332.12774143901504,
- 333.12812620238554,
- 334.12851096575605,
- 335.1288957291266,
- 336.1292804924971,
- 337.1296652558677,
- 338.1300500192382,
- 339.1304347826087,
- 340.13081954597925,
- 341.13120430934976,
- 342.1315890727203,
- 343.1319738360908,
- 344.1323585994613,
- 345.1327433628319,
- 346.1331281262024,
- 347.13351288957296,
- 348.13389765294346,
- 349.13428241631397,
- 350.1346671796845,
- 351.13505194305503,
- 352.1354367064256,
- 353.1358214697961,
- 354.1362062331666,
- 355.13659099653717,
- 356.13697575990767,
- 357.1373605232782,
- 358.13774528664874,
- 359.13813005001924,
- 360.1385148133898,
- 361.1388995767603,
- 362.1392843401308,
- 363.1396691035014,
- 364.1400538668719,
- 365.14043863024244,
- 366.14082339361295,
- 367.14120815698345,
- 368.141592920354,
- 369.1419776837245,
- 370.1423624470951,
- 371.1427472104656,
- 372.1431319738361,
- 373.14351673720665,
- 374.14390150057716,
- 375.14428626394766,
- 376.1446710273182,
- 377.14505579068873,
- 378.1454405540593,
- 379.1458253174298,
- 380.1462100808003,
- 381.14659484417086,
- 382.14697960754137,
- 383.14736437091193,
- 384.14774913428244,
- 385.14813389765294,
- 386.1485186610235,
- 387.148903424394,
- 388.14928818776457,
- 389.1496729511351,
- 390.1500577145056,
- 391.15044247787614,
- 392.15082724124665,
- 393.1512120046172,
- 394.1515967679877,
- 395.1519815313582,
- 396.1523662947288,
- 397.1527510580993,
- 398.1531358214698,
- 399.15352058484035,
- 400.15390534821086,
- 401.1542901115814,
- 402.1546748749519,
- 403.1550596383224,
- 404.155444401693,
- 405.1558291650635,
- 406.15621392843406,
- 407.15659869180456,
- 408.15698345517507,
- 409.1573682185456,
- 410.15775298191613,
- 411.1581377452867,
- 412.1585225086572,
- 413.1589072720277,
- 414.15929203539827,
- 415.15967679876877,
- 416.1600615621393,
- 417.16044632550984,
- 418.16083108888034,
- 419.1612158522509,
- 420.1616006156214,
- 421.1619853789919,
- 422.1623701423625,
- 423.162754905733,
- 424.16313966910354,
- 425.16352443247405,
- 426.16390919584455,
- 427.1642939592151,
- 428.1646787225856,
- 429.1650634859562,
- 430.1654482493267,
- 431.1658330126972,
- 432.16621777606775,
- 433.16660253943826,
- 434.1669873028088,
- 435.1673720661793,
- 436.16775682954983,
- 437.1681415929204,
- 438.1685263562909,
- 439.1689111196614,
- 440.16929588303196,
- 441.16968064640247,
- 442.17006540977303,
- 443.17045017314354,
- 444.17083493651404,
- 445.1712196998846,
- 446.1716044632551,
- 447.17198922662567,
- 448.1723739899962,
- 449.1727587533667,
- 450.17314351673724,
- 451.17352828010775,
- 452.1739130434783,
- 453.1742978068488,
- 454.1746825702193,
- 455.1750673335899,
- 456.1754520969604,
- 457.17583686033095,
- 458.17622162370145,
- 459.17660638707196,
- 460.1769911504425,
- 461.177375913813,
- 462.1777606771835,
- 463.1781454405541,
- 464.1785302039246,
- 465.17891496729516,
- 466.17929973066566,
- 467.17968449403617,
- 468.1800692574067,
- 469.18045402077723,
- 470.1808387841478,
- 471.1812235475183,
- 472.1816083108888,
- 473.18199307425937,
- 474.1823778376299,
- 475.18276260100043,
- 476.18314736437094,
- 477.18353212774144,
- 478.183916891112,
- 479.1843016544825,
- 480.1846864178531,
- 481.1850711812236,
- 482.1854559445941,
- 483.18584070796464,
- 484.18622547133515,
- 485.18661023470565,
- 486.1869949980762,
- 487.1873797614467,
- 488.1877645248173,
- 489.1881492881878,
- 490.1885340515583,
- 491.18891881492885,
- 492.18930357829936,
- 493.1896883416699,
- 494.1900731050404,
- 495.19045786841093,
- 496.1908426317815,
- 497.191227395152,
- 498.19161215852256,
- 499.19199692189306,
- 500.19238168526357,
- 501.19276644863413,
- 502.19315121200464,
- 503.19353597537514,
- 504.1939207387457,
- 505.1943055021162,
- 506.19469026548677,
- 507.1950750288573,
- 508.1954597922278,
- 509.19584455559834,
- 510.19622931896885,
- 511.1966140823394,
- 512.1969988457099,
- 513.1973836090805,
- 514.1977683724509,
- 515.1981531358215,
- 516.198537899192,
- 517.1989226625625,
- 518.1993074259331,
- 519.1996921893036,
- 520.2000769526742,
- 521.2004617160446,
- 522.2008464794152,
- 523.2012312427858,
- 524.2016160061562,
- 525.2020007695268,
- 526.2023855328973,
- 527.2027702962678,
- 528.2031550596383,
- 529.2035398230089,
- 530.2039245863795,
- 531.2043093497499,
- 532.2046941131205,
- 533.205078876491,
- 534.2054636398615,
- 535.205848403232,
- 536.2062331666026,
- 537.206617929973,
- 538.2070026933436,
- 539.2073874567142,
- 540.2077722200846,
- 541.2081569834552,
- 542.2085417468257,
- 543.2089265101963,
- 544.2093112735668,
- 545.2096960369373,
- 546.2100808003079,
- 547.2104655636783,
- 548.2108503270489,
- 549.2112350904194,
- 550.2116198537899,
- 551.2120046171605,
- 552.212389380531,
- 553.2127741439016,
- 554.213158907272,
- 555.2135436706426,
- 556.2139284340132,
- 557.2143131973836,
- 558.2146979607542,
- 559.2150827241247,
- 560.2154674874952,
- 561.2158522508657,
- 562.2162370142363,
- 563.2166217776067,
- 564.2170065409773,
- 565.2173913043479,
- 566.2177760677184,
- 567.2181608310889,
- 568.2185455944594,
- 569.21893035783,
- 570.2193151212005,
- 571.219699884571,
- 572.2200846479416,
- 573.220469411312,
- 574.2208541746826,
- 575.2212389380531,
- 576.2216237014236,
- 577.2220084647942,
- 578.2223932281647,
- 579.2227779915353,
- 580.2231627549057,
- 581.2235475182763,
- 582.2239322816469,
- 583.2243170450173,
- 584.2247018083879,
- 585.2250865717584,
- 586.2254713351289,
- 587.2258560984994,
- 588.22624086187,
- 589.2266256252406,
- 590.227010388611,
- 591.2273951519816,
- 592.2277799153521,
- 593.2281646787226,
- 594.2285494420931,
- 595.2289342054637,
- 596.2293189688341,
- 597.2297037322047,
- 598.2300884955753,
- 599.2304732589457,
- 600.2308580223163,
- 601.2312427856868,
- 602.2316275490574,
- 603.2320123124279,
- 604.2323970757984,
- 605.232781839169,
- 606.2331666025394,
- 607.23355136591,
- 608.2339361292806,
- 609.234320892651,
- 610.2347056560216,
- 611.2350904193921,
- 612.2354751827627,
- 613.2358599461331,
- 614.2362447095037,
- 615.2366294728743,
- 616.2370142362447,
- 617.2373989996153,
- 618.2377837629858,
- 619.2381685263563,
- 620.2385532897268,
- 621.2389380530974,
- 622.2393228164678,
- 623.2397075798384,
- 624.240092343209,
- 625.2404771065795,
- 626.24086186995,
- 627.2412466333205,
- 628.2416313966911,
- 629.2420161600616,
- 630.2424009234321,
- 631.2427856868027,
- 632.2431704501731,
- 633.2435552135437,
- 634.2439399769142,
- 635.2443247402848,
- 636.2447095036553,
- 637.2450942670258,
- 638.2454790303964,
- 639.2458637937668,
- 640.2462485571374,
- 641.246633320508,
- 642.2470180838784,
- 643.247402847249,
- 644.2477876106195,
- 645.24817237399,
- 646.2485571373605,
- 647.2489419007311,
- 648.2493266641017,
- 649.2497114274721,
- 650.2500961908427,
- 651.2504809542132,
- 652.2508657175837,
- 653.2512504809542,
- 654.2516352443248,
- 655.2520200076953,
- 656.2524047710658,
- 657.2527895344364,
- 658.2531742978069,
- 659.2535590611774,
- 660.253943824548,
- 661.2543285879185,
- 662.254713351289,
- 663.2550981146595,
- 664.2554828780301,
- 665.2558676414005,
- 666.2562524047711,
- 667.2566371681417,
- 668.2570219315121,
- 669.2574066948827,
- 670.2577914582532,
- 671.2581762216238,
- 672.2585609849942,
- 673.2589457483648,
- 674.2593305117354,
- 675.2597152751058,
- 676.2601000384764,
- 677.2604848018469,
- 678.2608695652174,
- 679.2612543285879,
- 680.2616390919585,
- 681.2620238553291,
- 682.2624086186995,
- 683.2627933820701,
- 684.2631781454406,
- 685.2635629088111,
- 686.2639476721816,
- 687.2643324355522,
- 688.2647171989227,
- 689.2651019622932,
- 690.2654867256638,
- 691.2658714890342,
- 692.2662562524048,
- 693.2666410157753,
- 694.2670257791459,
- 695.2674105425164,
- 696.2677953058869,
- 697.2681800692575,
- 698.2685648326279,
- 699.2689495959985,
- 700.269334359369,
- 701.2697191227395,
- 702.2701038861101,
- 703.2704886494806,
- 704.2708734128512,
- 705.2712581762216,
- 706.2716429395922,
- 707.2720277029628,
- 708.2724124663332,
- 709.2727972297038,
- 710.2731819930743,
- 711.2735667564448,
- 712.2739515198153,
- 713.2743362831859,
- 714.2747210465564,
- 715.2751058099269,
- 716.2754905732975,
- 717.275875336668,
- 718.2762601000385,
- 719.276644863409,
- 720.2770296267796,
- 721.27741439015,
- 722.2777991535206,
- 723.2781839168912,
- 724.2785686802616,
- 725.2789534436322,
- 726.2793382070028,
- 727.2797229703732,
- 728.2801077337438,
- 729.2804924971143,
- 730.2808772604849,
- 731.2812620238553,
- 732.2816467872259,
- 733.2820315505965,
- 734.2824163139669,
- 735.2828010773375,
- 736.283185840708,
- 737.2835706040785,
- 738.283955367449,
- 739.2843401308196,
- 740.2847248941902,
- 741.2851096575606,
- 742.2854944209312,
- 743.2858791843017,
- 744.2862639476722,
- 745.2866487110427,
- 746.2870334744133,
- 747.2874182377838,
- 748.2878030011543,
- 749.2881877645249,
- 750.2885725278953,
- 751.2889572912659,
- 752.2893420546364,
- 753.289726818007,
- 754.2901115813775,
- 755.290496344748,
- 756.2908811081186,
- 757.291265871489,
- 758.2916506348596,
- 759.2920353982302,
- 760.2924201616006,
- 761.2928049249712,
- 762.2931896883417,
- 763.2935744517123,
- 764.2939592150827,
- 765.2943439784533,
- 766.2947287418239,
- 767.2951135051943,
- 768.2954982685649,
- 769.2958830319354,
- 770.2962677953059,
- 771.2966525586764,
- 772.297037322047,
- 773.2974220854175,
- 774.297806848788,
- 775.2981916121586,
- 776.2985763755291,
- 777.2989611388996,
- 778.2993459022701,
- 779.2997306656407,
- 780.3001154290112,
- 781.3005001923817,
- 782.3008849557523,
- 783.3012697191227,
- 784.3016544824933,
- 785.3020392458639,
- 786.3024240092344,
- 787.3028087726049,
- 788.3031935359754,
- 789.303578299346,
- 790.3039630627164,
- 791.304347826087,
- 792.3047325894576,
- 793.305117352828,
- 794.3055021161986,
- 795.3058868795691,
- 796.3062716429396,
- 797.3066564063101,
- 798.3070411696807,
- 799.3074259330513,
- 800.3078106964217,
- 801.3081954597923,
- 802.3085802231628,
- 803.3089649865333,
- 804.3093497499038,
- 805.3097345132744,
- 806.3101192766449,
- 807.3105040400154,
- 808.310888803386,
- 809.3112735667565,
- 810.311658330127,
- 811.3120430934976,
- 812.3124278568681,
- 813.3128126202386,
- 814.3131973836091,
- 815.3135821469797,
- 816.3139669103501,
- 817.3143516737207,
- 818.3147364370913,
- 819.3151212004617,
- 820.3155059638323,
- 821.3158907272028,
- 822.3162754905734,
- 823.3166602539438,
- 824.3170450173144,
- 825.317429780685,
- 826.3178145440554,
- 827.318199307426,
- 828.3185840707965,
- 829.318968834167,
- 830.3193535975375,
- 831.3197383609081,
- 832.3201231242786,
- 833.3205078876491,
- 834.3208926510197,
- 835.3212774143902,
- 836.3216621777607,
- 837.3220469411312,
- 838.3224317045018,
- 839.3228164678723,
- 840.3232012312428,
- 841.3235859946134,
- 842.3239707579838,
- 843.3243555213544,
- 844.324740284725,
- 845.3251250480955,
- 846.325509811466,
- 847.3258945748365,
- 848.3262793382071,
- 849.3266641015775,
- 850.3270488649481,
- 851.3274336283187,
- 852.3278183916891,
- 853.3282031550597,
- 854.3285879184302,
- 855.3289726818007,
- 856.3293574451712,
- 857.3297422085418,
- 858.3301269719124,
- 859.3305117352828,
- 860.3308964986534,
- 861.3312812620239,
- 862.3316660253944,
- 863.332050788765,
- 864.3324355521355,
- 865.332820315506,
- 866.3332050788765,
- 867.3335898422471,
- 868.3339746056176,
- 869.3343593689881,
- 870.3347441323587,
- 871.3351288957292,
- 872.3355136590997,
- 873.3358984224702,
- 874.3362831858408,
- 875.3366679492112,
- 876.3370527125818,
- 877.3374374759524,
- 878.3378222393228,
- 879.3382070026934,
- 880.3385917660639,
- 881.3389765294345,
- 882.3393612928049,
- 883.3397460561755,
- 884.3401308195461,
- 885.3405155829165,
- 886.3409003462871,
- 887.3412851096576,
- 888.3416698730281,
- 889.3420546363986,
- 890.3424393997692,
- 891.3428241631398,
- 892.3432089265102,
- 893.3435936898808,
- 894.3439784532513,
- 895.3443632166218,
- 896.3447479799923,
- 897.3451327433629,
- 898.3455175067334,
- 899.3459022701039,
- 900.3462870334745,
- 901.3466717968449,
- 902.3470565602155,
- 903.347441323586,
- 904.3478260869566,
- 905.3482108503271,
- 906.3485956136976,
- 907.3489803770682,
- 908.3493651404386,
- 909.3497499038092,
- 910.3501346671798,
- 911.3505194305502,
- 912.3509041939208,
- 913.3512889572913,
- 914.3516737206619,
- 915.3520584840323,
- 916.3524432474029,
- 917.3528280107735,
- 918.3532127741439,
- 919.3535975375145,
- 920.353982300885,
- 921.3543670642555,
- 922.354751827626,
- 923.3551365909966,
- 924.355521354367,
- 925.3559061177376,
- 926.3562908811082,
- 927.3566756444787,
- 928.3570604078492,
- 929.3574451712198,
- 930.3578299345903,
- 931.3582146979608,
- 932.3585994613313,
- 933.3589842247019,
- 934.3593689880723,
- 935.3597537514429,
- 936.3601385148135,
- 937.360523278184,
- 938.3609080415545,
- 939.361292804925,
- 940.3616775682956,
- 941.362062331666,
- 942.3624470950366,
- 943.3628318584072,
- 944.3632166217776,
- 945.3636013851482,
- 946.3639861485187,
- 947.3643709118892,
- 948.3647556752597,
- 949.3651404386303,
- 950.3655252020009,
- 951.3659099653713,
- 952.3662947287419,
- 953.3666794921124,
- 954.3670642554829,
- 955.3674490188534,
- 956.367833782224,
- 957.3682185455945,
- 958.368603308965,
- 959.3689880723356,
- 960.3693728357061,
- 961.3697575990766,
- 962.3701423624472,
- 963.3705271258177,
- 964.3709118891882,
- 965.3712966525587,
- 966.3716814159293,
- 967.3720661792997,
- 968.3724509426703,
- 969.3728357060409,
- 970.3732204694113,
- 971.3736052327819,
- 972.3739899961524,
- 973.374374759523,
- 974.3747595228934,
- 975.375144286264,
- 976.3755290496346,
- 977.375913813005,
- 978.3762985763756,
- 979.3766833397461,
- 980.3770681031166,
- 981.3774528664871,
- 982.3778376298577,
- 983.3782223932282,
- 984.3786071565987,
- 985.3789919199693,
- 986.3793766833398,
- 987.3797614467103,
- 988.3801462100809,
- 989.3805309734514,
- 990.3809157368219,
- 991.3813005001924,
- 992.381685263563,
- 993.3820700269334,
- 994.382454790304,
- 995.3828395536746,
- 996.3832243170451,
- 997.3836090804156,
- 998.3839938437861,
- 999.3843786071567,
- 1000.3847633705271,
- 1001.3851481338977,
- 1002.3855328972683,
- 1003.3859176606387,
- 1004.3863024240093,
- 1005.3866871873798,
- 1006.3870719507503,
- 1007.3874567141208,
- 1008.3878414774914,
- 1009.388226240862,
- 1010.3886110042324,
- 1011.388995767603,
- 1012.3893805309735,
- 1013.389765294344,
- 1014.3901500577145,
- 1015.3905348210851,
- 1016.3909195844556,
- 1017.3913043478261,
- 1018.3916891111967,
- 1019.3920738745672,
- 1020.3924586379377,
- 1021.3928434013083,
- 1022.3932281646788,
- 1023.3936129280493,
- 1024.3939976914198,
- 1025.3943824547903,
- 1026.394767218161,
- 1027.3951519815314,
- 1028.3955367449018,
- 1029.3959215082725,
- 1030.396306271643,
- 1031.3966910350134,
- 1032.397075798384,
- 1033.3974605617545,
- 1034.397845325125,
- 1035.3982300884957,
- 1036.3986148518661,
- 1037.3989996152368,
- 1038.3993843786072,
- 1039.3997691419777,
- 1040.4001539053484,
- 1041.4005386687188,
- 1042.4009234320893,
- 1043.40130819546,
- 1044.4016929588304,
- 1045.4020777222008,
- 1046.4024624855715,
- 1047.402847248942,
- 1048.4032320123124,
- 1049.403616775683,
- 1050.4040015390535,
- 1051.404386302424,
- 1052.4047710657946,
- 1053.405155829165,
- 1054.4055405925355,
- 1055.4059253559062,
- 1056.4063101192767,
- 1057.4066948826471,
- 1058.4070796460178,
- 1059.4074644093882,
- 1060.407849172759,
- 1061.4082339361294,
- 1062.4086186994998,
- 1063.4090034628705,
- 1064.409388226241,
- 1065.4097729896114,
- 1066.410157752982,
- 1067.4105425163525,
- 1068.410927279723,
- 1069.4113120430936,
- 1070.411696806464,
- 1071.4120815698345,
- 1072.4124663332052,
- 1073.4128510965757,
- 1074.413235859946,
- 1075.4136206233168,
- 1076.4140053866872,
- 1077.4143901500577,
- 1078.4147749134283,
- 1079.4151596767988,
- 1080.4155444401692,
- 1081.41592920354,
- 1082.4163139669104,
- 1083.416698730281,
- 1084.4170834936515,
- 1085.417468257022,
- 1086.4178530203926,
- 1087.418237783763,
- 1088.4186225471335,
- 1089.4190073105042,
- 1090.4193920738746,
- 1091.419776837245,
- 1092.4201616006158,
- 1093.4205463639862,
- 1094.4209311273567,
- 1095.4213158907273,
- 1096.4217006540978,
- 1097.4220854174682,
- 1098.422470180839,
- 1099.4228549442093,
- 1100.4232397075798,
- 1101.4236244709505,
- 1102.424009234321,
- 1103.4243939976914,
- 1104.424778761062,
- 1105.4251635244325,
- 1106.4255482878032,
- 1107.4259330511736,
- 1108.426317814544,
- 1109.4267025779147,
- 1110.4270873412852,
- 1111.4274721046556,
- 1112.4278568680263,
- 1113.4282416313968,
- 1114.4286263947672,
- 1115.4290111581379,
- 1116.4293959215083,
- 1117.4297806848788,
- 1118.4301654482495,
- 1119.43055021162,
- 1120.4309349749904,
- 1121.431319738361,
- 1122.4317045017315,
- 1123.432089265102,
- 1124.4324740284726,
- 1125.432858791843,
- 1126.4332435552135,
- 1127.4336283185842,
- 1128.4340130819546,
- 1129.4343978453253,
- 1130.4347826086957,
- 1131.4351673720662,
- 1132.4355521354369,
- 1133.4359368988073,
- 1134.4363216621778,
- 1135.4367064255484,
- 1136.4370911889189,
- 1137.4374759522893,
- 1138.43786071566,
- 1139.4382454790305,
- 1140.438630242401,
- 1141.4390150057716,
- 1142.439399769142,
- 1143.4397845325125,
- 1144.4401692958832,
- 1145.4405540592536,
- 1146.440938822624,
- 1147.4413235859947,
- 1148.4417083493652,
- 1149.4420931127356,
- 1150.4424778761063,
- 1151.4428626394767,
- 1152.4432474028472,
- 1153.4436321662179,
- 1154.4440169295883,
- 1155.444401692959,
- 1156.4447864563294,
- 1157.4451712197,
- 1158.4455559830706,
- 1159.445940746441,
- 1160.4463255098115,
- 1161.4467102731821,
- 1162.4470950365526,
- 1163.447479799923,
- 1164.4478645632937,
- 1165.4482493266642,
- 1166.4486340900346,
- 1167.4490188534053,
- 1168.4494036167757,
- 1169.4497883801462,
- 1170.4501731435168,
- 1171.4505579068873,
- 1172.4509426702577,
- 1173.4513274336284,
- 1174.4517121969989,
- 1175.4520969603693,
- 1176.45248172374,
- 1177.4528664871104,
- 1178.4532512504811,
- 1179.4536360138516,
- 1180.454020777222,
- 1181.4544055405927,
- 1182.4547903039631,
- 1183.4551750673336,
- 1184.4555598307043,
- 1185.4559445940747,
- 1186.4563293574452,
- 1187.4567141208158,
- 1188.4570988841863,
- 1189.4574836475567,
- 1190.4578684109274,
- 1191.4582531742979,
- 1192.4586379376683,
- 1193.459022701039,
- 1194.4594074644094,
- 1195.4597922277799,
- 1196.4601769911505,
- 1197.460561754521,
- 1198.4609465178914,
- 1199.4613312812621,
- 1200.4617160446326,
- 1201.4621008080032,
- 1202.4624855713737,
- 1203.4628703347441,
- 1204.4632550981148,
- 1205.4636398614853,
- 1206.4640246248557,
- 1207.4644093882264,
- 1208.4647941515968,
- 1209.4651789149673,
- 1210.465563678338,
- 1211.4659484417084,
- 1212.4663332050789,
- 1213.4667179684495,
- 1214.46710273182,
- 1215.4674874951904,
- 1216.467872258561,
- 1217.4682570219315,
- 1218.468641785302,
- 1219.4690265486727,
- 1220.4694113120431,
- 1221.4697960754136,
- 1222.4701808387842,
- 1223.4705656021547,
- 1224.4709503655254,
- 1225.4713351288958,
- 1226.4717198922663,
- 1227.472104655637,
- 1228.4724894190074,
- 1229.4728741823778,
- 1230.4732589457485,
- 1231.473643709119,
- 1232.4740284724894,
- 1233.47441323586,
- 1234.4747979992305,
- 1235.475182762601,
- 1236.4755675259717,
- 1237.475952289342,
- 1238.4763370527126,
- 1239.4767218160832,
- 1240.4771065794537,
- 1241.4774913428241,
- 1242.4778761061948,
- 1243.4782608695652,
- 1244.4786456329357,
- 1245.4790303963064,
- 1246.4794151596768,
- 1247.4797999230475,
- 1248.480184686418,
- 1249.4805694497884,
- 1250.480954213159,
- 1251.4813389765295,
- 1252.4817237399,
- 1253.4821085032706,
- 1254.482493266641,
- 1255.4828780300115,
- 1256.4832627933822,
- 1257.4836475567527,
- 1258.484032320123,
- 1259.4844170834938,
- 1260.4848018468642,
- 1261.4851866102347,
- 1262.4855713736054,
- 1263.4859561369758,
- 1264.4863409003462,
- 1265.486725663717,
- 1266.4871104270874,
- 1267.4874951904578,
- 1268.4878799538285,
- 1269.488264717199,
- 1270.4886494805696,
- 1271.48903424394,
- 1272.4894190073105,
- 1273.4898037706812,
- 1274.4901885340516,
- 1275.490573297422,
- 1276.4909580607928,
- 1277.4913428241632,
- 1278.4917275875337,
- 1279.4921123509043,
- 1280.4924971142748,
- 1281.4928818776452,
- 1282.493266641016,
- 1283.4936514043864,
- 1284.4940361677568,
- 1285.4944209311275,
- 1286.494805694498,
- 1287.4951904578684,
- 1288.495575221239,
- 1289.4959599846095,
- 1290.49634474798,
- 1291.4967295113506,
- 1292.497114274721,
- 1293.4974990380917,
- 1294.4978838014622,
- 1295.4982685648326,
- 1296.4986533282033,
- 1297.4990380915738,
- 1298.4994228549442,
- 1299.499807618315,
- 1300.5001923816853,
- 1301.5005771450558,
- 1302.5009619084265,
- 1303.501346671797,
- 1304.5017314351674,
- 1305.502116198538,
- 1306.5025009619085,
- 1307.502885725279,
- 1308.5032704886496,
- 1309.50365525202,
- 1310.5040400153905,
- 1311.5044247787612,
- 1312.5048095421316,
- 1313.505194305502,
- 1314.5055790688727,
- 1315.5059638322432,
- 1316.5063485956139,
- 1317.5067333589843,
- 1318.5071181223548,
- 1319.5075028857254,
- 1320.507887649096,
- 1321.5082724124663,
- 1322.508657175837,
- 1323.5090419392075,
- 1324.509426702578,
- 1325.5098114659486,
- 1326.510196229319,
- 1327.5105809926895,
- 1328.5109657560602,
- 1329.5113505194306,
- 1330.511735282801,
- 1331.5121200461717,
- 1332.5125048095422,
- 1333.5128895729126,
- 1334.5132743362833,
- 1335.5136590996538,
- 1336.5140438630242,
- 1337.5144286263949,
- 1338.5148133897653,
- 1339.515198153136,
- 1340.5155829165064,
- 1341.515967679877,
- 1342.5163524432476,
- 1343.516737206618,
- 1344.5171219699885,
- 1345.5175067333591,
- 1346.5178914967296,
- 1347.5182762601,
- 1348.5186610234707,
- 1349.5190457868412,
- 1350.5194305502116,
- 1351.5198153135823,
- 1352.5202000769527,
- 1353.5205848403232,
- 1354.5209696036939,
- 1355.5213543670643,
- 1356.5217391304348,
- 1357.5221238938054,
- 1358.5225086571759,
- 1359.5228934205463,
- 1360.523278183917,
- 1361.5236629472874,
- 1362.5240477106581,
- 1363.5244324740286,
- 1364.524817237399,
- 1365.5252020007697,
- 1366.5255867641401,
- 1367.5259715275106,
- 1368.5263562908813,
- 1369.5267410542517,
- 1370.5271258176222,
- 1371.5275105809928,
- 1372.5278953443633,
- 1373.5282801077337,
- 1374.5286648711044,
- 1375.5290496344749,
- 1376.5294343978453,
- 1377.529819161216,
- 1378.5302039245864,
- 1379.5305886879569,
- 1380.5309734513276,
- 1381.531358214698,
- 1382.5317429780685,
- 1383.5321277414391,
- 1384.5325125048096,
- 1385.5328972681802,
- 1386.5332820315507,
- 1387.5336667949211,
- 1388.5340515582918,
- 1389.5344363216623,
- 1390.5348210850327,
- 1391.5352058484034,
- 1392.5355906117738,
- 1393.5359753751443,
- 1394.536360138515,
- 1395.5367449018854,
- 1396.5371296652559,
- 1397.5375144286265,
- 1398.537899191997,
- 1399.5382839553674,
- 1400.538668718738,
- 1401.5390534821086,
- 1402.539438245479,
- 1403.5398230088497,
- 1404.5402077722201,
- 1405.5405925355906,
- 1406.5409772989613,
- 1407.5413620623317,
- 1408.5417468257024,
- 1409.5421315890728,
- 1410.5425163524433,
- 1411.542901115814,
- 1412.5432858791844,
- 1413.5436706425548,
- 1414.5440554059255,
- 1415.544440169296,
- 1416.5448249326664,
- 1417.545209696037,
- 1418.5455944594075,
- 1419.545979222778,
- 1420.5463639861487,
- 1421.546748749519,
- 1422.5471335128896,
- 1423.5475182762602,
- 1424.5479030396307,
- 1425.5482878030011,
- 1426.5486725663718,
- 1427.5490573297423,
- 1428.5494420931127,
- 1429.5498268564834,
- 1430.5502116198538,
- 1431.5505963832243,
- 1432.550981146595,
- 1433.5513659099654,
- 1434.551750673336,
- 1435.5521354367065,
- 1436.552520200077,
- 1437.5529049634476,
- 1438.553289726818,
- 1439.5536744901885,
- 1440.5540592535592,
- 1441.5544440169297,
- 1442.5548287803,
- 1443.5552135436708,
- 1444.5555983070412,
- 1445.5559830704117,
- 1446.5563678337824,
- 1447.5567525971528,
- 1448.5571373605233,
- 1449.557522123894,
- 1450.5579068872644,
- 1451.5582916506348,
- 1452.5586764140055,
- 1453.559061177376,
- 1454.5594459407464,
- 1455.559830704117,
- 1456.5602154674875,
- 1457.5606002308582,
- 1458.5609849942286,
- 1459.561369757599,
- 1460.5617545209698,
- 1461.5621392843402,
- 1462.5625240477107,
- 1463.5629088110813,
- 1464.5632935744518,
- 1465.5636783378222,
- 1466.564063101193,
- 1467.5644478645634,
- 1468.5648326279338,
- 1469.5652173913045,
- 1470.565602154675,
- 1471.5659869180454,
- 1472.566371681416,
- 1473.5667564447865,
- 1474.567141208157,
- 1475.5675259715276,
- 1476.567910734898,
- 1477.5682954982685,
- 1478.5686802616392,
- 1479.5690650250096,
- 1480.5694497883803,
- 1481.5698345517508,
- 1482.5702193151212,
- 1483.570604078492,
- 1484.5709888418623,
- 1485.5713736052328,
- 1486.5717583686035,
- 1487.572143131974,
- 1488.5725278953444,
- 1489.572912658715,
- 1490.5732974220855,
- 1491.573682185456,
- 1492.5740669488266,
- 1493.574451712197,
- 1494.5748364755675,
- 1495.5752212389382,
- 1496.5756060023086,
- 1497.575990765679,
- 1498.5763755290498,
- 1499.5767602924202,
- 1500.5771450557907,
- 1501.5775298191613,
- 1502.5779145825318,
- 1503.5782993459025,
- 1504.578684109273,
- 1505.5790688726433,
- 1506.579453636014,
- 1507.5798383993845,
- 1508.580223162755,
- 1509.5806079261256,
- 1510.580992689496,
- 1511.5813774528665,
- 1512.5817622162372,
- 1513.5821469796076,
- 1514.582531742978,
- 1515.5829165063487,
- 1516.5833012697192,
- 1517.5836860330896,
- 1518.5840707964603,
- 1519.5844555598308,
- 1520.5848403232012,
- 1521.5852250865719,
- 1522.5856098499423,
- 1523.5859946133128,
- 1524.5863793766835,
- 1525.586764140054,
- 1526.5871489034246,
- 1527.587533666795,
- 1528.5879184301655,
- 1529.5883031935361,
- 1530.5886879569066,
- 1531.589072720277,
- 1532.5894574836477,
- 1533.5898422470182,
- 1534.5902270103886,
- 1535.5906117737593,
- 1536.5909965371297,
- 1537.5913813005002,
- 1538.5917660638709,
- 1539.5921508272413,
- 1540.5925355906118,
- 1541.5929203539824,
- 1542.5933051173529,
- 1543.5936898807233,
- 1544.594074644094,
- 1545.5944594074645,
- 1546.594844170835,
- 1547.5952289342056,
- 1548.595613697576,
- 1549.5959984609467,
- 1550.5963832243172,
- 1551.5967679876876,
- 1552.5971527510583,
- 1553.5975375144287,
- 1554.5979222777992,
- 1555.5983070411698,
- 1556.5986918045403,
- 1557.5990765679107,
- 1558.5994613312814,
- 1559.5998460946519,
- 1560.6002308580223,
- 1561.600615621393,
- 1562.6010003847634,
- 1563.6013851481339,
- 1564.6017699115046,
- 1565.602154674875,
- 1566.6025394382455,
- 1567.6029242016161,
- 1568.6033089649866,
- 1569.603693728357,
- 1570.6040784917277,
- 1571.6044632550982,
- 1572.6048480184688,
- 1573.6052327818393,
- 1574.6056175452097,
- 1575.6060023085804,
- 1576.6063870719508,
- 1577.6067718353213,
- 1578.607156598692,
- 1579.6075413620624,
- 1580.6079261254329,
- 1581.6083108888035,
- 1582.608695652174,
- 1583.6090804155444,
- 1584.6094651789151,
- 1585.6098499422856,
- 1586.610234705656,
- 1587.6106194690267,
- 1588.6110042323971,
- 1589.6113889957676,
- 1590.6117737591383,
- 1591.6121585225087,
- 1592.6125432858792,
- 1593.6129280492498,
- 1594.6133128126203,
- 1595.613697575991,
- 1596.6140823393614,
- 1597.6144671027319,
- 1598.6148518661025,
- 1599.615236629473,
- 1600.6156213928434,
- 1601.616006156214,
- 1602.6163909195845,
- 1603.616775682955,
- 1604.6171604463257,
- 1605.6175452096961,
- 1606.6179299730666,
- 1607.6183147364372,
- 1608.6186994998077,
- 1609.6190842631781,
- 1610.6194690265488,
- 1611.6198537899193,
- 1612.6202385532897,
- 1613.6206233166604,
- 1614.6210080800308,
- 1615.6213928434013,
- 1616.621777606772,
- 1617.6221623701424,
- 1618.622547133513,
- 1619.6229318968835,
- 1620.623316660254,
- 1621.6237014236247,
- 1622.624086186995,
- 1623.6244709503655,
- 1624.6248557137362,
- 1625.6252404771067,
- 1626.6256252404771,
- 1627.6260100038478,
- 1628.6263947672182,
- 1629.6267795305887,
- 1630.6271642939594,
- 1631.6275490573298,
- 1632.6279338207003,
- 1633.628318584071,
- 1634.6287033474414,
- 1635.6290881108118,
- 1636.6294728741825,
- 1637.629857637553,
- 1638.6302424009234,
- 1639.630627164294,
- 1640.6310119276645,
- 1641.6313966910352,
- 1642.6317814544057,
- 1643.632166217776,
- 1644.6325509811468,
- 1645.6329357445172,
- 1646.6333205078877,
- 1647.6337052712583,
- 1648.6340900346288,
- 1649.6344747979992,
- 1650.63485956137,
- 1651.6352443247404,
- 1652.6356290881108,
- 1653.6360138514815,
- 1654.636398614852,
- 1655.6367833782224,
- 1656.637168141593,
- 1657.6375529049635,
- 1658.637937668334,
- 1659.6383224317046,
- 1660.638707195075,
- 1661.6390919584455,
- 1662.6394767218162,
- 1663.6398614851867,
- 1664.640246248557,
- 1665.6406310119278,
- 1666.6410157752982,
- 1667.641400538669,
- 1668.6417853020394,
- 1669.6421700654098,
- 1670.6425548287805,
- 1671.642939592151,
- 1672.6433243555214,
- 1673.643709118892,
- 1674.6440938822625,
- 1675.644478645633,
- 1676.6448634090036,
- 1677.645248172374,
- 1678.6456329357445,
- 1679.6460176991152,
- 1680.6464024624856,
- 1681.646787225856,
- 1682.6471719892268,
- 1683.6475567525972,
- 1684.6479415159677,
- 1685.6483262793383,
- 1686.6487110427088,
- 1687.6490958060792,
- 1688.64948056945,
- 1689.6498653328204,
- 1690.650250096191,
- 1691.6506348595615,
- 1692.651019622932,
- 1693.6514043863026,
- 1694.651789149673,
- 1695.6521739130435,
- 1696.6525586764142,
- 1697.6529434397846,
- 1698.653328203155,
- 1699.6537129665257,
- 1700.6540977298962,
- 1701.6544824932666,
- 1702.6548672566373,
- 1703.6552520200078,
- 1704.6556367833782,
- 1705.656021546749,
- 1706.6564063101193,
- 1707.6567910734898,
- 1708.6571758368605,
- 1709.657560600231,
- 1710.6579453636014,
- 1711.658330126972,
- 1712.6587148903425,
- 1713.6590996537132,
- 1714.6594844170836,
- 1715.659869180454,
- 1716.6602539438247,
- 1717.6606387071952,
- 1718.6610234705656,
- 1719.6614082339363,
- 1720.6617929973067,
- 1721.6621777606772,
- 1722.6625625240479,
- 1723.6629472874183,
- 1724.6633320507888,
- 1725.6637168141594,
- 1726.66410157753,
- 1727.6644863409003,
- 1728.664871104271,
- 1729.6652558676415,
- 1730.665640631012,
- 1731.6660253943826,
- 1732.666410157753,
- 1733.6667949211235,
- 1734.6671796844942,
- 1735.6675644478646,
- 1736.6679492112353,
- 1737.6683339746057,
- 1738.6687187379762,
- 1739.6691035013469,
- 1740.6694882647173,
- 1741.6698730280877,
- 1742.6702577914584,
- 1743.6706425548289,
- 1744.6710273181993,
- 1745.67141208157,
- 1746.6717968449404,
- 1747.672181608311,
- 1748.6725663716816,
- 1749.672951135052,
- 1750.6733358984225,
- 1751.6737206617931,
- 1752.6741054251636,
- 1753.674490188534,
- 1754.6748749519047,
- 1755.6752597152752,
- 1756.6756444786456,
- 1757.6760292420163,
- 1758.6764140053867,
- 1759.6767987687574,
- 1760.6771835321279,
- 1761.6775682954983,
- 1762.677953058869,
- 1763.6783378222394,
- 1764.6787225856099,
- 1765.6791073489806,
- 1766.679492112351,
- 1767.6798768757214,
- 1768.6802616390921,
- 1769.6806464024626,
- 1770.681031165833,
- 1771.6814159292037,
- 1772.6818006925741,
- 1773.6821854559446,
- 1774.6825702193153,
- 1775.6829549826857,
- 1776.6833397460562,
- 1777.6837245094268,
- 1778.6841092727973,
- 1779.6844940361677,
- 1780.6848787995384,
- 1781.6852635629089,
- 1782.6856483262795,
- 1783.68603308965,
- 1784.6864178530204,
- 1785.686802616391,
- 1786.6871873797616,
- 1787.687572143132,
- 1788.6879569065027,
- 1789.6883416698731,
- 1790.6887264332436,
- 1791.6891111966142,
- 1792.6894959599847,
- 1793.6898807233551,
- 1794.6902654867258,
- 1795.6906502500963,
- 1796.6910350134667,
- 1797.6914197768374,
- 1798.6918045402078,
- 1799.6921893035783,
- 1800.692574066949,
- 1801.6929588303194,
- 1802.6933435936899,
- 1803.6937283570605,
- 1804.694113120431,
- 1805.6944978838017,
- 1806.694882647172,
- 1807.6952674105426,
- 1808.6956521739132,
- 1809.6960369372837,
- 1810.6964217006541,
- 1811.6968064640248,
- 1812.6971912273953,
- 1813.6975759907657,
- 1814.6979607541364,
- 1815.6983455175068,
- 1816.6987302808773,
- 1817.699115044248,
- 1818.6994998076184,
- 1819.6998845709888,
- 1820.7002693343595,
- 1821.70065409773,
- 1822.7010388611004,
- 1823.701423624471,
- 1824.7018083878415,
- 1825.702193151212,
- 1826.7025779145827,
- 1827.702962677953,
- 1828.7033474413238,
- 1829.7037322046942,
- 1830.7041169680647,
- 1831.7045017314354,
- 1832.7048864948058,
- 1833.7052712581763,
- 1834.705656021547,
- 1835.7060407849174,
- 1836.7064255482878,
- 1837.7068103116585,
- 1838.707195075029,
- 1839.7075798383994,
- 1840.70796460177,
- 1841.7083493651405,
- 1842.708734128511,
- 1843.7091188918816,
- 1844.709503655252,
- 1845.7098884186225,
- 1846.7102731819932,
- 1847.7106579453637,
- 1848.711042708734,
- 1849.7114274721048,
- 1850.7118122354752,
- 1851.712196998846,
- 1852.7125817622164,
- 1853.7129665255868,
- 1854.7133512889575,
- 1855.713736052328,
- 1856.7141208156984,
- 1857.714505579069,
- 1858.7148903424395,
- 1859.71527510581,
- 1860.7156598691806,
- 1861.716044632551,
- 1862.7164293959215,
- 1863.7168141592922,
- 1864.7171989226626,
- 1865.717583686033,
- 1866.7179684494038,
- 1867.7183532127742,
- 1868.7187379761447,
- 1869.7191227395153,
- 1870.7195075028858,
- 1871.7198922662562,
- 1872.720277029627,
- 1873.7206617929974,
- 1874.721046556368,
- 1875.7214313197385,
- 1876.721816083109,
- 1877.7222008464796,
- 1878.72258560985,
- 1879.7229703732205,
- 1880.7233551365912,
- 1881.7237398999616,
- 1882.724124663332,
- 1883.7245094267028,
- 1884.7248941900732,
- 1885.7252789534436,
- 1886.7256637168143,
- 1887.7260484801848,
- 1888.7264332435552,
- 1889.726818006926,
- 1890.7272027702963,
- 1891.7275875336668,
- 1892.7279722970375,
- 1893.728357060408,
- 1894.7287418237784,
- 1895.729126587149,
- 1896.7295113505195,
- 1897.7298961138902,
- 1898.7302808772606,
- 1899.730665640631,
- 1900.7310504040017,
- 1901.7314351673722,
- 1902.7318199307426,
- 1903.7322046941133,
- 1904.7325894574838,
- 1905.7329742208542,
- 1906.7333589842249,
- 1907.7337437475953,
- 1908.7341285109658,
- 1909.7345132743365,
- 1910.734898037707,
- 1911.7352828010773,
- 1912.735667564448,
- 1913.7360523278185,
- 1914.736437091189,
- 1915.7368218545596,
- 1916.73720661793,
- 1917.7375913813005,
- 1918.7379761446712,
- 1919.7383609080416,
- 1920.7387456714123,
- 1921.7391304347827,
- 1922.7395151981532,
- 1923.7398999615239,
- 1924.7402847248943,
- 1925.7406694882648,
- 1926.7410542516354,
- 1927.7414390150059,
- 1928.7418237783763,
- 1929.742208541747,
- 1930.7425933051175,
- 1931.742978068488,
- 1932.7433628318586,
- 1933.743747595229,
- 1934.7441323585995,
- 1935.7445171219701,
- 1936.7449018853406,
- 1937.745286648711,
- 1938.7456714120817,
- 1939.7460561754522,
- 1940.7464409388226,
- 1941.7468257021933,
- 1942.7472104655637,
- 1943.7475952289342,
- 1944.7479799923049,
- 1945.7483647556753,
- 1946.748749519046,
- 1947.7491342824164,
- 1948.7495190457869,
- 1949.7499038091576,
- 1950.750288572528,
- 1951.7506733358985,
- 1952.7510580992691,
- 1953.7514428626396,
- 1954.75182762601,
- 1955.7522123893807,
- 1956.7525971527512,
- 1957.7529819161216,
- 1958.7533666794923,
- 1959.7537514428627,
- 1960.7541362062332,
- 1961.7545209696038,
- 1962.7549057329743,
- 1963.7552904963447,
- 1964.7556752597154,
- 1965.7560600230859,
- 1966.7564447864563,
- 1967.756829549827,
- 1968.7572143131974,
- 1969.757599076568,
- 1970.7579838399386,
- 1971.758368603309,
- 1972.7587533666797,
- 1973.7591381300501,
- 1974.7595228934206,
- 1975.7599076567913,
- 1976.7602924201617,
- 1977.7606771835322,
- 1978.7610619469028,
- 1979.7614467102733,
- 1980.7618314736437,
- 1981.7622162370144,
- 1982.7626010003848,
- 1983.7629857637553,
- 1984.763370527126,
- 1985.7637552904964,
- 1986.7641400538669,
- 1987.7645248172375,
- 1988.764909580608,
- 1989.7652943439784,
- 1990.7656791073491,
- 1991.7660638707196,
- 1992.7664486340902,
- 1993.7668333974607,
- 1994.7672181608311,
- 1995.7676029242018,
- 1996.7679876875723,
- 1997.7683724509427,
- 1998.7687572143134,
- 1999.7691419776838,
- 2000.7695267410543,
- 2001.769911504425,
- 2002.7702962677954,
- 2003.7706810311659,
- 2004.7710657945365,
- 2005.771450557907,
- 2006.7718353212774,
- 2007.772220084648,
- 2008.7726048480185,
- 2009.772989611389,
- 2010.7733743747597,
- 2011.7737591381301,
- 2012.7741439015006,
- 2013.7745286648712,
- 2014.7749134282417,
- 2015.7752981916124,
- 2016.7756829549828,
- 2017.7760677183533,
- 2018.776452481724,
- 2019.7768372450944,
- 2020.7772220084648,
- 2021.7776067718355,
- 2022.777991535206,
- 2023.7783762985764,
- 2024.778761061947,
- 2025.7791458253175,
- 2026.779530588688,
- 2027.7799153520587,
- 2028.780300115429,
- 2029.7806848787995,
- 2030.7810696421702,
- 2031.7814544055407,
- 2032.7818391689111,
- 2033.7822239322818,
- 2034.7826086956522,
- 2035.7829934590227,
- 2036.7833782223934,
- 2037.7837629857638,
- 2038.7841477491345,
- 2039.784532512505,
- 2040.7849172758754,
- 2041.785302039246,
- 2042.7856868026165,
- 2043.786071565987,
- 2044.7864563293576,
- 2045.786841092728,
- 2046.7872258560985,
- 2047.7876106194692,
- 2048.7879953828397,
- 2049.7883801462103,
- 2050.7887649095806,
- 2051.789149672951,
- 2052.789534436322,
- 2053.789919199692,
- 2054.790303963063,
- 2055.7906887264335,
- 2056.7910734898037,
- 2057.7914582531744,
- 2058.791843016545,
- 2059.7922277799153,
- 2060.792612543286,
- 2061.7929973066566,
- 2062.793382070027,
- 2063.7937668333975,
- 2064.794151596768,
- 2065.7945363601384,
- 2066.794921123509,
- 2067.7953058868798,
- 2068.79569065025,
- 2069.7960754136207,
- 2070.7964601769913,
- 2071.7968449403616,
- 2072.7972297037322,
- 2073.797614467103,
- 2074.7979992304736,
- 2075.798383993844,
- 2076.7987687572145,
- 2077.799153520585,
- 2078.7995382839554,
- 2079.799923047326,
- 2080.8003078106967,
- 2081.800692574067,
- 2082.8010773374376,
- 2083.8014621008083,
- 2084.8018468641785,
- 2085.802231627549,
- 2086.80261639092,
- 2087.80300115429,
- 2088.8033859176608,
- 2089.8037706810314,
- 2090.8041554444017,
- 2091.8045402077723,
- 2092.804924971143,
- 2093.8053097345132,
- 2094.805694497884,
- 2095.8060792612546,
- 2096.806464024625,
- 2097.8068487879955,
- 2098.807233551366,
- 2099.8076183147364,
- 2100.808003078107,
- 2101.8083878414777,
- 2102.808772604848,
- 2103.8091573682186,
- 2104.8095421315893,
- 2105.8099268949595,
- 2106.81031165833,
- 2107.810696421701,
- 2108.811081185071,
- 2109.8114659484418,
- 2110.8118507118124,
- 2111.8122354751827,
- 2112.8126202385533,
- 2113.813005001924,
- 2114.8133897652942,
- 2115.813774528665,
- 2116.8141592920356,
- 2117.814544055406,
- 2118.8149288187765,
- 2119.815313582147,
- 2120.815698345518,
- 2121.816083108888,
- 2122.8164678722587,
- 2123.8168526356294,
- 2124.8172373989996,
- 2125.8176221623703,
- 2126.818006925741,
- 2127.818391689111,
- 2128.818776452482,
- 2129.8191612158525,
- 2130.8195459792228,
- 2131.8199307425934,
- 2132.820315505964,
- 2133.8207002693343,
- 2134.821085032705,
- 2135.8214697960757,
- 2136.821854559446,
- 2137.8222393228166,
- 2138.8226240861873,
- 2139.8230088495575,
- 2140.823393612928,
- 2141.823778376299,
- 2142.824163139669,
- 2143.8245479030397,
- 2144.8249326664104,
- 2145.8253174297806,
- 2146.8257021931513,
- 2147.826086956522,
- 2148.826471719892,
- 2149.826856483263,
- 2150.8272412466335,
- 2151.8276260100038,
- 2152.8280107733744,
- 2153.828395536745,
- 2154.8287803001153,
- 2155.829165063486,
- 2156.8295498268567,
- 2157.829934590227,
- 2158.8303193535976,
- 2159.8307041169683,
- 2160.8310888803385,
- 2161.831473643709,
- 2162.83185840708,
- 2163.83224317045,
- 2164.8326279338207,
- 2165.8330126971914,
- 2166.833397460562,
- 2167.8337822239323,
- 2168.834166987303,
- 2169.8345517506737,
- 2170.834936514044,
- 2171.8353212774146,
- 2172.835706040785,
- 2173.8360908041554,
- 2174.836475567526,
- 2175.836860330897,
- 2176.837245094267,
- 2177.8376298576377,
- 2178.8380146210084,
- 2179.8383993843786,
- 2180.8387841477493,
- 2181.83916891112,
- 2182.83955367449,
- 2183.839938437861,
- 2184.8403232012315,
- 2185.8407079646017,
- 2186.8410927279724,
- 2187.841477491343,
- 2188.8418622547133,
- 2189.842247018084,
- 2190.8426317814547,
- 2191.843016544825,
- 2192.8434013081956,
- 2193.8437860715662,
- 2194.8441708349364,
- 2195.844555598307,
- 2196.844940361678,
- 2197.845325125048,
- 2198.8457098884187,
- 2199.8460946517894,
- 2200.8464794151596,
- 2201.8468641785303,
- 2202.847248941901,
- 2203.847633705271,
- 2204.848018468642,
- 2205.8484032320125,
- 2206.8487879953827,
- 2207.8491727587534,
- 2208.849557522124,
- 2209.8499422854943,
- 2210.850327048865,
- 2211.8507118122357,
- 2212.8510965756063,
- 2213.8514813389766,
- 2214.8518661023472,
- 2215.852250865718,
- 2216.852635629088,
- 2217.853020392459,
- 2218.8534051558295,
- 2219.8537899191997,
- 2220.8541746825704,
- 2221.854559445941,
- 2222.8549442093113,
- 2223.855328972682,
- 2224.8557137360526,
- 2225.856098499423,
- 2226.8564832627935,
- 2227.856868026164,
- 2228.8572527895344,
- 2229.857637552905,
- 2230.8580223162758,
- 2231.858407079646,
- 2232.8587918430167,
- 2233.8591766063873,
- 2234.8595613697576,
- 2235.8599461331282,
- 2236.860330896499,
- 2237.860715659869,
- 2238.86110042324,
- 2239.8614851866105,
- 2240.8618699499807,
- 2241.8622547133514,
- 2242.862639476722,
- 2243.8630242400923,
- 2244.863409003463,
- 2245.8637937668336,
- 2246.864178530204,
- 2247.8645632935745,
- 2248.864948056945,
- 2249.8653328203154,
- 2250.865717583686,
- 2251.8661023470568,
- 2252.866487110427,
- 2253.8668718737977,
- 2254.8672566371683,
- 2255.8676414005386,
- 2256.8680261639092,
- 2257.86841092728,
- 2258.8687956906506,
- 2259.869180454021,
- 2260.8695652173915,
- 2261.869949980762,
- 2262.8703347441324,
- 2263.870719507503,
- 2264.8711042708737,
- 2265.871489034244,
- 2266.8718737976146,
- 2267.8722585609853,
- 2268.8726433243555,
- 2269.873028087726,
- 2270.873412851097,
- 2271.873797614467,
- 2272.8741823778378,
- 2273.8745671412084,
- 2274.8749519045787,
- 2275.8753366679493,
- 2276.87572143132,
- 2277.8761061946902,
- 2278.876490958061,
- 2279.8768757214316,
- 2280.877260484802,
- 2281.8776452481725,
- 2282.878030011543,
- 2283.8784147749134,
- 2284.878799538284,
- 2285.8791843016547,
- 2286.879569065025,
- 2287.8799538283956,
- 2288.8803385917663,
- 2289.8807233551365,
- 2290.881108118507,
- 2291.881492881878,
- 2292.881877645248,
- 2293.8822624086188,
- 2294.8826471719894,
- 2295.8830319353597,
- 2296.8834166987303,
- 2297.883801462101,
- 2298.8841862254712,
- 2299.884570988842,
- 2300.8849557522126,
- 2301.885340515583,
- 2302.8857252789535,
- 2303.886110042324,
- 2304.8864948056944,
- 2305.886879569065,
- 2306.8872643324357,
- 2307.8876490958064,
- 2308.8880338591766,
- 2309.8884186225473,
- 2310.888803385918,
- 2311.889188149288,
- 2312.889572912659,
- 2313.8899576760296,
- 2314.8903424394,
- 2315.8907272027704,
- 2316.891111966141,
- 2317.8914967295113,
- 2318.891881492882,
- 2319.8922662562527,
- 2320.892651019623,
- 2321.8930357829936,
- 2322.8934205463643,
- 2323.8938053097345,
- 2324.894190073105,
- 2325.894574836476,
- 2326.894959599846,
- 2327.8953443632167,
- 2328.8957291265874,
- 2329.8961138899576,
- 2330.8964986533283,
- 2331.896883416699,
- 2332.897268180069,
- 2333.89765294344,
- 2334.8980377068106,
- 2335.898422470181,
- 2336.8988072335515,
- 2337.899191996922,
- 2338.8995767602923,
- 2339.899961523663,
- 2340.9003462870337,
- 2341.900731050404,
- 2342.9011158137746,
- 2343.9015005771453,
- 2344.9018853405155,
- 2345.902270103886,
- 2346.902654867257,
- 2347.903039630627,
- 2348.9034243939977,
- 2349.9038091573684,
- 2350.9041939207386,
- 2351.9045786841093,
- 2352.90496344748,
- 2353.9053482108507,
- 2354.905732974221,
- 2355.9061177375916,
- 2356.9065025009622,
- 2357.9068872643325,
- 2358.907272027703,
- 2359.907656791074,
- 2360.908041554444,
- 2361.9084263178147,
- 2362.9088110811854,
- 2363.9091958445556,
- 2364.9095806079263,
- 2365.909965371297,
- 2366.910350134667,
- 2367.910734898038,
- 2368.9111196614085,
- 2369.9115044247787,
- 2370.9118891881494,
- 2371.91227395152,
- 2372.9126587148903,
- 2373.913043478261,
- 2374.9134282416317,
- 2375.913813005002,
- 2376.9141977683726,
- 2377.9145825317432,
- 2378.9149672951135,
- 2379.915352058484,
- 2380.915736821855,
- 2381.916121585225,
- 2382.9165063485957,
- 2383.9168911119664,
- 2384.9172758753366,
- 2385.9176606387073,
- 2386.918045402078,
- 2387.918430165448,
- 2388.918814928819,
- 2389.9191996921895,
- 2390.9195844555597,
- 2391.9199692189304,
- 2392.920353982301,
- 2393.9207387456713,
- 2394.921123509042,
- 2395.9215082724127,
- 2396.921893035783,
- 2397.9222777991536,
- 2398.9226625625242,
- 2399.923047325895,
- 2400.923432089265,
- 2401.923816852636,
- 2402.9242016160065,
- 2403.9245863793767,
- 2404.9249711427474,
- 2405.925355906118,
- 2406.9257406694883,
- 2407.926125432859,
- 2408.9265101962296,
- 2409.9268949596,
- 2410.9272797229705,
- 2411.927664486341,
- 2412.9280492497114,
- 2413.928434013082,
- 2414.9288187764528,
- 2415.929203539823,
- 2416.9295883031937,
- 2417.9299730665643,
- 2418.9303578299346,
- 2419.9307425933052,
- 2420.931127356676,
- 2421.931512120046,
- 2422.931896883417,
- 2423.9322816467875,
- 2424.9326664101577,
- 2425.9330511735284,
- 2426.933435936899,
- 2427.9338207002693,
- 2428.93420546364,
- 2429.9345902270106,
- 2430.934974990381,
- 2431.9353597537515,
- 2432.935744517122,
- 2433.9361292804924,
- 2434.936514043863,
- 2435.936898807234,
- 2436.937283570604,
- 2437.9376683339747,
- 2438.9380530973453,
- 2439.9384378607156,
- 2440.9388226240862,
- 2441.939207387457,
- 2442.939592150827,
- 2443.939976914198,
- 2444.9403616775685,
- 2445.940746440939,
- 2446.9411312043094,
- 2447.94151596768,
- 2448.9419007310507,
- 2449.942285494421,
- 2450.9426702577916,
- 2451.9430550211623,
- 2452.9434397845325,
- 2453.943824547903,
- 2454.944209311274,
- 2455.944594074644,
- 2456.944978838015,
- 2457.9453636013855,
- 2458.9457483647557,
- 2459.9461331281263,
- 2460.946517891497,
- 2461.9469026548672,
- 2462.947287418238,
- 2463.9476721816086,
- 2464.948056944979,
- 2465.9484417083495,
- 2466.94882647172,
- 2467.9492112350904,
- 2468.949595998461,
- 2469.9499807618317,
- 2470.950365525202,
- 2471.9507502885726,
- 2472.9511350519433,
- 2473.9515198153135,
- 2474.951904578684,
- 2475.952289342055,
- 2476.952674105425,
- 2477.953058868796,
- 2478.9534436321665,
- 2479.9538283955367,
- 2480.9542131589074,
- 2481.954597922278,
- 2482.9549826856482,
- 2483.955367449019,
- 2484.9557522123896,
- 2485.95613697576,
- 2486.9565217391305,
- 2487.956906502501,
- 2488.9572912658714,
- 2489.957676029242,
- 2490.9580607926127,
- 2491.9584455559834,
- 2492.9588303193536,
- 2493.9592150827243,
- 2494.959599846095,
- 2495.959984609465,
- 2496.960369372836,
- 2497.9607541362066,
- 2498.961138899577,
- 2499.9615236629475,
- 2500.961908426318,
- 2501.9622931896884,
- 2502.962677953059,
- 2503.9630627164297,
- 2504.9634474798,
- 2505.9638322431706,
- 2506.9642170065413,
- 2507.9646017699115,
- 2508.964986533282,
- 2509.965371296653,
- 2510.965756060023,
- 2511.9661408233937,
- 2512.9665255867644,
- 2513.9669103501346,
- 2514.9672951135053,
- 2515.967679876876,
- 2516.968064640246,
- 2517.968449403617,
- 2518.9688341669876,
- 2519.969218930358,
- 2520.9696036937285,
- 2521.969988457099,
- 2522.9703732204694,
- 2523.97075798384,
- 2524.9711427472107,
- 2525.971527510581,
- 2526.9719122739516,
- 2527.9722970373223,
- 2528.9726818006925,
- 2529.973066564063,
- 2530.973451327434,
- 2531.973836090804,
- 2532.9742208541747,
- 2533.9746056175454,
- 2534.9749903809156,
- 2535.9753751442863,
- 2536.975759907657,
- 2537.9761446710277,
- 2538.976529434398,
- 2539.9769141977686,
- 2540.9772989611392,
- 2541.9776837245095,
- 2542.97806848788,
- 2543.978453251251,
- 2544.978838014621,
- 2545.9792227779917,
- 2546.9796075413624,
- 2547.9799923047326,
- 2548.9803770681033,
- 2549.980761831474,
- 2550.981146594844,
- 2551.981531358215,
- 2552.9819161215855,
- 2553.9823008849557,
- 2554.9826856483264,
- 2555.983070411697,
- 2556.9834551750673,
- 2557.983839938438,
- 2558.9842247018087,
- 2559.984609465179,
- 2560.9849942285496,
- 2561.9853789919202,
- 2562.9857637552905,
- 2563.986148518661,
- 2564.986533282032,
- 2565.986918045402,
- 2566.9873028087727,
- 2567.9876875721434,
- 2568.9880723355136,
- 2569.9884570988843,
- 2570.988841862255,
- 2571.989226625625,
- 2572.989611388996,
- 2573.9899961523665,
- 2574.9903809157368,
- 2575.9907656791074,
- 2576.991150442478,
- 2577.9915352058483,
- 2578.991919969219,
- 2579.9923047325897,
- 2580.99268949596,
- 2581.9930742593306,
- 2582.9934590227012,
- 2583.9938437860715,
- 2584.994228549442,
- 2585.994613312813,
- 2586.9949980761835,
- 2587.9953828395537,
- 2588.9957676029244,
- 2589.996152366295,
- 2590.9965371296653,
- 2591.996921893036,
- 2592.9973066564066,
- 2593.997691419777,
- 2594.9980761831475,
- 2595.998460946518,
- 2596.9988457098884,
- 2597.999230473259,
- 2598.99961523663,
+ 2.001539645881447,
+ 4.003079291762894,
+ 6.0046189376443415,
+ 8.006158583525789,
+ 10.007698229407236,
+ 12.009237875288683,
+ 14.01077752117013,
+ 16.012317167051577,
+ 18.013856812933025,
+ 20.01539645881447,
+ 22.01693610469592,
+ 24.018475750577366,
+ 26.020015396458813,
+ 28.02155504234026,
+ 30.023094688221708,
+ 32.024634334103155,
+ 34.026173979984605,
+ 36.02771362586605,
+ 38.02925327174749,
+ 40.03079291762894,
+ 42.032332563510394,
+ 44.03387220939184,
+ 46.03541185527328,
+ 48.03695150115473,
+ 50.03849114703618,
+ 52.04003079291763,
+ 54.04157043879907,
+ 56.04311008468052,
+ 58.04464973056197,
+ 60.046189376443415,
+ 62.04772902232486,
+ 64.04926866820631,
+ 66.05080831408776,
+ 68.05234795996921,
+ 70.05388760585065,
+ 72.0554272517321,
+ 74.05696689761355,
+ 76.05850654349499,
+ 78.06004618937644,
+ 80.06158583525789,
+ 82.06312548113934,
+ 84.06466512702079,
+ 86.06620477290222,
+ 88.06774441878368,
+ 90.06928406466513,
+ 92.07082371054656,
+ 94.07236335642801,
+ 96.07390300230946,
+ 98.07544264819091,
+ 100.07698229407237,
+ 102.0785219399538,
+ 104.08006158583525,
+ 106.0816012317167,
+ 108.08314087759814,
+ 110.08468052347959,
+ 112.08622016936104,
+ 114.08775981524249,
+ 116.08929946112394,
+ 118.09083910700538,
+ 120.09237875288683,
+ 122.09391839876828,
+ 124.09545804464972,
+ 126.09699769053117,
+ 128.09853733641262,
+ 130.10007698229407,
+ 132.10161662817552,
+ 134.10315627405697,
+ 136.10469591993842,
+ 138.10623556581984,
+ 140.1077752117013,
+ 142.10931485758275,
+ 144.1108545034642,
+ 146.11239414934565,
+ 148.1139337952271,
+ 150.11547344110855,
+ 152.11701308698997,
+ 154.11855273287142,
+ 156.12009237875287,
+ 158.12163202463432,
+ 160.12317167051577,
+ 162.12471131639722,
+ 164.12625096227868,
+ 166.12779060816013,
+ 168.12933025404158,
+ 170.130869899923,
+ 172.13240954580445,
+ 174.1339491916859,
+ 176.13548883756735,
+ 178.1370284834488,
+ 180.13856812933025,
+ 182.1401077752117,
+ 184.14164742109313,
+ 186.14318706697458,
+ 188.14472671285603,
+ 190.14626635873748,
+ 192.14780600461893,
+ 194.14934565050038,
+ 196.15088529638183,
+ 198.15242494226328,
+ 200.15396458814473,
+ 202.15550423402615,
+ 204.1570438799076,
+ 206.15858352578906,
+ 208.1601231716705,
+ 210.16166281755196,
+ 212.1632024634334,
+ 214.16474210931486,
+ 216.16628175519628,
+ 218.16782140107773,
+ 220.16936104695918,
+ 222.17090069284063,
+ 224.17244033872208,
+ 226.17397998460353,
+ 228.17551963048498,
+ 230.17705927636644,
+ 232.1785989222479,
+ 234.1801385681293,
+ 236.18167821401076,
+ 238.1832178598922,
+ 240.18475750577366,
+ 242.1862971516551,
+ 244.18783679753656,
+ 246.189376443418,
+ 248.19091608929944,
+ 250.19245573518089,
+ 252.19399538106234,
+ 254.1955350269438,
+ 256.19707467282524,
+ 258.1986143187067,
+ 260.20015396458814,
+ 262.2016936104696,
+ 264.20323325635104,
+ 266.2047729022325,
+ 268.20631254811394,
+ 270.2078521939954,
+ 272.20939183987684,
+ 274.21093148575824,
+ 276.2124711316397,
+ 278.21401077752114,
+ 280.2155504234026,
+ 282.21709006928404,
+ 284.2186297151655,
+ 286.22016936104694,
+ 288.2217090069284,
+ 290.22324865280984,
+ 292.2247882986913,
+ 294.22632794457274,
+ 296.2278675904542,
+ 298.22940723633565,
+ 300.2309468822171,
+ 302.23248652809855,
+ 304.23402617397994,
+ 306.2355658198614,
+ 308.23710546574284,
+ 310.2386451116243,
+ 312.24018475750574,
+ 314.2417244033872,
+ 316.24326404926865,
+ 318.2448036951501,
+ 320.24634334103155,
+ 322.247882986913,
+ 324.24942263279445,
+ 326.2509622786759,
+ 328.25250192455735,
+ 330.2540415704388,
+ 332.25558121632025,
+ 334.2571208622017,
+ 336.25866050808315,
+ 338.26020015396455,
+ 340.261739799846,
+ 342.26327944572745,
+ 344.2648190916089,
+ 346.26635873749035,
+ 348.2678983833718,
+ 350.26943802925325,
+ 352.2709776751347,
+ 354.27251732101615,
+ 356.2740569668976,
+ 358.27559661277905,
+ 360.2771362586605,
+ 362.27867590454196,
+ 364.2802155504234,
+ 366.28175519630486,
+ 368.28329484218625,
+ 370.2848344880677,
+ 372.28637413394915,
+ 374.2879137798306,
+ 376.28945342571205,
+ 378.2909930715935,
+ 380.29253271747496,
+ 382.2940723633564,
+ 384.29561200923786,
+ 386.2971516551193,
+ 388.29869130100076,
+ 390.3002309468822,
+ 392.30177059276366,
+ 394.3033102386451,
+ 396.30484988452656,
+ 398.306389530408,
+ 400.30792917628946,
+ 402.30946882217086,
+ 404.3110084680523,
+ 406.31254811393376,
+ 408.3140877598152,
+ 410.31562740569666,
+ 412.3171670515781,
+ 414.31870669745956,
+ 416.320246343341,
+ 418.32178598922246,
+ 420.3233256351039,
+ 422.32486528098536,
+ 424.3264049268668,
+ 426.32794457274827,
+ 428.3294842186297,
+ 430.33102386451117,
+ 432.33256351039256,
+ 434.334103156274,
+ 436.33564280215546,
+ 438.3371824480369,
+ 440.33872209391836,
+ 442.3402617397998,
+ 444.34180138568126,
+ 446.3433410315627,
+ 448.34488067744417,
+ 450.3464203233256,
+ 452.34795996920707,
+ 454.3494996150885,
+ 456.35103926096997,
+ 458.3525789068514,
+ 460.35411855273287,
+ 462.3556581986143,
+ 464.3571978444958,
+ 466.35873749037717,
+ 468.3602771362586,
+ 470.36181678214007,
+ 472.3633564280215,
+ 474.36489607390297,
+ 476.3664357197844,
+ 478.36797536566587,
+ 480.3695150115473,
+ 482.3710546574288,
+ 484.3725943033102,
+ 486.3741339491917,
+ 488.3756735950731,
+ 490.3772132409546,
+ 492.378752886836,
+ 494.3802925327175,
+ 496.38183217859887,
+ 498.3833718244803,
+ 500.38491147036177,
+ 502.3864511162432,
+ 504.3879907621247,
+ 506.3895304080061,
+ 508.3910700538876,
+ 510.392609699769,
+ 512.3941493456505,
+ 514.3956889915319,
+ 516.3972286374134,
+ 518.3987682832948,
+ 520.4003079291763,
+ 522.4018475750577,
+ 524.4033872209392,
+ 526.4049268668206,
+ 528.4064665127021,
+ 530.4080061585835,
+ 532.409545804465,
+ 534.4110854503464,
+ 536.4126250962279,
+ 538.4141647421093,
+ 540.4157043879908,
+ 542.4172440338722,
+ 544.4187836797537,
+ 546.4203233256351,
+ 548.4218629715165,
+ 550.423402617398,
+ 552.4249422632794,
+ 554.4264819091609,
+ 556.4280215550423,
+ 558.4295612009238,
+ 560.4311008468052,
+ 562.4326404926867,
+ 564.4341801385681,
+ 566.4357197844496,
+ 568.437259430331,
+ 570.4387990762125,
+ 572.4403387220939,
+ 574.4418783679754,
+ 576.4434180138568,
+ 578.4449576597382,
+ 580.4464973056197,
+ 582.4480369515011,
+ 584.4495765973826,
+ 586.451116243264,
+ 588.4526558891455,
+ 590.4541955350269,
+ 592.4557351809084,
+ 594.4572748267898,
+ 596.4588144726713,
+ 598.4603541185527,
+ 600.4618937644342,
+ 602.4634334103156,
+ 604.4649730561971,
+ 606.4665127020785,
+ 608.4680523479599,
+ 610.4695919938414,
+ 612.4711316397228,
+ 614.4726712856043,
+ 616.4742109314857,
+ 618.4757505773672,
+ 620.4772902232486,
+ 622.4788298691301,
+ 624.4803695150115,
+ 626.481909160893,
+ 628.4834488067744,
+ 630.4849884526559,
+ 632.4865280985373,
+ 634.4880677444188,
+ 636.4896073903002,
+ 638.4911470361817,
+ 640.4926866820631,
+ 642.4942263279445,
+ 644.495765973826,
+ 646.4973056197074,
+ 648.4988452655889,
+ 650.5003849114703,
+ 652.5019245573518,
+ 654.5034642032332,
+ 656.5050038491147,
+ 658.5065434949961,
+ 660.5080831408776,
+ 662.509622786759,
+ 664.5111624326405,
+ 666.5127020785219,
+ 668.5142417244034,
+ 670.5157813702848,
+ 672.5173210161663,
+ 674.5188606620477,
+ 676.5204003079291,
+ 678.5219399538106,
+ 680.523479599692,
+ 682.5250192455735,
+ 684.5265588914549,
+ 686.5280985373364,
+ 688.5296381832178,
+ 690.5311778290993,
+ 692.5327174749807,
+ 694.5342571208622,
+ 696.5357967667436,
+ 698.5373364126251,
+ 700.5388760585065,
+ 702.540415704388,
+ 704.5419553502694,
+ 706.5434949961508,
+ 708.5450346420323,
+ 710.5465742879137,
+ 712.5481139337952,
+ 714.5496535796766,
+ 716.5511932255581,
+ 718.5527328714395,
+ 720.554272517321,
+ 722.5558121632024,
+ 724.5573518090839,
+ 726.5588914549653,
+ 728.5604311008468,
+ 730.5619707467282,
+ 732.5635103926097,
+ 734.5650500384911,
+ 736.5665896843725,
+ 738.568129330254,
+ 740.5696689761354,
+ 742.5712086220169,
+ 744.5727482678983,
+ 746.5742879137798,
+ 748.5758275596612,
+ 750.5773672055427,
+ 752.5789068514241,
+ 754.5804464973056,
+ 756.581986143187,
+ 758.5835257890685,
+ 760.5850654349499,
+ 762.5866050808314,
+ 764.5881447267128,
+ 766.5896843725943,
+ 768.5912240184757,
+ 770.5927636643571,
+ 772.5943033102386,
+ 774.59584295612,
+ 776.5973826020015,
+ 778.5989222478829,
+ 780.6004618937644,
+ 782.6020015396458,
+ 784.6035411855273,
+ 786.6050808314087,
+ 788.6066204772902,
+ 790.6081601231716,
+ 792.6096997690531,
+ 794.6112394149345,
+ 796.612779060816,
+ 798.6143187066974,
+ 800.6158583525789,
+ 802.6173979984603,
+ 804.6189376443417,
+ 806.6204772902232,
+ 808.6220169361046,
+ 810.6235565819861,
+ 812.6250962278675,
+ 814.626635873749,
+ 816.6281755196304,
+ 818.6297151655119,
+ 820.6312548113933,
+ 822.6327944572748,
+ 824.6343341031562,
+ 826.6358737490377,
+ 828.6374133949191,
+ 830.6389530408006,
+ 832.640492686682,
+ 834.6420323325634,
+ 836.6435719784449,
+ 838.6451116243263,
+ 840.6466512702078,
+ 842.6481909160892,
+ 844.6497305619707,
+ 846.6512702078521,
+ 848.6528098537336,
+ 850.654349499615,
+ 852.6558891454965,
+ 854.6574287913779,
+ 856.6589684372594,
+ 858.6605080831408,
+ 860.6620477290223,
+ 862.6635873749037,
+ 864.6651270207851,
+ 866.6666666666666,
+ 868.668206312548,
+ 870.6697459584295,
+ 872.6712856043109,
+ 874.6728252501924,
+ 876.6743648960738,
+ 878.6759045419553,
+ 880.6774441878367,
+ 882.6789838337182,
+ 884.6805234795996,
+ 886.6820631254811,
+ 888.6836027713625,
+ 890.685142417244,
+ 892.6866820631254,
+ 894.6882217090069,
+ 896.6897613548883,
+ 898.6913010007697,
+ 900.6928406466512,
+ 902.6943802925326,
+ 904.6959199384141,
+ 906.6974595842955,
+ 908.698999230177,
+ 910.7005388760584,
+ 912.7020785219399,
+ 914.7036181678213,
+ 916.7051578137028,
+ 918.7066974595842,
+ 920.7082371054657,
+ 922.7097767513471,
+ 924.7113163972286,
+ 926.71285604311,
+ 928.7143956889915,
+ 930.7159353348729,
+ 932.7174749807543,
+ 934.7190146266358,
+ 936.7205542725172,
+ 938.7220939183987,
+ 940.7236335642801,
+ 942.7251732101616,
+ 944.726712856043,
+ 946.7282525019245,
+ 948.7297921478059,
+ 950.7313317936874,
+ 952.7328714395688,
+ 954.7344110854503,
+ 956.7359507313317,
+ 958.7374903772132,
+ 960.7390300230946,
+ 962.740569668976,
+ 964.7421093148575,
+ 966.7436489607389,
+ 968.7451886066204,
+ 970.7467282525018,
+ 972.7482678983833,
+ 974.7498075442647,
+ 976.7513471901462,
+ 978.7528868360276,
+ 980.7544264819091,
+ 982.7559661277905,
+ 984.757505773672,
+ 986.7590454195534,
+ 988.760585065435,
+ 990.7621247113163,
+ 992.7636643571977,
+ 994.7652040030792,
+ 996.7667436489606,
+ 998.7682832948421,
+ 1000.7698229407235,
+ 1002.771362586605,
+ 1004.7729022324864,
+ 1006.774441878368,
+ 1008.7759815242493,
+ 1010.7775211701309,
+ 1012.7790608160122,
+ 1014.7806004618938,
+ 1016.7821401077751,
+ 1018.7836797536567,
+ 1020.785219399538,
+ 1022.7867590454196,
+ 1024.788298691301,
+ 1026.7898383371823,
+ 1028.7913779830637,
+ 1030.7929176289454,
+ 1032.7944572748268,
+ 1034.7959969207081,
+ 1036.7975365665895,
+ 1038.7990762124712,
+ 1040.8006158583526,
+ 1042.802155504234,
+ 1044.8036951501153,
+ 1046.805234795997,
+ 1048.8067744418784,
+ 1050.8083140877598,
+ 1052.8098537336411,
+ 1054.8113933795228,
+ 1056.8129330254042,
+ 1058.8144726712856,
+ 1060.816012317167,
+ 1062.8175519630483,
+ 1064.81909160893,
+ 1066.8206312548114,
+ 1068.8221709006928,
+ 1070.8237105465741,
+ 1072.8252501924558,
+ 1074.8267898383372,
+ 1076.8283294842186,
+ 1078.8298691301,
+ 1080.8314087759816,
+ 1082.832948421863,
+ 1084.8344880677444,
+ 1086.8360277136258,
+ 1088.8375673595074,
+ 1090.8391070053888,
+ 1092.8406466512702,
+ 1094.8421862971516,
+ 1096.843725943033,
+ 1098.8452655889146,
+ 1100.846805234796,
+ 1102.8483448806774,
+ 1104.8498845265588,
+ 1106.8514241724404,
+ 1108.8529638183218,
+ 1110.8545034642032,
+ 1112.8560431100846,
+ 1114.8575827559662,
+ 1116.8591224018476,
+ 1118.860662047729,
+ 1120.8622016936104,
+ 1122.8637413394918,
+ 1124.8652809853734,
+ 1126.8668206312548,
+ 1128.8683602771362,
+ 1130.8698999230176,
+ 1132.8714395688992,
+ 1134.8729792147806,
+ 1136.874518860662,
+ 1138.8760585065434,
+ 1140.877598152425,
+ 1142.8791377983064,
+ 1144.8806774441878,
+ 1146.8822170900692,
+ 1148.8837567359508,
+ 1150.8852963818322,
+ 1152.8868360277136,
+ 1154.888375673595,
+ 1156.8899153194764,
+ 1158.891454965358,
+ 1160.8929946112394,
+ 1162.8945342571208,
+ 1164.8960739030022,
+ 1166.8976135488838,
+ 1168.8991531947652,
+ 1170.9006928406466,
+ 1172.902232486528,
+ 1174.9037721324096,
+ 1176.905311778291,
+ 1178.9068514241724,
+ 1180.9083910700538,
+ 1182.9099307159354,
+ 1184.9114703618168,
+ 1186.9130100076982,
+ 1188.9145496535796,
+ 1190.916089299461,
+ 1192.9176289453426,
+ 1194.919168591224,
+ 1196.9207082371054,
+ 1198.9222478829868,
+ 1200.9237875288684,
+ 1202.9253271747498,
+ 1204.9268668206312,
+ 1206.9284064665126,
+ 1208.9299461123942,
+ 1210.9314857582756,
+ 1212.933025404157,
+ 1214.9345650500384,
+ 1216.9361046959198,
+ 1218.9376443418014,
+ 1220.9391839876828,
+ 1222.9407236335642,
+ 1224.9422632794456,
+ 1226.9438029253272,
+ 1228.9453425712086,
+ 1230.94688221709,
+ 1232.9484218629714,
+ 1234.949961508853,
+ 1236.9515011547344,
+ 1238.9530408006158,
+ 1240.9545804464972,
+ 1242.9561200923788,
+ 1244.9576597382602,
+ 1246.9591993841416,
+ 1248.960739030023,
+ 1250.9622786759044,
+ 1252.963818321786,
+ 1254.9653579676674,
+ 1256.9668976135488,
+ 1258.9684372594302,
+ 1260.9699769053118,
+ 1262.9715165511932,
+ 1264.9730561970746,
+ 1266.974595842956,
+ 1268.9761354888376,
+ 1270.977675134719,
+ 1272.9792147806004,
+ 1274.9807544264818,
+ 1276.9822940723634,
+ 1278.9838337182448,
+ 1280.9853733641262,
+ 1282.9869130100076,
+ 1284.988452655889,
+ 1286.9899923017706,
+ 1288.991531947652,
+ 1290.9930715935334,
+ 1292.9946112394148,
+ 1294.9961508852964,
+ 1296.9976905311778,
+ 1298.9992301770592,
+ 1301.0007698229406,
+ 1303.0023094688222,
+ 1305.0038491147036,
+ 1307.005388760585,
+ 1309.0069284064664,
+ 1311.008468052348,
+ 1313.0100076982294,
+ 1315.0115473441108,
+ 1317.0130869899922,
+ 1319.0146266358736,
+ 1321.0161662817552,
+ 1323.0177059276366,
+ 1325.019245573518,
+ 1327.0207852193994,
+ 1329.022324865281,
+ 1331.0238645111624,
+ 1333.0254041570438,
+ 1335.0269438029252,
+ 1337.0284834488068,
+ 1339.0300230946882,
+ 1341.0315627405696,
+ 1343.033102386451,
+ 1345.0346420323326,
+ 1347.036181678214,
+ 1349.0377213240954,
+ 1351.0392609699768,
+ 1353.0408006158582,
+ 1355.0423402617398,
+ 1357.0438799076212,
+ 1359.0454195535026,
+ 1361.046959199384,
+ 1363.0484988452656,
+ 1365.050038491147,
+ 1367.0515781370284,
+ 1369.0531177829098,
+ 1371.0546574287914,
+ 1373.0561970746728,
+ 1375.0577367205542,
+ 1377.0592763664356,
+ 1379.060816012317,
+ 1381.0623556581986,
+ 1383.06389530408,
+ 1385.0654349499614,
+ 1387.0669745958428,
+ 1389.0685142417244,
+ 1391.0700538876058,
+ 1393.0715935334872,
+ 1395.0731331793686,
+ 1397.0746728252502,
+ 1399.0762124711316,
+ 1401.077752117013,
+ 1403.0792917628944,
+ 1405.080831408776,
+ 1407.0823710546574,
+ 1409.0839107005388,
+ 1411.0854503464202,
+ 1413.0869899923016,
+ 1415.0885296381832,
+ 1417.0900692840646,
+ 1419.091608929946,
+ 1421.0931485758274,
+ 1423.094688221709,
+ 1425.0962278675904,
+ 1427.0977675134718,
+ 1429.0993071593532,
+ 1431.1008468052348,
+ 1433.1023864511162,
+ 1435.1039260969976,
+ 1437.105465742879,
+ 1439.1070053887606,
+ 1441.108545034642,
+ 1443.1100846805234,
+ 1445.1116243264048,
+ 1447.1131639722862,
+ 1449.1147036181678,
+ 1451.1162432640492,
+ 1453.1177829099306,
+ 1455.119322555812,
+ 1457.1208622016936,
+ 1459.122401847575,
+ 1461.1239414934564,
+ 1463.1254811393378,
+ 1465.1270207852194,
+ 1467.1285604311008,
+ 1469.1301000769822,
+ 1471.1316397228636,
+ 1473.133179368745,
+ 1475.1347190146266,
+ 1477.136258660508,
+ 1479.1377983063894,
+ 1481.1393379522708,
+ 1483.1408775981524,
+ 1485.1424172440338,
+ 1487.1439568899152,
+ 1489.1454965357966,
+ 1491.1470361816782,
+ 1493.1485758275596,
+ 1495.150115473441,
+ 1497.1516551193224,
+ 1499.153194765204,
+ 1501.1547344110854,
+ 1503.1562740569668,
+ 1505.1578137028482,
+ 1507.1593533487296,
+ 1509.1608929946112,
+ 1511.1624326404926,
+ 1513.163972286374,
+ 1515.1655119322554,
+ 1517.167051578137,
+ 1519.1685912240184,
+ 1521.1701308698998,
+ 1523.1716705157812,
+ 1525.1732101616628,
+ 1527.1747498075442,
+ 1529.1762894534256,
+ 1531.177829099307,
+ 1533.1793687451886,
+ 1535.18090839107,
+ 1537.1824480369514,
+ 1539.1839876828328,
+ 1541.1855273287142,
+ 1543.1870669745958,
+ 1545.1886066204772,
+ 1547.1901462663586,
+ 1549.19168591224,
+ 1551.1932255581216,
+ 1553.194765204003,
+ 1555.1963048498844,
+ 1557.1978444957658,
+ 1559.1993841416474,
+ 1561.2009237875288,
+ 1563.2024634334102,
+ 1565.2040030792916,
+ 1567.2055427251732,
+ 1569.2070823710546,
+ 1571.208622016936,
+ 1573.2101616628174,
+ 1575.2117013086988,
+ 1577.2132409545804,
+ 1579.2147806004618,
+ 1581.2163202463432,
+ 1583.2178598922246,
+ 1585.2193995381062,
+ 1587.2209391839876,
+ 1589.222478829869,
+ 1591.2240184757504,
+ 1593.225558121632,
+ 1595.2270977675134,
+ 1597.2286374133948,
+ 1599.2301770592762,
+ 1601.2317167051579,
+ 1603.2332563510392,
+ 1605.2347959969206,
+ 1607.236335642802,
+ 1609.2378752886834,
+ 1611.239414934565,
+ 1613.2409545804464,
+ 1615.2424942263278,
+ 1617.2440338722092,
+ 1619.2455735180909,
+ 1621.2471131639722,
+ 1623.2486528098536,
+ 1625.250192455735,
+ 1627.2517321016167,
+ 1629.253271747498,
+ 1631.2548113933794,
+ 1633.2563510392608,
+ 1635.2578906851422,
+ 1637.2594303310239,
+ 1639.2609699769052,
+ 1641.2625096227866,
+ 1643.264049268668,
+ 1645.2655889145497,
+ 1647.267128560431,
+ 1649.2686682063124,
+ 1651.2702078521938,
+ 1653.2717474980755,
+ 1655.2732871439568,
+ 1657.2748267898382,
+ 1659.2763664357196,
+ 1661.2779060816013,
+ 1663.2794457274827,
+ 1665.280985373364,
+ 1667.2825250192454,
+ 1669.2840646651268,
+ 1671.2856043110085,
+ 1673.2871439568898,
+ 1675.2886836027712,
+ 1677.2902232486526,
+ 1679.2917628945343,
+ 1681.2933025404157,
+ 1683.294842186297,
+ 1685.2963818321784,
+ 1687.29792147806,
+ 1689.2994611239415,
+ 1691.3010007698228,
+ 1693.3025404157042,
+ 1695.3040800615859,
+ 1697.3056197074673,
+ 1699.3071593533487,
+ 1701.30869899923,
+ 1703.3102386451114,
+ 1705.311778290993,
+ 1707.3133179368745,
+ 1709.3148575827558,
+ 1711.3163972286372,
+ 1713.3179368745189,
+ 1715.3194765204003,
+ 1717.3210161662817,
+ 1719.322555812163,
+ 1721.3240954580447,
+ 1723.325635103926,
+ 1725.3271747498075,
+ 1727.3287143956888,
+ 1729.3302540415702,
+ 1731.3317936874519,
+ 1733.3333333333333,
+ 1735.3348729792147,
+ 1737.336412625096,
+ 1739.3379522709777,
+ 1741.339491916859,
+ 1743.3410315627405,
+ 1745.3425712086218,
+ 1747.3441108545035,
+ 1749.3456505003849,
+ 1751.3471901462663,
+ 1753.3487297921477,
+ 1755.3502694380293,
+ 1757.3518090839107,
+ 1759.353348729792,
+ 1761.3548883756735,
+ 1763.3564280215548,
+ 1765.3579676674365,
+ 1767.3595073133179,
+ 1769.3610469591993,
+ 1771.3625866050807,
+ 1773.3641262509623,
+ 1775.3656658968437,
+ 1777.367205542725,
+ 1779.3687451886065,
+ 1781.370284834488,
+ 1783.3718244803695,
+ 1785.3733641262509,
+ 1787.3749037721323,
+ 1789.3764434180139,
+ 1791.3779830638953,
+ 1793.3795227097767,
+ 1795.381062355658,
+ 1797.3826020015395,
+ 1799.384141647421,
+ 1801.3856812933025,
+ 1803.3872209391839,
+ 1805.3887605850653,
+ 1807.3903002309469,
+ 1809.3918398768283,
+ 1811.3933795227097,
+ 1813.394919168591,
+ 1815.3964588144727,
+ 1817.397998460354,
+ 1819.3995381062355,
+ 1821.4010777521169,
+ 1823.4026173979985,
+ 1825.4041570438799,
+ 1827.4056966897613,
+ 1829.4072363356427,
+ 1831.408775981524,
+ 1833.4103156274057,
+ 1835.411855273287,
+ 1837.4133949191685,
+ 1839.4149345650499,
+ 1841.4164742109315,
+ 1843.4180138568129,
+ 1845.4195535026943,
+ 1847.4210931485757,
+ 1849.4226327944573,
+ 1851.4241724403387,
+ 1853.42571208622,
+ 1855.4272517321015,
+ 1857.428791377983,
+ 1859.4303310238645,
+ 1861.4318706697459,
+ 1863.4334103156273,
+ 1865.4349499615087,
+ 1867.4364896073903,
+ 1869.4380292532717,
+ 1871.439568899153,
+ 1873.4411085450345,
+ 1875.442648190916,
+ 1877.4441878367975,
+ 1879.4457274826789,
+ 1881.4472671285603,
+ 1883.448806774442,
+ 1885.4503464203233,
+ 1887.4518860662047,
+ 1889.453425712086,
+ 1891.4549653579675,
+ 1893.456505003849,
+ 1895.4580446497305,
+ 1897.4595842956119,
+ 1899.4611239414933,
+ 1901.462663587375,
+ 1903.4642032332563,
+ 1905.4657428791377,
+ 1907.467282525019,
+ 1909.4688221709007,
+ 1911.470361816782,
+ 1913.4719014626635,
+ 1915.4734411085449,
+ 1917.4749807544265,
+ 1919.476520400308,
+ 1921.4780600461893,
+ 1923.4795996920707,
+ 1925.481139337952,
+ 1927.4826789838337,
+ 1929.484218629715,
+ 1931.4857582755965,
+ 1933.4872979214779,
+ 1935.4888375673595,
+ 1937.490377213241,
+ 1939.4919168591223,
+ 1941.4934565050037,
+ 1943.4949961508853,
+ 1945.4965357967667,
+ 1947.498075442648,
+ 1949.4996150885295,
+ 1951.501154734411,
+ 1953.5026943802925,
+ 1955.504234026174,
+ 1957.5057736720553,
+ 1959.5073133179367,
+ 1961.5088529638183,
+ 1963.5103926096997,
+ 1965.511932255581,
+ 1967.5134719014625,
+ 1969.515011547344,
+ 1971.5165511932255,
+ 1973.518090839107,
+ 1975.5196304849883,
+ 1977.52117013087,
+ 1979.5227097767513,
+ 1981.5242494226327,
+ 1983.525789068514,
+ 1985.5273287143955,
+ 1987.528868360277,
+ 1989.5304080061585,
+ 1991.53194765204,
+ 1993.5334872979213,
+ 1995.535026943803,
+ 1997.5365665896843,
+ 1999.5381062355657,
+ 2001.539645881447,
+ 2003.5411855273287,
+ 2005.54272517321,
+ 2007.5442648190915,
+ 2009.545804464973,
+ 2011.5473441108545,
+ 2013.548883756736,
+ 2015.5504234026173,
+ 2017.5519630484987,
+ 2019.55350269438,
+ 2021.5550423402617,
+ 2023.556581986143,
+ 2025.5581216320245,
+ 2027.559661277906,
+ 2029.5612009237875,
+ 2031.562740569669,
+ 2033.5642802155503,
+ 2035.5658198614317,
+ 2037.5673595073133,
+ 2039.5688991531947,
+ 2041.570438799076,
+ 2043.5719784449575,
+ 2045.5735180908391,
+ 2047.5750577367205,
+ 2049.576597382602,
+ 2051.5781370284835,
+ 2053.5796766743647,
+ 2055.5812163202463,
+ 2057.5827559661275,
+ 2059.584295612009,
+ 2061.5858352578907,
+ 2063.587374903772,
+ 2065.5889145496535,
+ 2067.590454195535,
+ 2069.5919938414163,
+ 2071.593533487298,
+ 2073.595073133179,
+ 2075.5966127790607,
+ 2077.5981524249423,
+ 2079.5996920708235,
+ 2081.601231716705,
+ 2083.6027713625863,
+ 2085.604311008468,
+ 2087.6058506543495,
+ 2089.6073903002307,
+ 2091.6089299461123,
+ 2093.610469591994,
+ 2095.612009237875,
+ 2097.6135488837567,
+ 2099.615088529638,
+ 2101.6166281755195,
+ 2103.618167821401,
+ 2105.6197074672823,
+ 2107.621247113164,
+ 2109.6227867590455,
+ 2111.6243264049267,
+ 2113.6258660508083,
+ 2115.6274056966895,
+ 2117.628945342571,
+ 2119.6304849884527,
+ 2121.632024634334,
+ 2123.6335642802155,
+ 2125.6351039260967,
+ 2127.6366435719783,
+ 2129.63818321786,
+ 2131.639722863741,
+ 2133.6412625096227,
+ 2135.6428021555043,
+ 2137.6443418013855,
+ 2139.645881447267,
+ 2141.6474210931483,
+ 2143.64896073903,
+ 2145.6505003849115,
+ 2147.6520400307927,
+ 2149.6535796766743,
+ 2151.6551193225555,
+ 2153.656658968437,
+ 2155.6581986143187,
+ 2157.6597382602,
+ 2159.6612779060815,
+ 2161.662817551963,
+ 2163.6643571978443,
+ 2165.665896843726,
+ 2167.667436489607,
+ 2169.6689761354887,
+ 2171.6705157813703,
+ 2173.6720554272515,
+ 2175.673595073133,
+ 2177.6751347190147,
+ 2179.676674364896,
+ 2181.6782140107775,
+ 2183.6797536566587,
+ 2185.6812933025403,
+ 2187.682832948422,
+ 2189.684372594303,
+ 2191.6859122401847,
+ 2193.687451886066,
+ 2195.6889915319475,
+ 2197.690531177829,
+ 2199.6920708237103,
+ 2201.693610469592,
+ 2203.6951501154736,
+ 2205.6966897613547,
+ 2207.6982294072363,
+ 2209.6997690531175,
+ 2211.701308698999,
+ 2213.7028483448807,
+ 2215.704387990762,
+ 2217.7059276366435,
+ 2219.7074672825247,
+ 2221.7090069284063,
+ 2223.710546574288,
+ 2225.712086220169,
+ 2227.7136258660507,
+ 2229.7151655119324,
+ 2231.7167051578135,
+ 2233.718244803695,
+ 2235.7197844495763,
+ 2237.721324095458,
+ 2239.7228637413396,
+ 2241.7244033872207,
+ 2243.7259430331023,
+ 2245.7274826789835,
+ 2247.729022324865,
+ 2249.7305619707467,
+ 2251.732101616628,
+ 2253.7336412625095,
+ 2255.735180908391,
+ 2257.7367205542723,
+ 2259.738260200154,
+ 2261.739799846035,
+ 2263.7413394919167,
+ 2265.7428791377984,
+ 2267.7444187836795,
+ 2269.745958429561,
+ 2271.7474980754428,
+ 2273.749037721324,
+ 2275.7505773672056,
+ 2277.7521170130867,
+ 2279.7536566589683,
+ 2281.75519630485,
+ 2283.756735950731,
+ 2285.7582755966127,
+ 2287.759815242494,
+ 2289.7613548883755,
+ 2291.762894534257,
+ 2293.7644341801383,
+ 2295.76597382602,
+ 2297.7675134719016,
+ 2299.7690531177827,
+ 2301.7705927636644,
+ 2303.7721324095455,
+ 2305.773672055427,
+ 2307.7752117013088,
+ 2309.77675134719,
+ 2311.7782909930716,
+ 2313.7798306389527,
+ 2315.7813702848343,
+ 2317.782909930716,
+ 2319.784449576597,
+ 2321.7859892224787,
+ 2323.7875288683604,
+ 2325.7890685142415,
+ 2327.790608160123,
+ 2329.7921478060043,
+ 2331.793687451886,
+ 2333.7952270977676,
+ 2335.7967667436487,
+ 2337.7983063895304,
+ 2339.7998460354115,
+ 2341.801385681293,
+ 2343.8029253271748,
+ 2345.804464973056,
+ 2347.8060046189375,
+ 2349.807544264819,
+ 2351.8090839107003,
+ 2353.810623556582,
+ 2355.812163202463,
+ 2357.8137028483447,
+ 2359.8152424942264,
+ 2361.8167821401075,
+ 2363.818321785989,
+ 2365.819861431871,
+ 2367.821401077752,
+ 2369.8229407236336,
+ 2371.8244803695147,
+ 2373.8260200153964,
+ 2375.827559661278,
+ 2377.829099307159,
+ 2379.8306389530408,
+ 2381.832178598922,
+ 2383.8337182448035,
+ 2385.835257890685,
+ 2387.8367975365663,
+ 2389.838337182448,
+ 2391.8398768283296,
+ 2393.8414164742107,
+ 2395.8429561200924,
+ 2397.8444957659735,
+ 2399.846035411855,
+ 2401.847575057737,
+ 2403.849114703618,
+ 2405.8506543494996,
+ 2407.8521939953807,
+ 2409.8537336412624,
+ 2411.855273287144,
+ 2413.856812933025,
+ 2415.8583525789068,
+ 2417.8598922247884,
+ 2419.8614318706695,
+ 2421.862971516551,
+ 2423.8645111624323,
+ 2425.866050808314,
+ 2427.8675904541956,
+ 2429.8691301000767,
+ 2431.8706697459584,
+ 2433.8722093918395,
+ 2435.873749037721,
+ 2437.875288683603,
+ 2439.876828329484,
+ 2441.8783679753656,
+ 2443.879907621247,
+ 2445.8814472671284,
+ 2447.88298691301,
+ 2449.884526558891,
+ 2451.8860662047728,
+ 2453.8876058506544,
+ 2455.8891454965355,
+ 2457.890685142417,
+ 2459.892224788299,
+ 2461.89376443418,
+ 2463.8953040800616,
+ 2465.8968437259427,
+ 2467.8983833718244,
+ 2469.899923017706,
+ 2471.901462663587,
+ 2473.903002309469,
+ 2475.90454195535,
+ 2477.9060816012316,
+ 2479.907621247113,
+ 2481.9091608929944,
+ 2483.910700538876,
+ 2485.9122401847576,
+ 2487.9137798306388,
+ 2489.9153194765204,
+ 2491.9168591224015,
+ 2493.918398768283,
+ 2495.919938414165,
+ 2497.921478060046,
+ 2499.9230177059276,
+ 2501.9245573518087,
+ 2503.9260969976904,
+ 2505.927636643572,
+ 2507.929176289453,
+ 2509.930715935335,
+ 2511.9322555812164,
+ 2513.9337952270976,
+ 2515.935334872979,
+ 2517.9368745188603,
+ 2519.938414164742,
+ 2521.9399538106236,
+ 2523.9414934565048,
+ 2525.9430331023864,
+ 2527.944572748268,
+ 2529.946112394149,
+ 2531.947652040031,
+ 2533.949191685912,
+ 2535.9507313317936,
+ 2537.952270977675,
+ 2539.9538106235564,
+ 2541.955350269438,
+ 2543.956889915319,
+ 2545.958429561201,
+ 2547.9599692070824,
+ 2549.9615088529636,
+ 2551.963048498845,
+ 2553.964588144727,
+ 2555.966127790608,
+ 2557.9676674364896,
+ 2559.9692070823708,
+ 2561.9707467282524,
+ 2563.972286374134,
+ 2565.973826020015,
+ 2567.975365665897,
+ 2569.976905311778,
+ 2571.9784449576596,
+ 2573.979984603541,
+ 2575.9815242494224,
+ 2577.983063895304,
+ 2579.9846035411856,
+ 2581.986143187067,
+ 2583.9876828329484,
+ 2585.9892224788296,
+ 2587.990762124711,
+ 2589.992301770593,
+ 2591.993841416474,
+ 2593.9953810623556,
+ 2595.9969207082368,
+ 2597.9984603541184,
2600
],
"y": [
- 3.634261769232822,
- 3.630185863511906,
- 3.6280359698382165,
- 3.6251146980182476,
- 3.621109587275118,
- 3.620636334028969,
- 3.6178731177131622,
- 3.614156887116602,
- 3.6118057420235954,
- 3.6086679985741084,
- 3.6075732689725437,
- 3.60750587305936,
- 3.604975069032764,
- 3.602140759509883,
- 3.6001507282977374,
- 3.59888096493104,
- 3.597537107034993,
- 3.595274650896997,
- 3.5900047520714624,
- 3.592002854522675,
- 3.591580365046045,
- 3.590374899816215,
- 3.5897303975075263,
- 3.586033350792529,
- 3.58576588590072,
- 3.5846938469459158,
- 3.584253889242153,
- 3.5828096043079483,
- 3.579683007011604,
- 3.5777165239321396,
- 3.5783689724298413,
- 3.577779254399408,
- 3.5758616173080724,
- 3.5760960058638074,
- 3.572490207698505,
- 3.5733297489573372,
- 3.5711747817730606,
- 3.5718500496470007,
- 3.5710127549494106,
- 3.56856361689934,
- 3.5682082719155592,
- 3.56731846622863,
- 3.567870457530105,
- 3.5665563875635375,
- 3.563118854842636,
- 3.5642677609306475,
- 3.562724159016153,
- 3.5616573487156926,
- 3.562935857644425,
- 3.5592261153703766,
- 3.5587893153252823,
- 3.557977408717618,
- 3.5582202322694103,
- 3.5586319226495564,
- 3.5592316854107926,
- 3.556922157166411,
- 3.555738739910725,
- 3.556326475589049,
- 3.5543678675795487,
- 3.5520817690700555,
- 3.5547727679688865,
- 3.550559513638904,
- 3.551402879218407,
- 3.5520526000292993,
- 3.5493501244755015,
- 3.5505175367332726,
- 3.549294781843367,
- 3.550179691897707,
- 3.5494661392315496,
- 3.548434065716087,
- 3.5476088639824406,
- 3.546294856089099,
- 3.5465920774657036,
- 3.5454981642301004,
- 3.543968469314512,
- 3.544476689365774,
- 3.5454967844669385,
- 3.5432771460730823,
- 3.543794889725447,
- 3.5440324548781015,
- 3.5407325632762245,
- 3.5423069371585125,
- 3.5412970601343075,
- 3.5410523909314144,
- 3.5379801006199743,
- 3.539457998283326,
- 3.536866317285384,
- 3.539206232352021,
- 3.537482138786639,
- 3.536377480162269,
- 3.538564635291954,
- 3.5362040280434353,
- 3.536036386129322,
- 3.535350283869222,
- 3.5358021828478474,
- 3.5354493191659686,
- 3.5344213445240764,
- 3.5336769765375657,
- 3.5342513537673375,
- 3.5315487948818203,
- 3.5338569060415446,
- 3.5310512436043955,
- 3.5329228804285164,
- 3.532417979975105,
- 3.5292902823093395,
- 3.5309048318149068,
- 3.531865873756671,
- 3.5301384491816665,
- 3.5288368390182843,
- 3.529935899071824,
- 3.5284889943149413,
- 3.5286314611277185,
- 3.5282436621743103,
- 3.5272845326930313,
- 3.526843674690714,
- 3.526946006217959,
- 3.5275771800195748,
- 3.5254135026896045,
- 3.526250108236982,
- 3.5253726872236153,
- 3.524851545899634,
- 3.524465340190994,
- 3.5246623126348253,
- 3.523285452068703,
- 3.5217184543871496,
- 3.5216114117393906,
- 3.5225001844689574,
- 3.520012323345248,
- 3.5216633792994387,
- 3.5214537288765912,
- 3.5214211577010133,
- 3.522469733555265,
- 3.5195696664883607,
- 3.521532905936829,
- 3.5189582391746383,
- 3.5185680172105154,
- 3.5179730912255587,
- 3.519060700184467,
- 3.518564508525967,
- 3.5194736497588464,
- 3.517764840191361,
- 3.517228799200487,
- 3.5171421700813337,
- 3.516082636736584,
- 3.515327514046077,
- 3.515966073703882,
- 3.515527922514544,
- 3.5146258865359523,
- 3.5170506397482186,
- 3.516720325607669,
- 3.5172170047593068,
- 3.513476438621061,
- 3.512896737818724,
- 3.514130463815244,
- 3.5129673482244583,
- 3.5127413926110354,
- 3.5129771862208288,
- 3.5132328926355436,
- 3.512311391605103,
- 3.511982670496142,
- 3.512152589749274,
- 3.5100709003018027,
- 3.5097067272586773,
- 3.5100706695463164,
- 3.509040192390387,
- 3.5109085336554804,
- 3.5100260087213004,
- 3.508288716963543,
- 3.507091485372727,
- 3.5094989228353475,
- 3.5086551763265352,
- 3.507295255091661,
- 3.506897902915264,
- 3.508961937526115,
- 3.507452383331031,
- 3.506872734330233,
- 3.5051706391343997,
- 3.5066204680871382,
- 3.5059193748899746,
- 3.5070677076339853,
- 3.505437675567123,
- 3.5056357750410654,
- 3.5060654994787854,
- 3.5041941303855593,
- 3.5033149197576274,
- 3.5047498239673467,
- 3.5042365032294116,
- 3.50170582223715,
- 3.50427937602741,
- 3.5056664607822574,
- 3.5021997394387,
- 3.5021444367597585,
- 3.5013173287347827,
- 3.5015690188136213,
- 3.503334297656943,
- 3.5025082513430905,
- 3.5004116718320235,
- 3.5008009540466456,
- 3.5003809093501004,
- 3.501637047444543,
- 3.50152918599999,
- 3.4985728599758548,
- 3.5001838871518514,
- 3.4995779516175536,
- 3.5002409994537618,
- 3.499124519045338,
- 3.500364618341635,
- 3.497159070174117,
- 3.4992099628736906,
- 3.4979720964326755,
- 3.4978683209192716,
- 3.4977763905805204,
- 3.495831948086762,
- 3.49767828971445,
- 3.496282249431933,
- 3.495696282573738,
- 3.495611951009478,
- 3.4952837701092925,
- 3.4966011548057483,
- 3.495623359032752,
- 3.493905771559473,
- 3.495412802098137,
- 3.494857343085719,
- 3.495110368612702,
- 3.4916860321937744,
- 3.4933963038081326,
- 3.494250216760589,
- 3.4933593551074593,
- 3.4910120452384565,
- 3.4922938523881673,
- 3.4937120812147184,
- 3.491863952975455,
- 3.492988285238524,
- 3.490031343340467,
- 3.4908328845008385,
- 3.490715027850133,
- 3.4912416395676886,
- 3.490630864213961,
- 3.487837567318775,
- 3.4893060104397384,
- 3.4877759729529214,
- 3.491030841704764,
- 3.489673291502465,
- 3.487714377652429,
- 3.486342348440143,
- 3.4885009903832733,
- 3.486255443947862,
- 3.4863254542340627,
- 3.488928768489904,
- 3.486637833960688,
- 3.48564251610964,
- 3.4879479452645485,
- 3.4855933233464427,
- 3.4870657451059923,
- 3.487401643168524,
- 3.483580960034102,
- 3.4871887934406214,
- 3.4849204997355008,
- 3.484253853058836,
- 3.4849744864072774,
- 3.4850442049944035,
- 3.4835675218827076,
- 3.483752063884872,
- 3.4828585564193073,
- 3.4826386783946544,
- 3.481672169937931,
- 3.4832625276257456,
- 3.482384976607848,
- 3.4815832722590017,
- 3.4818464469535715,
- 3.4806226323553586,
- 3.480219298910526,
- 3.4824073125948147,
- 3.4827899367090294,
- 3.478888040816539,
- 3.4808378712641717,
- 3.480885935753552,
- 3.479300675392034,
- 3.481109536301563,
- 3.4808555968732535,
- 3.479782058112581,
- 3.4785116184489824,
- 3.478406309570248,
- 3.477820192824943,
- 3.4784193399058445,
- 3.479214122580008,
- 3.4775106505348035,
- 3.478887982280335,
- 3.478226476019239,
- 3.4787773395190924,
- 3.4777057134895983,
- 3.4752963322779826,
- 3.4770382879077486,
- 3.47649980312352,
- 3.475746920206686,
- 3.4751984667670057,
- 3.474941029946416,
- 3.4730956229932715,
- 3.4736778111388995,
- 3.4757975576034084,
- 3.474199279827536,
- 3.473975604591494,
- 3.4743628831395235,
- 3.472854008044263,
- 3.4733325205750374,
- 3.4732532520233077,
- 3.472882526013782,
- 3.4725172001082827,
- 3.471855508516398,
- 3.4717925744557343,
- 3.4725377016892485,
- 3.471030225864407,
- 3.470320646632035,
- 3.472180290914135,
- 3.4705139069568536,
- 3.4714666998459514,
- 3.4701886148680567,
- 3.467660959857716,
- 3.4688477257241916,
- 3.470584031879983,
- 3.469320584879262,
- 3.4688153481728503,
- 3.46848026923963,
- 3.4688954624869424,
- 3.4700310042670885,
- 3.466663083878242,
- 3.4666453669318456,
- 3.469428661106946,
- 3.46812257601519,
- 3.4677724821424603,
- 3.4677974047928015,
- 3.4664482922419877,
- 3.468293990725952,
- 3.4653637520539133,
- 3.4685746777543365,
- 3.4653679904497503,
- 3.4663432507234875,
- 3.4646461279482956,
- 3.464416102350859,
- 3.465148851382164,
- 3.46443923648528,
- 3.4646094170495445,
- 3.464597794199901,
- 3.463114031677121,
- 3.4641160854762747,
- 3.4631876728095485,
- 3.463566443345751,
- 3.463455477569288,
- 3.4615648263011707,
- 3.4621762736043102,
- 3.4613368432658893,
- 3.459065476414434,
- 3.4593394101735844,
- 3.46059660602861,
- 3.461608619765614,
- 3.4606871058822724,
- 3.4609877462391134,
- 3.460254704916267,
- 3.4602628161135502,
- 3.4603186145550913,
- 3.45926228994012,
- 3.45943806345783,
- 3.4561068366110392,
- 3.4563459771335228,
- 3.4585204678206,
- 3.457870007065064,
- 3.456307779313495,
- 3.457889351876728,
- 3.457507992423599,
- 3.4571173986820516,
- 3.4584166912846666,
- 3.454799326641652,
- 3.4548878556772764,
- 3.4589294528419514,
- 3.4565470997042134,
- 3.457093621933691,
- 3.4554671786429303,
- 3.455537081783724,
- 3.4540229239827056,
- 3.455488659701158,
- 3.453894697009669,
- 3.4539935498968837,
- 3.451346436396183,
- 3.4541639310322623,
- 3.453387772394818,
- 3.4533508412491836,
- 3.4521636417846695,
- 3.4520352636247997,
- 3.453065752898883,
- 3.4503184949074734,
- 3.4526027664744254,
- 3.450383529420913,
- 3.451840048954939,
- 3.448984958142986,
- 3.4501711961850225,
- 3.450848974005647,
- 3.4498930933250067,
- 3.4503164514975944,
- 3.44897530489449,
- 3.448528672046726,
- 3.4482386348718603,
- 3.4500341805776373,
- 3.4492672738444017,
- 3.4491674098556495,
- 3.4480241379695573,
- 3.4480673008516387,
- 3.4478447457557024,
- 3.4462366456042743,
- 3.4463778764413853,
- 3.4464839584834213,
- 3.4472005730857638,
- 3.446194548323284,
- 3.4453789611090033,
- 3.4451629611801,
- 3.444978291679805,
- 3.443331875712794,
- 3.444434877724537,
- 3.4454194905174695,
- 3.4426934645886282,
- 3.4437559804970137,
- 3.4445880381923044,
- 3.443721617103069,
- 3.4429282399048287,
- 3.4442600991226393,
- 3.441560195621387,
- 3.4421969570524764,
- 3.4415753947207324,
- 3.441416652122373,
- 3.4416896301536397,
- 3.4406379165537526,
- 3.44282964251757,
- 3.4416607047965697,
- 3.4404909522946574,
- 3.438463867270721,
- 3.4402524742946032,
- 3.440945386763448,
- 3.4391133485628536,
- 3.439154501351565,
- 3.439098524829204,
- 3.440062679433704,
- 3.4384637616075127,
- 3.4370451055298297,
- 3.4389790128901634,
- 3.4366615913413017,
- 3.4379315996749633,
- 3.4353680292498154,
- 3.436715230950279,
- 3.4372878892876724,
- 3.435381803840722,
- 3.436746921976589,
- 3.4364460916987407,
- 3.436675781894745,
- 3.4355219785608138,
- 3.4345837986528913,
- 3.435314762577529,
- 3.434614391531976,
- 3.433267061798073,
- 3.4345751257134447,
- 3.432914791145459,
- 3.4335042808425045,
- 3.431760031716672,
- 3.4326662565280825,
- 3.432774922230433,
- 3.432568399188457,
- 3.4340053279234266,
- 3.4303716126211596,
- 3.4326643303563857,
- 3.4302455612034244,
- 3.430475127600602,
- 3.4303058497279415,
- 3.4312092548932016,
- 3.4304134084684645,
- 3.429736784617775,
- 3.42930029797887,
- 3.428724973363518,
- 3.4278601492744505,
- 3.4289453039927857,
- 3.428407428083357,
- 3.4284077159228987,
- 3.428303803364012,
- 3.427633844819198,
- 3.4288282527465124,
- 3.4267545016786713,
- 3.425963110176605,
- 3.42631656016636,
- 3.426535095710496,
- 3.426970190202856,
- 3.424486983958801,
- 3.4253475199648915,
- 3.4252068892339267,
- 3.4247790307601425,
- 3.4250083808751945,
- 3.423125153964458,
- 3.4246312728603208,
- 3.4234238954875593,
- 3.4239617031820226,
- 3.4233137833977247,
- 3.4218732025743797,
- 3.421738090353073,
- 3.4233310471115663,
- 3.421995086159337,
- 3.4209279379419186,
- 3.4213230931729774,
- 3.4212858967519226,
- 3.420732446465756,
- 3.421109215591331,
- 3.41868610402512,
- 3.422180298003316,
- 3.4189782017624224,
- 3.4204673388440194,
- 3.418602729088538,
- 3.4208403556415705,
- 3.417909727895861,
- 3.418496601124926,
- 3.4172629979543543,
- 3.418481433157346,
- 3.4180325168551993,
- 3.4187981479538054,
- 3.416612765457909,
- 3.4179290497938384,
- 3.41567677023562,
- 3.413726998850249,
- 3.4162341620376973,
- 3.4161039187381923,
- 3.41528720740715,
- 3.415190016281131,
- 3.4157273814981086,
- 3.4146140082365743,
- 3.4137506072590327,
- 3.414230938134523,
- 3.412484435337625,
- 3.4120845790307657,
- 3.4127331249230903,
- 3.411360158698884,
- 3.4124026996649373,
- 3.4131934390446026,
- 3.4128854889908053,
- 3.41128050457076,
- 3.4119097276278016,
- 3.410723805729523,
- 3.411317985723594,
- 3.4102880055382445,
- 3.411360959408895,
- 3.4090466210189967,
- 3.4101218754668143,
- 3.408847515124356,
- 3.4079334648233726,
- 3.4092448981521986,
- 3.409563707123191,
- 3.40922962346217,
- 3.4086134952269354,
- 3.4081661312481053,
- 3.40733687938183,
- 3.4071235156218562,
- 3.405263749281833,
- 3.4068151383902454,
- 3.407009029053531,
- 3.405246138976891,
- 3.406482204304293,
- 3.4048048884923507,
- 3.4043692726897534,
- 3.4053411218468863,
- 3.4023758366748718,
- 3.404179004461395,
- 3.4028691676598064,
- 3.4040057200878415,
- 3.4023463067896134,
- 3.4051886243419123,
- 3.401302398210966,
- 3.4026852937442422,
- 3.4015809590751007,
- 3.402231942680819,
- 3.3982824854573295,
- 3.4003229980231513,
- 3.4013979703506294,
- 3.401543945139081,
- 3.400063448552955,
- 3.3999281586565053,
- 3.4000388026427077,
- 3.398966072283762,
- 3.3984584832580764,
- 3.3998608367791796,
- 3.395097789615737,
- 3.3984960042730106,
- 3.3995142595433436,
- 3.3972903851276386,
- 3.3960370512837033,
- 3.3972508881934824,
- 3.3956119689878173,
- 3.39469681404316,
- 3.3960723978414666,
- 3.3965082373328555,
- 3.395030841804569,
- 3.394330251959686,
- 3.3933820402540085,
- 3.3946472367347833,
- 3.396118553692137,
- 3.3947192152654813,
- 3.3929655945410246,
- 3.393452520725104,
- 3.391824929067411,
- 3.391993645990738,
- 3.3937300758331244,
- 3.3937607679135042,
- 3.3929747231792105,
- 3.3928776601903383,
- 3.39144058062531,
- 3.391197772054067,
- 3.3915204873588864,
- 3.3902248785123135,
- 3.389850477523956,
- 3.3890447606687966,
- 3.388971504578472,
- 3.388393372718645,
- 3.388639014074264,
- 3.3890471217622093,
- 3.3873929652490715,
- 3.3878153705880347,
- 3.3887669455871183,
- 3.386747720475573,
- 3.3886453512819914,
- 3.3844604490845125,
- 3.385931878364677,
- 3.385673375825439,
- 3.3859914897284944,
- 3.3858452884204557,
- 3.385166558169453,
- 3.383885017308503,
- 3.3875877260873573,
- 3.383723410727119,
- 3.3855322001595463,
- 3.383948898617064,
- 3.384955893491237,
- 3.3833511871895166,
- 3.3825639209342877,
- 3.3852114662270676,
- 3.382777829429669,
- 3.383368832864701,
- 3.3808326944672165,
- 3.382944246788736,
- 3.38036897328857,
- 3.3811884771318725,
- 3.3801819840137797,
- 3.380155103893695,
- 3.378185220347341,
- 3.3801058606897816,
- 3.3791511635079647,
- 3.3782521264170575,
- 3.3763477864552214,
- 3.3777153336320027,
- 3.377963439461672,
- 3.376866842109023,
- 3.3782522050001265,
- 3.3774027094834187,
- 3.3778456130054186,
- 3.3775894334506207,
- 3.3754695856367785,
- 3.375326051670018,
- 3.3759863227060305,
- 3.3758342337669203,
- 3.3748667736650964,
- 3.3742336729115756,
- 3.372237205312692,
- 3.3748526778834016,
- 3.3736837185753266,
- 3.3732724256027367,
- 3.37373296201972,
- 3.3729491880221527,
- 3.3721385641834143,
- 3.3717553053721367,
- 3.370315961254398,
- 3.3712368811184446,
- 3.3718339326152935,
- 3.3704171469336415,
- 3.370554079423457,
- 3.371073425257548,
- 3.3692018601037206,
- 3.3708677716841695,
- 3.367317508456353,
- 3.368287914521175,
- 3.369237996558533,
- 3.3694051742280617,
- 3.3679001660306755,
- 3.3673182143344293,
- 3.369058749539781,
- 3.3669574468850545,
- 3.3673199127579925,
- 3.3651104145411317,
- 3.3654048761405337,
- 3.3665821189480387,
- 3.365426109613518,
- 3.365032993282529,
- 3.365436863361819,
- 3.3642974915912984,
- 3.364212173059603,
- 3.363639475139329,
- 3.3638255237205135,
- 3.3647030043269583,
- 3.3631145765524386,
- 3.3621181773934854,
- 3.3629295546638533,
- 3.3611725783438526,
- 3.3604478983503108,
- 3.3594955207684984,
- 3.3608260475112024,
- 3.362542238934398,
- 3.3609617283383155,
- 3.35966260107232,
- 3.3590109094039886,
- 3.3600660586731608,
- 3.3564321874255194,
- 3.358614037436671,
- 3.357253850272463,
- 3.3592508714608376,
- 3.357428459011094,
- 3.357648709943723,
- 3.356968509201422,
- 3.35749930533496,
- 3.35573696276236,
- 3.3556849130321056,
- 3.355956008397893,
- 3.355217118152971,
- 3.3555574479655212,
- 3.3560218306374447,
- 3.3562096739943272,
- 3.3550186457912012,
- 3.35280294044479,
- 3.3544707858724063,
- 3.3525818422650864,
- 3.355213048789534,
- 3.3530166897729963,
- 3.3543086910932742,
- 3.3511761221229968,
- 3.3525749505783096,
- 3.3515688613516716,
- 3.350502984380627,
- 3.3512538381685713,
- 3.349987072866522,
- 3.3511499944883196,
- 3.349745187905119,
- 3.3515358710681102,
- 3.350916648670666,
- 3.3487737709224166,
- 3.3496203537862534,
- 3.3488501178973364,
- 3.3490693198674557,
- 3.348425121507072,
- 3.3472928893192533,
- 3.3461408983037586,
- 3.3484088102505414,
- 3.3473309857433815,
- 3.346472605831799,
- 3.346063562602322,
- 3.3471616562470587,
- 3.343680796696707,
- 3.3451828662860894,
- 3.3458036023234503,
- 3.345656687622434,
- 3.3437603345562725,
- 3.344120522095867,
- 3.3433080156472372,
- 3.3444096312084763,
- 3.3439973564935115,
- 3.343162111862614,
- 3.34206905933279,
- 3.3417342582822136,
- 3.3415825082197563,
- 3.3426687718669457,
- 3.342813680319708,
- 3.3409331608035155,
- 3.341364591208723,
- 3.341471477897194,
- 3.343334141158924,
- 3.34152182202603,
- 3.340485840936652,
- 3.338952167590132,
- 3.3404165909310506,
- 3.3384938280368353,
- 3.3380389518938953,
- 3.33876027179097,
- 3.339312917389853,
- 3.3401258583666524,
- 3.3359576004992206,
- 3.336438829350782,
- 3.337133645859906,
- 3.337141919762828,
- 3.3360303618561815,
- 3.336340212371528,
- 3.3340903686169927,
- 3.3363280205727555,
- 3.334348165908087,
- 3.3343865708777627,
- 3.335665286643013,
- 3.3346123384331317,
- 3.3337344102133795,
- 3.333042786159563,
- 3.3338099189147523,
- 3.3319074128068893,
- 3.3312851524622196,
- 3.332948238234576,
- 3.33161402446208,
- 3.332749981676711,
- 3.3314222492470003,
- 3.332341708099098,
- 3.3314807715040895,
- 3.327594857338732,
- 3.3319731688031404,
- 3.328395968725489,
- 3.328697727012183,
- 3.3311781267114475,
- 3.3306924247692087,
- 3.3278373178097542,
- 3.3290106255853296,
- 3.327524351978038,
- 3.326904818049744,
- 3.326297179322113,
- 3.3280174567999525,
- 3.325574770575005,
- 3.327047662799041,
- 3.323909205757059,
- 3.324979525231623,
- 3.3255036004762664,
- 3.324144578102989,
- 3.3238957644338156,
- 3.32609416489798,
- 3.3240529545872475,
- 3.3225609130937577,
- 3.322209494727588,
- 3.3240885271346383,
- 3.3230689429910165,
- 3.3227928459689893,
- 3.32178881712621,
- 3.3237074818337065,
- 3.321490506969883,
- 3.321359651565259,
- 3.322301258844249,
- 3.3189646584808608,
- 3.320855934205832,
- 3.3204880002378787,
- 3.3201929189967534,
- 3.3189560200590384,
- 3.319849661251257,
- 3.3185679275502067,
- 3.3195290532237816,
- 3.3163280049265533,
- 3.318531734128421,
- 3.3184928625215693,
- 3.3184201335529577,
- 3.3180059256161067,
- 3.31946024133526,
- 3.3161441396318105,
- 3.315643808096481,
- 3.3152184157051363,
- 3.3151376289093957,
- 3.315987433789913,
- 3.315076974577585,
- 3.3142983651018567,
- 3.315529067779993,
- 3.3150276272074195,
- 3.3148512425997496,
- 3.313343191080716,
- 3.3121227923192236,
- 3.313517320622842,
- 3.312336786913074,
- 3.313526291257719,
- 3.314008851990244,
- 3.314186111679536,
- 3.3127647566176224,
- 3.313047536136298,
- 3.312244699262859,
- 3.3088935863367137,
- 3.311011311380532,
- 3.309051870449977,
- 3.3102981360896324,
- 3.3097624110705164,
- 3.311906831077976,
- 3.30979749470159,
- 3.309842881705721,
- 3.308367101725569,
- 3.3083158086407445,
- 3.3059169752740414,
- 3.3081050198609425,
- 3.307712712900325,
- 3.3073423963124213,
- 3.305871989097794,
- 3.306639319399227,
- 3.3065455413177656,
- 3.307668584044852,
- 3.3071361283900726,
- 3.303442669737774,
- 3.3046356560155625,
- 3.3068822125385804,
- 3.30483420071143,
- 3.3046076625667995,
- 3.304948613439318,
- 3.3034607908219735,
- 3.3041438564243917,
- 3.303505911780785,
- 3.301809442422638,
- 3.3033011297241943,
- 3.3030048304662643,
- 3.3011067763001827,
- 3.303735773831415,
- 3.3006429152910703,
- 3.300165057336033,
- 3.2996290477737764,
- 3.3009924896316,
- 3.3007908592110704,
- 3.3010237261009014,
- 3.3006687627543014,
- 3.299029395882167,
- 3.299114390437184,
- 3.2989953845676263,
- 3.301064677944007,
- 3.298449114802403,
- 3.29892661953809,
- 3.29653421443171,
- 3.2981426584617655,
- 3.2953498060369064,
- 3.295904664014237,
- 3.297312298125903,
- 3.2972348761781403,
- 3.2963298994492494,
- 3.2949043474788327,
- 3.296526844957541,
- 3.294595046434733,
- 3.2944652145831257,
- 3.2952684979753224,
- 3.2949712066983814,
- 3.2949837890081364,
- 3.2920318512044204,
- 3.2943851399990374,
- 3.293327303501653,
- 3.2933144834775656,
- 3.293254568372645,
- 3.293483283600528,
- 3.292808926646919,
- 3.293171800127814,
- 3.2919998070617087,
- 3.2932436963408636,
- 3.290827518087855,
- 3.290491390701932,
- 3.2904230350567416,
- 3.289382801271405,
- 3.2905536950146215,
- 3.2888523415843545,
- 3.2916879678560513,
- 3.2909362381343277,
- 3.289871568213448,
- 3.289177943515171,
- 3.28950621608958,
- 3.2866128038895672,
- 3.287861681106351,
- 3.289989640409499,
- 3.2864879253918664,
- 3.2869293035152536,
- 3.2886544564073965,
- 3.287256722828141,
- 3.286812883415585,
- 3.2868031126342823,
- 3.285711689419423,
- 3.2872126894050044,
- 3.2836018523402015,
- 3.2842583895795947,
- 3.2848369984341055,
- 3.283754406846685,
- 3.2840126232381075,
- 3.2835028780766113,
- 3.281883344823912,
- 3.2837130041559393,
- 3.283247060549463,
- 3.2838337964702666,
- 3.282224923577904,
- 3.2811343153770354,
- 3.282215405188438,
- 3.2824288265213464,
- 3.280486277058703,
- 3.2809658155936194,
- 3.281524588839125,
- 3.2802308039720116,
- 3.279542658918814,
- 3.2796180162254176,
- 3.2783604967590887,
- 3.2771614827676303,
- 3.2791033000209406,
- 3.2780163142861194,
- 3.2805005412518007,
- 3.2784162125442586,
- 3.277289803750394,
- 3.2783892875824034,
- 3.2766816999297412,
- 3.2766832603254534,
- 3.2763439450497955,
- 3.2760463350121602,
- 3.2764710563864203,
- 3.2752030261341187,
- 3.2754295294742612,
- 3.2755242691341038,
- 3.2739717549877603,
- 3.2753099880909664,
- 3.275089055166398,
- 3.273818087020363,
- 3.2742909274490684,
- 3.274313485457225,
- 3.274300880545014,
- 3.273375730936298,
- 3.274515518847552,
- 3.2732278784707414,
- 3.2729014914192045,
- 3.2704931396799397,
- 3.272269348497901,
- 3.27125469469386,
- 3.270687708433189,
- 3.268878715534695,
- 3.268660317593793,
- 3.2700133663874746,
- 3.2702267606955107,
- 3.2687268644141114,
- 3.2692980831521408,
- 3.2683919513112927,
- 3.26696016408637,
- 3.2668534292469738,
- 3.2681947197431374,
- 3.2673782228588437,
- 3.265862560583152,
- 3.266406700979176,
- 3.2668090091909328,
- 3.2657638682002768,
- 3.26489382066595,
- 3.2649148417949925,
- 3.265515424056791,
- 3.2652949116786836,
- 3.265710607720835,
- 3.264129313045153,
- 3.266931399419463,
- 3.261922816361694,
- 3.2628449550974383,
- 3.2643094113141222,
- 3.260273503818789,
- 3.2639987142859743,
- 3.263289880549213,
- 3.2638902827288483,
- 3.261837652410873,
- 3.2624159036293925,
- 3.2610156104521484,
- 3.2611612199879882,
- 3.2598727392300653,
- 3.2605909786909955,
- 3.259582194523157,
- 3.2591250173597337,
- 3.259589722084689,
- 3.2589356982140316,
- 3.2589223125013023,
- 3.258484087988367,
- 3.257110621872148,
- 3.259133996043292,
- 3.2580734945781855,
- 3.2584161012656403,
- 3.2589755884045406,
- 3.257181889284318,
- 3.2572484798733066,
- 3.2559435214801873,
- 3.256190779766447,
- 3.253902210721283,
- 3.2549634854849887,
- 3.255644918172026,
- 3.2553608672049448,
- 3.255605071031699,
- 3.253531869412565,
- 3.2537374631983815,
- 3.2532879832420996,
- 3.252381575441626,
- 3.252927499886512,
- 3.2518396100072198,
- 3.251009557752215,
- 3.251333785296538,
- 3.2519924935445914,
- 3.2510086245843404,
- 3.251063599152862,
- 3.2492272743716892,
- 3.251163645639048,
- 3.2485137065364804,
- 3.2488640393717736,
- 3.2486553828903912,
- 3.2481427479012,
- 3.245969211440921,
- 3.2467534746231275,
- 3.2483358361429335,
- 3.2476078673175492,
- 3.248029640410647,
- 3.2477387184393898,
- 3.2449304771622396,
- 3.2463552274836296,
- 3.2471186989730385,
- 3.2462182860857363,
- 3.2456318295135254,
- 3.246195376439093,
- 3.2435519720037918,
- 3.24410919970781,
- 3.2437568869288693,
- 3.2429686444777563,
- 3.2428801586952067,
- 3.242289268626606,
- 3.2403925253655386,
- 3.2418335798545495,
- 3.240847464638103,
- 3.242598453354201,
- 3.240315321086664,
- 3.2401291349578214,
- 3.24093936802469,
- 3.240082448715251,
- 3.2411432396981623,
- 3.2393420641391852,
- 3.238042205792783,
- 3.2377308704488192,
- 3.237439013405235,
- 3.2354629683579597,
- 3.237224916278452,
- 3.2387327362322686,
- 3.23620140865181,
- 3.236395769185987,
- 3.235302925032176,
- 3.2345897674407778,
- 3.2359662087055705,
- 3.2346322622096797,
- 3.2349748224530215,
- 3.2326227635576403,
- 3.233726542860139,
- 3.231792456194932,
- 3.2333457955231926,
- 3.2324548323748963,
- 3.2316409910959956,
- 3.2315511465551947,
- 3.231765518985335,
- 3.2300784354256895,
- 3.230195652032703,
- 3.231607986535608,
- 3.2281462967100767,
- 3.2283714609018865,
- 3.228755877582843,
- 3.2293182211473983,
- 3.227383183606691,
- 3.227732479106428,
- 3.227295463278472,
- 3.2269886734472815,
- 3.2251037904663664,
- 3.2243734026061937,
- 3.2271764581244953,
- 3.225417884431768,
- 3.225538158655738,
- 3.2251188405527964,
- 3.225415379728294,
- 3.2239647140315375,
- 3.224815895331149,
- 3.223885200114513,
- 3.222727961131533,
- 3.2215866673310023,
- 3.2206363954485684,
- 3.2215827596005284,
- 3.2198519593850063,
- 3.2200492416083493,
- 3.2195294272688004,
- 3.2216751187227644,
- 3.219884269596321,
- 3.217868748441811,
- 3.218514497491781,
- 3.2191904815303207,
- 3.218468966408064,
- 3.2187674799190673,
- 3.218346873771052,
- 3.217555806629793,
- 3.2147264421410164,
- 3.2180550835879456,
- 3.2166531480255403,
- 3.2132120167747074,
- 3.2144183351949946,
- 3.2118176400468386,
- 3.213112700011211,
- 3.2126099454211787,
- 3.213104801957367,
- 3.2112167262381126,
- 3.2123289621160795,
- 3.2093362712313436,
- 3.209989872864514,
- 3.2096767783617093,
- 3.209548522497806,
- 3.2093144241696643,
- 3.2093677969267325,
- 3.209131486229303,
- 3.2085204060696384,
- 3.2067470925489103,
- 3.206467992834231,
- 3.2084453769913477,
- 3.2065966468210543,
- 3.2077556676671484,
- 3.207153909848934,
- 3.2050900418426744,
- 3.2051468520900652,
- 3.204478360802451,
- 3.2032248159127934,
- 3.203513733735347,
- 3.203646290820454,
- 3.2028145964200205,
- 3.202987196478655,
- 3.2037711992066242,
- 3.200382302243507,
- 3.1999646422275116,
- 3.2002142979381927,
- 3.199093416670886,
- 3.198611051156281,
- 3.198623702320326,
- 3.2000466649672377,
- 3.1965803569875764,
- 3.195910605702273,
- 3.1956619958347727,
- 3.1973081594417145,
- 3.195065018535138,
- 3.1956168828332547,
- 3.195809830492211,
- 3.194731227398688,
- 3.193077525795204,
- 3.1917305100048226,
- 3.1910578226539585,
- 3.190598723465241,
- 3.190756707579414,
- 3.190854632539485,
- 3.187672921755629,
- 3.1887649302732095,
- 3.1877889485810362,
- 3.188866359441833,
- 3.1880893822947276,
- 3.187168882979078,
- 3.186745238068457,
- 3.186319290327575,
- 3.1857640883894103,
- 3.185707431128705,
- 3.1840513959554197,
- 3.1858024126686324,
- 3.18275898111192,
- 3.184005197840392,
- 3.182417694109201,
- 3.1804389019976242,
- 3.182759672047423,
- 3.1815052220939553,
- 3.181873485706382,
- 3.179526665200356,
- 3.1805483122216978,
- 3.1768622176859265,
- 3.178056162641162,
- 3.176035250249574,
- 3.1739422042654772,
- 3.174896658673772,
- 3.1742307896572837,
- 3.175410901369562,
- 3.175345490871719,
- 3.1744508011549732,
- 3.1718377396874664,
- 3.1714049910531417,
- 3.172317516315976,
- 3.1719114208123083,
- 3.167840616647885,
- 3.1711535867285985,
- 3.168409130571329,
- 3.170303960380186,
- 3.167870323541373,
- 3.1655173557326917,
- 3.166620726952211,
- 3.1675484579834214,
- 3.1653100834050663,
- 3.165073530585761,
- 3.1623861020449513,
- 3.163410118080437,
- 3.1626158110717495,
- 3.1620833775178028,
- 3.1628852893010535,
- 3.1613904784868336,
- 3.1578730850135956,
- 3.1604889505221143,
- 3.158858378608487,
- 3.156243943263625,
- 3.157725924835197,
- 3.1561985623197097,
- 3.1558106172166958,
- 3.153821234280507,
- 3.1543969966795236,
- 3.153063759821468,
- 3.1509634538511127,
- 3.150723938368046,
- 3.1513573940261796,
- 3.1508260363918663,
- 3.147998359338546,
- 3.1509667183249745,
- 3.1470218526343006,
- 3.14644493865512,
- 3.146091305384104,
- 3.146589647889374,
- 3.1415197463986995,
- 3.1441030167233706,
- 3.1436974963859066,
- 3.1419064388850217,
- 3.1425495660770544,
- 3.141276183816345,
- 3.1394327117340146,
- 3.1387601745967424,
- 3.1377278702012594,
- 3.138443437025314,
- 3.1366113312472894,
- 3.1360892592192546,
- 3.1348700146346165,
- 3.134493127404521,
- 3.1334591277322734,
- 3.134692630615889,
- 3.1320746900161676,
- 3.130796530853422,
- 3.1294235887127617,
- 3.128523103804029,
- 3.1273595390640154,
- 3.1257459970813697,
- 3.126456615371416,
- 3.1253097878440985,
- 3.1249052420791212,
- 3.1258698771073044,
- 3.122323701848604,
- 3.1215363659980166,
- 3.1204625918796225,
- 3.1207486392930655,
- 3.1202059576867476,
- 3.1207025549411727,
- 3.118883462581693,
- 3.1170121260277925,
- 3.1164400810479997,
- 3.1151019088428074,
- 3.115146378749018,
- 3.1134385905364237,
- 3.11255745166057,
- 3.1125851607263235,
- 3.1121804540892692,
- 3.108783834340002,
- 3.10960713326315,
- 3.1085643051226115,
- 3.1079684135773946,
- 3.1049218474129976,
- 3.1058988975658144,
- 3.103969576729665,
- 3.1034293414298637,
- 3.103459430614916,
- 3.1010366202798143,
- 3.101097573428604,
- 3.1006800969299784,
- 3.098643532566305,
- 3.098579011050933,
- 3.096269350559578,
- 3.0974222508967606,
- 3.095424658092676,
- 3.092981429681938,
- 3.093705913698943,
- 3.091752391708512,
- 3.0905869408190725,
- 3.0899489989889477,
- 3.0890128874017564,
- 3.0870816324170183,
- 3.089495422470739,
- 3.086355245067133,
- 3.0843786889352733,
- 3.084435356564296,
- 3.0838456561433083,
- 3.0824717575663705,
- 3.08011646140166,
- 3.081434294133566,
- 3.0802349432798977,
- 3.0761206998827255,
- 3.076531851718786,
- 3.075414960006762,
- 3.0746872576645203,
- 3.074499076197361,
- 3.072733087553204,
- 3.0734093180718114,
- 3.0711812785669466,
- 3.0702367123075116,
- 3.0672524982429024,
- 3.069453716162109,
- 3.070392978316308,
- 3.0666804025577616,
- 3.0660777175441445,
- 3.0644239337382775,
- 3.061893877302847,
- 3.0627037638179404,
- 3.0623543577199883,
- 3.06172223043185,
- 3.0596875889297883,
- 3.0597090528161117,
- 3.057265511145975,
- 3.0559787546067976,
- 3.0565896216282167,
- 3.0548572534205003,
- 3.0548159759861013,
- 3.0543882251215364,
- 3.05251513632167,
- 3.0500654568732437,
- 3.0510957613474585,
- 3.0497070940335793,
- 3.0498594984444978,
- 3.0471436595633863,
- 3.04917455749034,
- 3.0462630178552432,
- 3.045327672115887,
- 3.0440571657702202,
- 3.0398443837879143,
- 3.041668115088846,
- 3.041343100507774,
- 3.039193523780593,
- 3.038839922228101,
- 3.0369820276387127,
- 3.03493434965053,
- 3.036726774404146,
- 3.035928870846721,
- 3.0356079315947104,
- 3.0344719492857313,
- 3.031488795971025,
- 3.0298464293709504,
- 3.0293518856911974,
- 3.0278345824864257,
- 3.029417297080571,
- 3.0272515966896507,
- 3.026938107542324,
- 3.0235088890423922,
- 3.0249215082975702,
- 3.0250271178891803,
- 3.02350659258472,
- 3.0223597134044815,
- 3.0206729513383106,
- 3.0193713306910497,
- 3.0178946515233345,
- 3.0175260914428046,
- 3.018161148849398,
- 3.015314954788036,
- 3.0150760400397885,
- 3.0133722840751354,
- 3.014151879310083,
- 3.012242485080763,
- 3.011204274338815,
- 3.0108088907387813,
- 3.011598667484463,
- 3.007218492182989,
- 3.0071713604434316,
- 3.0041107590741976,
- 3.0054930875759216,
- 3.003248286969659,
- 3.0039195259749114,
- 3.0017041196486374,
- 2.999766619261341,
- 3.001887568893906,
- 2.999326146243893,
- 2.99745735195071,
- 2.9979886979400225,
- 2.9961881110912714,
- 2.995579495200438,
- 2.993741052354267,
- 2.9943106244157334,
- 2.992891413777314,
- 2.9918255531771014,
- 2.9901818184311773,
- 2.9887749466503593,
- 2.989958641423783,
- 2.988064193566254,
- 2.9877474222094738,
- 2.985954290700952,
- 2.9857506003635046,
- 2.985234592356303,
- 2.980897188245901,
- 2.9819920859578013,
- 2.982717955003007,
- 2.981473796011384,
- 2.9795496930148655,
- 2.9773823894215745,
- 2.9766156691637176,
- 2.975979901930645,
- 2.974145903918196,
- 2.9749023212710846,
- 2.9729397149798884,
- 2.9716597985571442,
- 2.971137040539313,
- 2.9714207261703436,
- 2.969289284287636,
- 2.968304225562091,
- 2.9686862899550372,
- 2.96505057987022,
- 2.965429090621105,
- 2.964181494833732,
- 2.9633957650756693,
- 2.962981216814563,
- 2.961085187855693,
- 2.9592437733119263,
- 2.959421848343186,
- 2.95701638934291,
- 2.9571490818250776,
- 2.9555113286858767,
- 2.9541405711273487,
- 2.954198237635682,
- 2.9537719074350988,
- 2.949701742860125,
- 2.948469389655638,
- 2.946779849471967,
- 2.9481396349197215,
- 2.9484698155420483,
- 2.9467153938836232,
- 2.9459656956013403,
- 2.9460903890180083,
- 2.945250002396781,
- 2.941090410821028,
- 2.941756349703632,
- 2.9408824370243107,
- 2.940674249461228,
- 2.9387335096325122,
- 2.9362176516313556,
- 2.9370298933906787,
- 2.936394697059919,
- 2.9353626588247166,
- 2.930916228891431,
- 2.9324338720280547,
- 2.930923670710417,
- 2.929302496562786,
- 2.926861007805318,
- 2.9261103843559804,
- 2.926543177328976,
- 2.923078775355958,
- 2.9236994511383,
- 2.9237802887997426,
- 2.921263315507127,
- 2.9182127315315407,
- 2.9188242794020387,
- 2.917350449577145,
- 2.9159496497273176,
- 2.9151954762635204,
- 2.914905057415351,
- 2.9128664417305075,
- 2.9119277014411775,
- 2.91113560934771,
- 2.9077040786018125,
- 2.908401648373248,
- 2.9078035920259095,
- 2.9067665794575546,
- 2.906573142027727,
- 2.9029672766844943,
- 2.9036731746123956,
- 2.9016571770066295,
- 2.900055667633464,
- 2.897841507303183,
- 2.8982598859122173,
- 2.894532669409034,
- 2.895796743485328,
- 2.8949482544209526,
- 2.892019150576573,
- 2.8888181347743194,
- 2.891181367729527,
- 2.88900471568519,
- 2.887169158138402,
- 2.8861002925733295,
- 2.8857455505089207,
- 2.8825037428502784,
- 2.8817144222172537,
- 2.8818586064453857,
- 2.8806499141364843,
- 2.8773936468622945,
- 2.8764434626614857,
- 2.875643413959461,
- 2.874719566113916,
- 2.8706053557717817,
- 2.870899251065269,
- 2.867413360512853,
- 2.8666036544076205,
- 2.866612992930129,
- 2.8639057374709833,
- 2.862016234532998,
- 2.862359427447373,
- 2.860790878505126,
- 2.8573345375355395,
- 2.8590360311098335,
- 2.8548737044501036,
- 2.8554477361618664,
- 2.851895144736309,
- 2.8509308450707955,
- 2.848479268066738,
- 2.848840599899335,
- 2.847334745393977,
- 2.84719176503785,
- 2.844006334125417,
- 2.842212707626795,
- 2.841669817022031,
- 2.8375538572764305,
- 2.8380942567301672,
- 2.8360980264257227,
- 2.8342523420266046,
- 2.83289737637577,
- 2.8332165836053846,
- 2.829838116471076,
- 2.8275246892930004,
- 2.825249567749248,
- 2.8229589748844006,
- 2.8222510284771776,
- 2.9840619186480866,
- 2.9956445781884398,
- 3.002956125860298,
- 3.0062326037578804,
- 3.0151147071132796,
- 3.019144756617974,
- 3.0239525763305353,
- 3.0274845011256573,
- 3.030585007578376,
- 3.0350309642427793,
- 3.0375362763826463,
- 3.039915459797144,
- 3.043058853878114,
- 3.0446450980723028,
- 3.0475237330384704,
- 3.049007778701202,
- 3.051435597072729,
- 3.0539188505014754,
- 3.0574746654421507,
- 3.058774896289934,
- 3.060324630067382,
- 3.062823105771215,
- 3.0642627313463695,
- 3.066734146186854,
- 3.0673261651098884,
- 3.0690358617256086,
- 3.0721616590679974,
- 3.0704460337255877,
- 3.0743457574108333,
- 3.075525305604108,
- 3.075002558623649,
- 3.077385352747724,
- 3.078680231125475,
- 3.0800841786525166,
- 3.08115551575313,
- 3.082137543704367,
- 3.08520864527442,
- 3.0866984351430173,
- 3.0874749376319572,
- 3.0869813145771485,
- 3.0866289201870463,
- 3.0876287948333903,
- 3.0917132758540085,
- 3.090788294205672,
- 3.09419672083452,
- 3.0923301384325694,
- 3.0941128217624483,
- 3.095406560906091,
- 3.093569947253788,
- 3.097370872704411,
- 3.0981517018901403,
- 3.096919475249232,
- 3.099376231675407,
- 3.098126436637719,
- 3.1004368956834325,
- 3.1010386984237566,
- 3.1005674343670027,
- 3.1017113196578143,
- 3.1035521596537556,
- 3.103396437741885,
- 3.1032870093449683,
- 3.1051570443828895,
- 3.103647822356943,
- 3.1055744006376145,
- 3.1074210871140946,
- 3.107453190222635,
- 3.1088697889529957,
- 3.1102828923531156,
- 3.109600604528442,
- 3.109087509133925,
- 3.1107359306463476,
- 3.110613363347695,
- 3.1113543806697543,
- 3.1135233000095046,
- 3.113316737605618,
- 3.114426923405142,
- 3.1146741825186437,
- 3.1152572827455796,
- 3.115715284043872,
- 3.11628868876002,
- 3.115317259700618,
- 3.117221209146769,
- 3.1173935499580954,
- 3.1182609450415018,
- 3.1170158397505934,
- 3.117976139343449,
- 3.1194451732339528,
- 3.1205854817468452,
- 3.12046731989841,
- 3.1195101302783934,
- 3.119304016460729,
- 3.1212807053510363,
- 3.1209263377688425,
- 3.12054831205207,
- 3.121819504794042,
- 3.122098975224105,
- 3.1226797974013927,
- 3.1223614336971255,
- 3.1220611591055674,
- 3.1221780506465127,
- 3.124679902135213,
- 3.1236436909828633,
- 3.123223216621107,
- 3.1245138458838166,
- 3.125996633752938,
- 3.1248448938550895,
- 3.1272000092585963,
- 3.1268457656084796,
- 3.126755355183883,
- 3.1269490507850284,
- 3.1271195084915075,
- 3.1269963231156677,
- 3.1276679486550303,
- 3.127855571844799,
- 3.127522728640431,
- 3.1280823162401106,
- 3.1285161466087406,
- 3.126740808513603,
- 3.1296457860927984,
- 3.1292707626888867,
- 3.1291819465790134,
- 3.129569252541888,
- 3.13121715140271,
- 3.1302859260428755,
- 3.1320283054546785,
- 3.132063676196971,
- 3.130790269258835,
- 3.1288476071091025,
- 3.132404507492614,
- 3.132121099856221,
- 3.1324052981815886,
- 3.1318308335401084,
- 3.13354444742761,
- 3.134090315174591,
- 3.131794896020275,
- 3.1328496732477857,
- 3.132528522060084,
- 3.1344289424846266,
- 3.1332519999415345,
- 3.13396394386592,
- 3.1350261853541572,
- 3.1350100515644286,
- 3.136652116850584,
- 3.1342681125885403,
- 3.136279279342906,
- 3.136035340020677,
- 3.133247439767206,
- 3.1345344284047325,
- 3.137156871992883,
- 3.1343999213039777,
- 3.1362617407846893,
- 3.136746373553217,
- 3.1360783592824832,
- 3.137232476839093,
- 3.136050658539675,
- 3.135976834350862,
- 3.1379926898736614,
- 3.136748817581566,
- 3.1379339308683205,
- 3.13878858340761,
- 3.1384627320176066,
- 3.1390226319005046,
- 3.1382987803777116,
- 3.139817970037684,
- 3.1396857073629394,
- 3.141285926109042,
- 3.140331674418422,
- 3.1405841968585153,
- 3.1394500561022616,
- 3.141153862975826,
- 3.1385025766563177,
- 3.140153950483259,
- 3.1408957752231705,
- 3.137836880917791,
- 3.141202142121541,
- 3.1407627498352424,
- 3.1422304749124343,
- 3.1409259685319904,
- 3.1439128261046565,
- 3.1405887453031895,
- 3.1412885093836516,
- 3.142002040022327,
- 3.141532729127824,
- 3.14206860745412,
- 3.139409449520376,
- 3.1421243533767007,
- 3.1422613183472103,
- 3.143474559036563,
- 3.1435464040207823,
- 3.143163839837196,
- 3.1440380310117186,
- 3.1425670072844616,
- 3.1426940671485633,
- 3.1432811439078105,
- 3.144507706029601,
- 3.143503900982951,
- 3.145204662767687,
- 3.1430269567771734,
- 3.14271783785907,
- 3.1444949185134097,
- 3.144603706882191,
- 3.143221227313603,
- 3.1447475318855354,
- 3.144151371950421,
- 3.1442187736859966,
- 3.145294155686222,
- 3.1442674284265544,
- 3.1455046584207,
- 3.1461341061643973,
- 3.145210309083698,
- 3.1453477359494317,
- 3.1461222034143557,
- 3.1454301613161255,
- 3.146077577475107,
- 3.1465528708680157,
- 3.1474165515172703,
- 3.1460244017377486,
- 3.149140579789163,
- 3.145295487172791,
- 3.1460858744489544,
- 3.1466520336480985,
- 3.1475438009426835,
- 3.1481196808538434,
- 3.1460296676156134,
- 3.1493284992961565,
- 3.1474107424946656,
- 3.14798569449717,
- 3.14831584045775,
- 3.1460730315426986,
- 3.149490856990945,
- 3.148709410914241,
- 3.147264800328218,
- 3.1496180281720143,
- 3.1467388126982194,
- 3.1472397079832164,
- 3.148462065596679,
- 3.147964711803766,
- 3.147602533125847,
- 3.1483133813812985,
- 3.150399271163262,
- 3.146753472806176,
- 3.1486259502651275,
- 3.1491675119071205,
- 3.1493586470454633,
- 3.1496934747317376,
- 3.1490353476504738,
- 3.1503484590964477,
- 3.147040693154698,
- 3.150307900684126,
- 3.150616647958966,
- 3.149445498846223,
- 3.1501104358713135,
- 3.1496039397798876,
- 3.1525209056714556,
- 3.149992322504888,
- 3.1514322509320114,
- 3.150659924264103,
- 3.1498597042579815,
- 3.1502822735244167,
- 3.150775947875319,
- 3.1510526641671186,
- 3.150798510534998,
- 3.149705396371597,
- 3.1509483367026427,
- 3.151854116182017,
- 3.151631130474483,
- 3.1525491499445195,
- 3.151083127164658,
- 3.151767717997545,
- 3.151664530475829,
- 3.152071576923159,
- 3.1504547527171547,
- 3.1518026021921957,
- 3.1534283993133188,
- 3.1510463318948125,
- 3.152242309425838,
- 3.153393102382421,
- 3.151190528595172,
- 3.1537720434760557,
- 3.152730196570121,
- 3.1521391014753872,
- 3.1535546816991427,
- 3.1517734139507168,
- 3.1540108576656456,
- 3.1531131634857723,
- 3.1522700194582134,
- 3.152623945896703,
- 3.152849293324924,
- 3.1545026748668765,
- 3.1533795686614448,
- 3.1525634902550754,
- 3.1529904528966526,
- 3.153922139352731,
- 3.155150893757187,
- 3.154707819433236,
- 3.151473407255422,
- 3.155635718358635,
- 3.153384854994757,
- 3.1530047726607178,
- 3.1535723215894227,
- 3.1552606540553243,
- 3.1557518187616873,
- 3.1544623460603933,
- 3.1526586922940574,
- 3.1553478732379574,
- 3.1536051840336023,
- 3.1535239545701064,
- 3.15657620576767,
- 3.1553119948635295,
- 3.1546536459177683,
- 3.1555074677655206,
- 3.154806007239096,
- 3.1566854943702425,
- 3.1555138469459325,
- 3.1568690448367174,
- 3.156673474479359,
- 3.154230848582611,
- 3.155431796868509,
- 3.156078650902418,
- 3.155885007158501,
- 3.1563651391215783,
- 3.156156405059832,
- 3.1558291656059794,
- 3.154558427193394,
- 3.155718203795855,
- 3.156260727600476,
- 3.154368888558514,
- 3.157771356029736,
- 3.1564145264577457,
- 3.157184326000737,
- 3.1564155708855437,
- 3.157996349583152,
- 3.155905737882961,
- 3.157345486870909,
- 3.1566154635224235,
- 3.156020110539048,
- 3.1564463675733387,
- 3.1570629341913437,
- 3.159291319558733,
- 3.156514897719785,
- 3.1543048848614044,
- 3.1590294546495423,
- 3.1576350244923783,
- 3.1564287990619007,
- 3.156904108646635,
- 3.158121751626037,
- 3.158375195453796,
- 3.157100703284114,
- 3.157719070711311,
- 3.1561293233853105,
- 3.1570931423302304,
- 3.158275363565385,
- 3.1580894854518387,
- 3.1576834170770844,
- 3.157731083833781,
- 3.1578983344685443,
- 3.1581355823550306,
- 3.158077342054224,
- 3.1581817743297127,
- 3.1597778474581757,
- 3.1592706707667735,
- 3.1589817721264137,
- 3.159142832477692,
- 3.158929990556979,
- 3.1583339395399057,
- 3.1594022422388153,
- 3.1582760691720253,
- 3.1591978785478343,
- 3.1590612532423545,
- 3.158586232655928,
- 3.159238472676895,
- 3.1593374043472138,
- 3.1614846359744324,
- 3.159275034594774,
- 3.158712446013742,
- 3.1613454581933143,
- 3.1585953280344614,
- 3.1594389395806455,
- 3.1607254381994663,
- 3.160862158542845,
- 3.160551958420495,
- 3.15961840899683,
- 3.161044366236161,
- 3.158863272867106,
- 3.1592028939913415,
- 3.160093403363481,
- 3.160226080841471,
- 3.159433500572699,
- 3.160502050914241,
- 3.160269855646338,
- 3.160405041552114,
- 3.160837910049882,
- 3.1587738708889836,
- 3.161255723164733,
- 3.1623980292563636,
- 3.1623841558481645,
- 3.1612902879014952,
- 3.1616472311322363,
- 3.1609275927484335,
- 3.1597789532272174,
- 3.1604362780356956,
- 3.160525828438667,
- 3.1609648563429307,
- 3.161824857750737,
- 3.162052855150129,
- 3.162632918274913,
- 3.1606689756309714,
- 3.1603060174730815,
- 3.162026473658141,
- 3.1612251733685617,
- 3.161425408928243,
- 3.1634484993070786,
- 3.160610479277919,
- 3.1624619708398667,
- 3.160644433341959,
- 3.1606163353311696,
- 3.1599331803963464,
- 3.16098330711123,
- 3.159692299641239,
- 3.164141200940559,
- 3.1634827353612462,
- 3.1625559918353807,
- 3.162111160261064,
- 3.1617023798854946,
- 3.1610011380616805,
- 3.1626226446351917,
- 3.160535892769906,
- 3.1628672195206833,
- 3.1618498732476006,
- 3.164441896876159,
- 3.1642002027921543,
- 3.163410846572838,
- 3.1629910108660835,
- 3.1628063499491894,
- 3.161764903569125,
- 3.16402945592005,
- 3.163111343771793,
- 3.1629721664029278,
- 3.1624539130139637,
- 3.1628252054251877,
- 3.1618765250590593,
- 3.1630912528048403,
- 3.1632943134802636,
- 3.163274356329453,
- 3.1624302997340235,
- 3.162893105627535,
- 3.1648700163183796,
- 3.1632532087416174,
- 3.1636548505577586,
- 3.1640152549341654,
- 3.163751024746756,
- 3.1640057003370368,
- 3.1634721538498103,
- 3.1625852626476316,
- 3.16399677911189,
- 3.1637673669397337,
- 3.165120048399773,
- 3.1632520901384797,
- 3.1626950715165267,
- 3.1633537149835678,
- 3.1639199544481125,
- 3.162207424801919,
- 3.163752249400385,
- 3.164638895432163,
- 3.1645282108258086,
- 3.1654765803095346,
- 3.1661733095305618,
- 3.16406191012508,
- 3.164074170570993,
- 3.1637922738113358,
- 3.1655092580352475,
- 3.16656554297248,
- 3.164507635443999,
- 3.164427722665555,
- 3.1649042979818773,
- 3.1636739976302928,
- 3.16257792234497,
- 3.164446858388843,
- 3.166350101305153,
- 3.164648725954635,
- 3.1638981488908113,
- 3.1633764428958098,
- 3.1649466568447284,
- 3.164655442803135,
- 3.164902267966115,
- 3.1644845851011696,
- 3.1649809179313437,
- 3.165346030428674,
- 3.1653388388363086,
- 3.164956019004398,
- 3.1640022908619447,
- 3.166365057086202,
- 3.1652374788947695,
- 3.166172229897395,
- 3.1652222317368293,
- 3.166674546931432,
- 3.1639668062896864,
- 3.1663877975151817,
- 3.1667548944048547,
- 3.1637889704938424,
- 3.166892109124046,
- 3.1652434953951967,
- 3.1657844632005645,
- 3.163681218126649,
- 3.1647828248546417,
- 3.1663554954356585,
- 3.167481839649106,
- 3.1665103430375146,
- 3.1669040935960475,
- 3.1661313221861267,
- 3.164480446394408,
- 3.1670459042778316,
- 3.166865507535135,
- 3.165230335948708,
- 3.1662554298634293,
- 3.1658288704601656,
- 3.1658884409988466,
- 3.165440135315564,
- 3.164148304897996,
- 3.1641875220482816,
- 3.167215297224856,
- 3.166445970942148,
- 3.1651167060690417,
- 3.166926161479606,
- 3.1663541064955063,
- 3.167682427635966,
- 3.1678785719667517,
- 3.1650429712041643,
- 3.1665696929970513,
- 3.167657164887769,
- 3.167320890640446,
- 3.1671120111513766,
- 3.1649595701038753,
- 3.164591750494937,
- 3.166711623693124,
- 3.1643979338106134,
- 3.1663906856556623,
- 3.1667622712655628,
- 3.16812386439627,
- 3.165363502870595,
- 3.166679406951439,
- 3.1665149243910298,
- 3.1673441442952517,
- 3.167224182571709,
- 3.1682530589825855,
- 3.167480890772213,
- 3.1673784842886614,
- 3.1683269757340122,
- 3.167563939614076,
- 3.1675784178401876,
- 3.1690011467759325,
- 3.1672249036249296,
- 3.1686669901590205,
- 3.168747981105317,
- 3.169709396981858,
- 3.1672583638088443,
- 3.1659474903989464,
- 3.1663582765174954,
- 3.16805384417724,
- 3.165749633793885,
- 3.1689862294980062,
- 3.167995706944142,
- 3.1683051668403324,
- 3.168785630804931,
- 3.1680755982949007,
- 3.168656934435198,
- 3.1679503624221668,
- 3.1679642499940295,
- 3.1681321726422795,
- 3.1674931710735574,
- 3.167616657100647,
- 3.1673814344406708,
- 3.1655824779621584,
- 3.1677674386883297,
- 3.1694021931431307,
- 3.168379164847011,
- 3.168947451411489,
- 3.1693698024573136,
- 3.169445758990716,
- 3.170085970640129,
- 3.1677564673718104,
- 3.170800723144382,
- 3.1692415168734382,
- 3.1690524767067054,
- 3.169356804600863,
- 3.169487620502233,
- 3.167367913781704,
- 3.168062085767577,
- 3.1675780089340897,
- 3.1678224644148436,
- 3.1677074697103142,
- 3.1697819407312435,
- 3.1706935136287537,
- 3.1696553409957677,
- 3.17060615450922,
- 3.1691475378589913,
- 3.1674313170853012,
- 3.1721735261614,
- 3.16821499901396,
- 3.1703258554184197,
- 3.1698583586924753,
- 3.1680634344156546,
- 3.1692382141585815,
- 3.16961110453822,
- 3.16967391627568,
- 3.168426708703825,
- 3.170210682761728,
- 3.1702207751188958,
- 3.1696344174851516,
- 3.170132486421743,
- 3.1689271805103774,
- 3.169083345679338,
- 3.1681601064243745,
- 3.1698417715345792,
- 3.1692500300013333,
- 3.169743636946034,
- 3.167446638881238,
- 3.170748381885329,
- 3.1697069632883164,
- 3.1702747280433714,
- 3.1685294611815302,
- 3.169983895591666,
- 3.16688312248059,
- 3.169921054560354,
- 3.1699084064692515,
- 3.1706367706073606,
- 3.1708468665735117,
- 3.168334686065029,
- 3.168675226459183,
- 3.169551557671212,
- 3.169901462628669,
- 3.1698708223086305,
- 3.171775151331521,
- 3.1716790011301326,
- 3.168716848908787,
- 3.170019345121904,
- 3.1697850982806446,
- 3.1703185495369923,
- 3.169231529875128,
- 3.1712278703396284,
- 3.1701844814973774,
- 3.1699231300699013,
- 3.1694647037139667,
- 3.1705093000818834,
- 3.1707061294204015,
- 3.1706469867209996,
- 3.1701182873498213,
- 3.170168063937197,
- 3.1721474172776407,
- 3.1699132370414924,
- 3.1697305051582125,
- 3.1713618098618244,
- 3.1701894386258775,
- 3.172312586251018,
- 3.170641198643136,
- 3.1734525755929233,
- 3.170246133507324,
- 3.1712064595610983,
- 3.1725561262964836,
- 3.1709944962958883,
- 3.1716357715448984,
- 3.1708216716011512,
- 3.1703606812417617,
- 3.1723577274562182,
- 3.170884226928819,
- 3.171661128142043,
- 3.171082180070717,
- 3.1704430666442973,
- 3.1719617156994087,
- 3.1713232688253608,
- 3.1703582262828807,
- 3.170684213138021,
- 3.171767656600635,
- 3.170237305441254,
- 3.1716709152499765,
- 3.1713651566285503,
- 3.171185359486688,
- 3.170742060924861,
- 3.171802798906369,
- 3.17102236808353,
- 3.1704524347689373,
- 3.171351522832366,
- 3.1715538994421184,
- 3.170485151272284,
- 3.172195395599571,
- 3.171115989353644,
- 3.1722532741683027,
- 3.171283625867905,
- 3.1713219790612563,
- 3.169538103122347,
- 3.172204776739085,
- 3.1718217223169476,
- 3.1713469981345455,
- 3.173603682335095,
- 3.1722887241959383,
- 3.1720551165164066,
- 3.1725810071714626,
- 3.1721183555667083,
- 3.1724494866108657,
- 3.1730564450802516,
- 3.172021466055876,
- 3.173215508774954,
- 3.170952736203074,
- 3.1713413055857314,
- 3.172049034583465,
- 3.172371537953126,
- 3.1722428461518546,
- 3.172225541255535,
- 3.171976413430813,
- 3.171654025266996,
- 3.1723874387295603,
- 3.1725197981274076,
- 3.171517499353126,
- 3.1714046034750476,
- 3.1720412704295757,
- 3.1707073751904833,
- 3.1731461154814045,
- 3.172023950745577,
- 3.1726346566487904,
- 3.17129591497988,
- 3.1736174035197564,
- 3.17148034793233,
- 3.172378678501411,
- 3.17356556933456,
- 3.1725702988156934,
- 3.171781737004439,
- 3.1717102172623965,
- 3.172506517497095,
- 3.172305052256766,
- 3.1735592488868285,
- 3.1727334519547616,
- 3.171150720544651,
- 3.1715867514966596,
- 3.1724645675140892,
- 3.1716141362259704,
- 3.1723088632984573,
- 3.1731076815497294,
- 3.171315396968844,
- 3.173012116228645,
- 3.1726467900106505,
- 3.173924625162221,
- 3.1729841020509304,
- 3.1732195686240816,
- 3.17229086287973,
- 3.173865421083902,
- 3.174073405231016,
- 3.1731509546646475,
- 3.1708034693860627,
- 3.1730081486080493,
- 3.1730678613268255,
- 3.1746570307604056,
- 3.1743339606587795,
- 3.172549759455192,
- 3.173859216685678,
- 3.1742776452234414,
- 3.1742440044982434,
- 3.1726338536658516,
- 3.1738050631283663,
- 3.1738296373943826,
- 3.173434485621502,
- 3.172866638629293,
- 3.174024711685857,
- 3.1718176547846713,
- 3.1738203645065592,
- 3.1754115858400276,
- 3.1728046796568328,
- 3.174733656590482,
- 3.173063648421325,
- 3.173071681237688,
- 3.1729008917008157,
- 3.173594984197559,
- 3.172865983921443,
- 3.172494631298776,
- 3.1721527722200555,
- 3.1734335250073507,
- 3.1746731791313616,
- 3.1716707390919856,
- 3.175727193680502,
- 3.172515048417295,
- 3.1748031294555346,
- 3.1757203268431975,
- 3.175121549720863,
- 3.1754399329334113,
- 3.17537867824779,
- 3.1722117905670806,
- 3.1751178079205546,
- 3.173134177089252,
- 3.1727107188298835,
- 3.176276958779318,
- 3.1737225352401297,
- 3.1735682257315565,
- 3.1747432291413995,
- 3.1733971006323394,
- 3.173311792700156,
- 3.1747086330196663,
- 3.1753629249136055,
- 3.1728221507208505,
- 3.1750675096326257,
- 3.1735964431265193,
- 3.175027572866494,
- 3.1738642516406235,
- 3.176244444303866,
- 3.1761932334587955,
- 3.173628477574519,
- 3.1739079079770165,
- 3.173699111128578,
- 3.173855907792327,
- 3.174221174739762,
- 3.173601202633168,
- 3.1737279331277186,
- 3.173332584650142,
- 3.175458667720182,
- 3.1742833833343598,
- 3.174235410623526,
- 3.1748156581100857,
- 3.1749330058474308,
- 3.175488242351824,
- 3.174787022777165,
- 3.173886276475967,
- 3.1741766555141644,
- 3.17570360274803,
- 3.1748385479589896,
- 3.1743733644091234,
- 3.1746562901977247,
- 3.174607189438847,
- 3.1757236424620823,
- 3.1738300759546676,
- 3.1734874775909034,
- 3.175512678414289,
- 3.176490342237294,
- 3.174661275462169,
- 3.174555914838138,
- 3.175882810756906,
- 3.1748052261525364,
- 3.1749986300050788,
- 3.175015538028149,
- 3.175000897521534,
- 3.175361375467578,
- 3.175516723087361,
- 3.1731463788883914,
- 3.173549996289086,
- 3.1744048392833153,
- 3.1745908593574312,
- 3.1749986622049846,
- 3.173468154455898,
- 3.17569533334962,
- 3.1742782965765914,
- 3.175068563073513,
- 3.175937694862894,
- 3.1756635405715983,
- 3.1762348870958736,
- 3.176046327307801,
- 3.17476217415524,
- 3.1743785505136635,
- 3.172749290682267,
- 3.1751469158830083,
- 3.1737125905834027,
- 3.174149699760841,
- 3.1760521201463403,
- 3.174001159043273,
- 3.1766958121657725,
- 3.1775462695250103,
- 3.1734805880928953,
- 3.176578235313493,
- 3.1751251806832848,
- 3.1770031244015504,
- 3.177522915025681,
- 3.1758332376988467,
- 3.1756487458457987,
- 3.176949883989052,
- 3.1752452050180024,
- 3.175984958466373,
- 3.1757881255095324,
- 3.1760591666361813,
- 3.1750523466712517,
- 3.1751485780834416,
- 3.174436529562514,
- 3.1763990651839946,
- 3.175339067482045,
- 3.1764788013473897,
- 3.1748631062455104,
- 3.1742111298027145,
- 3.1749281690151263,
- 3.1752894551500215,
- 3.1752102968369043,
- 3.175941141276997,
- 3.1756944952322756,
- 3.1773566468754195,
- 3.1765942133817147,
- 3.175629876734665,
- 3.1755957286781213,
- 3.1751387250337455,
- 3.1741650559126677,
- 3.1760396536073046,
- 3.1762387914707078,
- 3.1751249231752183,
- 3.1782109033946133,
- 3.1758464947146208,
- 3.1752706551235734,
- 3.1763757380501207,
- 3.1755126121023873,
- 3.1757113148017875,
- 3.175442538897022,
- 3.1761519212337435,
- 3.176561989325837,
- 3.1761663558558717,
- 3.176492602537476,
- 3.174913280016566,
- 3.173676852304517,
- 3.174627474815791,
- 3.1750803121476667,
- 3.1758731434846315,
- 3.17831813907044,
- 3.1764490711563518,
- 3.1758317852843607,
- 3.176618663001664,
- 3.1756719988706363,
- 3.1783755728716065,
- 3.1768511521925085,
- 3.1754282738216766,
- 3.177243244084079,
- 3.1788804780462994,
- 3.1765547617256846,
- 3.1753875973661416,
- 3.1784791543899757,
- 3.1775568808874417,
- 3.1761858167476773,
- 3.1763094014367326,
- 3.175528291737065,
- 3.1755789746744223,
- 3.1754922075099357,
- 3.1761760462928765,
- 3.1763546925298805,
- 3.1774751751093224,
- 3.1767340776650443,
- 3.1752748467271403,
- 3.1771894641711578,
- 3.175040750680388,
- 3.174766266426602,
- 3.17662496275772,
- 3.177899672595278,
- 3.1779199547808203,
- 3.177364969727415,
- 3.176594313437367,
- 3.1789218571597013,
- 3.1775907764828752,
- 3.179142450336876,
- 3.1768612587223055,
- 3.1780264326276186,
- 3.1773022632160894,
- 3.1767959287639975,
- 3.176312398433951,
- 3.176662997310297,
- 3.176015972631353,
- 3.1780007823014502,
- 3.1762851753709556,
- 3.177333171564956,
- 3.1770849158790115,
- 3.1773268173547415,
- 3.175964352973324,
- 3.175988523347396,
- 3.1774760833686067,
- 3.179043013375182,
- 3.1750712623867217,
- 3.1770637619596385,
- 3.178149328491365,
- 3.1762558533979246,
- 3.1770292112580782,
- 3.1772776275678196,
- 3.1778058561028732,
- 3.1769049320174303,
- 3.177907234632003,
- 3.177437293085734,
- 3.1766660498415615,
- 3.177880396461952,
- 3.1763388362368836,
- 3.177111480392098,
- 3.176687176123684,
- 3.1762034890545325,
- 3.175309451919667,
- 3.177298706169321,
- 3.1769305939131565,
- 3.177796946106772,
- 3.1765685890164064,
- 3.177088391139601,
- 3.177788489301997,
- 3.176950294920898,
- 3.1784338907416707,
- 3.177475274983528,
- 3.1777206667446687,
- 3.177444126094071,
- 3.1764471301172885,
- 3.17842365703966,
- 3.1765407489430046,
- 3.177925004760565,
- 3.1779262937796795,
- 3.1782436303861648,
- 3.177888678509863,
- 3.1780048283519475,
- 3.1778499290357898
+ 3.6335352582511224,
+ 3.627122765758587,
+ 3.6221080504702927,
+ 3.6167877206306964,
+ 3.6099456996342925,
+ 3.6079976088554133,
+ 3.6041933507058945,
+ 3.599416815430014,
+ 3.596429034067178,
+ 3.5914535676477577,
+ 3.5902413865704528,
+ 3.589792368137132,
+ 3.5848490505127044,
+ 3.582957462874827,
+ 3.5795739808138074,
+ 3.5767560805316228,
+ 3.5778961045754163,
+ 3.573395988130047,
+ 3.5716009277392002,
+ 3.569414943962698,
+ 3.56804429486429,
+ 3.565781981746516,
+ 3.563872155041633,
+ 3.5625609237382667,
+ 3.562183959284575,
+ 3.5598401636643326,
+ 3.557104899611922,
+ 3.556775374300045,
+ 3.556524010915444,
+ 3.554449159138821,
+ 3.5532192510155975,
+ 3.5527656831964722,
+ 3.550199878180258,
+ 3.549509216928912,
+ 3.548893107140227,
+ 3.5469472259414547,
+ 3.5454507256465373,
+ 3.544478054635834,
+ 3.542953958429907,
+ 3.542804583793028,
+ 3.542397535075014,
+ 3.5408337805650305,
+ 3.5411536145573392,
+ 3.53884656143381,
+ 3.5383315024760593,
+ 3.539617360332194,
+ 3.534950699743315,
+ 3.5353314823474737,
+ 3.5329703192931596,
+ 3.5326616098273984,
+ 3.53428213529337,
+ 3.53145633658513,
+ 3.530074780786857,
+ 3.5316314033188743,
+ 3.528004580930818,
+ 3.527895845767585,
+ 3.526438724377788,
+ 3.527087236644306,
+ 3.528229306392814,
+ 3.526727091932129,
+ 3.5237259462102766,
+ 3.523358276153151,
+ 3.522630420043115,
+ 3.522098228220245,
+ 3.522244786410316,
+ 3.5181958811455765,
+ 3.519747453966095,
+ 3.5192071263771605,
+ 3.5194358245675734,
+ 3.5175857035809024,
+ 3.5173607885424056,
+ 3.5150442078058424,
+ 3.5154042101061025,
+ 3.5165591696805287,
+ 3.5151232213410224,
+ 3.514592438940135,
+ 3.5148562274881736,
+ 3.5135471712081556,
+ 3.511985509611698,
+ 3.5126750017972372,
+ 3.5106167508172343,
+ 3.5109967958249415,
+ 3.511983152514625,
+ 3.5074737655750186,
+ 3.510321600928641,
+ 3.5097439373253856,
+ 3.5077910321354624,
+ 3.506341129184739,
+ 3.506755590516195,
+ 3.506099967918315,
+ 3.5069012876957246,
+ 3.5021066739494935,
+ 3.502981326348696,
+ 3.5042111685573327,
+ 3.5033416873111167,
+ 3.5031500631570314,
+ 3.5016580416893968,
+ 3.502725585311289,
+ 3.501123796553893,
+ 3.5002807746928624,
+ 3.499093637966968,
+ 3.498788374056211,
+ 3.4984785984896574,
+ 3.499784189727196,
+ 3.4980584873070817,
+ 3.4978661714478565,
+ 3.4956987637212644,
+ 3.4951104436294544,
+ 3.494061948300628,
+ 3.4941657963784585,
+ 3.4937116036715916,
+ 3.4948627703254336,
+ 3.4922582714552894,
+ 3.4921039768412037,
+ 3.4943535993237114,
+ 3.4936128118147587,
+ 3.492280587486728,
+ 3.49041625254596,
+ 3.489664317568173,
+ 3.4908741947295137,
+ 3.4883555467303493,
+ 3.4883811435708125,
+ 3.487743823162854,
+ 3.4879358689791204,
+ 3.4885774116169066,
+ 3.4876180676930417,
+ 3.4860687573153295,
+ 3.4859273915830857,
+ 3.485594716486356,
+ 3.4849594487904527,
+ 3.4836482936036424,
+ 3.483410347460867,
+ 3.4837384305648085,
+ 3.482670014890446,
+ 3.482786811337269,
+ 3.4831149487239377,
+ 3.482687318715041,
+ 3.481729717992277,
+ 3.4801387867468816,
+ 3.4802370894043246,
+ 3.4791879782425816,
+ 3.4798530512948234,
+ 3.4766935468990114,
+ 3.4763588018753024,
+ 3.476681441889914,
+ 3.4768659814457297,
+ 3.474551015151821,
+ 3.4759573804777584,
+ 3.4754182985385587,
+ 3.475088650570002,
+ 3.4750419779837722,
+ 3.4740322920318754,
+ 3.474713449213277,
+ 3.4712986801974104,
+ 3.472166561698215,
+ 3.4729038701998873,
+ 3.4716258231387678,
+ 3.4710018101751983,
+ 3.469920256552502,
+ 3.470005188370876,
+ 3.4698516813872757,
+ 3.469361703813415,
+ 3.4695528436223495,
+ 3.468277183973603,
+ 3.4662060493294287,
+ 3.467000249264795,
+ 3.4655756893306284,
+ 3.466513599255354,
+ 3.46509647775972,
+ 3.465886695952799,
+ 3.4639064523955843,
+ 3.463414424121998,
+ 3.4638285161462408,
+ 3.4621556355668335,
+ 3.4609914805066153,
+ 3.4614659613854752,
+ 3.4613173368361783,
+ 3.4605987473085724,
+ 3.460051650131785,
+ 3.4605857572438286,
+ 3.458095126030117,
+ 3.4573193340700423,
+ 3.4588208311353927,
+ 3.457805688453089,
+ 3.4566149976955565,
+ 3.457594916455493,
+ 3.455795586844551,
+ 3.4551590878391885,
+ 3.4551470829661604,
+ 3.4528124177107506,
+ 3.453870587520652,
+ 3.4525640870671914,
+ 3.452854596728473,
+ 3.4523545110455522,
+ 3.4522287822375475,
+ 3.4524039267482483,
+ 3.449481200352293,
+ 3.4495961613926567,
+ 3.4495790702643934,
+ 3.4499032704341643,
+ 3.4473506521553916,
+ 3.448579307300168,
+ 3.446903455195865,
+ 3.4470424496672805,
+ 3.447836963743632,
+ 3.4476448487389892,
+ 3.4451003847345203,
+ 3.446630543087007,
+ 3.4441399473596332,
+ 3.4449555236699787,
+ 3.4414590514671928,
+ 3.442745032699676,
+ 3.4423976468397335,
+ 3.441044879917268,
+ 3.441749382356818,
+ 3.439554398301998,
+ 3.440884994385181,
+ 3.4396682558642726,
+ 3.4417567770620163,
+ 3.4389852017302966,
+ 3.4370399161929193,
+ 3.4385302193614287,
+ 3.4388296239847107,
+ 3.437374775020289,
+ 3.4369630087453094,
+ 3.4370575942904726,
+ 3.4354414175833337,
+ 3.433350597269167,
+ 3.4332926878935925,
+ 3.43059383322527,
+ 3.433235386627955,
+ 3.4315325472599305,
+ 3.4318379987408716,
+ 3.433073784210654,
+ 3.4316226594227905,
+ 3.4301008937530746,
+ 3.4300978382016636,
+ 3.430081780415055,
+ 3.4295456381127307,
+ 3.42817872291245,
+ 3.429320957330202,
+ 3.426641485230089,
+ 3.426444310848667,
+ 3.425675118914293,
+ 3.4239398422529828,
+ 3.424405251210055,
+ 3.4256202296229046,
+ 3.4246181248431715,
+ 3.4245147207270255,
+ 3.4234377313942064,
+ 3.423013955617482,
+ 3.4219425791975255,
+ 3.42280872109596,
+ 3.4201752236849825,
+ 3.420456731759801,
+ 3.4204796651770053,
+ 3.419197895254269,
+ 3.4191095172579913,
+ 3.4180311663754286,
+ 3.417575808524706,
+ 3.415738407923168,
+ 3.4164374790796,
+ 3.41494274111096,
+ 3.415584681933476,
+ 3.414174485058746,
+ 3.413963997355197,
+ 3.411027514220866,
+ 3.4111966997246244,
+ 3.4129190773322486,
+ 3.411981111791674,
+ 3.410717314569416,
+ 3.410193567514222,
+ 3.4102812853881295,
+ 3.4110239242361025,
+ 3.4088398145498875,
+ 3.4088624835301315,
+ 3.409400010386363,
+ 3.4089002837937876,
+ 3.4043316012608438,
+ 3.405602956841617,
+ 3.4058965057299115,
+ 3.4037530841116435,
+ 3.40250200351649,
+ 3.4007328210864127,
+ 3.400482741437132,
+ 3.402673657802411,
+ 3.4015331233345196,
+ 3.3993491049857125,
+ 3.401287484426007,
+ 3.4008274783649455,
+ 3.3982736446323356,
+ 3.398255436333994,
+ 3.3979981104187362,
+ 3.3973541883390483,
+ 3.396557982147283,
+ 3.3962656154323327,
+ 3.394212375060957,
+ 3.3954493573144062,
+ 3.3948874113379737,
+ 3.393327155747486,
+ 3.3930031671608076,
+ 3.3911533533677995,
+ 3.3929137103691827,
+ 3.3920524592987817,
+ 3.3894078395551404,
+ 3.3902200575620274,
+ 3.388872959111816,
+ 3.3883761938346066,
+ 3.3870552125518865,
+ 3.3878270723081485,
+ 3.387585612367422,
+ 3.387341763519363,
+ 3.387249935199921,
+ 3.3849888650112923,
+ 3.385197033040221,
+ 3.384091778885819,
+ 3.3840239726629484,
+ 3.382659904035034,
+ 3.381334713151875,
+ 3.3806114170450776,
+ 3.3798249453846805,
+ 3.380345478444403,
+ 3.380411229989469,
+ 3.3818491725473843,
+ 3.378124081150463,
+ 3.3774578661510435,
+ 3.3772876086241017,
+ 3.377785936664685,
+ 3.3767218510970523,
+ 3.37461752251648,
+ 3.375215923111031,
+ 3.37619293985116,
+ 3.3736686694022726,
+ 3.3723885699846172,
+ 3.3729524412379948,
+ 3.3713274389554915,
+ 3.370275035176203,
+ 3.370523437094472,
+ 3.3696872384319057,
+ 3.3702513868578183,
+ 3.3696476494448895,
+ 3.367429240451547,
+ 3.367937111474518,
+ 3.3668403478437114,
+ 3.3667700881465765,
+ 3.364773916866811,
+ 3.3644332515585815,
+ 3.3646660705372655,
+ 3.363713926563092,
+ 3.362030364559914,
+ 3.3621003060691446,
+ 3.3611096028770846,
+ 3.362355117269347,
+ 3.359605825975925,
+ 3.3589217723816005,
+ 3.360455553983437,
+ 3.35762343364659,
+ 3.359550965208811,
+ 3.357696236215808,
+ 3.356707191774276,
+ 3.355137732540695,
+ 3.3571139907060226,
+ 3.355519724141218,
+ 3.3561030143308788,
+ 3.3541492679444924,
+ 3.352759376811834,
+ 3.352584490678542,
+ 3.351255044928824,
+ 3.349873197568557,
+ 3.350384960373241,
+ 3.3490740525256926,
+ 3.349395231789357,
+ 3.3499964228847237,
+ 3.348957915671143,
+ 3.3472272416674804,
+ 3.3452232009795617,
+ 3.344965387340445,
+ 3.3486435478582903,
+ 3.345052168182898,
+ 3.343456231657321,
+ 3.3438958606099902,
+ 3.344003705517894,
+ 3.342071228866746,
+ 3.3430702733611732,
+ 3.3417756493882913,
+ 3.3393954637189167,
+ 3.3402340650911384,
+ 3.339378559023498,
+ 3.337922956686659,
+ 3.338830549439053,
+ 3.3367542038025513,
+ 3.3365457652580406,
+ 3.3371357055418263,
+ 3.3355780802166617,
+ 3.3350307184712866,
+ 3.334581980956628,
+ 3.3347449494903323,
+ 3.332397143584648,
+ 3.332263580326118,
+ 3.333152022567502,
+ 3.332773786347506,
+ 3.331128948482681,
+ 3.329778505510419,
+ 3.331051629264047,
+ 3.3279699691694176,
+ 3.3274415943763147,
+ 3.328468078369807,
+ 3.3264722747097855,
+ 3.3264740971812445,
+ 3.3263484277963626,
+ 3.3269444391677094,
+ 3.3251653788076845,
+ 3.3241792323746235,
+ 3.3251712286383515,
+ 3.323659820971059,
+ 3.323316030991141,
+ 3.3209332954083997,
+ 3.3208505989158135,
+ 3.319428976377727,
+ 3.3202354781971337,
+ 3.3196481246124674,
+ 3.320135126332689,
+ 3.3182164041486897,
+ 3.3168831649686816,
+ 3.31702623707754,
+ 3.3189940611785085,
+ 3.31766439267298,
+ 3.316122772298404,
+ 3.313267774636078,
+ 3.314797311184542,
+ 3.313577664445758,
+ 3.3137152045155673,
+ 3.3132722258355294,
+ 3.312776065443059,
+ 3.313716498942821,
+ 3.311312979898166,
+ 3.3102204629835437,
+ 3.309315572209042,
+ 3.309290862086648,
+ 3.308305769138089,
+ 3.308657436504858,
+ 3.305350640627544,
+ 3.3079482752689153,
+ 3.3042733724674855,
+ 3.306360073118387,
+ 3.305908053532476,
+ 3.305507684784466,
+ 3.302251925999257,
+ 3.3042288403057793,
+ 3.30318847639957,
+ 3.302552207516486,
+ 3.3025289871230314,
+ 3.3030817905476333,
+ 3.301487538416779,
+ 3.3005801042655447,
+ 3.299593018888644,
+ 3.2993321503588913,
+ 3.298115182004216,
+ 3.296352159706184,
+ 3.298638385799756,
+ 3.2972522865019496,
+ 3.29724454594096,
+ 3.2959745241095,
+ 3.294587695962234,
+ 3.295356459380646,
+ 3.295325058130884,
+ 3.2942938908757546,
+ 3.2931469773690125,
+ 3.292465691134877,
+ 3.292922787827163,
+ 3.2920721802122395,
+ 3.2911793958908104,
+ 3.290287689068015,
+ 3.2906734289527093,
+ 3.288907740684129,
+ 3.288611996682945,
+ 3.286011005999909,
+ 3.2871827583467983,
+ 3.287446657236056,
+ 3.2865208757428577,
+ 3.2848592754716077,
+ 3.284720519080295,
+ 3.2832281517956146,
+ 3.284283693955734,
+ 3.2844997293378606,
+ 3.283894245570275,
+ 3.2812791082580994,
+ 3.2835561757766962,
+ 3.2807389934706914,
+ 3.2800229168493167,
+ 3.2796782451088715,
+ 3.280696044222345,
+ 3.278456720687544,
+ 3.2794144310858124,
+ 3.277409902856721,
+ 3.2775118919350423,
+ 3.2770468479606603,
+ 3.2766927303082474,
+ 3.2752536133273757,
+ 3.2745186111768017,
+ 3.273642939107898,
+ 3.27569720301005,
+ 3.27303898197142,
+ 3.2722269065931195,
+ 3.2725175344980952,
+ 3.2706467543111937,
+ 3.2715099287463185,
+ 3.2706653438188757,
+ 3.2695516588356055,
+ 3.2672568952243286,
+ 3.268075333446373,
+ 3.2662822199232475,
+ 3.2697650645744005,
+ 3.265077547248727,
+ 3.265833208779954,
+ 3.2648993126614485,
+ 3.264520317659554,
+ 3.2645989709271594,
+ 3.2639331642046656,
+ 3.26300832526535,
+ 3.2620274603567396,
+ 3.2628993037636382,
+ 3.2610479035468884,
+ 3.259844245507159,
+ 3.2606747690649347,
+ 3.258031956247957,
+ 3.2594081793096588,
+ 3.2582510599968457,
+ 3.2583282595379908,
+ 3.2559714485193005,
+ 3.2557607626787344,
+ 3.2565701282922923,
+ 3.2541202950878367,
+ 3.2528879836453517,
+ 3.25281115598263,
+ 3.252312406981018,
+ 3.2523758503473914,
+ 3.2510152027970394,
+ 3.2516737021645854,
+ 3.2498301744221636,
+ 3.2484191555565975,
+ 3.2495375450880597,
+ 3.2496608445863386,
+ 3.2479874595240443,
+ 3.2480653348143775,
+ 3.2467569005104284,
+ 3.245809033207245,
+ 3.2445395243105777,
+ 3.2426659680414742,
+ 3.2451581235074167,
+ 3.242847059335865,
+ 3.2427413968872805,
+ 3.2414795742065463,
+ 3.2413184074124515,
+ 3.2383561377153147,
+ 3.2411629020626993,
+ 3.239341592762199,
+ 3.236599836540418,
+ 3.2392545775120265,
+ 3.2353940444868003,
+ 3.235234276162248,
+ 3.236959986453447,
+ 3.23473989270413,
+ 3.2338207778331114,
+ 3.232648897215429,
+ 3.2319583354284562,
+ 3.230292451195767,
+ 3.2300868858564953,
+ 3.230276254436496,
+ 3.2283473155836684,
+ 3.228700172133407,
+ 3.227487880615774,
+ 3.2278808288128555,
+ 3.2271069951072713,
+ 3.2264281225883003,
+ 3.2229881885869927,
+ 3.225981797696748,
+ 3.223433910678724,
+ 3.2229250188353347,
+ 3.220827255677255,
+ 3.220356212366801,
+ 3.219334671822965,
+ 3.220034404189376,
+ 3.2183190342603942,
+ 3.217280948406082,
+ 3.2183724593615852,
+ 3.215506132535848,
+ 3.213654959188061,
+ 3.2126058343753905,
+ 3.213184966546078,
+ 3.2125999055842187,
+ 3.2104879679195735,
+ 3.2097482238133095,
+ 3.2104764389152782,
+ 3.207692159399495,
+ 3.209220241259939,
+ 3.2064344408369294,
+ 3.2062573844384996,
+ 3.2038291038071582,
+ 3.202861747895686,
+ 3.2048299718419333,
+ 3.20289379856001,
+ 3.2011294841985842,
+ 3.2020406481011654,
+ 3.200773748202545,
+ 3.1972107852830907,
+ 3.1974456115274354,
+ 3.1940430938771263,
+ 3.1966281631012397,
+ 3.194506145195832,
+ 3.1936586250425374,
+ 3.193231562973328,
+ 3.1903755058435763,
+ 3.18918992913326,
+ 3.1889760313230644,
+ 3.1869870952761916,
+ 3.185311898076569,
+ 3.18595992676281,
+ 3.1826981571041992,
+ 3.1837862232957908,
+ 3.181630001283266,
+ 3.1794393850701703,
+ 3.1805502324547144,
+ 3.179233929087816,
+ 3.1753467841102854,
+ 3.1759748251486055,
+ 3.175148530276636,
+ 3.1739869639506555,
+ 3.172092063670071,
+ 3.1708453077665744,
+ 3.16979654863568,
+ 3.1664586345733183,
+ 3.1672741704310488,
+ 3.1675137203438544,
+ 3.1648340356140343,
+ 3.162613716036075,
+ 3.161969313289806,
+ 3.1618246032872057,
+ 3.157714445166547,
+ 3.1571653930959367,
+ 3.1559864310016144,
+ 3.1566801291576856,
+ 3.153738939220677,
+ 3.150653772970748,
+ 3.151113423181138,
+ 3.1496541158535196,
+ 3.148902717004996,
+ 3.1445892193835787,
+ 3.1439191011038057,
+ 3.1429237439080495,
+ 3.141697237312964,
+ 3.1380775781111265,
+ 3.1388122805545535,
+ 3.137493540895051,
+ 3.134696002611593,
+ 3.133220828920826,
+ 3.1323674669317247,
+ 3.129075295272788,
+ 3.128499460307512,
+ 3.1265802693942244,
+ 3.1233904986178054,
+ 3.1220177337683377,
+ 3.119837510442696,
+ 3.119471223885885,
+ 3.1206532796693605,
+ 3.1146268376247295,
+ 3.1158048117183212,
+ 3.114005745501189,
+ 3.1103711090218336,
+ 3.1083305296266897,
+ 3.1062313504546477,
+ 3.104137025892486,
+ 3.101853249566777,
+ 3.1011787928485584,
+ 3.0983618066348915,
+ 3.096233415710886,
+ 3.096267445757284,
+ 3.0924498412227113,
+ 3.0927446894168478,
+ 3.0894123164291205,
+ 3.0878208666268723,
+ 3.0850873984150406,
+ 3.0834375999924384,
+ 3.08074864266547,
+ 3.07922441003165,
+ 3.0790587195131502,
+ 3.0753943269116455,
+ 3.0729698489966126,
+ 3.072302641294437,
+ 3.07119526670973,
+ 3.0682659679861666,
+ 3.0656539970557897,
+ 3.064777913055409,
+ 3.0628719874551638,
+ 3.061682480522884,
+ 3.0600846476417445,
+ 3.056441441856114,
+ 3.0545376560673336,
+ 3.053174234101118,
+ 3.0508994589734617,
+ 3.0478735644596835,
+ 3.048467862915737,
+ 3.0460669192180587,
+ 3.0444793335749396,
+ 3.0416520688175,
+ 3.0396385936523833,
+ 3.0380812131806656,
+ 3.034141989396245,
+ 3.0339050048828984,
+ 3.031622710316627,
+ 3.029194176777763,
+ 3.027636489322217,
+ 3.025970985995393,
+ 3.0233082335006816,
+ 3.022538393309558,
+ 3.0199778845498586,
+ 3.0185978807033518,
+ 3.016247604592899,
+ 3.0159944894661264,
+ 3.0124265215698096,
+ 3.0113108785483766,
+ 3.009413960153683,
+ 3.006333592434957,
+ 3.005954107462898,
+ 3.0031121813599264,
+ 3.0031644147016014,
+ 2.9986072255292604,
+ 2.9972424122895704,
+ 2.9945551850490926,
+ 2.9924769980717434,
+ 2.9921779047190826,
+ 2.988851399414526,
+ 2.9866736696411067,
+ 2.9851283773477686,
+ 2.9839384964523537,
+ 2.9792683213926034,
+ 2.981255387192858,
+ 2.9765528190042043,
+ 2.974490727420044,
+ 2.972680120260067,
+ 2.9723015770232095,
+ 2.9685069644190336,
+ 2.96713298585754,
+ 2.965657303037853,
+ 2.9624525202826275,
+ 2.9616025561838963,
+ 2.9602613104519215,
+ 2.9564572372578515,
+ 2.9551344275594253,
+ 2.954101451341697,
+ 2.950445604903006,
+ 2.948067179621536,
+ 2.9466866041540434,
+ 2.9449952488371296,
+ 2.944867730455697,
+ 2.9409115843416864,
+ 2.9376072130556548,
+ 2.9356601799714066,
+ 2.934266998750436,
+ 2.9322566229695597,
+ 2.9305482339912095,
+ 2.9273373752066685,
+ 2.9262104292219746,
+ 2.923158797051434,
+ 2.921898691438011,
+ 2.918104729021623,
+ 2.916745530966516,
+ 2.914480659787107,
+ 2.9110760848498005,
+ 2.9109109272522184,
+ 2.904945220076533,
+ 2.904786313835339,
+ 2.900256751448325,
+ 2.8981925274112315,
+ 2.8977374862115646,
+ 2.8947833619899863,
+ 2.8903411016187497,
+ 2.8883419048861096,
+ 2.885504176756952,
+ 2.883233735061936,
+ 2.8810963945942905,
+ 2.8782237736803475,
+ 2.8739925240098296,
+ 2.873524514724052,
+ 2.8710953534031085,
+ 2.8664954124218793,
+ 2.8627190996199166,
+ 2.8616687768139433,
+ 2.8581014549780654,
+ 2.853612984175054,
+ 2.851938331183873,
+ 2.8479066976273706,
+ 2.844360744479322,
+ 2.8420632146356404,
+ 2.838755422933653,
+ 2.8373572972766685,
+ 2.8329816301768505,
+ 2.8289717144527255,
+ 2.824128223959422,
+ 2.8231584817367317,
+ 2.9887697948429213,
+ 3.005832105014896,
+ 3.017105908670216,
+ 3.0260204962242256,
+ 3.0313112271610314,
+ 3.0375381162522634,
+ 3.0423816592497843,
+ 3.047441150856107,
+ 3.053904554898202,
+ 3.0578639869971784,
+ 3.0611536815676663,
+ 3.0649915174127926,
+ 3.0673079904836684,
+ 3.070376773405916,
+ 3.0751896337092512,
+ 3.0787677761185224,
+ 3.08019610936846,
+ 3.0822843169687935,
+ 3.0814708723380235,
+ 3.0879942652050105,
+ 3.0880562303554138,
+ 3.090365468906256,
+ 3.0918011825850864,
+ 3.0947882362466084,
+ 3.0962443148232044,
+ 3.0982293062735886,
+ 3.0993418391467125,
+ 3.1011207245437453,
+ 3.10267537818206,
+ 3.104017005642112,
+ 3.1042665063510726,
+ 3.1049862980050853,
+ 3.108261084439564,
+ 3.1075365078700457,
+ 3.109477634575062,
+ 3.1112355800574965,
+ 3.1111546021032224,
+ 3.1111665545825766,
+ 3.1143665522605493,
+ 3.115245016668789,
+ 3.1146963976722564,
+ 3.116832069380293,
+ 3.1179956917344733,
+ 3.1199035622900095,
+ 3.1208753910004665,
+ 3.120330730983709,
+ 3.120073363450878,
+ 3.122537048966503,
+ 3.122520001718058,
+ 3.121436324847094,
+ 3.1236821014451492,
+ 3.1249554322993562,
+ 3.124101733862297,
+ 3.1277055752788216,
+ 3.125958123065746,
+ 3.1297419880439,
+ 3.1266658843003556,
+ 3.1297706174219755,
+ 3.1280109991789105,
+ 3.1287440077397823,
+ 3.1295346494683325,
+ 3.1312018533643133,
+ 3.1313685081541767,
+ 3.131770498477354,
+ 3.1338732081583247,
+ 3.129852500240613,
+ 3.1319053531968812,
+ 3.132134041949495,
+ 3.1346172673921333,
+ 3.13598224416989,
+ 3.1340810350136445,
+ 3.1330863209733084,
+ 3.1340519200207146,
+ 3.1355149666008377,
+ 3.1370180490764823,
+ 3.1382483712998437,
+ 3.1354726463970053,
+ 3.13644464610305,
+ 3.1386286453881644,
+ 3.137284188926622,
+ 3.1369978193756567,
+ 3.1402198006459163,
+ 3.1378864109851143,
+ 3.139586264602999,
+ 3.1415251395189574,
+ 3.1403985087759696,
+ 3.1408866329993206,
+ 3.139784675198058,
+ 3.140984308045139,
+ 3.1413618022243277,
+ 3.1425000550094455,
+ 3.1392765708116657,
+ 3.141655731641295,
+ 3.142495657381267,
+ 3.139556150643121,
+ 3.142256930577276,
+ 3.1434287887053314,
+ 3.1454372864619264,
+ 3.1440572426094153,
+ 3.14462714521502,
+ 3.1432597522113226,
+ 3.1437303204740137,
+ 3.1461542492098893,
+ 3.1444617016454433,
+ 3.144720397796841,
+ 3.1438594916876004,
+ 3.14745809781069,
+ 3.144491649375212,
+ 3.146304385832624,
+ 3.1476431441656576,
+ 3.145808719818655,
+ 3.148218838057319,
+ 3.148028269685229,
+ 3.1471502965115654,
+ 3.1486462830164093,
+ 3.147194432443157,
+ 3.1478413329373325,
+ 3.1490822909472693,
+ 3.1486855821676816,
+ 3.1486936626525637,
+ 3.149284025044984,
+ 3.149568491431648,
+ 3.1498048684997073,
+ 3.1485364416604877,
+ 3.1512670145842145,
+ 3.1494799905082025,
+ 3.151746901448098,
+ 3.1481493727068925,
+ 3.1511431770363703,
+ 3.149400320664117,
+ 3.1520746114975347,
+ 3.1526845353657937,
+ 3.150264505194456,
+ 3.152343097230909,
+ 3.1496983277400594,
+ 3.152704924210647,
+ 3.1528360365522334,
+ 3.1513854044580083,
+ 3.152046704623472,
+ 3.1531333141801823,
+ 3.1527842965356583,
+ 3.1516207986311,
+ 3.153369866530173,
+ 3.154181793895016,
+ 3.154035957022882,
+ 3.1538054652639262,
+ 3.154739588760832,
+ 3.1516913670517197,
+ 3.153719737010901,
+ 3.1564197868696375,
+ 3.1537798427458608,
+ 3.1545352886584324,
+ 3.1544573285587156,
+ 3.156278479325802,
+ 3.155212464463536,
+ 3.15573923972267,
+ 3.1539934327476447,
+ 3.154566542008927,
+ 3.1543058496993943,
+ 3.154941271554353,
+ 3.155952316038506,
+ 3.1576893741548457,
+ 3.154906701673075,
+ 3.1565445784477846,
+ 3.1556487424094097,
+ 3.1564370369308525,
+ 3.1551899105724677,
+ 3.1560724453820703,
+ 3.1564572466801617,
+ 3.1566887261007137,
+ 3.1564750767572693,
+ 3.1556267884641334,
+ 3.157456078769005,
+ 3.1565676331820223,
+ 3.1558866593740746,
+ 3.158045638967055,
+ 3.1577032500732862,
+ 3.157677970327829,
+ 3.1596063851604472,
+ 3.1581139539170056,
+ 3.1596051688361078,
+ 3.1586944485749235,
+ 3.1597259305826944,
+ 3.159585769510318,
+ 3.159230488594963,
+ 3.1597134407008944,
+ 3.1600880338605837,
+ 3.1602320702645215,
+ 3.1592527143514193,
+ 3.159824415354889,
+ 3.1595423456823815,
+ 3.1595333004784663,
+ 3.1592753021421927,
+ 3.1642712913933573,
+ 3.162038667572112,
+ 3.1595260341671,
+ 3.1610772647023935,
+ 3.1584928195219546,
+ 3.160934545217504,
+ 3.1619922990912004,
+ 3.1599855725561485,
+ 3.160219588341866,
+ 3.160892640795167,
+ 3.1609451799246995,
+ 3.1612720400360894,
+ 3.1610185825212356,
+ 3.160210610429799,
+ 3.1619864856121995,
+ 3.161350977340664,
+ 3.163440917158758,
+ 3.1616392079103477,
+ 3.1622360795218127,
+ 3.1599235346757224,
+ 3.162096245780272,
+ 3.1626955620079293,
+ 3.1622761443130303,
+ 3.1617944665130007,
+ 3.161613114562074,
+ 3.1623748910989433,
+ 3.163611651181354,
+ 3.162833793886862,
+ 3.163551217879955,
+ 3.16215907683485,
+ 3.1651816677962605,
+ 3.162493762963115,
+ 3.1648407525312092,
+ 3.1628799422590457,
+ 3.164428566142,
+ 3.1633345519652476,
+ 3.1638319428952526,
+ 3.1652779619397573,
+ 3.1647952871417657,
+ 3.1637109208898297,
+ 3.1650773949375557,
+ 3.1623978876703176,
+ 3.1638785791436423,
+ 3.165098511858361,
+ 3.164233777893568,
+ 3.1656093898961384,
+ 3.163561410862668,
+ 3.164058890292939,
+ 3.164721151630665,
+ 3.1656197504315684,
+ 3.1657559416591248,
+ 3.166131651750864,
+ 3.1656970388271635,
+ 3.164041907595361,
+ 3.165533689968036,
+ 3.1659218689539883,
+ 3.1663481856459543,
+ 3.16398037257859,
+ 3.167712151701927,
+ 3.1646596926562442,
+ 3.1638533574706598,
+ 3.1671811075769156,
+ 3.1649837523850404,
+ 3.166231800858901,
+ 3.166219546155148,
+ 3.166035854790566,
+ 3.167232044706704,
+ 3.1671184198899733,
+ 3.167292976301568,
+ 3.168037998563837,
+ 3.1676883201028687,
+ 3.1655246745390406,
+ 3.1662109382849386,
+ 3.1682666978810006,
+ 3.167043406206983,
+ 3.166782490411575,
+ 3.1676691054232364,
+ 3.165405507417199,
+ 3.1673441173388954,
+ 3.168009496741464,
+ 3.1671164839705157,
+ 3.1659034437352642,
+ 3.1681662750644315,
+ 3.166440388634248,
+ 3.1671807941305685,
+ 3.1688126230166374,
+ 3.1686597082977057,
+ 3.1689027702400887,
+ 3.1651387246492435,
+ 3.1666289955229865,
+ 3.167905313529399,
+ 3.169138810893468,
+ 3.1687592626193055,
+ 3.1702620166491555,
+ 3.1685385661896723,
+ 3.1685431826785972,
+ 3.169979599993501,
+ 3.168707904421005,
+ 3.1687507224728657,
+ 3.1696372367264507,
+ 3.168220637322082,
+ 3.168296178485705,
+ 3.168965442416685,
+ 3.1708978501491134,
+ 3.1694818619071987,
+ 3.1683403354114676,
+ 3.1683910486111464,
+ 3.167296870033912,
+ 3.1697328362221238,
+ 3.169916562205053,
+ 3.170293595658261,
+ 3.1682678986443307,
+ 3.1703226142783647,
+ 3.1695896313050027,
+ 3.1680555238192647,
+ 3.1712581397938746,
+ 3.171283492214252,
+ 3.169557874606787,
+ 3.1697148239279085,
+ 3.1687748680249954,
+ 3.1696805719677705,
+ 3.1692881519980927,
+ 3.1696393640899645,
+ 3.1699361154031775,
+ 3.171437695782385,
+ 3.171006164119401,
+ 3.170551512862978,
+ 3.17143529460881,
+ 3.168742374267926,
+ 3.17000599435654,
+ 3.1708454656989637,
+ 3.1716956204471525,
+ 3.1709660345882584,
+ 3.1713947849960995,
+ 3.1701006334737687,
+ 3.1695655697188005,
+ 3.17120546890525,
+ 3.1699482047104492,
+ 3.170336865026797,
+ 3.1727035278012945,
+ 3.171689104656356,
+ 3.169923763021609,
+ 3.171308879202234,
+ 3.1681731524252252,
+ 3.1725356317264675,
+ 3.1729958627119084,
+ 3.1711306087352806,
+ 3.1711118925763504,
+ 3.1718768775423034,
+ 3.1714658031824645,
+ 3.1723943810524156,
+ 3.1724282106348345,
+ 3.172021983839095,
+ 3.1725367980308072,
+ 3.1710239448795887,
+ 3.171187088749164,
+ 3.1722215512462903,
+ 3.1708682507240287,
+ 3.1720200667721605,
+ 3.1714536475022226,
+ 3.174719048586082,
+ 3.1739385763109405,
+ 3.1738094235162357,
+ 3.1705108278321235,
+ 3.1716511737869855,
+ 3.1708859036375654,
+ 3.1705435754794715,
+ 3.172152296886373,
+ 3.1731979782942124,
+ 3.1731814833836753,
+ 3.1741735436392107,
+ 3.1723886113208644,
+ 3.1729699655753607,
+ 3.1724297553319554,
+ 3.172204008756255,
+ 3.1716362751308913,
+ 3.172619849914244,
+ 3.1729751732153573,
+ 3.1734723203548194,
+ 3.173552971675,
+ 3.175119792006687,
+ 3.1716496508330936,
+ 3.172659670653737,
+ 3.171677199740391,
+ 3.173405208970408,
+ 3.174557698175738,
+ 3.172994537948128,
+ 3.173657803313339,
+ 3.1746127320483506,
+ 3.1733765890153705,
+ 3.171673323767736,
+ 3.1740832073757037,
+ 3.1738261449560956,
+ 3.1726657751964535,
+ 3.1722092050148083,
+ 3.174466018154166,
+ 3.1730699198122982,
+ 3.174228430731422,
+ 3.174133094551639,
+ 3.1726459311966777,
+ 3.1738062149126542,
+ 3.175785331274352,
+ 3.173590377846121,
+ 3.172890641579086,
+ 3.172466996886591,
+ 3.1734877230562444,
+ 3.1737647843049777,
+ 3.174449434205413,
+ 3.1718983419257625,
+ 3.172587784562414,
+ 3.1737225176751225,
+ 3.1740284227608697,
+ 3.175485876107201,
+ 3.1758942433663537,
+ 3.173686926486946,
+ 3.1753810195260974,
+ 3.175174089101552,
+ 3.1753575871845103,
+ 3.1743416794267714,
+ 3.1757892995750994,
+ 3.174640259455594,
+ 3.1746905898835633,
+ 3.173932635171395,
+ 3.175614596797854,
+ 3.174595514673572,
+ 3.175546538453366,
+ 3.174208273454658,
+ 3.175156328821101,
+ 3.1750928060254004,
+ 3.1747747175548127,
+ 3.173709506093683,
+ 3.1739182480925225,
+ 3.1735634912934576,
+ 3.1736381313345863,
+ 3.1743308955215364,
+ 3.17403872450333,
+ 3.1770533760292907,
+ 3.174253209286729,
+ 3.175695653368293,
+ 3.175731537534935,
+ 3.1758963835425433,
+ 3.174907876609898,
+ 3.1759168523903476,
+ 3.1761267824356687,
+ 3.1765839646140495,
+ 3.177344353515781,
+ 3.1747094317211197,
+ 3.17788359164216,
+ 3.1752782145047957,
+ 3.1759754948022065,
+ 3.1741039882300153,
+ 3.1748575263899057,
+ 3.1746185338557416,
+ 3.173828961581983,
+ 3.177463163965673,
+ 3.177182909711803,
+ 3.1758080657180052,
+ 3.1750901147798625,
+ 3.176935490401752,
+ 3.1739535277378916,
+ 3.175265770289261,
+ 3.176552286712315,
+ 3.17458148886547,
+ 3.1781098689168426,
+ 3.1770856700677017,
+ 3.177783494000539,
+ 3.1758171236486743,
+ 3.1749589875868893,
+ 3.1754981474639137,
+ 3.1760621351740426,
+ 3.1767711948612005,
+ 3.1766871819192546,
+ 3.17812529955692,
+ 3.1769550454719675,
+ 3.1749537691595573,
+ 3.178489192227146,
+ 3.1762528509421952,
+ 3.1775174586500476,
+ 3.176509906507773,
+ 3.176771685543047,
+ 3.176262695977816,
+ 3.175941723309431,
+ 3.176091203046386,
+ 3.1747710801668734,
+ 3.178003559100353,
+ 3.175937387883821,
+ 3.1754171342338617,
+ 3.1769300060818835,
+ 3.1777793682281072,
+ 3.1780104074335314,
+ 3.177031828098905,
+ 3.178128727028464,
+ 3.1782923101630516,
+ 3.177371634411351,
+ 3.1759681958347294,
+ 3.176793518973242,
+ 3.1769802434906125,
+ 3.176711063426956,
+ 3.175442684009575,
+ 3.177646050816551,
+ 3.1795172146401613,
+ 3.1761845802578077,
+ 3.1762042195466247,
+ 3.1772698410558404,
+ 3.1781657317963656,
+ 3.176880385296746,
+ 3.1777311310103533
]
}
],
@@ -6285,7 +3686,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 33,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:58:01.681988Z",
@@ -6316,7 +3717,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 34,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:58:01.685149Z",
@@ -6355,7 +3756,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 35,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:58:01.688581Z",
@@ -6383,7 +3784,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 36,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T18:58:01.777342Z",
@@ -6399,7 +3800,7 @@
"output_type": "stream",
"text": [
"Running Single Particle Model\n",
- "Halt: No significant change for 15 iterations.\n",
+ "Halt: Maximum number of iterations (60) reached.\n",
"Running Single Particle Model with Electrolyte\n",
"Halt: Maximum number of iterations (60) reached.\n"
]
@@ -6422,7 +3823,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 37,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T19:02:11.106047Z",
@@ -6437,8 +3838,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "| Model: Single Particle Model | Results: [6.00020713e-05 8.54799906e-05] |\n",
- "| Model: Single Particle Model with Electrolyte | Results: [6.43271522e-05 8.52694578e-05] |\n"
+ "| Model: Single Particle Model | Results: [6.00001046e-05 8.53959364e-05] |\n",
+ "| Model: Single Particle Model with Electrolyte | Results: [6.56023366e-05 8.49563105e-05] |\n"
]
}
],
@@ -6471,7 +3872,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 38,
"metadata": {
"execution": {
"iopub.execute_input": "2024-04-14T19:02:11.109183Z",
@@ -6485,7 +3886,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -6494,7 +3895,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -6521,7 +3922,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 39,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
@@ -6540,7 +3941,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -6549,7 +3950,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
diff --git a/examples/notebooks/multi_optimiser_identification.ipynb b/examples/notebooks/multi_optimiser_identification.ipynb
index 44e75747..8112f2e9 100644
--- a/examples/notebooks/multi_optimiser_identification.ipynb
+++ b/examples/notebooks/multi_optimiser_identification.ipynb
@@ -36,27 +36,27 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Requirement already satisfied: pip in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (24.0)\n",
- "Requirement already satisfied: ipywidgets in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (8.1.2)\n",
- "Requirement already satisfied: comm>=0.1.3 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipywidgets) (0.2.1)\n",
- "Requirement already satisfied: ipython>=6.1.0 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipywidgets) (8.22.1)\n",
- "Requirement already satisfied: traitlets>=4.3.1 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipywidgets) (5.14.1)\n",
- "Requirement already satisfied: widgetsnbextension~=4.0.10 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipywidgets) (4.0.10)\n",
- "Requirement already satisfied: jupyterlab-widgets~=3.0.10 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipywidgets) (3.0.10)\n",
- "Requirement already satisfied: decorator in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (5.1.1)\n",
- "Requirement already satisfied: jedi>=0.16 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (0.19.1)\n",
- "Requirement already satisfied: matplotlib-inline in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (0.1.6)\n",
- "Requirement already satisfied: prompt-toolkit<3.1.0,>=3.0.41 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (3.0.43)\n",
- "Requirement already satisfied: pygments>=2.4.0 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (2.17.2)\n",
- "Requirement already satisfied: stack-data in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (0.6.3)\n",
- "Requirement already satisfied: pexpect>4.3 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets) (4.9.0)\n",
- "Requirement already satisfied: parso<0.9.0,>=0.8.3 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from jedi>=0.16->ipython>=6.1.0->ipywidgets) (0.8.3)\n",
- "Requirement already satisfied: ptyprocess>=0.5 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from pexpect>4.3->ipython>=6.1.0->ipywidgets) (0.7.0)\n",
- "Requirement already satisfied: wcwidth in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from prompt-toolkit<3.1.0,>=3.0.41->ipython>=6.1.0->ipywidgets) (0.2.13)\n",
- "Requirement already satisfied: executing>=1.2.0 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (2.0.1)\n",
- "Requirement already satisfied: asttokens>=2.1.0 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (2.4.1)\n",
- "Requirement already satisfied: pure-eval in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (0.2.2)\n",
- "Requirement already satisfied: six>=1.12.0 in /Users/engs2510/.pyenv/versions/3.11.7/envs/pybop/lib/python3.11/site-packages (from asttokens>=2.1.0->stack-data->ipython>=6.1.0->ipywidgets) (1.16.0)\n",
+ "Requirement already satisfied: pip in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (24.0)\n",
+ "Requirement already satisfied: ipywidgets in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (8.1.2)\n",
+ "Requirement already satisfied: comm>=0.1.3 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipywidgets) (0.2.2)\n",
+ "Requirement already satisfied: ipython>=6.1.0 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipywidgets) (8.23.0)\n",
+ "Requirement already satisfied: traitlets>=4.3.1 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipywidgets) (5.14.2)\n",
+ "Requirement already satisfied: widgetsnbextension~=4.0.10 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipywidgets) (4.0.10)\n",
+ "Requirement already satisfied: jupyterlab-widgets~=3.0.10 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipywidgets) (3.0.10)\n",
+ "Requirement already satisfied: decorator in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (5.1.1)\n",
+ "Requirement already satisfied: jedi>=0.16 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (0.19.1)\n",
+ "Requirement already satisfied: matplotlib-inline in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (0.1.6)\n",
+ "Requirement already satisfied: prompt-toolkit<3.1.0,>=3.0.41 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (3.0.43)\n",
+ "Requirement already satisfied: pygments>=2.4.0 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (2.17.2)\n",
+ "Requirement already satisfied: stack-data in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (0.6.3)\n",
+ "Requirement already satisfied: pexpect>4.3 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from ipython>=6.1.0->ipywidgets) (4.9.0)\n",
+ "Requirement already satisfied: parso<0.9.0,>=0.8.3 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from jedi>=0.16->ipython>=6.1.0->ipywidgets) (0.8.4)\n",
+ "Requirement already satisfied: ptyprocess>=0.5 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from pexpect>4.3->ipython>=6.1.0->ipywidgets) (0.7.0)\n",
+ "Requirement already satisfied: wcwidth in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from prompt-toolkit<3.1.0,>=3.0.41->ipython>=6.1.0->ipywidgets) (0.2.13)\n",
+ "Requirement already satisfied: executing>=1.2.0 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (2.0.1)\n",
+ "Requirement already satisfied: asttokens>=2.1.0 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (2.4.1)\n",
+ "Requirement already satisfied: pure-eval in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (0.2.2)\n",
+ "Requirement already satisfied: six>=1.12.0 in /Users/engs2510/.pyenv/versions/3.12.2/envs/pybop-3.12/lib/python3.12/site-packages (from asttokens>=2.1.0->stack-data->ipython>=6.1.0->ipywidgets) (1.16.0)\n",
"Note: you may need to restart the kernel to use updated packages.\n",
"Note: you may need to restart the kernel to use updated packages.\n"
]
@@ -153,8 +153,9 @@
},
"outputs": [],
"source": [
- "t_eval = np.arange(0, 900, 2)\n",
- "values = synth_model.predict(t_eval=t_eval)"
+ "t_eval = np.arange(0, 2000, 10)\n",
+ "init_soc = 1.0\n",
+ "values = synth_model.predict(t_eval=t_eval, init_soc=init_soc)"
]
},
{
@@ -353,12 +354,12 @@
"source": [
"optims = []\n",
"xs = []\n",
- "problem = pybop.FittingProblem(model, parameters, dataset)\n",
+ "problem = pybop.FittingProblem(model, parameters, dataset, init_soc=init_soc)\n",
"cost = pybop.SumSquaredError(problem)\n",
"for optimiser in gradient_optimisers:\n",
" print(f\"Running {optimiser.__name__}\")\n",
" optim = pybop.Optimisation(cost, optimiser=optimiser)\n",
- " optim.set_max_unchanged_iterations(15)\n",
+ " optim.set_max_unchanged_iterations(20)\n",
" optim.set_max_iterations(60)\n",
" x, _ = optim.run()\n",
" optims.append(optim)\n",
@@ -387,7 +388,7 @@
"for optimiser in non_gradient_optimisers:\n",
" print(f\"Running {optimiser.__name__}\")\n",
" optim = pybop.Optimisation(cost, optimiser=optimiser)\n",
- " optim.set_max_unchanged_iterations(15)\n",
+ " optim.set_max_unchanged_iterations(20)\n",
" optim.set_max_iterations(60)\n",
" x, _ = optim.run()\n",
" optims.append(optim)\n",
@@ -413,7 +414,7 @@
"for optimiser in scipy_optimisers:\n",
" print(f\"Running {optimiser.__name__}\")\n",
" optim = pybop.Optimisation(cost, optimiser=optimiser)\n",
- " optim.set_max_unchanged_iterations(15)\n",
+ " optim.set_max_unchanged_iterations(20)\n",
" optim.set_max_iterations(60)\n",
" x, _ = optim.run()\n",
" optims.append(optim)\n",
@@ -446,16 +447,16 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "| Optimiser: Adam | Results: [0.79454453 0.66136682] |\n",
- "| Optimiser: Gradient descent | Results: [0.44491726 1.59641046] |\n",
- "| Optimiser: iRprop- | Results: [0.8 0.66516786] |\n",
- "| Optimiser: Covariance Matrix Adaptation Evolution Strategy (CMA-ES) | Results: [0.79997886 0.6651564 ] |\n",
- "| Optimiser: Seperable Natural Evolution Strategy (SNES) | Results: [0.79672265 0.66566242] |\n",
- "| Optimiser: Particle Swarm Optimisation (PSO) | Results: [0.79978922 0.66557426] |\n",
- "| Optimiser: Exponential Natural Evolution Strategy (xNES) | Results: [0.79992605 0.66513294] |\n",
- "| Optimiser: Nelder-Mead | Results: [0.81389091 0.66318217] |\n",
- "| Optimiser: SciPyMinimize | Results: [0.63597003 0.7 ] |\n",
- "| Optimiser: SciPyDifferentialEvolution | Results: [0.79999988 0.66516959] |\n"
+ "| Optimiser: Adam | Results: [0.7940917 0.66244264] |\n",
+ "| Optimiser: Gradient descent | Results: [0.54971602 0.92692275] |\n",
+ "| Optimiser: iRprop- | Results: [0.72245096 0.67281911] |\n",
+ "| Optimiser: Covariance Matrix Adaptation Evolution Strategy (CMA-ES) | Results: [0.72101083 0.67313135] |\n",
+ "| Optimiser: Seperable Natural Evolution Strategy (SNES) | Results: [0.72082105 0.67317566] |\n",
+ "| Optimiser: Particle Swarm Optimisation (PSO) | Results: [0.71816152 0.6738613 ] |\n",
+ "| Optimiser: Exponential Natural Evolution Strategy (xNES) | Results: [0.72064411 0.67318804] |\n",
+ "| Optimiser: Nelder-Mead | Results: [0.72117726 0.67313287] |\n",
+ "| Optimiser: SciPyMinimize | Results: [0.62747904 0.7 ] |\n",
+ "| Optimiser: SciPyDifferentialEvolution | Results: [0.72103631 0.67312847] |\n"
]
}
],
@@ -521,7 +522,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -530,7 +531,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -539,7 +540,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -548,7 +549,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -557,7 +558,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -566,7 +567,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -575,7 +576,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -584,7 +585,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -593,7 +594,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -602,7 +603,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -641,7 +642,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -650,7 +651,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -659,7 +660,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -668,7 +669,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -677,7 +678,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -686,7 +687,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -695,7 +696,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -704,7 +705,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -713,7 +714,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -722,7 +723,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -731,7 +732,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -740,7 +741,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -749,7 +750,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -758,7 +759,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -767,7 +768,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -776,7 +777,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -785,7 +786,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -794,7 +795,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -803,7 +804,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -812,7 +813,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -849,7 +850,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -858,7 +859,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -867,7 +868,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -876,7 +877,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -885,7 +886,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -894,7 +895,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -903,7 +904,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -912,7 +913,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -921,7 +922,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -930,7 +931,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -939,7 +940,7 @@
],
"source": [
"# Plot the cost landscape with optimisation path and updated bounds\n",
- "bounds = np.array([[0.5, 0.8], [0.5, 0.8]])\n",
+ "bounds = np.array([[0.5, 0.8], [0.55, 0.8]])\n",
"for optim in optims:\n",
" pybop.plot2d(optim, bounds=bounds, steps=10, title=optim.optimiser.name())"
]
@@ -980,7 +981,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.11.7"
+ "version": "3.12.2"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
diff --git a/examples/notebooks/optimiser_calibration.ipynb b/examples/notebooks/optimiser_calibration.ipynb
index f61fc1b2..beed7287 100644
--- a/examples/notebooks/optimiser_calibration.ipynb
+++ b/examples/notebooks/optimiser_calibration.ipynb
@@ -127,7 +127,7 @@
"source": [
"parameter_set = pybop.ParameterSet.pybamm(\"Chen2020\")\n",
"model = pybop.lithium_ion.SPM(parameter_set=parameter_set)\n",
- "t_eval = np.arange(0, 900, 1)\n",
+ "t_eval = np.arange(0, 900, 3)\n",
"values = model.predict(t_eval=t_eval)"
]
},
@@ -252,9 +252,9 @@
"id": "n4OHa-aF04qA"
},
"source": [
- "### Setting up the Optimisation Problem with Default sigma\n",
+ "### Setting up the Optimisation Problem with incorrect sigma value\n",
"\n",
- "With the datasets and parameters defined, we can set up the optimisation problem, its cost function, and the optimiser. For gradient descent, the `sigma0` value corresponds to the learning rate. The default value for this parameter is `sigma0=0.1`."
+ "With the datasets and parameters defined, we can set up the optimisation problem, its cost function, and the optimiser. For gradient descent, the `sigma0` value corresponds to the learning rate. Let's set this hyperparmeter incorrectly to view how we calibrate it. In this example, let's start with `sigma0=0.2`."
]
},
{
@@ -281,7 +281,7 @@
"source": [
"problem = pybop.FittingProblem(model, parameters, dataset)\n",
"cost = pybop.SumSquaredError(problem)\n",
- "optim = pybop.Optimisation(cost, optimiser=pybop.GradientDescent)\n",
+ "optim = pybop.Optimisation(cost, optimiser=pybop.GradientDescent, sigma0=0.2)\n",
"optim.set_max_iterations(100)"
]
},
@@ -293,7 +293,7 @@
"source": [
"### Running the Optimisation\n",
"\n",
- "We proceed to run the optimisation algorithm to estimate the parameters with the default learning rate."
+ "We proceed to run the optimisation algorithm to estimate the parameters with the updated learning rate (`sigma0`)."
]
},
{
@@ -320,6 +320,10 @@
"Error: Events ['Maximum voltage [V]'] are non-positive at initial conditions\n",
"Error: Events ['Maximum voltage [V]'] are non-positive at initial conditions\n",
"Error: Events ['Maximum voltage [V]'] are non-positive at initial conditions\n",
+ "Error: Events ['Maximum voltage [V]'] are non-positive at initial conditions\n",
+ "Error: Events ['Maximum voltage [V]'] are non-positive at initial conditions\n",
+ "Error: Events ['Maximum voltage [V]'] are non-positive at initial conditions\n",
+ "Error: Events ['Maximum voltage [V]'] are non-positive at initial conditions\n",
"Error: Events ['Maximum voltage [V]'] are non-positive at initial conditions\n"
]
}
@@ -359,7 +363,7 @@
{
"data": {
"text/plain": [
- "array([0.71033729, 0.55945988])"
+ "array([0.70742414, 0.58383355])"
]
},
"execution_count": 9,
@@ -393,7 +397,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -410,7 +414,7 @@
"source": [
"## Calibrating the Learning Rate \n",
"\n",
- "Now that we've seen how poor the default `sigma0` value is for this optimisation problem, let's calibrate this value to find the optimal solution in the lowest number of iterations."
+ "Now that we've seen how poor an incorrect `sigma0` value is for this optimisation problem, let's calibrate this value to find the optimal solution in the lowest number of iterations."
]
},
{
@@ -475,11 +479,11 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "| Sigma: 0.001 | Num Iterations: 47 | Best Cost: 0.0008637695988057631 | Results: [0.75766989 0.66379605] |\n",
- "| Sigma: 0.0045 | Num Iterations: 100 | Best Cost: 0.0011612381826846523 | Results: [0.72722617 0.66903422] |\n",
- "| Sigma: 0.008 | Num Iterations: 100 | Best Cost: 0.0012674705312650204 | Results: [0.72350919 0.66970245] |\n",
- "| Sigma: 0.0115 | Num Iterations: 100 | Best Cost: 0.001026517347060025 | Results: [0.73304834 0.66800235] |\n",
- "| Sigma: 0.015 | Num Iterations: 74 | Best Cost: 0.36327076213686793 | Results: [0.62594548 0.62583821] |\n"
+ "| Sigma: 0.001 | Num Iterations: 100 | Best Cost: 0.0013289907848209911 | Results: [0.69535773 0.67509662] |\n",
+ "| Sigma: 0.0045 | Num Iterations: 100 | Best Cost: 0.0007218197918308683 | Results: [0.71892626 0.67060898] |\n",
+ "| Sigma: 0.008 | Num Iterations: 100 | Best Cost: 0.0006371022763628136 | Results: [0.72396797 0.6696914 ] |\n",
+ "| Sigma: 0.0115 | Num Iterations: 18 | Best Cost: 0.0004608694532019237 | Results: [0.74070995 0.6667419 ] |\n",
+ "| Sigma: 0.015 | Num Iterations: 100 | Best Cost: 0.0007468897676990436 | Results: [0.71758655 0.67085529] |\n"
]
}
],
@@ -512,7 +516,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -521,7 +525,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -530,7 +534,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -539,7 +543,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -548,7 +552,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -557,7 +561,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -566,7 +570,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -575,7 +579,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -584,7 +588,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -593,7 +597,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -630,7 +634,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -639,7 +643,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -648,7 +652,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -657,7 +661,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -666,7 +670,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
@@ -677,7 +681,7 @@
"# Plot the cost landscape with optimisation path and updated bounds\n",
"bounds = np.array([[0.6, 0.9], [0.5, 0.8]])\n",
"for optim, sigma in zip(optims, sigmas):\n",
- " pybop.plot2d(optim, bounds=bounds, steps=15, title=f\"Sigma: {sigma}\")"
+ " pybop.plot2d(optim, bounds=bounds, steps=10, title=f\"Sigma: {sigma}\")"
]
},
{
@@ -711,7 +715,7 @@
{
"data": {
"image/svg+xml": [
- ""
+ ""
]
},
"metadata": {},
diff --git a/examples/notebooks/pouch_cell_identification.ipynb b/examples/notebooks/pouch_cell_identification.ipynb
index d977a42f..1d073d31 100644
--- a/examples/notebooks/pouch_cell_identification.ipynb
+++ b/examples/notebooks/pouch_cell_identification.ipynb
@@ -218,7 +218,7 @@
},
"outputs": [],
"source": [
- "t_eval = np.arange(0, 900, 2)\n",
+ "t_eval = np.arange(0, 900, 3)\n",
"values = model.predict(t_eval=t_eval)"
]
},
@@ -581,7 +581,7 @@
{
"colorscale": [
[
- 0.0,
+ 0,
"#440154"
],
[
@@ -617,7 +617,7 @@
"#b5de2b"
],
[
- 1.0,
+ 1,
"#fde725"
]
],
@@ -640,7 +640,7 @@
-0.000208179915115477,
-0.00017733967875981405,
-0.00013382475248593996,
- -9.744280975100401e-05
+ -0.00009744280975100401
],
[
-0.00022006829217595638,
@@ -751,7 +751,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -787,7 +787,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -811,7 +811,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -847,7 +847,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -862,7 +862,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -898,7 +898,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -925,7 +925,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -961,7 +961,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -976,7 +976,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -1012,7 +1012,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -1157,7 +1157,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -1193,7 +1193,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -1284,7 +1284,7 @@
],
"sequential": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -1320,13 +1320,13 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
"sequentialminus": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -1362,7 +1362,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
]
@@ -1590,7 +1590,7 @@
{
"colorscale": [
[
- 0.0,
+ 0,
"#440154"
],
[
@@ -1626,7 +1626,7 @@
"#b5de2b"
],
[
- 1.0,
+ 1,
"#fde725"
]
],
@@ -1760,7 +1760,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -1796,7 +1796,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -1820,7 +1820,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -1856,7 +1856,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -1871,7 +1871,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -1907,7 +1907,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -1934,7 +1934,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -1970,7 +1970,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -1985,7 +1985,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -2021,7 +2021,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -2166,7 +2166,7 @@
},
"colorscale": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -2202,7 +2202,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
@@ -2293,7 +2293,7 @@
],
"sequential": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -2329,13 +2329,13 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
],
"sequentialminus": [
[
- 0.0,
+ 0,
"#0d0887"
],
[
@@ -2371,7 +2371,7 @@
"#fdca26"
],
[
- 1.0,
+ 1,
"#f0f921"
]
]
@@ -2646,7 +2646,7 @@
}
],
"source": [
- "pybop.plot2d(optim, steps=15);"
+ "pybop.plot2d(optim, steps=10);"
]
}
],
diff --git a/examples/scripts/ecm_CMAES.py b/examples/scripts/ecm_CMAES.py
index 6ba31f99..7316b37e 100644
--- a/examples/scripts/ecm_CMAES.py
+++ b/examples/scripts/ecm_CMAES.py
@@ -59,7 +59,7 @@
]
sigma = 0.001
-t_eval = np.arange(0, 900, 2)
+t_eval = np.arange(0, 900, 3)
values = model.predict(t_eval=t_eval)
corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval))
diff --git a/examples/scripts/spm_CMAES.py b/examples/scripts/spm_CMAES.py
index 77495f6f..59c3a1f3 100644
--- a/examples/scripts/spm_CMAES.py
+++ b/examples/scripts/spm_CMAES.py
@@ -24,7 +24,7 @@
# Generate data
sigma = 0.001
-t_eval = np.arange(0, 900, 2)
+t_eval = np.arange(0, 900, 3)
values = model.predict(t_eval=t_eval)
corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval))
diff --git a/examples/scripts/spm_IRPropMin.py b/examples/scripts/spm_IRPropMin.py
index 2e5e2449..23d15eea 100644
--- a/examples/scripts/spm_IRPropMin.py
+++ b/examples/scripts/spm_IRPropMin.py
@@ -20,7 +20,7 @@
# Generate data
sigma = 0.001
-t_eval = np.arange(0, 900, 2)
+t_eval = np.arange(0, 900, 3)
values = model.predict(t_eval=t_eval)
corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval))
diff --git a/examples/scripts/spm_MAP.py b/examples/scripts/spm_MAP.py
index cc22c315..9ed4032e 100644
--- a/examples/scripts/spm_MAP.py
+++ b/examples/scripts/spm_MAP.py
@@ -29,7 +29,7 @@
)
# Generate data
sigma = 0.005
-t_eval = np.arange(0, 900, 2)
+t_eval = np.arange(0, 900, 3)
values = model.predict(t_eval=t_eval)
corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval))
diff --git a/examples/scripts/spm_MLE.py b/examples/scripts/spm_MLE.py
index 8b6c5a01..bace88e3 100644
--- a/examples/scripts/spm_MLE.py
+++ b/examples/scripts/spm_MLE.py
@@ -29,7 +29,7 @@
)
# Generate data
sigma = 0.005
-t_eval = np.arange(0, 900, 2)
+t_eval = np.arange(0, 900, 3)
values = model.predict(t_eval=t_eval)
corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval))
diff --git a/examples/scripts/spm_NelderMead.py b/examples/scripts/spm_NelderMead.py
index 99abf5a8..8bcc28d0 100644
--- a/examples/scripts/spm_NelderMead.py
+++ b/examples/scripts/spm_NelderMead.py
@@ -24,8 +24,8 @@
experiment = pybop.Experiment(
[
(
- "Discharge at 0.5C for 3 minutes (1 second period)",
- "Charge at 0.5C for 3 minutes (1 second period)",
+ "Discharge at 0.5C for 3 minutes (3 second period)",
+ "Charge at 0.5C for 3 minutes (3 second period)",
),
]
* 2
diff --git a/examples/scripts/spm_SNES.py b/examples/scripts/spm_SNES.py
index 650c6efd..570c6c30 100644
--- a/examples/scripts/spm_SNES.py
+++ b/examples/scripts/spm_SNES.py
@@ -21,7 +21,7 @@
]
sigma = 0.001
-t_eval = np.arange(0, 900, 2)
+t_eval = np.arange(0, 900, 3)
values = model.predict(t_eval=t_eval)
corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval))
diff --git a/examples/scripts/spm_XNES.py b/examples/scripts/spm_XNES.py
index a72e0d6c..e6007e4d 100644
--- a/examples/scripts/spm_XNES.py
+++ b/examples/scripts/spm_XNES.py
@@ -21,7 +21,7 @@
]
sigma = 0.001
-t_eval = np.arange(0, 900, 2)
+t_eval = np.arange(0, 900, 3)
values = model.predict(t_eval=t_eval)
corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval))
diff --git a/examples/scripts/spm_adam.py b/examples/scripts/spm_adam.py
index f6a75354..e5df4d0c 100644
--- a/examples/scripts/spm_adam.py
+++ b/examples/scripts/spm_adam.py
@@ -24,8 +24,8 @@
experiment = pybop.Experiment(
[
(
- "Discharge at 0.5C for 3 minutes (1 second period)",
- "Charge at 0.5C for 3 minutes (1 second period)",
+ "Discharge at 0.5C for 3 minutes (3 second period)",
+ "Charge at 0.5C for 3 minutes (3 second period)",
),
]
* 2
diff --git a/examples/scripts/spm_descent.py b/examples/scripts/spm_descent.py
index 5a4568f0..89f4f8e2 100644
--- a/examples/scripts/spm_descent.py
+++ b/examples/scripts/spm_descent.py
@@ -20,7 +20,7 @@
# Generate data
sigma = 0.001
-t_eval = np.arange(0, 900, 2)
+t_eval = np.arange(0, 900, 3)
values = model.predict(t_eval=t_eval)
corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval))
diff --git a/examples/scripts/spm_pso.py b/examples/scripts/spm_pso.py
index f6a01b09..f35bc402 100644
--- a/examples/scripts/spm_pso.py
+++ b/examples/scripts/spm_pso.py
@@ -21,7 +21,7 @@
]
sigma = 0.001
-t_eval = np.arange(0, 900, 2)
+t_eval = np.arange(0, 900, 3)
values = model.predict(t_eval=t_eval)
corrupt_values = values["Voltage [V]"].data + np.random.normal(0, sigma, len(t_eval))
diff --git a/tests/integration/test_optimisation_options.py b/tests/integration/test_optimisation_options.py
index 9ff70056..2f3f991a 100644
--- a/tests/integration/test_optimisation_options.py
+++ b/tests/integration/test_optimisation_options.py
@@ -109,8 +109,8 @@ def getdata(self, model, x, init_soc):
experiment = pybop.Experiment(
[
(
- "Discharge at 0.5C for 3 minutes (1 second period)",
- "Charge at 0.5C for 3 minutes (1 second period)",
+ "Discharge at 0.5C for 3 minutes (5 second period)",
+ "Charge at 0.5C for 3 minutes (5 second period)",
),
]
* 2
diff --git a/tests/integration/test_parameterisations.py b/tests/integration/test_parameterisations.py
index 4a922e9b..32bd4033 100644
--- a/tests/integration/test_parameterisations.py
+++ b/tests/integration/test_parameterisations.py
@@ -121,7 +121,7 @@ def test_spm_optimisers(self, optimiser, spm_costs):
):
parameterisation.optimiser.set_learning_rate(1.8e-5)
else:
- parameterisation.optimiser.set_learning_rate(0.02)
+ parameterisation.optimiser.set_learning_rate(0.015)
x, final_cost = parameterisation.run()
elif optimiser in [pybop.SciPyMinimize]:
@@ -248,8 +248,8 @@ def getdata(self, model, x, init_soc):
experiment = pybop.Experiment(
[
(
- "Discharge at 0.5C for 3 minutes (1 second period)",
- "Charge at 0.5C for 3 minutes (1 second period)",
+ "Discharge at 0.5C for 3 minutes (2 second period)",
+ "Charge at 0.5C for 3 minutes (2 second period)",
),
]
* 2