From b97d999fbdc34d753efb8c0729dcca7d73c0d277 Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Wed, 19 Oct 2022 11:59:54 +0200 Subject: [PATCH 01/27] Removed test_files --- .github/workflows/bench.yml | 11 + .../NNPDF40_nlo_as_01180.info | 31 - .../NNPDF40_nlo_as_01180_0000.dat | 9812 ----------------- 3 files changed, 11 insertions(+), 9843 deletions(-) delete mode 100644 benchmarks/fakepdfs/NNPDF40_nlo_as_01180/NNPDF40_nlo_as_01180.info delete mode 100644 benchmarks/fakepdfs/NNPDF40_nlo_as_01180/NNPDF40_nlo_as_01180_0000.dat diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml index acc35e93..d0456e2b 100644 --- a/.github/workflows/bench.yml +++ b/.github/workflows/bench.yml @@ -53,6 +53,17 @@ jobs: poe lint # For warnings instead return always zero poe lint-warnings + - name: Get data files + id: cache-data-files + uses: actions/cache@v3 + with: + path: data_files + key: data_files-v2 + - name: Download data files + if: steps.cache-data_files.outputs.cache-hit != 'true' + run: | + wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/data_files/ + wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/fakepdfs/ - name: Test with pytest run: | poe bench diff --git a/benchmarks/fakepdfs/NNPDF40_nlo_as_01180/NNPDF40_nlo_as_01180.info b/benchmarks/fakepdfs/NNPDF40_nlo_as_01180/NNPDF40_nlo_as_01180.info deleted file mode 100644 index a27fa896..00000000 --- a/benchmarks/fakepdfs/NNPDF40_nlo_as_01180/NNPDF40_nlo_as_01180.info +++ /dev/null @@ -1,31 +0,0 @@ -SetDesc: "NNPDF x.x" -SetIndex: -Authors: NNPDF Collaboration. -Reference: arXiv:xxxx.xxxxxx -Format: lhagrid1 -DataVersion: 1 -NumMembers: 101 -Particle: 2212 -Flavors: [-5, -4, -3, -2, -1, 21, 1, 2, 3, 4, 5, ] -OrderQCD: 1 -FlavorScheme: variable -NumFlavors: 5 -ErrorType: replicas -XMin: 1.0000000e-09 -XMax: 1.0000000e+00 -QMin: 1.6500000e+00 -QMax: 1.0000000e+05 -MZ: 9.1187600e+01 -MUp: 0 -MDown: 0 -MStrange: 0 -MCharm: 1.5100000e+00 -MBottom: 4.9200000e+00 -MTop: 1.7250000e+02 -AlphaS_MZ: 0.1180024 -AlphaS_OrderQCD: 1 -AlphaS_Type: ipol -AlphaS_Qs: [1.6500000e+00, 1.7874388e+00, 1.9429053e+00, 2.1193749e+00, 2.3204100e+00, 2.5502944e+00, 2.8142025e+00, 3.1184122e+00, 3.4705775e+00, 3.8800751e+00, 4.3584516e+00, 4.9200000e+00, 4.9200000e+00, 5.5493622e+00, 6.2897452e+00, 7.1650687e+00, 8.2052867e+00, 9.4481248e+00, 1.0941378e+01, 1.2745972e+01, 1.4940062e+01, 1.7624572e+01, 2.0930715e+01, 2.5030298e+01, 3.0149928e+01, 3.6590777e+01, 4.4756282e+01, 5.5191298e+01, 6.8637940e+01, 8.6115921e+01, 1.0903923e+02, 1.3938725e+02, 1.7995815e+02, 2.3474820e+02, 3.0952544e+02, 4.1270732e+02, 5.5671861e+02, 7.6011795e+02, 1.0509694e+03, 1.4722574e+03, 2.0906996e+03, 3.0112909e+03, 4.4016501e+03, 6.5333918e+03, 9.8535186e+03, 1.5109614e+04, 2.3573066e+04, 3.7444017e+04, 6.0599320e+04, 1.0000000e+05] -AlphaS_Vals: [3.2443514e-01, 3.1227140e-01, 3.0054782e-01, 2.8925093e-01, 2.7836730e-01, 2.6788364e-01, 2.5778677e-01, 2.4806371e-01, 2.3870172e-01, 2.2968827e-01, 2.2101110e-01, 2.1265827e-01, 2.1265827e-01, 2.0576602e-01, 1.9906259e-01, 1.9254521e-01, 1.8621097e-01, 1.8005683e-01, 1.7407962e-01, 1.6827607e-01, 1.6264284e-01, 1.5717650e-01, 1.5187356e-01, 1.4673050e-01, 1.4174377e-01, 1.3690980e-01, 1.3222500e-01, 1.2768577e-01, 1.2328856e-01, 1.1902979e-01, 1.1490592e-01, 1.1091346e-01, 1.0704892e-01, 1.0330888e-01, 9.9689942e-02, 9.6188769e-02, 9.2802073e-02, 8.9526619e-02, 8.6359231e-02, 8.3296790e-02, 8.0336239e-02, 7.7474580e-02, 7.4708881e-02, 7.2036272e-02, 6.9453947e-02, 6.6959165e-02, 6.4549248e-02, 6.2221583e-02, 5.9973622e-02, 5.7802878e-02] -AlphaS_Lambda4: 0.342207 -AlphaS_Lambda5: 0.239 diff --git a/benchmarks/fakepdfs/NNPDF40_nlo_as_01180/NNPDF40_nlo_as_01180_0000.dat b/benchmarks/fakepdfs/NNPDF40_nlo_as_01180/NNPDF40_nlo_as_01180_0000.dat deleted file mode 100644 index cbdef8d8..00000000 --- a/benchmarks/fakepdfs/NNPDF40_nlo_as_01180/NNPDF40_nlo_as_01180_0000.dat +++ /dev/null @@ -1,9812 +0,0 @@ -PdfType: replica -Format: lhagrid1 -FromMCReplica: 40 ---- -1.0000000E-09 1.2970848E-09 1.6824290E-09 2.1822532E-09 2.8305674E-09 3.6714860E-09 4.7622286E-09 6.1770143E-09 8.0121111E-09 1.0392387E-08 1.3479806E-08 1.7484450E-08 2.2678812E-08 2.9416337E-08 3.8155475E-08 4.9490871E-08 6.4193830E-08 8.3264795E-08 1.0800142E-07 1.4008687E-07 1.8170433E-07 2.3568555E-07 3.0570351E-07 3.9652231E-07 5.1432126E-07 6.6711525E-07 8.6529992E-07 1.1223588E-06 1.4557800E-06 1.8882456E-06 2.4491735E-06 3.1767165E-06 4.1203542E-06 5.3442527E-06 6.9316190E-06 8.9903426E-06 1.1660303E-05 1.5122831E-05 1.9612953E-05 2.5435221E-05 3.2984168E-05 4.2770705E-05 5.5456125E-05 7.1895831E-05 9.3195423E-05 1.2078237E-04 1.5649721E-04 2.0270894E-04 2.6245980E-04 3.3964524E-04 4.3923444E-04 5.6753566E-04 7.3250762E-04 9.4411211E-04 1.2146932E-03 1.5593531E-03 1.9962745E-03 2.5469149E-03 3.2359751E-03 4.0910344E-03 5.1417598E-03 6.4186510E-03 7.9513794E-03 9.7669000E-03 1.1887614E-02 1.4329895E-02 1.7103228E-02 2.0210073E-02 2.3646397E-02 2.7402692E-02 3.1465251E-02 3.5817483E-02 4.0441106E-02 4.5317134E-02 5.0426635E-02 5.5751261E-02 6.1273602E-02 6.6977383E-02 7.2847559E-02 7.8870332E-02 8.5033120E-02 9.1324491E-02 9.7734088E-02 1.0425254E-01 1.1087137E-01 1.1758291E-01 1.2438023E-01 1.3125706E-01 1.3820771E-01 1.4522701E-01 1.5231026E-01 1.5945321E-01 1.6665195E-01 1.7390294E-01 1.8120291E-01 1.8854889E-01 1.9593815E-01 2.0336816E-01 2.1083662E-01 2.1834138E-01 2.2588049E-01 2.3345210E-01 2.4105454E-01 2.4868622E-01 2.5634570E-01 2.6403161E-01 2.7174270E-01 2.7947777E-01 2.8723573E-01 2.9501555E-01 3.0281625E-01 3.1063694E-01 3.1847676E-01 3.2633492E-01 3.3421065E-01 3.4210326E-01 3.5001207E-01 3.5793645E-01 3.6587581E-01 3.7382958E-01 3.8179724E-01 3.8977827E-01 3.9777220E-01 4.0577857E-01 4.1379696E-01 4.2182694E-01 4.2986814E-01 4.3792018E-01 4.4598271E-01 4.5405538E-01 4.6213789E-01 4.7022992E-01 4.7833118E-01 4.8644138E-01 4.9456027E-01 5.0268759E-01 5.1082309E-01 5.1896653E-01 5.2711769E-01 5.3527636E-01 5.4344232E-01 5.5161538E-01 5.5979535E-01 5.6798204E-01 5.7617528E-01 5.8437490E-01 5.9258073E-01 6.0079262E-01 6.0901041E-01 6.1723396E-01 6.2546313E-01 6.3369778E-01 6.4193778E-01 6.5018301E-01 6.5843334E-01 6.6668866E-01 6.7494884E-01 6.8321379E-01 6.9148339E-01 6.9975754E-01 7.0803614E-01 7.1631910E-01 7.2460632E-01 7.3289771E-01 7.4119318E-01 7.4949265E-01 7.5779603E-01 7.6610325E-01 7.7441423E-01 7.8272889E-01 7.9104716E-01 7.9936897E-01 8.0769425E-01 8.1602293E-01 8.2435495E-01 8.3269024E-01 8.4102875E-01 8.4937041E-01 8.5771516E-01 8.6606296E-01 8.7441373E-01 8.8276744E-01 8.9112402E-01 8.9948343E-01 9.0784562E-01 9.1621053E-01 9.2457813E-01 9.3294836E-01 9.4132119E-01 9.4969656E-01 9.5807444E-01 9.6645478E-01 9.7483755E-01 9.8322270E-01 9.9161020E-01 1.0000000E+00 -1.6500000E+00 1.7874388E+00 1.9429053E+00 2.1193749E+00 2.3204100E+00 2.5502944E+00 2.8142025E+00 3.1184122E+00 3.4705775E+00 3.8800751E+00 4.3584516E+00 4.9200000E+00 --5 -4 -3 -2 -1 21 1 2 3 4 5 - 0.0000000E+00 6.4734456E-01 2.6703102E+00 2.6726560E+00 2.6723580E+00 -2.9322403E+00 2.6737996E+00 2.6740981E+00 2.6697668E+00 6.4734457E-01 0.0000000E+00 - 0.0000000E+00 7.0205023E-01 2.7181618E+00 2.7205214E+00 2.7202196E+00 -9.4375867E-01 2.7216746E+00 2.7219771E+00 2.7176147E+00 7.0205024E-01 0.0000000E+00 - 0.0000000E+00 7.9267376E-01 2.8019857E+00 2.8043592E+00 2.8040534E+00 1.6974439E+00 2.8055218E+00 2.8058283E+00 2.8014348E+00 7.9267376E-01 0.0000000E+00 - 0.0000000E+00 9.2727047E-01 2.9298366E+00 2.9322242E+00 2.9319145E+00 5.1690915E+00 2.9333963E+00 2.9337068E+00 2.9292820E+00 9.2727048E-01 0.0000000E+00 - 0.0000000E+00 1.1148713E+00 3.1107454E+00 3.1131469E+00 3.1128332E+00 9.6880352E+00 3.1143287E+00 3.1146431E+00 3.1101870E+00 1.1148713E+00 0.0000000E+00 - 0.0000000E+00 1.3655514E+00 3.3547861E+00 3.3572018E+00 3.3568842E+00 1.5515902E+01 3.3583932E+00 3.3587116E+00 3.3542239E+00 1.3655514E+00 0.0000000E+00 - 0.0000000E+00 1.6905549E+00 3.6732016E+00 3.6756313E+00 3.6753096E+00 2.2965998E+01 3.6768323E+00 3.6771548E+00 3.6726356E+00 1.6905549E+00 0.0000000E+00 - 0.0000000E+00 2.1023678E+00 4.0784780E+00 4.0809217E+00 4.0805962E+00 3.2409561E+01 4.0821325E+00 4.0824590E+00 4.0779082E+00 2.1023678E+00 0.0000000E+00 - 0.0000000E+00 2.6147777E+00 4.5844008E+00 4.5868585E+00 4.5865289E+00 4.4282388E+01 4.5880790E+00 4.5884096E+00 4.5838272E+00 2.6147777E+00 0.0000000E+00 - 0.0000000E+00 3.2433246E+00 5.2065100E+00 5.2089822E+00 5.2086486E+00 5.9096092E+01 5.2102124E+00 5.2105471E+00 5.2059326E+00 3.2433246E+00 0.0000000E+00 - 0.0000000E+00 4.0048122E+00 5.9616078E+00 5.9640942E+00 5.9637565E+00 7.7439450E+01 5.9653342E+00 5.9656730E+00 5.9610266E+00 4.0048122E+00 0.0000000E+00 - 0.0000000E+00 4.9179892E+00 6.8684417E+00 6.8709424E+00 6.8706007E+00 9.9993235E+01 6.8721923E+00 6.8725351E+00 6.8678567E+00 4.9179893E+00 0.0000000E+00 - 0.0000000E+00 6.1979544E-01 2.5790559E+00 2.5815171E+00 2.5811889E+00 -2.9024625E+00 2.5827255E+00 2.5830545E+00 2.5784841E+00 6.1979544E-01 0.0000000E+00 - 0.0000000E+00 6.7311365E-01 2.6257409E+00 2.6282167E+00 2.6278844E+00 -9.7308029E-01 2.6294353E+00 2.6297685E+00 2.6251652E+00 6.7311366E-01 0.0000000E+00 - 0.0000000E+00 7.6120843E-01 2.7072552E+00 2.7097455E+00 2.7094090E+00 1.5908060E+00 2.7109744E+00 2.7113117E+00 2.7066755E+00 7.6120843E-01 0.0000000E+00 - 0.0000000E+00 8.9172106E-01 2.8312394E+00 2.8337444E+00 2.8334038E+00 4.9606251E+00 2.8349836E+00 2.8353251E+00 2.8306558E+00 8.9172106E-01 0.0000000E+00 - 0.0000000E+00 1.0731942E+00 3.0062361E+00 3.0087558E+00 3.0084109E+00 9.3448996E+00 3.0100052E+00 3.0103511E+00 3.0056485E+00 1.0731942E+00 0.0000000E+00 - 0.0000000E+00 1.3151354E+00 3.2417517E+00 3.2442863E+00 3.2439373E+00 1.4994480E+01 3.2455461E+00 3.2458962E+00 3.2411601E+00 1.3151354E+00 0.0000000E+00 - 0.0000000E+00 1.6281295E+00 3.5483701E+00 3.5509193E+00 3.5505661E+00 2.2208764E+01 3.5521895E+00 3.5525439E+00 3.5477745E+00 1.6281295E+00 0.0000000E+00 - 0.0000000E+00 2.0239071E+00 3.9378217E+00 3.9403857E+00 3.9400282E+00 3.1341484E+01 3.9416663E+00 3.9420250E+00 3.9372221E+00 2.0239071E+00 0.0000000E+00 - 0.0000000E+00 2.5154021E+00 4.4230385E+00 4.4256172E+00 4.4252555E+00 4.2806882E+01 4.4269083E+00 4.4272712E+00 4.4224349E+00 2.5154021E+00 0.0000000E+00 - 0.0000000E+00 3.1171455E+00 5.0185515E+00 5.0211453E+00 5.0207793E+00 5.7088934E+01 5.0224469E+00 5.0228142E+00 5.0179439E+00 3.1171455E+00 0.0000000E+00 - 0.0000000E+00 3.8448555E+00 5.7400773E+00 5.7426861E+00 5.7423158E+00 7.4744430E+01 5.7439982E+00 5.7443698E+00 5.7394656E+00 3.8448555E+00 0.0000000E+00 - 0.0000000E+00 4.7160314E+00 6.6051142E+00 6.6077380E+00 6.6073635E+00 9.6414807E+01 6.6090608E+00 6.6094367E+00 6.6044986E+00 4.7160314E+00 0.0000000E+00 - 0.0000000E+00 5.9332299E-01 2.4909419E+00 2.4935242E+00 2.4931639E+00 -2.8729166E+00 2.4948023E+00 2.4951634E+00 2.4903402E+00 5.9332300E-01 0.0000000E+00 - 0.0000000E+00 6.4532451E-01 2.5365236E+00 2.5391212E+00 2.5387566E+00 -9.9996998E-01 2.5404103E+00 2.5407759E+00 2.5359178E+00 6.4532451E-01 0.0000000E+00 - 0.0000000E+00 7.3099075E-01 2.6158210E+00 2.6184339E+00 2.6180648E+00 1.4898151E+00 2.6197340E+00 2.6201040E+00 2.6152110E+00 7.3099075E-01 0.0000000E+00 - 0.0000000E+00 8.5756409E-01 2.7360759E+00 2.7387042E+00 2.7383308E+00 4.7617161E+00 2.7400154E+00 2.7403899E+00 2.7354617E+00 8.5756409E-01 0.0000000E+00 - 0.0000000E+00 1.0331186E+00 2.9053622E+00 2.9080059E+00 2.9076280E+00 9.0161334E+00 2.9093282E+00 2.9097072E+00 2.9047439E+00 1.0331186E+00 0.0000000E+00 - 0.0000000E+00 1.2666188E+00 3.1326434E+00 3.1353028E+00 3.1349204E+00 1.4493426E+01 3.1366362E+00 3.1370197E+00 3.1320209E+00 1.2666188E+00 0.0000000E+00 - 0.0000000E+00 1.5680208E+00 3.4278747E+00 3.4305494E+00 3.4301626E+00 2.1479500E+01 3.4318940E+00 3.4322820E+00 3.4272479E+00 1.5680208E+00 0.0000000E+00 - 0.0000000E+00 1.9483366E+00 3.8020678E+00 3.8047581E+00 3.8043668E+00 3.0311151E+01 3.8061139E+00 3.8065065E+00 3.8014368E+00 1.9483366E+00 0.0000000E+00 - 0.0000000E+00 2.4196897E+00 4.2673445E+00 4.2700502E+00 4.2696544E+00 4.1381792E+01 4.2714172E+00 4.2718144E+00 4.2667093E+00 2.4196897E+00 0.0000000E+00 - 0.0000000E+00 2.9956570E+00 4.8372816E+00 4.8400031E+00 4.8396028E+00 5.5148904E+01 4.8413815E+00 4.8417832E+00 4.8366421E+00 2.9956570E+00 0.0000000E+00 - 0.0000000E+00 3.6909293E+00 5.5265684E+00 5.5293056E+00 5.5289008E+00 7.2138513E+01 5.5306953E+00 5.5311017E+00 5.5259247E+00 3.6909293E+00 0.0000000E+00 - 0.0000000E+00 4.5218268E+00 6.3515241E+00 6.3542771E+00 6.3538678E+00 9.2954408E+01 6.3556783E+00 6.3560892E+00 6.3508762E+00 4.5218268E+00 0.0000000E+00 - 0.0000000E+00 5.6788593E-01 2.4058567E+00 2.4085661E+00 2.4081719E+00 -2.8435815E+00 2.4099193E+00 2.4103145E+00 2.4052236E+00 5.6788592E-01 0.0000000E+00 - 0.0000000E+00 6.1863849E-01 2.4503957E+00 2.4531211E+00 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6.7370086E-01 5.4344154E-02 8.8067838E-03 0.0000000E+00 - 0.0000000E+00 9.6047225E-03 3.1517447E-02 7.4540021E-02 1.1307555E-01 8.0723013E-01 3.9159235E-01 6.6964931E-01 5.4150495E-02 9.6047212E-03 0.0000000E+00 - 0.0000000E+00 1.0358342E-02 3.1583503E-02 7.3576667E-02 1.1125273E-01 7.9188418E-01 3.8747489E-01 6.6544617E-01 5.3928403E-02 1.0358342E-02 0.0000000E+00 - 0.0000000E+00 1.1068732E-02 3.1624264E-02 7.2607050E-02 1.0943852E-01 7.7635639E-01 3.8331421E-01 6.6109698E-01 5.3678894E-02 1.1068731E-02 0.0000000E+00 - 0.0000000E+00 1.1737026E-02 3.1640482E-02 7.1631765E-02 1.0763343E-01 7.6068100E-01 3.7911345E-01 6.5660725E-01 5.3403017E-02 1.1737022E-02 0.0000000E+00 - 0.0000000E+00 1.2364350E-02 3.1632914E-02 7.0651422E-02 1.0583797E-01 7.4489050E-01 3.7487566E-01 6.5198240E-01 5.3101786E-02 1.2364354E-02 0.0000000E+00 - 0.0000000E+00 3.2291537E-03 2.8089351E-02 7.6379869E-02 1.1938632E-01 8.4881293E-01 4.1559115E-01 6.9943459E-01 5.2832638E-02 3.2291531E-03 0.0000000E+00 - 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3.2468237E-01 6.4765966E-01 3.3023029E-02 7.7681575E-03 0.0000000E+00 - 0.0000000E+00 8.0745623E-03 1.4394958E-02 3.4829510E-02 5.4755076E-02 4.0555335E-01 3.1872073E-01 6.3875287E-01 3.2543997E-02 8.0745657E-03 0.0000000E+00 - 0.0000000E+00 8.3560580E-03 1.4348436E-02 3.4076777E-02 5.3404194E-02 3.9543454E-01 3.1280719E-01 6.2982466E-01 3.2060722E-02 8.3560596E-03 0.0000000E+00 - 0.0000000E+00 8.6134852E-03 1.4290230E-02 3.3334559E-02 5.2080880E-02 3.8522949E-01 3.0694358E-01 6.2088094E-01 3.1573671E-02 8.6134876E-03 0.0000000E+00 - 0.0000000E+00 8.8477085E-03 1.4220847E-02 3.2602765E-02 5.0784599E-02 3.7496719E-01 3.0113160E-01 6.1192741E-01 3.1083323E-02 8.8477089E-03 0.0000000E+00 - 0.0000000E+00 5.0250569E-03 1.3261587E-02 3.8094164E-02 6.1764567E-02 4.5319122E-01 3.6053943E-01 7.0591905E-01 3.4523019E-02 5.0250569E-03 0.0000000E+00 - 0.0000000E+00 5.4917587E-03 1.3319314E-02 3.7291528E-02 6.0247658E-02 4.4532519E-01 3.5414981E-01 6.9685941E-01 3.4075711E-02 5.4917593E-03 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6.8310094E-01 3.1948889E-02 6.0252649E-03 0.0000000E+00 - 0.0000000E+00 6.4026993E-03 1.2426987E-02 3.2851490E-02 5.2919512E-02 4.0550654E-01 3.3380580E-01 6.7350307E-01 3.1487273E-02 6.4027002E-03 0.0000000E+00 - 0.0000000E+00 6.7533769E-03 1.2441383E-02 3.2127848E-02 5.1576376E-02 3.9699799E-01 3.2743754E-01 6.6388219E-01 3.1021854E-02 6.7533870E-03 0.0000000E+00 - 0.0000000E+00 7.0780478E-03 1.2442960E-02 3.1415699E-02 5.0263050E-02 3.8822555E-01 3.2112641E-01 6.5424510E-01 3.0552957E-02 7.0780412E-03 0.0000000E+00 - 0.0000000E+00 7.3775209E-03 1.2432139E-02 3.0714838E-02 4.8978876E-02 3.7922659E-01 3.1487453E-01 6.4459864E-01 3.0081009E-02 7.3775309E-03 0.0000000E+00 - 0.0000000E+00 7.6525776E-03 1.2409328E-02 3.0025035E-02 4.7723123E-02 3.7003784E-01 3.0868370E-01 6.3494916E-01 2.9606339E-02 7.6525755E-03 0.0000000E+00 - 0.0000000E+00 7.9040504E-03 1.2374979E-02 2.9346119E-02 4.6495172E-02 3.6069505E-01 3.0255569E-01 6.2530289E-01 2.9129363E-02 7.9040479E-03 0.0000000E+00 - 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9.7612037E-03 2.0780028E-02 3.3096293E-02 2.7935835E-01 2.5923426E-01 5.6930036E-01 2.3124752E-02 8.1437883E-03 0.0000000E+00 - 0.0000000E+00 5.8018866E-03 9.1434522E-03 2.4646030E-02 4.1006057E-02 3.5262322E-01 3.2174119E-01 6.7983348E-01 2.6613099E-02 5.8018860E-03 0.0000000E+00 - 0.0000000E+00 6.1171008E-03 9.1952099E-03 2.4075057E-02 3.9904525E-02 3.4596257E-01 3.1484034E-01 6.6863333E-01 2.6171426E-02 6.1170997E-03 0.0000000E+00 - 0.0000000E+00 6.4073138E-03 9.2339409E-03 2.3514342E-02 3.8830107E-02 3.3888088E-01 3.0802436E-01 6.5746309E-01 2.5728522E-02 6.4073135E-03 0.0000000E+00 - 0.0000000E+00 6.6733555E-03 9.2601127E-03 2.2963625E-02 3.7782072E-02 3.3143032E-01 3.0129504E-01 6.4632981E-01 2.5284701E-02 6.6733552E-03 0.0000000E+00 - 0.0000000E+00 6.9160904E-03 9.2742059E-03 2.2422706E-02 3.6759765E-02 3.2366196E-01 2.9465403E-01 6.3524023E-01 2.4840309E-02 6.9160902E-03 0.0000000E+00 - 0.0000000E+00 7.1363695E-03 9.2766919E-03 2.1891335E-02 3.5762443E-02 3.1562519E-01 2.8810267E-01 6.2420060E-01 2.4395649E-02 7.1363622E-03 0.0000000E+00 - 0.0000000E+00 7.3350693E-03 9.2680745E-03 2.1369367E-02 3.4789506E-02 3.0736750E-01 2.8164226E-01 6.1321704E-01 2.3951090E-02 7.3350739E-03 0.0000000E+00 - 0.0000000E+00 7.5130420E-03 9.2488376E-03 2.0856589E-02 3.3840265E-02 2.9893414E-01 2.7527374E-01 6.0229502E-01 2.3506907E-02 7.5130411E-03 0.0000000E+00 - 0.0000000E+00 7.6711741E-03 9.2195179E-03 2.0352880E-02 3.2914155E-02 2.9036800E-01 2.6899805E-01 5.9143989E-01 2.3063454E-02 7.6711732E-03 0.0000000E+00 - 0.0000000E+00 7.8103045E-03 9.1805868E-03 1.9858057E-02 3.2010542E-02 2.8170933E-01 2.6281584E-01 5.8065657E-01 2.2621027E-02 7.8103035E-03 0.0000000E+00 - 0.0000000E+00 7.9313140E-03 9.1325750E-03 1.9372012E-02 3.1128881E-02 2.7299577E-01 2.5672767E-01 5.6994961E-01 2.2179959E-02 7.9313137E-03 0.0000000E+00 - 0.0000000E+00 8.0350455E-03 9.0759983E-03 1.8894618E-02 3.0268620E-02 2.6426225E-01 2.5073400E-01 5.5932341E-01 2.1740554E-02 8.0350436E-03 0.0000000E+00 - 0.0000000E+00 5.9453991E-03 8.5036907E-03 2.2423145E-02 3.7575491E-02 3.3764849E-01 3.1341229E-01 6.7247716E-01 2.5167926E-02 5.9453987E-03 0.0000000E+00 - 0.0000000E+00 6.2341540E-03 8.5554563E-03 2.1900336E-02 3.6556976E-02 3.3102980E-01 3.0645870E-01 6.6091681E-01 2.4735461E-02 6.2341540E-03 0.0000000E+00 - 0.0000000E+00 6.4986579E-03 8.5943304E-03 2.1386879E-02 3.5563804E-02 3.2399080E-01 2.9959808E-01 6.4940402E-01 2.4302270E-02 6.4986565E-03 0.0000000E+00 - 0.0000000E+00 6.7397743E-03 8.6208143E-03 2.0882509E-02 3.4595275E-02 3.1658716E-01 2.9283195E-01 6.3794549E-01 2.3868649E-02 6.7397671E-03 0.0000000E+00 - 0.0000000E+00 6.9583960E-03 8.6354019E-03 2.0387111E-02 3.3650769E-02 3.0887277E-01 2.8616180E-01 6.2654784E-01 2.3434957E-02 6.9583968E-03 0.0000000E+00 - 0.0000000E+00 7.1554095E-03 8.6386182E-03 1.9900466E-02 3.2729620E-02 3.0089940E-01 2.7958874E-01 6.1521704E-01 2.3001514E-02 7.1554093E-03 0.0000000E+00 - 0.0000000E+00 7.3316796E-03 8.6309606E-03 1.9422408E-02 3.1831204E-02 2.9271646E-01 2.7311377E-01 6.0395880E-01 2.2568629E-02 7.3316798E-03 0.0000000E+00 - 0.0000000E+00 7.4881044E-03 8.6129604E-03 1.8952787E-02 3.0954919E-02 2.8437065E-01 2.6673768E-01 5.9277842E-01 2.2136626E-02 7.4881058E-03 0.0000000E+00 - 0.0000000E+00 7.6255642E-03 8.5851600E-03 1.8491462E-02 3.0100201E-02 2.7590596E-01 2.6046112E-01 5.8168088E-01 2.1705830E-02 7.6255680E-03 0.0000000E+00 - 0.0000000E+00 7.7449122E-03 8.5480434E-03 1.8038343E-02 2.9266487E-02 2.6736334E-01 2.5428451E-01 5.7067073E-01 2.1276514E-02 7.7449152E-03 0.0000000E+00 - 0.0000000E+00 7.8470156E-03 8.5021577E-03 1.7593251E-02 2.8453219E-02 2.5878084E-01 2.4820823E-01 5.5975234E-01 2.0848999E-02 7.8470123E-03 0.0000000E+00 - 0.0000000E+00 7.9327320E-03 8.4480169E-03 1.7156143E-02 2.7659918E-02 2.5019348E-01 2.4223241E-01 5.4892956E-01 2.0423597E-02 7.9327342E-03 0.0000000E+00 - 0.0000000E+00 6.0840418E-03 7.9176787E-03 2.0354089E-02 3.4382570E-02 3.2399520E-01 3.0494279E-01 6.6446383E-01 2.3774352E-02 6.0840415E-03 0.0000000E+00 - 0.0000000E+00 6.3472554E-03 7.9694519E-03 1.9878717E-02 3.3445150E-02 3.1735848E-01 2.9795237E-01 6.5256875E-01 2.3352944E-02 6.3472553E-03 0.0000000E+00 - 0.0000000E+00 6.5869622E-03 8.0084489E-03 1.9411669E-02 3.2531148E-02 3.1030808E-01 2.9106264E-01 6.4073874E-01 2.2931182E-02 6.5869619E-03 0.0000000E+00 - 0.0000000E+00 6.8040730E-03 8.0352077E-03 1.8952740E-02 3.1639931E-02 3.0290264E-01 2.8427499E-01 6.2898038E-01 2.2509404E-02 6.8040731E-03 0.0000000E+00 - 0.0000000E+00 6.9994936E-03 8.0502514E-03 1.8501829E-02 3.0770904E-02 2.9519851E-01 2.7759062E-01 6.1730000E-01 2.2087953E-02 6.9994991E-03 0.0000000E+00 - 0.0000000E+00 7.1741241E-03 8.0541196E-03 1.8058766E-02 2.9923453E-02 2.8724944E-01 2.7101039E-01 6.0570318E-01 2.1667117E-02 7.1741162E-03 0.0000000E+00 - 0.0000000E+00 7.3288814E-03 8.0473660E-03 1.7623432E-02 2.9097039E-02 2.7910627E-01 2.6453514E-01 5.9419543E-01 2.1247273E-02 7.3288873E-03 0.0000000E+00 - 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3.0564490E-02 3.0480015E-01 2.8934098E-01 6.4361629E-01 2.2025576E-02 6.4557475E-03 0.0000000E+00 - 0.0000000E+00 6.6714132E-03 7.4730545E-03 1.7585488E-02 2.9726894E-02 2.9769065E-01 2.8243707E-01 6.3149416E-01 2.1616595E-02 6.6714146E-03 0.0000000E+00 - 0.0000000E+00 6.8652833E-03 7.4998812E-03 1.7170573E-02 2.8910111E-02 2.9024081E-01 2.7564253E-01 6.1946115E-01 2.1207930E-02 6.8652772E-03 0.0000000E+00 - 0.0000000E+00 7.0382945E-03 7.5151988E-03 1.6762709E-02 2.8113665E-02 2.8250906E-01 2.6895827E-01 6.0752316E-01 2.0799903E-02 7.0383010E-03 0.0000000E+00 - 0.0000000E+00 7.1913590E-03 7.5195553E-03 1.6361733E-02 2.7336957E-02 2.7455067E-01 2.6238492E-01 5.9568550E-01 2.0392816E-02 7.1913598E-03 0.0000000E+00 - 0.0000000E+00 7.3253988E-03 7.5135219E-03 1.5967551E-02 2.6579490E-02 2.6641763E-01 2.5592302E-01 5.8395322E-01 1.9987020E-02 7.3254085E-03 0.0000000E+00 - 0.0000000E+00 7.4413094E-03 7.4976451E-03 1.5580069E-02 2.5840737E-02 2.5815840E-01 2.4957288E-01 5.7233098E-01 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2.3797691E-01 2.3477732E-01 5.4978434E-01 1.8012140E-02 7.4980688E-03 0.0000000E+00 - 0.0000000E+00 7.5630542E-03 6.9546048E-03 1.3419966E-02 2.2295210E-02 2.2965168E-01 2.2869454E-01 5.3824171E-01 1.7627500E-02 7.5630570E-03 0.0000000E+00 - 0.0000000E+00 7.6133929E-03 6.9140859E-03 1.3088009E-02 2.1668663E-02 2.2134635E-01 2.2272857E-01 5.2683520E-01 1.7245498E-02 7.6133945E-03 0.0000000E+00 - 0.0000000E+00 7.6499299E-03 6.8661940E-03 1.2761699E-02 2.1057482E-02 2.1309426E-01 2.1687890E-01 5.1556764E-01 1.6866415E-02 7.6499344E-03 0.0000000E+00 - 0.0000000E+00 6.4661127E-03 6.4540414E-03 1.5044907E-02 2.6185894E-02 2.8945425E-01 2.7889109E-01 6.3676403E-01 1.9922809E-02 6.4661127E-03 0.0000000E+00 - 0.0000000E+00 6.6570255E-03 6.5043685E-03 1.4702611E-02 2.5473579E-02 2.8246610E-01 2.7188027E-01 6.2401861E-01 1.9542142E-02 6.6570189E-03 0.0000000E+00 - 0.0000000E+00 6.8268144E-03 6.5423512E-03 1.4365305E-02 2.4778550E-02 2.7511757E-01 2.6499168E-01 6.1139124E-01 1.9161827E-02 6.8268151E-03 0.0000000E+00 - 0.0000000E+00 6.9764579E-03 6.5685771E-03 1.4032927E-02 2.4100334E-02 2.6747360E-01 2.5822591E-01 5.9888740E-01 1.8782234E-02 6.9764586E-03 0.0000000E+00 - 0.0000000E+00 7.1069121E-03 6.5836798E-03 1.3705469E-02 2.3438530E-02 2.5959526E-01 2.5158336E-01 5.8651219E-01 1.8403673E-02 7.1069101E-03 0.0000000E+00 - 0.0000000E+00 7.2191395E-03 6.5882777E-03 1.3382924E-02 2.2792739E-02 2.5153946E-01 2.4506420E-01 5.7427028E-01 1.8026490E-02 7.2191379E-03 0.0000000E+00 - 0.0000000E+00 7.3140608E-03 6.5829641E-03 1.3065269E-02 2.2162564E-02 2.4335890E-01 2.3866846E-01 5.6216593E-01 1.7650998E-02 7.3140610E-03 0.0000000E+00 - 0.0000000E+00 7.3925914E-03 6.5683241E-03 1.2752468E-02 2.1547608E-02 2.3510200E-01 2.3239589E-01 5.5020287E-01 1.7277469E-02 7.3925951E-03 0.0000000E+00 - 0.0000000E+00 7.4556245E-03 6.5449386E-03 1.2444526E-02 2.0947507E-02 2.2681299E-01 2.2624610E-01 5.3838448E-01 1.6906223E-02 7.4556252E-03 0.0000000E+00 - 0.0000000E+00 7.5040085E-03 6.5133588E-03 1.2141423E-02 2.0361901E-02 2.1853183E-01 2.2021858E-01 5.2671381E-01 1.6537489E-02 7.5040119E-03 0.0000000E+00 - 0.0000000E+00 7.5386067E-03 6.4741424E-03 1.1843168E-02 1.9790452E-02 2.1029453E-01 2.1431262E-01 5.1519347E-01 1.6171557E-02 7.5386098E-03 0.0000000E+00 - 0.0000000E+00 7.5602410E-03 6.4278258E-03 1.1549744E-02 1.9232826E-02 2.0213316E-01 2.0852744E-01 5.0382577E-01 1.5808670E-02 7.5602425E-03 0.0000000E+00 - 0.0000000E+00 6.5806512E-03 6.0553829E-03 1.3562554E-02 2.3894084E-02 2.7962132E-01 2.7005686E-01 6.2641064E-01 1.8753569E-02 6.5806513E-03 0.0000000E+00 - 0.0000000E+00 6.7487961E-03 6.1045324E-03 1.3260399E-02 2.3249172E-02 2.7243707E-01 2.6306835E-01 6.1343543E-01 1.8388163E-02 6.7487962E-03 0.0000000E+00 - 0.0000000E+00 6.8966426E-03 6.1414619E-03 1.2962066E-02 2.2619432E-02 2.6492120E-01 2.5620850E-01 6.0059558E-01 1.8023192E-02 6.8966364E-03 0.0000000E+00 - 0.0000000E+00 7.0252039E-03 6.1668717E-03 1.2667593E-02 2.2004526E-02 2.5713971E-01 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9.7458601E-03 1.3823416E-01 1.4776168E-01 4.1289239E-01 9.3347209E-03 6.8782162E-03 0.0000000E+00 - 0.0000000E+00 6.8005407E-03 3.9506144E-03 5.0986794E-03 9.4916098E-03 1.3074419E-01 1.4281119E-01 4.0138199E-01 9.1015972E-03 6.8005390E-03 0.0000000E+00 - 0.0000000E+00 6.7171144E-03 3.9036904E-03 4.9965195E-03 9.2411370E-03 1.2354430E-01 1.3800324E-01 3.9012300E-01 8.8711721E-03 6.7171160E-03 0.0000000E+00 - 0.0000000E+00 7.2415259E-03 3.9722484E-03 5.5496954E-03 1.1377428E-02 2.0861797E-01 1.9054482E-01 5.1433980E-01 1.0867037E-02 7.2415253E-03 0.0000000E+00 - 0.0000000E+00 7.2299461E-03 3.9858486E-03 5.4774553E-03 1.1118799E-02 1.9923683E-01 1.8431802E-01 5.0051700E-01 1.0632443E-02 7.2299455E-03 0.0000000E+00 - 0.0000000E+00 7.2068261E-03 3.9905674E-03 5.4019101E-03 1.0861661E-02 1.8995348E-01 1.7825930E-01 4.8696603E-01 1.0398114E-02 7.2068255E-03 0.0000000E+00 - 0.0000000E+00 7.1730508E-03 3.9871095E-03 5.3233989E-03 1.0606294E-02 1.8081423E-01 1.7236644E-01 4.7368725E-01 1.0164401E-02 7.1730503E-03 0.0000000E+00 - 0.0000000E+00 7.1294605E-03 3.9760978E-03 5.2422638E-03 1.0352921E-02 1.7185850E-01 1.6663695E-01 4.6068036E-01 9.9316236E-03 7.1294544E-03 0.0000000E+00 - 0.0000000E+00 7.0768444E-03 3.9581393E-03 5.1588275E-03 1.0101777E-02 1.6311929E-01 1.6106820E-01 4.4794458E-01 9.7000819E-03 7.0768374E-03 0.0000000E+00 - 0.0000000E+00 7.0159737E-03 3.9338227E-03 5.0733635E-03 9.8530753E-03 1.5462373E-01 1.5565747E-01 4.3547886E-01 9.4700674E-03 7.0159773E-03 0.0000000E+00 - 0.0000000E+00 6.9475551E-03 3.9036846E-03 4.9861817E-03 9.6069830E-03 1.4639360E-01 1.5040179E-01 4.2328147E-01 9.2417965E-03 6.9475540E-03 0.0000000E+00 - 0.0000000E+00 6.8722878E-03 3.8682595E-03 4.8975272E-03 9.3636967E-03 1.3844583E-01 1.4529827E-01 4.1135065E-01 9.0155333E-03 6.8722853E-03 0.0000000E+00 - 0.0000000E+00 6.7908055E-03 3.8280261E-03 4.8076453E-03 9.1233638E-03 1.3079290E-01 1.4034384E-01 3.9968412E-01 8.7914764E-03 6.7908008E-03 0.0000000E+00 - 0.0000000E+00 6.7037316E-03 3.7834612E-03 4.7167940E-03 8.8861467E-03 1.2344362E-01 1.3553538E-01 3.8827937E-01 8.5698287E-03 6.7037271E-03 0.0000000E+00 - 0.0000000E+00 6.6116496E-03 3.7350088E-03 4.6251836E-03 8.6521830E-03 1.1640323E-01 1.3086977E-01 3.7713367E-01 8.3507859E-03 6.6116524E-03 0.0000000E+00 - 0.0000000E+00 7.2673711E-03 3.8607151E-03 5.1154750E-03 1.0678635E-02 2.0137130E-01 1.8199529E-01 5.0040718E-01 1.0268790E-02 7.2673699E-03 0.0000000E+00 - 0.0000000E+00 7.2388024E-03 3.8678703E-03 5.0544930E-03 1.0438896E-02 1.9181643E-01 1.7590658E-01 4.8662202E-01 1.0045270E-02 7.2388013E-03 0.0000000E+00 - 0.0000000E+00 7.1997603E-03 3.8667360E-03 4.9899611E-03 1.0200009E-02 1.8241455E-01 1.6998801E-01 4.7312062E-01 9.8220051E-03 7.1997537E-03 0.0000000E+00 - 0.0000000E+00 7.1510855E-03 3.8579607E-03 4.9221844E-03 9.9622721E-03 1.7320697E-01 1.6423707E-01 4.5990280E-01 9.5993148E-03 7.1510787E-03 0.0000000E+00 - 0.0000000E+00 7.0935807E-03 3.8421683E-03 4.8515287E-03 9.7259588E-03 1.6422822E-01 1.5865099E-01 4.4696758E-01 9.3775446E-03 7.0935860E-03 0.0000000E+00 - 0.0000000E+00 7.0279939E-03 3.8199319E-03 4.7783148E-03 9.4913008E-03 1.5550658E-01 1.5322681E-01 4.3431355E-01 9.1569327E-03 7.0279892E-03 0.0000000E+00 - 0.0000000E+00 6.9550588E-03 3.7918188E-03 4.7028519E-03 9.2585765E-03 1.4706461E-01 1.4796162E-01 4.2193909E-01 8.9377972E-03 6.9550629E-03 0.0000000E+00 - 0.0000000E+00 6.8754498E-03 3.7583480E-03 4.6254145E-03 9.0279642E-03 1.3891972E-01 1.4285221E-01 4.0984195E-01 8.7203489E-03 6.8754511E-03 0.0000000E+00 - 0.0000000E+00 6.7898199E-03 3.7200258E-03 4.5462827E-03 8.7996952E-03 1.3108476E-01 1.3789545E-01 3.9801976E-01 8.5048312E-03 6.7898217E-03 0.0000000E+00 - 0.0000000E+00 6.6987753E-03 3.6773114E-03 4.4657086E-03 8.5739421E-03 1.2356836E-01 1.3308804E-01 3.8646971E-01 8.2914475E-03 6.6987757E-03 0.0000000E+00 - 0.0000000E+00 6.6029034E-03 3.6306657E-03 4.3839504E-03 8.3508875E-03 1.1637571E-01 1.2842669E-01 3.7518879E-01 8.0803924E-03 6.6029006E-03 0.0000000E+00 - 0.0000000E+00 6.5027489E-03 3.5805070E-03 4.3012379E-03 8.1306996E-03 1.0950876E-01 1.2390807E-01 3.6417376E-01 7.8718456E-03 6.5027485E-03 0.0000000E+00 - 0.0000000E+00 7.2826030E-03 3.7637578E-03 4.7434307E-03 1.0073184E-02 1.9409321E-01 1.7355484E-01 4.8630331E-01 9.7200323E-03 7.2826024E-03 0.0000000E+00 - 0.0000000E+00 7.2377430E-03 3.7641904E-03 4.6914701E-03 9.8483890E-03 1.8439788E-01 1.6761291E-01 4.7258018E-01 9.5065699E-03 7.2377425E-03 0.0000000E+00 - 0.0000000E+00 7.1834731E-03 3.7569340E-03 4.6357596E-03 9.6239716E-03 1.7490966E-01 1.6184269E-01 4.5915203E-01 9.2933586E-03 7.1834728E-03 0.0000000E+00 - 0.0000000E+00 7.1205834E-03 3.7426029E-03 4.5766527E-03 9.4002566E-03 1.6566451E-01 1.5624132E-01 4.4601788E-01 9.0806998E-03 7.1205827E-03 0.0000000E+00 - 0.0000000E+00 7.0498408E-03 3.7218086E-03 4.5144907E-03 9.1775489E-03 1.5669180E-01 1.5080577E-01 4.3317622E-01 8.8689234E-03 7.0498371E-03 0.0000000E+00 - 0.0000000E+00 6.9719569E-03 3.6950982E-03 4.4496078E-03 8.9561343E-03 1.4801484E-01 1.4553293E-01 4.2062518E-01 8.6582990E-03 6.9719569E-03 0.0000000E+00 - 0.0000000E+00 6.8876121E-03 3.6630024E-03 4.3822901E-03 8.7362568E-03 1.3965145E-01 1.4041949E-01 4.0836230E-01 8.4490775E-03 6.8876132E-03 0.0000000E+00 - 0.0000000E+00 6.7974571E-03 3.6260265E-03 4.3128560E-03 8.5181643E-03 1.3161463E-01 1.3546213E-01 3.9638496E-01 8.2415115E-03 6.7974568E-03 0.0000000E+00 - 0.0000000E+00 6.7021008E-03 3.5846530E-03 4.2415882E-03 8.3020943E-03 1.2391305E-01 1.3065743E-01 3.8469013E-01 8.0358147E-03 6.7021016E-03 0.0000000E+00 - 0.0000000E+00 6.6021108E-03 3.5393135E-03 4.1687080E-03 8.0882322E-03 1.1655147E-01 1.2600194E-01 3.7327456E-01 7.8321845E-03 6.6021114E-03 0.0000000E+00 - 0.0000000E+00 6.4980343E-03 3.4904428E-03 4.0945033E-03 7.8767799E-03 1.0953153E-01 1.2149216E-01 3.6213466E-01 7.6308113E-03 6.4980330E-03 0.0000000E+00 - 0.0000000E+00 6.3903866E-03 3.4384404E-03 4.0191849E-03 7.6679175E-03 1.0285188E-01 1.1712458E-01 3.5126671E-01 7.4318748E-03 6.3903872E-03 0.0000000E+00 - 0.0000000E+00 7.2869703E-03 3.6788938E-03 4.4260398E-03 9.5489266E-03 1.8676621E-01 1.6523633E-01 4.7206177E-01 9.2183547E-03 7.2869710E-03 0.0000000E+00 - 0.0000000E+00 7.2265234E-03 3.6723702E-03 4.3810837E-03 9.3354654E-03 1.7696736E-01 1.5944921E-01 4.5842414E-01 9.0138710E-03 7.2265241E-03 0.0000000E+00 - 0.0000000E+00 7.1577219E-03 3.6587981E-03 4.3322473E-03 9.1220936E-03 1.6742793E-01 1.5383484E-01 4.4509185E-01 8.8096427E-03 7.1577184E-03 0.0000000E+00 - 0.0000000E+00 7.0813231E-03 3.6387576E-03 4.2799705E-03 8.9091838E-03 1.5817830E-01 1.4839009E-01 4.3206329E-01 8.6059877E-03 7.0813232E-03 0.0000000E+00 - 0.0000000E+00 6.9980317E-03 3.6128114E-03 4.2245192E-03 8.6970203E-03 1.4924242E-01 1.4311167E-01 4.1933632E-01 8.4032011E-03 6.9980359E-03 0.0000000E+00 - 0.0000000E+00 6.9085265E-03 3.5814905E-03 4.1662711E-03 8.4859028E-03 1.4063848E-01 1.3799615E-01 4.0690833E-01 8.2015353E-03 6.9085222E-03 0.0000000E+00 - 0.0000000E+00 6.8134450E-03 3.5452970E-03 4.1055134E-03 8.2761269E-03 1.3237953E-01 1.3304011E-01 3.9477652E-01 8.0012704E-03 6.8134455E-03 0.0000000E+00 - 0.0000000E+00 6.7133957E-03 3.5047140E-03 4.0425370E-03 8.0679313E-03 1.2447407E-01 1.2823993E-01 3.8293757E-01 7.8026174E-03 6.7133968E-03 0.0000000E+00 - 0.0000000E+00 6.6089440E-03 3.4601781E-03 3.9776266E-03 7.8615588E-03 1.1692659E-01 1.2359203E-01 3.7138796E-01 7.6057939E-03 6.6089468E-03 0.0000000E+00 - 0.0000000E+00 6.5006190E-03 3.4121123E-03 3.9110209E-03 7.6572123E-03 1.0973806E-01 1.1909276E-01 3.6012388E-01 7.4109909E-03 6.5006229E-03 0.0000000E+00 - 0.0000000E+00 6.3889377E-03 3.3609270E-03 3.8429927E-03 7.4551086E-03 1.0290660E-01 1.1473842E-01 3.4914123E-01 7.2183891E-03 6.3889371E-03 0.0000000E+00 - 0.0000000E+00 6.2743733E-03 3.3069943E-03 3.7737575E-03 7.2554276E-03 9.6427702E-02 1.1052535E-01 3.3843582E-01 7.0281614E-03 6.2743707E-03 0.0000000E+00 - 0.0000000E+00 7.2802371E-03 3.6037819E-03 4.1562074E-03 9.0941394E-03 1.7938041E-01 1.5705230E-01 4.5771566E-01 8.7611225E-03 7.2802371E-03 0.0000000E+00 - 0.0000000E+00 7.2049608E-03 3.5902025E-03 4.1164671E-03 8.8888559E-03 1.6951779E-01 1.5142755E-01 4.4418664E-01 8.5645269E-03 7.2049608E-03 0.0000000E+00 - 0.0000000E+00 7.1223760E-03 3.5702097E-03 4.0728667E-03 8.6835514E-03 1.5996449E-01 1.4597608E-01 4.3097247E-01 8.3682240E-03 7.1223761E-03 0.0000000E+00 - 0.0000000E+00 7.0331896E-03 3.5443659E-03 4.0258019E-03 8.4785958E-03 1.5074502E-01 1.4069444E-01 4.1807072E-01 8.1725211E-03 7.0331891E-03 0.0000000E+00 - 0.0000000E+00 6.9380625E-03 3.5131925E-03 3.9755632E-03 8.2742934E-03 1.4187781E-01 1.3557913E-01 4.0547878E-01 7.9776962E-03 6.9380659E-03 0.0000000E+00 - 0.0000000E+00 6.8376311E-03 3.4771955E-03 3.9224751E-03 8.0709475E-03 1.3337590E-01 1.3062649E-01 3.9319344E-01 7.7840006E-03 6.8376262E-03 0.0000000E+00 - 0.0000000E+00 6.7324895E-03 3.4368447E-03 3.8668651E-03 7.8688619E-03 1.2524750E-01 1.2583287E-01 3.8121130E-01 7.5916969E-03 6.7324874E-03 0.0000000E+00 - 0.0000000E+00 6.6231958E-03 3.3925898E-03 3.8089881E-03 7.6682766E-03 1.1749663E-01 1.2119448E-01 3.6952857E-01 7.4009924E-03 6.6231972E-03 0.0000000E+00 - 0.0000000E+00 6.5102864E-03 3.3448492E-03 3.7491525E-03 7.4694401E-03 1.1012373E-01 1.1670750E-01 3.5814109E-01 7.2121004E-03 6.5102859E-03 0.0000000E+00 - 0.0000000E+00 6.3942467E-03 3.2940185E-03 3.6875745E-03 7.2725725E-03 1.0312601E-01 1.1236814E-01 3.4704460E-01 7.0251922E-03 6.3942441E-03 0.0000000E+00 - 0.0000000E+00 6.2755532E-03 3.2404730E-03 3.6245264E-03 7.0778806E-03 9.6498207E-02 1.0817256E-01 3.3623458E-01 6.8404635E-03 6.2755553E-03 0.0000000E+00 - 0.0000000E+00 6.1546444E-03 3.1845667E-03 3.5602308E-03 6.8855513E-03 9.0232783E-02 1.0411692E-01 3.2570628E-01 6.6580560E-03 6.1546406E-03 0.0000000E+00 - 0.0000000E+00 7.2621801E-03 3.5361727E-03 3.9273853E-03 8.6976499E-03 1.7193327E-01 1.4901467E-01 4.4329721E-01 8.3454797E-03 7.2621792E-03 0.0000000E+00 - 0.0000000E+00 7.1727983E-03 3.5154502E-03 3.8913350E-03 8.4977679E-03 1.6204872E-01 1.4355909E-01 4.2989877E-01 8.1556203E-03 7.1727975E-03 0.0000000E+00 - 0.0000000E+00 7.0771475E-03 3.4889785E-03 3.8515056E-03 8.2979153E-03 1.5252029E-01 1.3827673E-01 4.1682355E-01 7.9661278E-03 7.0771473E-03 0.0000000E+00 - 0.0000000E+00 6.9758846E-03 3.4572916E-03 3.8082303E-03 8.0984533E-03 1.4336652E-01 1.3316398E-01 4.0406876E-01 7.7772865E-03 6.9758800E-03 0.0000000E+00 - 0.0000000E+00 6.8696282E-03 3.4208717E-03 3.7618494E-03 7.8996955E-03 1.3460031E-01 1.2821705E-01 3.9163104E-01 7.5893806E-03 6.8696242E-03 0.0000000E+00 - 0.0000000E+00 6.7589586E-03 3.3801856E-03 3.7126655E-03 7.7019511E-03 1.2622949E-01 1.2343212E-01 3.7950674E-01 7.4026432E-03 6.7589527E-03 0.0000000E+00 - 0.0000000E+00 6.6444259E-03 3.3356725E-03 3.6609762E-03 7.5055040E-03 1.1825751E-01 1.1880528E-01 3.6769180E-01 7.2173168E-03 6.6444245E-03 0.0000000E+00 - 0.0000000E+00 6.5265496E-03 3.2877531E-03 3.6070474E-03 7.3106022E-03 1.1068403E-01 1.1433257E-01 3.5618188E-01 7.0336044E-03 6.5265506E-03 0.0000000E+00 - 0.0000000E+00 6.4058191E-03 3.2368204E-03 3.5511607E-03 7.1174918E-03 1.0350550E-01 1.1001003E-01 3.4497242E-01 6.8517062E-03 6.4058184E-03 0.0000000E+00 - 0.0000000E+00 6.2826812E-03 3.1832253E-03 3.4935589E-03 6.9263870E-03 9.6715539E-02 1.0583367E-01 3.3405856E-01 6.6717971E-03 6.2826838E-03 0.0000000E+00 - 0.0000000E+00 6.1575750E-03 3.1273331E-03 3.4344755E-03 6.7374926E-03 9.0305674E-02 1.0179951E-01 3.2343537E-01 6.4940441E-03 6.1575764E-03 0.0000000E+00 - 0.0000000E+00 6.0309000E-03 3.0694656E-03 3.3741331E-03 6.5509935E-03 8.4265479E-02 9.7903628E-02 3.1309769E-01 6.3186059E-03 6.0308971E-03 0.0000000E+00 - 0.0000000E+00 7.2326029E-03 3.4739790E-03 3.7336279E-03 8.3490073E-03 1.6442909E-01 1.4113503E-01 4.2883813E-01 7.9684082E-03 7.2326025E-03 0.0000000E+00 - 0.0000000E+00 7.1299238E-03 3.4461802E-03 3.7000047E-03 8.1522448E-03 1.5456566E-01 1.3585473E-01 4.1559092E-01 7.7842049E-03 7.1299235E-03 0.0000000E+00 - 0.0000000E+00 7.0219939E-03 3.4133120E-03 3.6627358E-03 7.9557029E-03 1.4510149E-01 1.3074713E-01 4.0267458E-01 7.6004576E-03 7.0219889E-03 0.0000000E+00 - 0.0000000E+00 6.9094226E-03 3.3758543E-03 3.6221377E-03 7.7597390E-03 1.3604917E-01 1.2580839E-01 3.9008572E-01 7.4174619E-03 6.9094184E-03 0.0000000E+00 - 0.0000000E+00 6.7927785E-03 3.3342626E-03 3.5785251E-03 7.5646427E-03 1.2741606E-01 1.2103449E-01 3.7782032E-01 7.2354703E-03 6.7927732E-03 0.0000000E+00 - 0.0000000E+00 6.6725885E-03 3.2889622E-03 3.5321827E-03 7.3707209E-03 1.1920491E-01 1.1642142E-01 3.6587424E-01 7.0547135E-03 6.6725851E-03 0.0000000E+00 - 0.0000000E+00 6.5493644E-03 3.2403694E-03 3.4834120E-03 7.1782511E-03 1.1141449E-01 1.1196509E-01 3.5424290E-01 6.8754176E-03 6.5493652E-03 0.0000000E+00 - 0.0000000E+00 6.4235749E-03 3.1888566E-03 3.4324629E-03 6.9874678E-03 1.0404026E-01 1.0766135E-01 3.4292138E-01 6.6977697E-03 6.4235743E-03 0.0000000E+00 - 0.0000000E+00 6.2956733E-03 3.1347946E-03 3.3796094E-03 6.7986124E-03 9.7074848E-02 1.0350610E-01 3.3190464E-01 6.5219697E-03 6.2956723E-03 0.0000000E+00 - 0.0000000E+00 6.1660638E-03 3.0785106E-03 3.3250581E-03 6.6118778E-03 9.0508483E-02 9.9495226E-02 3.2118742E-01 6.3481841E-03 6.1660640E-03 0.0000000E+00 - 0.0000000E+00 6.0351426E-03 3.0203322E-03 3.2690760E-03 6.4274801E-03 8.4329646E-02 9.5624613E-02 3.1076427E-01 6.1765692E-03 6.0351451E-03 0.0000000E+00 - 0.0000000E+00 5.9032735E-03 2.9605574E-03 3.2118553E-03 6.2455764E-03 7.8525241E-02 9.1890194E-02 3.0062959E-01 6.0072688E-03 5.9032716E-03 0.0000000E+00 - 0.0000000E+00 7.1913293E-03 3.4152772E-03 3.5696383E-03 8.0385630E-03 1.5687780E-01 1.3342429E-01 4.1436858E-01 7.6267011E-03 7.1913290E-03 0.0000000E+00 - 0.0000000E+00 7.0761617E-03 3.3805398E-03 3.5374133E-03 7.8430783E-03 1.4707874E-01 1.2832470E-01 4.0129221E-01 7.4470651E-03 7.0761615E-03 0.0000000E+00 - 0.0000000E+00 6.9567501E-03 3.3414180E-03 3.5017024E-03 7.6481351E-03 1.3771808E-01 1.2339680E-01 3.8855349E-01 7.2680388E-03 6.9567494E-03 0.0000000E+00 - 0.0000000E+00 6.8336393E-03 3.2983273E-03 3.4628239E-03 7.4540408E-03 1.2880246E-01 1.1863650E-01 3.7614835E-01 7.0898819E-03 6.8336349E-03 0.0000000E+00 - 0.0000000E+00 6.7073533E-03 3.2517050E-03 3.4210644E-03 7.2611115E-03 1.2033382E-01 1.1403960E-01 3.6407229E-01 6.9128304E-03 6.7073490E-03 0.0000000E+00 - 0.0000000E+00 6.5783704E-03 3.2019318E-03 3.3766969E-03 7.0696109E-03 1.1230995E-01 1.0960190E-01 3.5232058E-01 6.7371101E-03 6.5783662E-03 0.0000000E+00 - 0.0000000E+00 6.4471544E-03 3.1493843E-03 3.3299975E-03 6.8798018E-03 1.0472513E-01 1.0531915E-01 3.4088811E-01 6.5629337E-03 6.4471562E-03 0.0000000E+00 - 0.0000000E+00 6.3141305E-03 3.0944112E-03 3.2812228E-03 6.6919118E-03 9.7570791E-02 1.0118705E-01 3.2976952E-01 6.3904740E-03 6.3141336E-03 0.0000000E+00 - 0.0000000E+00 6.1797094E-03 3.0373483E-03 3.2306126E-03 6.5061588E-03 9.0835947E-02 9.7201370E-02 3.1895926E-01 6.2199243E-03 6.1797101E-03 0.0000000E+00 - 0.0000000E+00 6.0442525E-03 2.9784906E-03 3.1783861E-03 6.3227322E-03 8.4507662E-02 9.3357845E-02 3.0845160E-01 6.0514295E-03 6.0442527E-03 0.0000000E+00 - 0.0000000E+00 5.9081170E-03 2.9181357E-03 3.1247663E-03 6.1418136E-03 7.8571595E-02 8.9652282E-02 2.9824068E-01 5.8851465E-03 5.9081171E-03 0.0000000E+00 - 0.0000000E+00 5.7716334E-03 2.8565593E-03 3.0699680E-03 5.9635686E-03 7.3012204E-02 8.6080508E-02 2.8832051E-01 5.7212129E-03 5.7716318E-03 0.0000000E+00 - 0.0000000E+00 7.1382252E-03 3.3583560E-03 3.4308084E-03 7.7576183E-03 1.4929508E-01 1.2589310E-01 3.9991848E-01 7.3170250E-03 7.1382253E-03 0.0000000E+00 - 0.0000000E+00 7.0114267E-03 3.3169265E-03 3.3991641E-03 7.5620211E-03 1.3960349E-01 1.2097898E-01 3.8703168E-01 7.1409510E-03 7.0114268E-03 0.0000000E+00 - 0.0000000E+00 6.8813564E-03 3.2717663E-03 3.3642400E-03 7.3673687E-03 1.3038495E-01 1.1623500E-01 3.7448833E-01 6.9656587E-03 6.8813565E-03 0.0000000E+00 - 0.0000000E+00 6.7485127E-03 3.2232750E-03 3.3263192E-03 7.1739547E-03 1.2164035E-01 1.1165691E-01 3.6228387E-01 6.7913998E-03 6.7485128E-03 0.0000000E+00 - 0.0000000E+00 6.6133538E-03 3.1718308E-03 3.2856899E-03 6.9820627E-03 1.1336633E-01 1.0724033E-01 3.5041325E-01 6.6183791E-03 6.6133501E-03 0.0000000E+00 - 0.0000000E+00 6.4763241E-03 3.1177903E-03 3.2425860E-03 6.7919426E-03 1.0555595E-01 1.0298088E-01 3.3887113E-01 6.4468210E-03 6.4763240E-03 0.0000000E+00 - 0.0000000E+00 6.3378296E-03 3.0614842E-03 3.1972841E-03 6.6038248E-03 9.8199235E-02 9.8874146E-02 3.2765193E-01 6.2769016E-03 6.3378270E-03 0.0000000E+00 - 0.0000000E+00 6.1982608E-03 3.0032389E-03 3.1500050E-03 6.4179221E-03 9.1283798E-02 9.4915745E-02 3.1674985E-01 6.1088153E-03 6.1982587E-03 0.0000000E+00 - 0.0000000E+00 6.0579759E-03 2.9433432E-03 3.1010027E-03 6.2344380E-03 8.4795316E-02 9.1101283E-02 3.0615884E-01 5.9427158E-03 6.0579737E-03 0.0000000E+00 - 0.0000000E+00 5.9173043E-03 2.8820786E-03 3.0504734E-03 6.0535353E-03 7.8717923E-02 8.7426415E-02 2.9587275E-01 5.7787529E-03 5.9173043E-03 0.0000000E+00 - 0.0000000E+00 5.7765618E-03 2.8197044E-03 2.9986344E-03 5.8753806E-03 7.3034730E-02 8.3886847E-02 2.8588530E-01 5.6170671E-03 5.7765630E-03 0.0000000E+00 - 0.0000000E+00 5.6360372E-03 2.7564662E-03 2.9456777E-03 5.7001105E-03 6.7727994E-02 8.0478325E-02 2.7619011E-01 5.4577807E-03 5.6360376E-03 0.0000000E+00 - 0.0000000E+00 7.0731944E-03 3.3017144E-03 3.3132079E-03 7.4984495E-03 1.4170045E-01 1.1855130E-01 3.8551569E-01 7.0359426E-03 7.0731943E-03 0.0000000E+00 - 0.0000000E+00 6.9356284E-03 3.2538718E-03 3.2814866E-03 7.3017287E-03 1.3215870E-01 1.1382681E-01 3.7283672E-01 6.8624719E-03 6.9356246E-03 0.0000000E+00 - 0.0000000E+00 6.7957405E-03 3.2029631E-03 3.2467233E-03 7.1064597E-03 1.2311978E-01 1.0927045E-01 3.6050606E-01 6.6900022E-03 6.7957403E-03 0.0000000E+00 - 0.0000000E+00 6.6539660E-03 3.1493480E-03 3.2091460E-03 6.9128851E-03 1.1457904E-01 1.0487775E-01 3.4851850E-01 6.5187479E-03 6.6539660E-03 0.0000000E+00 - 0.0000000E+00 6.5107172E-03 3.0933521E-03 3.1690406E-03 6.7212645E-03 1.0652813E-01 1.0064420E-01 3.3686857E-01 6.3489176E-03 6.5107163E-03 0.0000000E+00 - 0.0000000E+00 6.3663899E-03 3.0352995E-03 3.1266409E-03 6.5318202E-03 9.8955620E-02 9.6565266E-02 3.2555043E-01 6.1807018E-03 6.3663939E-03 0.0000000E+00 - 0.0000000E+00 6.2213446E-03 2.9754872E-03 3.0821752E-03 6.3447440E-03 9.1847583E-02 9.2636395E-02 3.1455794E-01 6.0142688E-03 6.2213436E-03 0.0000000E+00 - 0.0000000E+00 6.0759214E-03 2.9141973E-03 3.0358752E-03 6.1602358E-03 8.5188138E-02 8.8853113E-02 3.0388492E-01 5.8497936E-03 6.0759199E-03 0.0000000E+00 - 0.0000000E+00 5.9304391E-03 2.8516955E-03 2.9879526E-03 5.9784590E-03 7.8959900E-02 8.5210934E-02 2.9352491E-01 5.6874260E-03 5.9304366E-03 0.0000000E+00 - 0.0000000E+00 5.7851875E-03 2.7882271E-03 2.9386081E-03 5.7995653E-03 7.3144370E-02 8.1705427E-02 2.8347134E-01 5.5272997E-03 5.7851868E-03 0.0000000E+00 - 0.0000000E+00 5.6404453E-03 2.7240288E-03 2.8880511E-03 5.6236956E-03 6.7722377E-02 7.8332217E-02 2.7371754E-01 5.3695433E-03 5.6404467E-03 0.0000000E+00 - 0.0000000E+00 5.4964626E-03 2.6593152E-03 2.8364527E-03 5.4509643E-03 6.2674259E-02 7.5086997E-02 2.6425678E-01 5.2142673E-03 5.4964638E-03 0.0000000E+00 - 0.0000000E+00 6.9962008E-03 3.2440587E-03 3.2135508E-03 7.2543886E-03 1.3411742E-01 1.1140840E-01 3.7118758E-01 6.7799582E-03 6.9962013E-03 0.0000000E+00 - 0.0000000E+00 6.8487617E-03 3.1902008E-03 3.1812645E-03 7.0559603E-03 1.2476551E-01 1.0687674E-01 3.5873220E-01 6.6082313E-03 6.8487622E-03 0.0000000E+00 - 0.0000000E+00 6.6999078E-03 3.1339076E-03 3.1461530E-03 6.8595105E-03 1.1594131E-01 1.0251072E-01 3.4662915E-01 6.4377472E-03 6.6999079E-03 0.0000000E+00 - 0.0000000E+00 6.5500290E-03 3.0755142E-03 3.1084613E-03 6.6652850E-03 1.0763491E-01 9.8305719E-02 3.3487275E-01 6.2687097E-03 6.5500296E-03 0.0000000E+00 - 0.0000000E+00 6.3994848E-03 3.0152989E-03 3.0684202E-03 6.4734855E-03 9.9833227E-02 9.4257078E-02 3.2345695E-01 6.1013076E-03 6.3994897E-03 0.0000000E+00 - 0.0000000E+00 6.2486194E-03 2.9535475E-03 3.0262504E-03 6.2842965E-03 9.2520696E-02 9.0360122E-02 3.1237538E-01 5.9357014E-03 6.2486167E-03 0.0000000E+00 - 0.0000000E+00 6.0977476E-03 2.8905205E-03 2.9821843E-03 6.0979054E-03 8.5679722E-02 8.6610247E-02 3.0162159E-01 5.7720611E-03 6.0977460E-03 0.0000000E+00 - 0.0000000E+00 5.9471660E-03 2.8264659E-03 2.9364122E-03 5.9144520E-03 7.9291235E-02 8.3002841E-02 2.9118885E-01 5.6105379E-03 5.9471670E-03 0.0000000E+00 - 0.0000000E+00 5.7971548E-03 2.7616215E-03 2.8891445E-03 5.7340914E-03 7.3335109E-02 7.9533348E-02 2.8107029E-01 5.4512626E-03 5.7971560E-03 0.0000000E+00 - 0.0000000E+00 5.6479606E-03 2.6961981E-03 2.8405743E-03 5.5569334E-03 6.7790506E-02 7.6197277E-02 2.7125900E-01 5.2943566E-03 5.6479610E-03 0.0000000E+00 - 0.0000000E+00 5.4998220E-03 2.6304014E-03 2.7908774E-03 5.3830949E-03 6.2636267E-02 7.2990191E-02 2.6174790E-01 5.1399354E-03 5.4998226E-03 0.0000000E+00 - 0.0000000E+00 5.3529566E-03 2.5644243E-03 2.7402349E-03 5.2126700E-03 5.7851081E-02 6.9907758E-02 2.5252997E-01 4.9881024E-03 5.3529568E-03 0.0000000E+00 - 0.0000000E+00 6.9072712E-03 3.1843436E-03 3.1291487E-03 7.0198011E-03 1.2657169E-01 1.0447303E-01 3.5695949E-01 6.5455725E-03 6.9072721E-03 0.0000000E+00 - 0.0000000E+00 6.7508822E-03 3.1249038E-03 3.0959255E-03 6.8194032E-03 1.1744759E-01 1.0013684E-01 3.4474338E-01 6.3748360E-03 6.7508829E-03 0.0000000E+00 - 0.0000000E+00 6.5939555E-03 3.0636645E-03 3.0601181E-03 6.6215829E-03 1.0887096E-01 9.5963332E-02 3.3288272E-01 6.2056259E-03 6.5939528E-03 0.0000000E+00 - 0.0000000E+00 6.4368258E-03 3.0008979E-03 3.0219405E-03 6.4265244E-03 1.0082698E-01 9.1947737E-02 3.2137125E-01 6.0381249E-03 6.4368263E-03 0.0000000E+00 - 0.0000000E+00 6.2797951E-03 2.9368423E-03 2.9816034E-03 6.2343898E-03 9.3298247E-02 8.8085288E-02 3.1020246E-01 5.8724864E-03 6.2797949E-03 0.0000000E+00 - 0.0000000E+00 6.1231701E-03 2.8717521E-03 2.9393115E-03 6.0453412E-03 8.6265369E-02 8.4371235E-02 2.9936959E-01 5.7088777E-03 6.1231669E-03 0.0000000E+00 - 0.0000000E+00 5.9672123E-03 2.8058468E-03 2.8952733E-03 5.8595100E-03 7.9707457E-02 8.0800845E-02 2.8886563E-01 5.5474285E-03 5.9672111E-03 0.0000000E+00 - 0.0000000E+00 5.8121815E-03 2.7393469E-03 2.8496765E-03 5.6770280E-03 7.3602605E-02 7.7369481E-02 2.7868357E-01 5.3882844E-03 5.8121843E-03 0.0000000E+00 - 0.0000000E+00 5.6583136E-03 2.6724554E-03 2.8027213E-03 5.4979950E-03 6.7928268E-02 7.4072503E-02 2.6881609E-01 5.2315541E-03 5.6583116E-03 0.0000000E+00 - 0.0000000E+00 5.5058156E-03 2.6053526E-03 2.7545676E-03 5.3225106E-03 6.2661598E-02 7.0905389E-02 2.5925595E-01 5.0773487E-03 5.5058153E-03 0.0000000E+00 - 0.0000000E+00 5.3548910E-03 2.5382187E-03 2.7053943E-03 5.1506525E-03 5.7779743E-02 6.7863670E-02 2.4999574E-01 4.9257676E-03 5.3548902E-03 0.0000000E+00 - 0.0000000E+00 5.2057200E-03 2.4712175E-03 2.6553675E-03 4.9824887E-03 5.3260027E-02 6.4942982E-02 2.4102810E-01 4.7769017E-03 5.2057204E-03 0.0000000E+00 - 0.0000000E+00 6.8065073E-03 3.1217316E-03 3.0578681E-03 6.7901051E-03 1.1909095E-01 9.7753349E-02 3.4285580E-01 6.3293206E-03 6.8065068E-03 0.0000000E+00 - 0.0000000E+00 6.6421039E-03 3.0572216E-03 3.0234257E-03 6.5877999E-03 1.1022960E-01 9.3614396E-02 3.3089299E-01 6.1589353E-03 6.6421034E-03 0.0000000E+00 - 0.0000000E+00 6.4779931E-03 2.9914977E-03 2.9866172E-03 6.3886595E-03 1.0193045E-01 8.9634721E-02 3.1928782E-01 5.9903903E-03 6.4779932E-03 0.0000000E+00 - 0.0000000E+00 6.3144576E-03 2.9247878E-03 2.9476497E-03 6.1928339E-03 9.4174121E-02 8.5809454E-02 3.0803357E-01 5.8238396E-03 6.3144573E-03 0.0000000E+00 - 0.0000000E+00 6.1517611E-03 2.8573108E-03 2.9067197E-03 6.0004590E-03 8.6939253E-02 8.2133750E-02 2.9712331E-01 5.6594279E-03 6.1517638E-03 0.0000000E+00 - 0.0000000E+00 5.9901500E-03 2.7892717E-03 2.8640051E-03 5.8116404E-03 8.0203031E-02 7.8602761E-02 2.8654977E-01 5.4972862E-03 5.9901529E-03 0.0000000E+00 - 0.0000000E+00 5.8298516E-03 2.7208600E-03 2.8197074E-03 5.6264790E-03 7.3941637E-02 7.5211713E-02 2.7630564E-01 5.3375336E-03 5.8298492E-03 0.0000000E+00 - 0.0000000E+00 5.6710758E-03 2.6522603E-03 2.7739893E-03 5.4450697E-03 6.8130691E-02 7.1955906E-02 2.6638343E-01 5.1802956E-03 5.6710775E-03 0.0000000E+00 - 0.0000000E+00 5.5140222E-03 2.5836446E-03 2.7270311E-03 5.2674830E-03 6.2745579E-02 6.8830672E-02 2.5677554E-01 5.0256653E-03 5.5140236E-03 0.0000000E+00 - 0.0000000E+00 5.3588609E-03 2.5151667E-03 2.6790040E-03 5.0937768E-03 5.7761763E-02 6.5831456E-02 2.4747433E-01 4.8737378E-03 5.3588631E-03 0.0000000E+00 - 0.0000000E+00 5.2057570E-03 2.4469773E-03 2.6300643E-03 4.9240071E-03 5.3155011E-02 6.2953784E-02 2.3847213E-01 4.7245922E-03 5.2057569E-03 0.0000000E+00 - 0.0000000E+00 5.0548555E-03 2.3792130E-03 2.5803660E-03 4.7582121E-03 4.8901568E-02 6.0193281E-02 2.2976127E-01 4.5783041E-03 5.0548553E-03 0.0000000E+00 - 0.0000000E+00 6.6940912E-03 3.0556079E-03 2.9979918E-03 6.5616923E-03 1.1170394E-01 9.1256791E-02 3.2889960E-01 6.1278444E-03 6.6940919E-03 0.0000000E+00 - 0.0000000E+00 6.5226337E-03 2.9865657E-03 2.9620999E-03 6.3577872E-03 1.0313738E-01 8.7316183E-02 3.1720317E-01 5.9573189E-03 6.5226343E-03 0.0000000E+00 - 0.0000000E+00 6.3522588E-03 2.9168776E-03 2.9240811E-03 6.1576542E-03 9.5142553E-02 8.3531037E-02 3.0586573E-01 5.7889710E-03 6.3522597E-03 0.0000000E+00 - 0.0000000E+00 6.1831951E-03 2.8467263E-03 2.8840920E-03 5.9613896E-03 8.7696035E-02 7.9896401E-02 2.9488010E-01 5.6229267E-03 6.1831960E-03 0.0000000E+00 - 0.0000000E+00 6.0156597E-03 2.7762834E-03 2.8423166E-03 5.7690708E-03 8.0772949E-02 7.6407356E-02 2.8423890E-01 5.4593164E-03 6.0156633E-03 0.0000000E+00 - 0.0000000E+00 5.8498531E-03 2.7057221E-03 2.7989313E-03 5.5807796E-03 7.4347501E-02 7.3059008E-02 2.7393449E-01 5.2982438E-03 5.8498563E-03 0.0000000E+00 - 0.0000000E+00 5.6859612E-03 2.6352001E-03 2.7541153E-03 5.3965789E-03 6.8393348E-02 6.9846554E-02 2.6395917E-01 5.1398102E-03 5.6859597E-03 0.0000000E+00 - 0.0000000E+00 5.5241518E-03 2.5648716E-03 2.7080165E-03 5.2165161E-03 6.2884033E-02 6.6765238E-02 2.5430506E-01 4.9841148E-03 5.5241494E-03 0.0000000E+00 - 0.0000000E+00 5.3645854E-03 2.4948745E-03 2.6608103E-03 5.0406363E-03 5.7793221E-02 6.3810415E-02 2.4496430E-01 4.8312447E-03 5.3645841E-03 0.0000000E+00 - 0.0000000E+00 5.2073943E-03 2.4253398E-03 2.6126473E-03 4.8689650E-03 5.3095025E-02 6.0977505E-02 2.3592890E-01 4.6812675E-03 5.2073963E-03 0.0000000E+00 - 0.0000000E+00 5.0527116E-03 2.3563898E-03 2.5636771E-03 4.7015198E-03 4.8764139E-02 5.8262034E-02 2.2719092E-01 4.5342473E-03 5.0527125E-03 0.0000000E+00 - 0.0000000E+00 4.9006469E-03 2.2881352E-03 2.5140426E-03 4.5383126E-03 4.4776008E-02 5.5659654E-02 2.1874243E-01 4.3902419E-03 4.9006453E-03 0.0000000E+00 - 0.0000000E+00 6.5703075E-03 2.9855602E-03 2.9482018E-03 6.3318886E-03 1.0443937E-01 8.4989982E-02 3.1511224E-01 5.9379439E-03 6.5703075E-03 0.0000000E+00 - 0.0000000E+00 6.3927590E-03 2.9125721E-03 2.9106735E-03 6.1269166E-03 9.6195335E-02 8.1248027E-02 3.0369412E-01 5.7669041E-03 6.3927591E-03 0.0000000E+00 - 0.0000000E+00 6.2170389E-03 2.8394637E-03 2.8712321E-03 5.9263003E-03 8.8527790E-02 7.7657346E-02 2.9263549E-01 5.5984141E-03 6.2170386E-03 0.0000000E+00 - 0.0000000E+00 6.0433175E-03 2.7663644E-03 2.8300128E-03 5.7300707E-03 8.1409669E-02 7.4212907E-02 2.8192874E-01 5.4325597E-03 6.0433175E-03 0.0000000E+00 - 0.0000000E+00 5.8717690E-03 2.6934268E-03 2.7871838E-03 5.5382832E-03 7.4813036E-02 7.0909757E-02 2.7156609E-01 5.2694462E-03 5.8717720E-03 0.0000000E+00 - 0.0000000E+00 5.7025506E-03 2.6207837E-03 2.7429036E-03 5.3509606E-03 6.8709505E-02 6.7742957E-02 2.6153949E-01 5.1091509E-03 5.7025472E-03 0.0000000E+00 - 0.0000000E+00 5.5358056E-03 2.5485633E-03 2.6973266E-03 5.1681401E-03 6.3070625E-02 6.4707722E-02 2.5184098E-01 4.9517742E-03 5.5358078E-03 0.0000000E+00 - 0.0000000E+00 5.3716653E-03 2.4768838E-03 2.6506207E-03 4.9898258E-03 5.7868208E-02 6.1799252E-02 2.4246224E-01 4.7973690E-03 5.3716631E-03 0.0000000E+00 - 0.0000000E+00 5.2102490E-03 2.4058611E-03 2.6029274E-03 4.8160306E-03 5.3074565E-02 5.9012923E-02 2.3339515E-01 4.6460158E-03 5.2102489E-03 0.0000000E+00 - 0.0000000E+00 5.0516582E-03 2.3355971E-03 2.5543826E-03 4.6467438E-03 4.8662771E-02 5.6344179E-02 2.2463149E-01 4.4977595E-03 5.0516581E-03 0.0000000E+00 - 0.0000000E+00 4.8959900E-03 2.2661902E-03 2.5051496E-03 4.4819647E-03 4.4606746E-02 5.3788573E-02 2.1616302E-01 4.3526524E-03 4.8959897E-03 0.0000000E+00 - 0.0000000E+00 4.7433218E-03 2.1977269E-03 2.4553427E-03 4.3216655E-03 4.0881408E-02 5.1341770E-02 2.0798156E-01 4.2107302E-03 4.7433209E-03 0.0000000E+00 - 0.0000000E+00 6.4355266E-03 2.9113789E-03 2.9074512E-03 6.0988439E-03 9.7325566E-02 7.8958819E-02 3.0151390E-01 5.7566355E-03 6.4355263E-03 0.0000000E+00 - 0.0000000E+00 6.2528439E-03 2.8350251E-03 2.8681035E-03 5.8934892E-03 8.9428423E-02 7.5415132E-02 2.9038503E-01 5.5848539E-03 6.2528438E-03 0.0000000E+00 - 0.0000000E+00 6.0726744E-03 2.7590191E-03 2.8270284E-03 5.6930163E-03 8.2107751E-02 7.2018135E-02 2.7961526E-01 5.4159882E-03 6.0726717E-03 0.0000000E+00 - 0.0000000E+00 5.8951562E-03 2.6834924E-03 2.7843610E-03 5.4974484E-03 7.5333372E-02 6.8762791E-02 2.6919663E-01 5.2501153E-03 5.8951530E-03 0.0000000E+00 - 0.0000000E+00 5.7204146E-03 2.6085397E-03 2.7402554E-03 5.3067702E-03 6.9074741E-02 6.5644116E-02 2.5912096E-01 5.0873146E-03 5.7204108E-03 0.0000000E+00 - 0.0000000E+00 5.5485586E-03 2.5342602E-03 2.6948589E-03 5.1209797E-03 6.3301352E-02 6.2657172E-02 2.4937988E-01 4.9276342E-03 5.5485555E-03 0.0000000E+00 - 0.0000000E+00 5.3796941E-03 2.4607534E-03 2.6483102E-03 4.9400637E-03 5.7983041E-02 5.9797159E-02 2.3996506E-01 4.7711439E-03 5.3796953E-03 0.0000000E+00 - 0.0000000E+00 5.2139173E-03 2.3881130E-03 2.6007629E-03 4.7639935E-03 5.3090289E-02 5.7059325E-02 2.3086798E-01 4.6178879E-03 5.2139166E-03 0.0000000E+00 - 0.0000000E+00 5.0513103E-03 2.3164269E-03 2.5523534E-03 4.5927503E-03 4.8594393E-02 5.4439054E-02 2.2208017E-01 4.4679182E-03 5.0513119E-03 0.0000000E+00 - 0.0000000E+00 4.8919379E-03 2.2457669E-03 2.5032181E-03 4.4262921E-03 4.4467724E-02 5.1931821E-02 2.1359317E-01 4.3212566E-03 4.8919384E-03 0.0000000E+00 - 0.0000000E+00 4.7358670E-03 2.1762109E-03 2.4534878E-03 4.2645757E-03 4.0683713E-02 4.9533225E-02 2.0539853E-01 4.1779395E-03 4.7358656E-03 0.0000000E+00 - 0.0000000E+00 4.5831470E-03 2.1078251E-03 2.4032907E-03 4.1075666E-03 3.7217016E-02 4.7239001E-02 1.9748788E-01 4.0379936E-03 4.5831484E-03 0.0000000E+00 - 0.0000000E+00 6.2902228E-03 2.8330098E-03 2.8748719E-03 5.8614667E-03 9.0389803E-02 7.3168393E-02 2.8812347E-01 5.5811948E-03 6.2902226E-03 0.0000000E+00 - 0.0000000E+00 6.1033666E-03 2.7538955E-03 2.8335195E-03 5.6565364E-03 8.2859733E-02 6.9821732E-02 2.7729296E-01 5.4085852E-03 6.1033664E-03 0.0000000E+00 - 0.0000000E+00 5.9196679E-03 2.6755853E-03 2.7906222E-03 5.4569986E-03 7.5901660E-02 6.6616898E-02 2.6682055E-01 5.2392801E-03 5.9196653E-03 0.0000000E+00 - 0.0000000E+00 5.7392177E-03 2.5981531E-03 2.7463197E-03 5.2628094E-03 6.9482795E-02 6.3548808E-02 2.5669774E-01 5.0733334E-03 5.7392172E-03 0.0000000E+00 - 0.0000000E+00 5.5620925E-03 2.5216726E-03 2.7007302E-03 5.0739345E-03 6.3570459E-02 6.0612509E-02 2.4691615E-01 4.9107840E-03 5.5620944E-03 0.0000000E+00 - 0.0000000E+00 5.3883707E-03 2.4462150E-03 2.6540042E-03 4.8903117E-03 5.8132457E-02 5.7803069E-02 2.3746702E-01 4.7516696E-03 5.3883733E-03 0.0000000E+00 - 0.0000000E+00 5.2181173E-03 2.3718488E-03 2.6062733E-03 4.7118965E-03 5.3137332E-02 5.5115695E-02 2.2834166E-01 4.5960200E-03 5.2181165E-03 0.0000000E+00 - 0.0000000E+00 5.0513871E-03 2.2986377E-03 2.5576716E-03 4.5386325E-03 4.8554602E-02 5.2545703E-02 2.1953138E-01 4.4438712E-03 5.0513854E-03 0.0000000E+00 - 0.0000000E+00 4.8882335E-03 2.2266491E-03 2.5083278E-03 4.3704620E-03 4.4354897E-02 5.0088510E-02 2.1102744E-01 4.2952478E-03 4.8882349E-03 0.0000000E+00 - 0.0000000E+00 4.7286881E-03 2.1559264E-03 2.4583769E-03 4.2073135E-03 4.0510183E-02 4.7739644E-02 2.0282112E-01 4.1501528E-03 4.7286899E-03 0.0000000E+00 - 0.0000000E+00 4.5727846E-03 2.0865276E-03 2.4079399E-03 4.0491210E-03 3.6993683E-02 4.5494769E-02 1.9490378E-01 4.0086000E-03 4.5727858E-03 0.0000000E+00 - 0.0000000E+00 4.4205466E-03 2.0184991E-03 2.3571397E-03 3.8958104E-03 3.3780041E-02 4.3349676E-02 1.8726688E-01 3.8705937E-03 4.4205465E-03 0.0000000E+00 - 0.0000000E+00 6.1349647E-03 2.7505683E-03 2.8497320E-03 5.6193105E-03 8.3657597E-02 6.7622866E-02 2.7495835E-01 5.4092000E-03 6.1349643E-03 0.0000000E+00 - 0.0000000E+00 5.9449103E-03 2.6693129E-03 2.8061984E-03 5.4157180E-03 7.6510689E-02 6.4471455E-02 2.6443524E-01 5.2358345E-03 5.9449101E-03 0.0000000E+00 - 0.0000000E+00 5.7585962E-03 2.5892562E-03 2.7612983E-03 5.2179563E-03 6.9927134E-02 6.1456662E-02 2.5426825E-01 5.0661560E-03 5.7585959E-03 0.0000000E+00 - 0.0000000E+00 5.5760734E-03 2.5104528E-03 2.7151425E-03 5.0259480E-03 6.3872028E-02 5.8573460E-02 2.4444871E-01 4.9001960E-03 5.5760731E-03 0.0000000E+00 - 0.0000000E+00 5.3973801E-03 2.4329343E-03 2.6678657E-03 4.8396010E-03 5.8311062E-02 5.5816871E-02 2.3496769E-01 4.7379604E-03 5.3973767E-03 0.0000000E+00 - 0.0000000E+00 5.2225535E-03 2.3567483E-03 2.6196019E-03 4.6588376E-03 5.3210792E-02 5.3182047E-02 2.2581631E-01 4.5794716E-03 5.2225509E-03 0.0000000E+00 - 0.0000000E+00 5.0516244E-03 2.2819378E-03 2.5704673E-03 4.4835726E-03 4.8538861E-02 5.0664246E-02 2.1698563E-01 4.4247348E-03 5.0516241E-03 0.0000000E+00 - 0.0000000E+00 4.8846159E-03 2.2085388E-03 2.5205977E-03 4.3137087E-03 4.4264193E-02 4.8258817E-02 2.0846662E-01 4.2737548E-03 4.8846158E-03 0.0000000E+00 - 0.0000000E+00 4.7215447E-03 2.1365978E-03 2.4701174E-03 4.1491622E-03 4.0357073E-02 4.5961245E-02 2.0025035E-01 4.1265320E-03 4.7215438E-03 0.0000000E+00 - 0.0000000E+00 4.5624162E-03 2.0661382E-03 2.4191363E-03 3.9898343E-03 3.6789356E-02 4.3767151E-02 1.9232797E-01 3.9830577E-03 4.5624162E-03 0.0000000E+00 - 0.0000000E+00 4.4072366E-03 1.9971971E-03 2.3677875E-03 3.8356339E-03 3.3534318E-02 4.1672266E-02 1.8469062E-01 3.8433253E-03 4.4072379E-03 0.0000000E+00 - 0.0000000E+00 4.2559988E-03 1.9297991E-03 2.3161739E-03 3.6864582E-03 3.0566817E-02 3.9672463E-02 1.7732960E-01 3.7073155E-03 4.2559996E-03 0.0000000E+00 - 0.0000000E+00 5.9704181E-03 2.6642936E-03 2.8313293E-03 5.3724770E-03 7.7152512E-02 6.2325651E-02 2.6203490E-01 5.2385637E-03 5.9704185E-03 0.0000000E+00 - 0.0000000E+00 5.7780955E-03 2.5814819E-03 2.7853898E-03 5.1711451E-03 7.0400492E-02 5.9366866E-02 2.5182659E-01 5.0646093E-03 5.7780961E-03 0.0000000E+00 - 0.0000000E+00 5.5900476E-03 2.5002339E-03 2.7382547E-03 4.9760299E-03 6.4199418E-02 5.6539252E-02 2.4197171E-01 4.8947331E-03 5.5900479E-03 0.0000000E+00 - 0.0000000E+00 5.4062813E-03 2.4205562E-03 2.6900409E-03 4.7870050E-03 5.8512799E-02 5.3837817E-02 2.3246128E-01 4.7289269E-03 5.4062812E-03 0.0000000E+00 - 0.0000000E+00 5.2267995E-03 2.3424689E-03 2.6408554E-03 4.6039467E-03 5.3305127E-02 5.1257647E-02 2.2328616E-01 4.5671738E-03 5.2267968E-03 0.0000000E+00 - 0.0000000E+00 5.0516048E-03 2.2659899E-03 2.5908287E-03 4.4267473E-03 4.8542134E-02 4.8793953E-02 2.1443715E-01 4.4094701E-03 5.0516052E-03 0.0000000E+00 - 0.0000000E+00 4.8806893E-03 2.1911327E-03 2.5400737E-03 4.2552725E-03 4.4190942E-02 4.6442050E-02 2.0590508E-01 4.2557953E-03 4.8806907E-03 0.0000000E+00 - 0.0000000E+00 4.7140498E-03 2.1179190E-03 2.4887196E-03 4.0894102E-03 4.0220217E-02 4.4197373E-02 1.9768075E-01 4.1061277E-03 4.7140495E-03 0.0000000E+00 - 0.0000000E+00 4.5516707E-03 2.0463671E-03 2.4368800E-03 3.9290444E-03 3.6600207E-02 4.2055499E-02 1.8975503E-01 3.9604494E-03 4.5516707E-03 0.0000000E+00 - 0.0000000E+00 4.3935285E-03 1.9764814E-03 2.3846663E-03 3.7740450E-03 3.3302921E-02 4.0012121E-02 1.8211886E-01 3.8187302E-03 4.3935294E-03 0.0000000E+00 - 0.0000000E+00 4.2396025E-03 1.9082815E-03 2.3321984E-03 3.6243022E-03 3.0301925E-02 3.8063076E-02 1.7476329E-01 3.6809401E-03 4.2396046E-03 0.0000000E+00 - 0.0000000E+00 4.0898606E-03 1.8417732E-03 2.2795785E-03 3.4796872E-03 2.7572500E-02 3.6204333E-02 1.6767946E-01 3.5470416E-03 4.0898606E-03 0.0000000E+00 - 0.0000000E+00 5.7973288E-03 2.5745352E-03 2.8189611E-03 5.1215107E-03 7.0895377E-02 5.7279035E-02 2.4936778E-01 5.0675540E-03 5.7973291E-03 0.0000000E+00 - 0.0000000E+00 5.6036693E-03 2.4907568E-03 2.7703970E-03 4.9233980E-03 6.4545938E-02 5.4509645E-02 2.3948065E-01 4.8933259E-03 5.6036696E-03 0.0000000E+00 - 0.0000000E+00 5.4147562E-03 2.4088467E-03 2.7208050E-03 4.7318080E-03 5.8731670E-02 5.1865759E-02 2.2994361E-01 4.7235408E-03 5.4147545E-03 0.0000000E+00 - 0.0000000E+00 5.2305646E-03 2.3288032E-03 2.6702960E-03 4.5465900E-03 5.3414966E-02 4.9342446E-02 2.2074736E-01 4.5581733E-03 5.2305625E-03 0.0000000E+00 - 0.0000000E+00 5.0510598E-03 2.2506065E-03 2.6189770E-03 4.3675803E-03 4.8559583E-02 4.6934857E-02 2.1188246E-01 4.3971711E-03 5.0510577E-03 0.0000000E+00 - 0.0000000E+00 4.8762123E-03 2.1742546E-03 2.5669597E-03 4.1946335E-03 4.4130819E-02 4.4638293E-02 2.0333955E-01 4.2405071E-03 4.8762102E-03 0.0000000E+00 - 0.0000000E+00 4.7059833E-03 2.0997424E-03 2.5143744E-03 4.0276003E-03 4.0095635E-02 4.2448154E-02 1.9510924E-01 4.0881302E-03 4.7059828E-03 0.0000000E+00 - 0.0000000E+00 4.5403369E-03 2.0270634E-03 2.4613151E-03 3.8663243E-03 3.6422755E-02 4.0359977E-02 1.8718214E-01 3.9400047E-03 4.5403352E-03 0.0000000E+00 - 0.0000000E+00 4.3792335E-03 1.9562218E-03 2.4079099E-03 3.7106772E-03 3.3082672E-02 3.8369441E-02 1.7954898E-01 3.7960857E-03 4.3792328E-03 0.0000000E+00 - 0.0000000E+00 4.2226220E-03 1.8872064E-03 2.3542624E-03 3.5605015E-03 3.0047795E-02 3.6472334E-02 1.7220053E-01 3.6563203E-03 4.2226226E-03 0.0000000E+00 - 0.0000000E+00 4.0704575E-03 1.8200168E-03 2.3004772E-03 3.4156598E-03 2.7292194E-02 3.4664617E-02 1.6512775E-01 3.5206623E-03 4.0704566E-03 0.0000000E+00 - 0.0000000E+00 3.9226821E-03 1.7546413E-03 2.2466572E-03 3.2760128E-03 2.4791759E-02 3.2942366E-02 1.5832169E-01 3.3890548E-03 3.9226827E-03 0.0000000E+00 - 0.0000000E+00 5.6165287E-03 2.4817337E-03 2.8118705E-03 4.8673254E-03 6.4904401E-02 5.2484498E-02 2.3697074E-01 4.8948126E-03 5.6165282E-03 0.0000000E+00 - 0.0000000E+00 5.4224158E-03 2.3975331E-03 2.7604262E-03 4.6733437E-03 5.8961207E-02 4.9900572E-02 2.2741004E-01 4.7207075E-03 5.4224155E-03 0.0000000E+00 - 0.0000000E+00 5.2334727E-03 2.3154802E-03 2.7081351E-03 4.4861396E-03 5.3534479E-02 4.7436309E-02 2.1819539E-01 4.5514029E-03 5.2334725E-03 0.0000000E+00 - 0.0000000E+00 5.0496328E-03 2.2355284E-03 2.6550997E-03 4.3055096E-03 4.8585970E-02 4.5086842E-02 2.0931719E-01 4.3868287E-03 5.0496321E-03 0.0000000E+00 - 0.0000000E+00 4.8708343E-03 2.1576495E-03 2.6014087E-03 4.1312678E-03 4.4079095E-02 4.2847433E-02 2.0076584E-01 4.2269197E-03 4.8708340E-03 0.0000000E+00 - 0.0000000E+00 4.6970119E-03 2.0818148E-03 2.5471841E-03 3.9632352E-03 3.9979096E-02 4.0713474E-02 1.9253175E-01 4.0716137E-03 4.6970100E-03 0.0000000E+00 - 0.0000000E+00 4.5281050E-03 2.0080025E-03 2.4925314E-03 3.8012412E-03 3.6253098E-02 3.8680487E-02 1.8460538E-01 3.9208470E-03 4.5281031E-03 0.0000000E+00 - 0.0000000E+00 4.3640471E-03 1.9361921E-03 2.4375640E-03 3.6451126E-03 3.2870178E-02 3.6744115E-02 1.7697718E-01 3.7745534E-03 4.3640475E-03 0.0000000E+00 - 0.0000000E+00 4.2047711E-03 1.8663613E-03 2.3823883E-03 3.4946812E-03 2.9801324E-02 3.4900142E-02 1.6963772E-01 3.6326637E-03 4.2047703E-03 0.0000000E+00 - 0.0000000E+00 4.0502061E-03 1.7984892E-03 2.3271084E-03 3.3497832E-03 2.7019563E-02 3.3144499E-02 1.6257770E-01 3.4951113E-03 4.0502045E-03 0.0000000E+00 - 0.0000000E+00 3.9002790E-03 1.7325550E-03 2.2718245E-03 3.2102598E-03 2.4499663E-02 3.1473254E-02 1.5578797E-01 3.3618237E-03 3.9002802E-03 0.0000000E+00 - 0.0000000E+00 3.7549150E-03 1.6685384E-03 2.2166319E-03 3.0759474E-03 2.2218282E-02 2.9882612E-02 1.4925950E-01 3.2327274E-03 3.7549148E-03 0.0000000E+00 - 0.0000000E+00 5.4289089E-03 2.3863812E-03 2.8092201E-03 4.6110965E-03 5.9194695E-02 4.7942466E-02 2.2485610E-01 4.7193439E-03 5.4289083E-03 0.0000000E+00 - 0.0000000E+00 5.2351960E-03 2.3022804E-03 2.7546422E-03 4.4221278E-03 5.3657749E-02 4.5539511E-02 2.1562621E-01 4.5458470E-03 5.2351955E-03 0.0000000E+00 - 0.0000000E+00 5.0470167E-03 2.2205475E-03 2.6993980E-03 4.2400989E-03 4.8616051E-02 4.3250221E-02 2.0673763E-01 4.3774791E-03 5.0470163E-03 0.0000000E+00 - 0.0000000E+00 4.8642736E-03 2.1411276E-03 2.6435770E-03 4.0647898E-03 4.4031134E-02 4.1069840E-02 1.9818060E-01 4.2141369E-03 4.8642712E-03 0.0000000E+00 - 0.0000000E+00 4.6868748E-03 2.0639658E-03 2.5872886E-03 3.8959918E-03 3.9866476E-02 3.8993753E-02 1.8994535E-01 4.0557354E-03 4.6868765E-03 0.0000000E+00 - 0.0000000E+00 4.5147297E-03 1.9890169E-03 2.5306286E-03 3.7334903E-03 3.6087600E-02 3.7017451E-02 1.8202204E-01 3.9021788E-03 4.5147308E-03 0.0000000E+00 - 0.0000000E+00 4.3477477E-03 1.9162402E-03 2.4737120E-03 3.5770936E-03 3.2662101E-02 3.5136586E-02 1.7440100E-01 3.7533822E-03 4.3477479E-03 0.0000000E+00 - 0.0000000E+00 4.1858389E-03 1.8455983E-03 2.4166322E-03 3.4266109E-03 2.9559668E-02 3.3346935E-02 1.6707260E-01 3.6092573E-03 4.1858391E-03 0.0000000E+00 - 0.0000000E+00 4.0289130E-03 1.7770539E-03 2.3594968E-03 3.2818528E-03 2.6752013E-02 3.1644419E-02 1.6002730E-01 3.4697194E-03 4.0289123E-03 0.0000000E+00 - 0.0000000E+00 3.8768758E-03 1.7105732E-03 2.3024075E-03 3.1426420E-03 2.4212977E-02 3.0025099E-02 1.5325571E-01 3.3346764E-03 3.8768771E-03 0.0000000E+00 - 0.0000000E+00 3.7296366E-03 1.6461238E-03 2.2454551E-03 3.0087984E-03 2.1918188E-02 2.8485175E-02 1.4674859E-01 3.2040395E-03 3.7296367E-03 0.0000000E+00 - 0.0000000E+00 3.5870976E-03 1.5836682E-03 2.1887347E-03 2.8801498E-03 1.9845215E-02 2.7020996E-02 1.4049689E-01 3.0777146E-03 3.5870974E-03 0.0000000E+00 - 0.0000000E+00 5.2354224E-03 2.2890267E-03 2.8100686E-03 4.3541973E-03 5.3778218E-02 4.3652407E-02 2.1303504E-01 4.5405170E-03 5.2354224E-03 0.0000000E+00 - 0.0000000E+00 5.0429202E-03 2.2055021E-03 2.7521027E-03 4.1710446E-03 4.8644033E-02 4.1425354E-02 2.0413939E-01 4.3681842E-03 5.0429203E-03 0.0000000E+00 - 0.0000000E+00 4.8562605E-03 2.1245319E-03 2.6936623E-03 3.9949318E-03 4.3981792E-02 3.9305868E-02 1.9557976E-01 4.2012702E-03 4.8562608E-03 0.0000000E+00 - 0.0000000E+00 4.6753189E-03 2.0460416E-03 2.6348379E-03 3.8256138E-03 3.9753213E-02 3.7289318E-02 1.8734614E-01 4.0396509E-03 4.6753192E-03 0.0000000E+00 - 0.0000000E+00 4.4999766E-03 1.9699625E-03 2.5757216E-03 3.6628575E-03 3.5922193E-02 3.5371212E-02 1.7942857E-01 3.8832128E-03 4.4999785E-03 0.0000000E+00 - 0.0000000E+00 4.3301193E-03 1.8962341E-03 2.5164251E-03 3.5064343E-03 3.2454852E-02 3.3547194E-02 1.7181717E-01 3.7318388E-03 4.3301169E-03 0.0000000E+00 - 0.0000000E+00 4.1656290E-03 1.8247951E-03 2.4570474E-03 3.3561321E-03 2.9319522E-02 3.1813046E-02 1.6450210E-01 3.5854195E-03 4.1656276E-03 0.0000000E+00 - 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3.9215135E-03 4.3925579E-02 3.7556075E-02 1.9295864E-01 4.1874851E-03 4.8465469E-03 0.0000000E+00 - 0.0000000E+00 4.6621279E-03 2.0279347E-03 2.6899380E-03 3.7519791E-03 3.9634422E-02 3.5600739E-02 1.8472977E-01 4.0226005E-03 4.6621281E-03 0.0000000E+00 - 0.0000000E+00 4.4836574E-03 1.9507529E-03 2.6278986E-03 3.5892517E-03 3.5752539E-02 3.3742325E-02 1.7682087E-01 3.8632423E-03 4.4836572E-03 0.0000000E+00 - 0.0000000E+00 4.3109917E-03 1.8760968E-03 2.5657779E-03 3.4330756E-03 3.2244562E-02 3.1976483E-02 1.6922181E-01 3.7092680E-03 4.3109899E-03 0.0000000E+00 - 0.0000000E+00 4.1439917E-03 1.8038923E-03 2.5036659E-03 3.2832120E-03 2.9077476E-02 3.0299005E-02 1.6192258E-01 3.5605444E-03 4.1439896E-03 0.0000000E+00 - 0.0000000E+00 3.9825226E-03 1.7340709E-03 2.4416573E-03 3.1394281E-03 2.6220594E-02 2.8705837E-02 1.5491330E-01 3.4169419E-03 3.9825221E-03 0.0000000E+00 - 0.0000000E+00 3.8264525E-03 1.6665684E-03 2.3798443E-03 3.0015029E-03 2.3645491E-02 2.7193050E-02 1.4818415E-01 3.2783256E-03 3.8264524E-03 0.0000000E+00 - 0.0000000E+00 3.6756489E-03 1.6013236E-03 2.3183249E-03 2.8692202E-03 2.1325892E-02 2.5756867E-02 1.4172549E-01 3.1445713E-03 3.6756485E-03 0.0000000E+00 - 0.0000000E+00 3.5299822E-03 1.5382786E-03 2.2571790E-03 2.7423734E-03 1.9237732E-02 2.4393655E-02 1.3552784E-01 3.0155529E-03 3.5299821E-03 0.0000000E+00 - 0.0000000E+00 3.3893244E-03 1.4773779E-03 2.1964935E-03 2.6207641E-03 1.7358764E-02 2.3099925E-02 1.2958192E-01 2.8911479E-03 3.3893249E-03 0.0000000E+00 - 0.0000000E+00 3.2535456E-03 1.4185656E-03 2.1363405E-03 2.5041948E-03 1.5668694E-02 2.1872322E-02 1.2387863E-01 2.7712298E-03 3.2535459E-03 0.0000000E+00 - 0.0000000E+00 4.8348448E-03 2.0905556E-03 2.8179956E-03 3.8444015E-03 4.3856849E-02 3.5821141E-02 1.9031244E-01 4.1719311E-03 4.8348450E-03 0.0000000E+00 - 0.0000000E+00 4.6470241E-03 2.0094783E-03 2.7525670E-03 3.6749653E-03 3.9505152E-02 3.3928680E-02 1.8209176E-01 4.0037780E-03 4.6470243E-03 0.0000000E+00 - 0.0000000E+00 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1.8934680E-02 2.3115119E-02 1.3303943E-01 2.9824709E-03 3.4995169E-03 0.0000000E+00 - 0.0000000E+00 3.3576118E-03 1.4544064E-03 2.2349304E-03 2.5508418E-03 1.7053449E-02 2.1871244E-02 1.2712596E-01 2.8569875E-03 3.3576126E-03 0.0000000E+00 - 0.0000000E+00 3.2207740E-03 1.3955215E-03 2.1722412E-03 2.4356542E-03 1.5364301E-02 2.0691982E-02 1.2145735E-01 2.7361788E-03 3.2207742E-03 0.0000000E+00 - 0.0000000E+00 3.0888577E-03 1.3387426E-03 2.1102567E-03 2.3253794E-03 1.3848122E-02 1.9574141E-02 1.1602451E-01 2.6199035E-03 3.0888572E-03 0.0000000E+00 - 0.0000000E+00 4.6298112E-03 1.9905694E-03 2.8227280E-03 3.5945874E-03 3.9360129E-02 3.2274013E-02 1.7942750E-01 3.9825020E-03 4.6298115E-03 0.0000000E+00 - 0.0000000E+00 4.4453400E-03 1.9112658E-03 2.7532865E-03 3.4328403E-03 3.5382806E-02 3.0539348E-02 1.7154569E-01 3.8173935E-03 4.4453402E-03 0.0000000E+00 - 0.0000000E+00 4.2673215E-03 1.8348590E-03 2.6840381E-03 3.2780377E-03 3.1799320E-02 2.8893703E-02 1.6398045E-01 3.6583374E-03 4.2673220E-03 0.0000000E+00 - 0.0000000E+00 4.0955680E-03 1.7612254E-03 2.6150722E-03 3.1298836E-03 2.8573994E-02 2.7332944E-02 1.5672145E-01 3.5051498E-03 4.0955680E-03 0.0000000E+00 - 0.0000000E+00 3.9298942E-03 1.6902642E-03 2.5464726E-03 2.9881053E-03 2.5673727E-02 2.5853056E-02 1.4975844E-01 3.3576421E-03 3.9298925E-03 0.0000000E+00 - 0.0000000E+00 3.7701266E-03 1.6218791E-03 2.4783251E-03 2.8524401E-03 2.3067922E-02 2.4450185E-02 1.4308130E-01 3.2156457E-03 3.7701250E-03 0.0000000E+00 - 0.0000000E+00 3.6160935E-03 1.5559782E-03 2.4107049E-03 2.7226386E-03 2.0728411E-02 2.3120611E-02 1.3668002E-01 3.0789891E-03 3.6160929E-03 0.0000000E+00 - 0.0000000E+00 3.4676295E-03 1.4924822E-03 2.3436952E-03 2.5984583E-03 1.8629329E-02 2.1860756E-02 1.3054478E-01 2.9475095E-03 3.4676301E-03 0.0000000E+00 - 0.0000000E+00 3.3245731E-03 1.4313115E-03 2.2773756E-03 2.4796719E-03 1.6746971E-02 2.0667184E-02 1.2466589E-01 2.8210431E-03 3.3245721E-03 0.0000000E+00 - 0.0000000E+00 3.1867627E-03 1.3723884E-03 2.2118166E-03 2.3660588E-03 1.5059812E-02 1.9536603E-02 1.1903391E-01 2.6994358E-03 3.1867620E-03 0.0000000E+00 - 0.0000000E+00 3.0540450E-03 1.3156454E-03 2.1470856E-03 2.2574100E-03 1.3548093E-02 1.8465862E-02 1.1363961E-01 2.5825372E-03 3.0540448E-03 0.0000000E+00 - 0.0000000E+00 2.9262649E-03 1.2610116E-03 2.0832438E-03 2.1535186E-03 1.2193932E-02 1.7451937E-02 1.0847396E-01 2.4701914E-03 2.9262638E-03 0.0000000E+00 - 0.0000000E+00 4.4229940E-03 1.8908121E-03 2.8263072E-03 3.3501794E-03 3.5173258E-02 2.8967060E-02 1.6886943E-01 3.7902896E-03 4.4229941E-03 0.0000000E+00 - 0.0000000E+00 4.2424744E-03 1.8136012E-03 2.7527200E-03 3.1965351E-03 3.1556073E-02 2.7383362E-02 1.6132626E-01 3.6288613E-03 4.2424731E-03 0.0000000E+00 - 0.0000000E+00 4.0685163E-03 1.7393333E-03 2.6796039E-03 3.0496876E-03 2.8305283E-02 2.5882565E-02 1.5409220E-01 3.4736143E-03 4.0685166E-03 0.0000000E+00 - 0.0000000E+00 3.9009083E-03 1.6678791E-03 2.6070208E-03 2.9093347E-03 2.5386615E-02 2.4460699E-02 1.4715684E-01 3.3243308E-03 3.9009081E-03 0.0000000E+00 - 0.0000000E+00 3.7394548E-03 1.5991249E-03 2.5350532E-03 2.7751904E-03 2.2768422E-02 2.3113945E-02 1.4050987E-01 3.1808176E-03 3.7394538E-03 0.0000000E+00 - 0.0000000E+00 3.5839670E-03 1.5329702E-03 2.4637782E-03 2.6469968E-03 2.0421586E-02 2.1838646E-02 1.3414119E-01 3.0428887E-03 3.5839684E-03 0.0000000E+00 - 0.0000000E+00 3.4342579E-03 1.4693151E-03 2.3932712E-03 2.5244880E-03 1.8319415E-02 2.0631251E-02 1.2804076E-01 2.9103491E-03 3.4342572E-03 0.0000000E+00 - 0.0000000E+00 3.2901500E-03 1.4080729E-03 2.3236034E-03 2.4074312E-03 1.6437500E-02 1.9488383E-02 1.2219879E-01 2.7830288E-03 3.2901503E-03 0.0000000E+00 - 0.0000000E+00 3.1514679E-03 1.3491583E-03 2.2548413E-03 2.2955902E-03 1.4753556E-02 1.8406780E-02 1.1660563E-01 2.6607494E-03 3.1514676E-03 0.0000000E+00 - 0.0000000E+00 3.0180416E-03 1.2924892E-03 2.1870508E-03 2.1887426E-03 1.3247434E-02 1.7383333E-02 1.1125188E-01 2.5433423E-03 3.0180413E-03 0.0000000E+00 - 0.0000000E+00 2.8897040E-03 1.2379899E-03 2.1202885E-03 2.0866790E-03 1.1900692E-02 1.6415065E-02 1.0612835E-01 2.4306449E-03 2.8897043E-03 0.0000000E+00 - 0.0000000E+00 2.7662926E-03 1.1855865E-03 2.0546081E-03 1.9891910E-03 1.0696713E-02 1.5499129E-02 1.0122611E-01 2.3224932E-03 2.7662917E-03 0.0000000E+00 - 0.0000000E+00 4.2154090E-03 1.7918081E-03 2.8274520E-03 3.1125848E-03 3.1293235E-02 2.5895055E-02 1.5864383E-01 3.5960345E-03 4.2154090E-03 0.0000000E+00 - 0.0000000E+00 4.0393800E-03 1.7169651E-03 2.7496634E-03 2.9673464E-03 2.8020172E-02 2.4455209E-02 1.5143837E-01 3.4388971E-03 4.0393799E-03 0.0000000E+00 - 0.0000000E+00 3.8699697E-03 1.6450760E-03 2.6726279E-03 2.8287022E-03 2.5085951E-02 2.3092202E-02 1.4453404E-01 3.2880098E-03 3.8699698E-03 0.0000000E+00 - 0.0000000E+00 3.7069598E-03 1.5760123E-03 2.5964003E-03 2.6963478E-03 2.2457902E-02 2.1802281E-02 1.3792045E-01 3.1431543E-03 3.7069599E-03 0.0000000E+00 - 0.0000000E+00 3.5501379E-03 1.5096564E-03 2.5210601E-03 2.5700043E-03 2.0106005E-02 2.0581823E-02 1.3158731E-01 3.0041113E-03 3.5501375E-03 0.0000000E+00 - 0.0000000E+00 3.3993018E-03 1.4458981E-03 2.4466671E-03 2.4493998E-03 1.8002743E-02 1.9427345E-02 1.2552446E-01 2.8706761E-03 3.3993001E-03 0.0000000E+00 - 0.0000000E+00 3.2542550E-03 1.3846349E-03 2.3732895E-03 2.3342823E-03 1.6123003E-02 1.8335518E-02 1.1972195E-01 2.7426547E-03 3.2542543E-03 0.0000000E+00 - 0.0000000E+00 3.1148091E-03 1.3257743E-03 2.3009889E-03 2.2244074E-03 1.4443912E-02 1.7303135E-02 1.1416998E-01 2.6198547E-03 3.1148092E-03 0.0000000E+00 - 0.0000000E+00 2.9807775E-03 1.2692257E-03 2.2298293E-03 2.1195431E-03 1.2944661E-02 1.6327133E-02 1.0885900E-01 2.5020888E-03 2.9807782E-03 0.0000000E+00 - 0.0000000E+00 2.8519811E-03 1.2149030E-03 2.1598565E-03 2.0194668E-03 1.1606513E-02 1.5404582E-02 1.0377966E-01 2.3891772E-03 2.8519805E-03 0.0000000E+00 - 0.0000000E+00 2.7282451E-03 1.1627269E-03 2.0911215E-03 1.9239704E-03 1.0412372E-02 1.4532689E-02 9.8922871E-02 2.2809481E-03 2.7282447E-03 0.0000000E+00 - 0.0000000E+00 2.6093972E-03 1.1126185E-03 2.0236670E-03 1.8328488E-03 9.3468875E-03 1.3708785E-02 9.4279777E-02 2.1772310E-03 2.6093965E-03 0.0000000E+00 - 0.0000000E+00 4.0080528E-03 1.6940580E-03 2.8248942E-03 2.8830980E-03 2.7714706E-02 2.3052020E-02 1.4875552E-01 3.4006307E-03 4.0080529E-03 0.0000000E+00 - 0.0000000E+00 3.8369871E-03 1.6218061E-03 2.7429206E-03 2.7464471E-03 2.4768311E-02 2.1748647E-02 1.4188597E-01 3.2483525E-03 3.8369860E-03 0.0000000E+00 - 0.0000000E+00 3.6725611E-03 1.5525018E-03 2.6619936E-03 2.6161532E-03 2.2133406E-02 2.0516181E-02 1.3530919E-01 3.1023549E-03 3.6725613E-03 0.0000000E+00 - 0.0000000E+00 3.5145405E-03 1.4860094E-03 2.5821679E-03 2.4919089E-03 1.9779092E-02 1.9351072E-02 1.2901482E-01 2.9623993E-03 3.5145404E-03 0.0000000E+00 - 0.0000000E+00 3.3627058E-03 1.4222080E-03 2.5035058E-03 2.3734330E-03 1.7677087E-02 1.8249901E-02 1.2299256E-01 2.8282619E-03 3.3627062E-03 0.0000000E+00 - 0.0000000E+00 3.2168439E-03 1.3609827E-03 2.4260632E-03 2.2604622E-03 1.5801582E-02 1.7209388E-02 1.1723229E-01 2.6997217E-03 3.2168428E-03 0.0000000E+00 - 0.0000000E+00 3.0767484E-03 1.3022283E-03 2.3498968E-03 2.1527427E-03 1.4129116E-02 1.6226400E-02 1.1172412E-01 2.5765741E-03 3.0767476E-03 0.0000000E+00 - 0.0000000E+00 2.9422227E-03 1.2458490E-03 2.2750590E-03 2.0500336E-03 1.2638396E-02 1.5297927E-02 1.0645831E-01 2.4586185E-03 2.9422227E-03 0.0000000E+00 - 0.0000000E+00 2.8130722E-03 1.1917481E-03 2.2015922E-03 1.9521042E-03 1.1310127E-02 1.4421099E-02 1.0142541E-01 2.3456571E-03 2.8130720E-03 0.0000000E+00 - 0.0000000E+00 2.6891099E-03 1.1398398E-03 2.1295428E-03 1.8587392E-03 1.0127000E-02 1.3593174E-02 9.6616165E-02 2.2375032E-03 2.6891096E-03 0.0000000E+00 - 0.0000000E+00 2.5701546E-03 1.0900411E-03 2.0589446E-03 1.7697304E-03 9.0732662E-03 1.2811538E-02 9.2021572E-02 2.1339755E-03 2.5701540E-03 0.0000000E+00 - 0.0000000E+00 2.4560274E-03 1.0422701E-03 1.9898315E-03 1.6848787E-03 8.1348433E-03 1.2073703E-02 8.7632901E-02 2.0348973E-03 2.4560278E-03 0.0000000E+00 - 0.0000000E+00 3.8018707E-03 1.5980273E-03 2.8174292E-03 2.6628639E-03 2.4430098E-02 2.0431139E-02 1.3920817E-01 3.2050701E-03 3.8018709E-03 0.0000000E+00 - 0.0000000E+00 3.6361796E-03 1.5285552E-03 2.7313544E-03 2.5348835E-03 2.1791836E-02 1.9256688E-02 1.3267204E-01 3.0581694E-03 3.6361798E-03 0.0000000E+00 - 0.0000000E+00 3.4771068E-03 1.4619968E-03 2.6466416E-03 2.4129770E-03 1.9438187E-02 1.8147352E-02 1.2641993E-01 2.9175317E-03 3.4771071E-03 0.0000000E+00 - 0.0000000E+00 3.3244109E-03 1.3982174E-03 2.5633297E-03 2.2968508E-03 1.7340140E-02 1.7099795E-02 1.2044153E-01 2.7829046E-03 3.3244109E-03 0.0000000E+00 - 0.0000000E+00 3.1778628E-03 1.3370897E-03 2.4814739E-03 2.1862253E-03 1.5471250E-02 1.6110807E-02 1.1472656E-01 2.6540564E-03 3.1778619E-03 0.0000000E+00 - 0.0000000E+00 3.0372434E-03 1.2785005E-03 2.4011190E-03 2.0808415E-03 1.3807482E-02 1.5177322E-02 1.0926502E-01 2.5307640E-03 3.0372444E-03 0.0000000E+00 - 0.0000000E+00 2.9023406E-03 1.2223430E-03 2.3223076E-03 1.9804523E-03 1.2327068E-02 1.4296399E-02 1.0404705E-01 2.4128045E-03 2.9023405E-03 0.0000000E+00 - 0.0000000E+00 2.7729469E-03 1.1685142E-03 2.2450753E-03 1.8848195E-03 1.1010325E-02 1.3465231E-02 9.9063034E-02 2.2999729E-03 2.7729476E-03 0.0000000E+00 - 0.0000000E+00 2.6488635E-03 1.1169191E-03 2.1694629E-03 1.7937201E-03 9.8394832E-03 1.2681140E-02 9.4303600E-02 2.1920656E-03 2.6488642E-03 0.0000000E+00 - 0.0000000E+00 2.5298984E-03 1.0674702E-03 2.0954930E-03 1.7069412E-03 8.7986544E-03 1.1941572E-02 8.9759628E-02 2.0888884E-03 2.5298984E-03 0.0000000E+00 - 0.0000000E+00 2.4158634E-03 1.0200810E-03 2.0231940E-03 1.6242829E-03 7.8734310E-03 1.1244100E-02 8.5422250E-02 1.9902546E-03 2.4158629E-03 0.0000000E+00 - 0.0000000E+00 2.3065769E-03 9.7466981E-04 1.9525829E-03 1.5455516E-03 7.0509745E-03 1.0586413E-02 8.1282869E-02 1.8959829E-03 2.3065775E-03 0.0000000E+00 - 0.0000000E+00 3.5977600E-03 1.5041594E-03 2.8039300E-03 2.4528691E-03 2.1430018E-02 1.8024973E-02 1.3000467E-01 3.0104107E-03 3.5977603E-03 0.0000000E+00 - 0.0000000E+00 3.4377884E-03 1.4376127E-03 2.7139246E-03 2.3335301E-03 1.9080549E-02 1.6971752E-02 1.2379870E-01 2.8693420E-03 3.4377887E-03 0.0000000E+00 - 0.0000000E+00 3.2843782E-03 1.3739245E-03 2.6256022E-03 2.2199575E-03 1.6989542E-02 1.5978034E-02 1.1786770E-01 2.7344718E-03 3.2843775E-03 0.0000000E+00 - 0.0000000E+00 3.1372852E-03 1.3129626E-03 2.5390017E-03 2.1118693E-03 1.5129958E-02 1.5040699E-02 1.1220137E-01 2.6055489E-03 3.1372853E-03 0.0000000E+00 - 0.0000000E+00 2.9962726E-03 1.2545990E-03 2.4541492E-03 2.0089925E-03 1.3477247E-02 1.4156746E-02 1.0678953E-01 2.4823265E-03 2.9962728E-03 0.0000000E+00 - 0.0000000E+00 2.8611144E-03 1.1987182E-03 2.3710807E-03 1.9110727E-03 1.2009181E-02 1.3323313E-02 1.0162225E-01 2.3645718E-03 2.8611134E-03 0.0000000E+00 - 0.0000000E+00 2.7315924E-03 1.1452108E-03 2.2898277E-03 1.8178690E-03 1.0705704E-02 1.2537672E-02 9.6689792E-02 2.2520641E-03 2.7315917E-03 0.0000000E+00 - 0.0000000E+00 2.6074976E-03 1.0939779E-03 2.2104137E-03 1.7291584E-03 9.5487489E-03 1.1797212E-02 9.1982664E-02 2.1445883E-03 2.6074978E-03 0.0000000E+00 - 0.0000000E+00 2.4886250E-03 1.0449212E-03 2.1328625E-03 1.6447199E-03 8.5220561E-03 1.1099449E-02 8.7491623E-02 2.0419380E-03 2.4886255E-03 0.0000000E+00 - 0.0000000E+00 2.3747781E-03 9.9795159E-04 2.0571839E-03 1.5643483E-03 7.6111443E-03 1.0442018E-02 8.3207669E-02 1.9439126E-03 2.3747779E-03 0.0000000E+00 - 0.0000000E+00 2.2657669E-03 9.5298387E-04 1.9833946E-03 1.4878518E-03 6.8029176E-03 9.8226742E-03 7.9122100E-02 1.8503247E-03 2.2657667E-03 0.0000000E+00 - 0.0000000E+00 2.1614042E-03 9.0993347E-04 1.9114973E-03 1.4150421E-03 6.0857488E-03 9.2392803E-03 7.5226461E-02 1.7609848E-03 2.1614048E-03 0.0000000E+00 - 0.0000000E+00 3.3965585E-03 1.4128645E-03 2.7833993E-03 2.2539274E-03 1.8703501E-02 1.5825480E-02 1.2114718E-01 2.8177344E-03 3.3965586E-03 0.0000000E+00 - 0.0000000E+00 3.2425908E-03 1.3493489E-03 2.6897253E-03 2.1431072E-03 1.6623023E-02 1.4885735E-02 1.1526751E-01 2.6828875E-03 3.2425909E-03 0.0000000E+00 - 0.0000000E+00 3.0950958E-03 1.2886182E-03 2.5980518E-03 2.0377237E-03 1.4775785E-02 1.4000077E-02 1.0965342E-01 2.5541338E-03 3.0950950E-03 0.0000000E+00 - 0.0000000E+00 2.9538272E-03 1.2305443E-03 2.5084197E-03 1.9375085E-03 1.3136766E-02 1.3165602E-02 1.0429468E-01 2.4312198E-03 2.9538272E-03 0.0000000E+00 - 0.0000000E+00 2.8185432E-03 1.1749997E-03 2.4208408E-03 1.8421993E-03 1.1683345E-02 1.2379528E-02 9.9181239E-02 2.3138937E-03 2.8185432E-03 0.0000000E+00 - 0.0000000E+00 2.6890143E-03 1.1218681E-03 2.3353285E-03 1.7515500E-03 1.0395108E-02 1.1639199E-02 9.4303243E-02 2.2019198E-03 2.6890154E-03 0.0000000E+00 - 0.0000000E+00 2.5650206E-03 1.0710437E-03 2.2519026E-03 1.6653314E-03 9.2537111E-03 1.0942092E-02 8.9651127E-02 2.0950712E-03 2.5650208E-03 0.0000000E+00 - 0.0000000E+00 2.4463466E-03 1.0224231E-03 2.1705754E-03 1.5833242E-03 8.2426810E-03 1.0285794E-02 8.5215516E-02 1.9931306E-03 2.4463466E-03 0.0000000E+00 - 0.0000000E+00 2.3327864E-03 9.7591266E-04 2.0913486E-03 1.5053222E-03 7.3472456E-03 9.6680135E-03 8.0987316E-02 1.8958874E-03 2.3327863E-03 0.0000000E+00 - 0.0000000E+00 2.2241417E-03 9.3142158E-04 2.0142250E-03 1.4311292E-03 6.5542941E-03 9.0865765E-03 7.6957714E-02 1.8031437E-03 2.2241420E-03 0.0000000E+00 - 0.0000000E+00 2.1202181E-03 8.8886386E-04 1.9392025E-03 1.3605562E-03 5.8520038E-03 8.5394126E-03 7.3118153E-02 1.7147031E-03 2.1202177E-03 0.0000000E+00 - 0.0000000E+00 2.0208287E-03 8.4815730E-04 1.8662714E-03 1.2934289E-03 5.2299155E-03 8.0245647E-03 6.9460362E-02 1.6303809E-03 2.0208287E-03 0.0000000E+00 - 0.0000000E+00 3.1990328E-03 1.3245201E-03 2.7549904E-03 2.0666674E-03 1.6238279E-02 1.3824088E-02 1.1263710E-01 2.6281106E-03 3.1990328E-03 0.0000000E+00 - 0.0000000E+00 3.0512906E-03 1.2640975E-03 2.6579775E-03 1.9641495E-03 1.4406773E-02 1.2990037E-02 1.0707918E-01 2.4997975E-03 3.0512905E-03 0.0000000E+00 - 0.0000000E+00 2.9099065E-03 1.2063765E-03 2.5633048E-03 1.8667305E-03 1.2784387E-02 1.2204879E-02 1.0177718E-01 2.3774395E-03 2.9099064E-03 0.0000000E+00 - 0.0000000E+00 2.7746297E-03 1.1512275E-03 2.4709739E-03 1.7741492E-03 1.1348144E-02 1.1465925E-02 9.6720964E-02 2.2607738E-03 2.7746295E-03 0.0000000E+00 - 0.0000000E+00 2.6452184E-03 1.0985257E-03 2.3809973E-03 1.6861590E-03 1.0077344E-02 1.0770613E-02 9.1900624E-02 2.1495536E-03 2.6452174E-03 0.0000000E+00 - 0.0000000E+00 2.5214413E-03 1.0481579E-03 2.2933777E-03 1.6025232E-03 8.9533810E-03 1.0116495E-02 8.7306440E-02 2.0435385E-03 2.5214404E-03 0.0000000E+00 - 0.0000000E+00 2.4030739E-03 1.0000166E-03 2.2081065E-03 1.5230252E-03 7.9595916E-03 9.5012465E-03 8.2928991E-02 1.9425002E-03 2.4030736E-03 0.0000000E+00 - 0.0000000E+00 2.2899022E-03 9.5400341E-04 2.1251831E-03 1.4474565E-03 7.0810636E-03 8.9226547E-03 7.8759081E-02 1.8462205E-03 2.2899022E-03 0.0000000E+00 - 0.0000000E+00 2.1817175E-03 9.1002270E-04 2.0445972E-03 1.3756185E-03 6.3044710E-03 8.3786162E-03 7.4787782E-02 1.7544884E-03 2.1817175E-03 0.0000000E+00 - 0.0000000E+00 2.0783205E-03 8.6798708E-04 1.9663365E-03 1.3073280E-03 5.6180261E-03 7.8671406E-03 7.1006457E-02 1.6671042E-03 2.0783204E-03 0.0000000E+00 - 0.0000000E+00 1.9795164E-03 8.2781096E-04 1.8903796E-03 1.2424071E-03 5.0111292E-03 7.3863375E-03 6.7406743E-02 1.5838735E-03 1.9795169E-03 0.0000000E+00 - 0.0000000E+00 1.8851178E-03 7.8941360E-04 1.8167081E-03 1.1806859E-03 4.4744367E-03 6.9344151E-03 6.3980557E-02 1.5046086E-03 1.8851175E-03 0.0000000E+00 - 0.0000000E+00 3.0058709E-03 1.2394559E-03 2.7180281E-03 1.8915300E-03 1.4020977E-02 1.2011733E-02 1.0447500E-01 2.4425617E-03 3.0058709E-03 0.0000000E+00 - 0.0000000E+00 2.8645208E-03 1.1821582E-03 2.6180950E-03 1.7970270E-03 1.2418473E-02 1.1275633E-02 9.9233749E-02 2.3210236E-03 2.8645206E-03 0.0000000E+00 - 0.0000000E+00 2.7293885E-03 1.1274624E-03 2.5208240E-03 1.7072738E-03 1.1002211E-02 1.0583470E-02 9.4238474E-02 2.2052664E-03 2.7293877E-03 0.0000000E+00 - 0.0000000E+00 2.6002229E-03 1.0752428E-03 2.4262102E-03 1.6220228E-03 9.7512484E-03 9.9327758E-03 8.9479204E-02 2.0950287E-03 2.6002229E-03 0.0000000E+00 - 0.0000000E+00 2.4767810E-03 1.0253782E-03 2.3342398E-03 1.5410413E-03 8.6467874E-03 9.3211967E-03 8.4946167E-02 1.9900587E-03 2.4767801E-03 0.0000000E+00 - 0.0000000E+00 2.3588317E-03 9.7775855E-04 2.2448949E-03 1.4641108E-03 7.6719917E-03 8.7464986E-03 8.0629841E-02 1.8901232E-03 2.3588323E-03 0.0000000E+00 - 0.0000000E+00 2.2461506E-03 9.3227930E-04 2.1581610E-03 1.3910197E-03 6.8118370E-03 8.2065481E-03 7.6520956E-02 1.7949889E-03 2.2461507E-03 0.0000000E+00 - 0.0000000E+00 2.1385225E-03 8.8884285E-04 2.0740153E-03 1.3215753E-03 6.0529225E-03 7.6993293E-03 7.2610504E-02 1.7044415E-03 2.1385232E-03 0.0000000E+00 - 0.0000000E+00 2.0357397E-03 8.4735613E-04 1.9924303E-03 1.2555908E-03 5.3833122E-03 7.2229251E-03 6.8889756E-02 1.6182700E-03 2.0357398E-03 0.0000000E+00 - 0.0000000E+00 1.9376022E-03 8.0773352E-04 1.9133795E-03 1.1928929E-03 4.7924840E-03 6.7755255E-03 6.5350283E-02 1.5362767E-03 1.9376022E-03 0.0000000E+00 - 0.0000000E+00 1.8439173E-03 7.6989232E-04 1.8368275E-03 1.1333155E-03 4.2710033E-03 6.3554121E-03 6.1983913E-02 1.4582702E-03 1.8439178E-03 0.0000000E+00 - 0.0000000E+00 1.7544963E-03 7.3375185E-04 1.7627378E-03 1.0766980E-03 3.8105816E-03 5.9609599E-03 5.8782784E-02 1.3840631E-03 1.7544963E-03 0.0000000E+00 - 0.0000000E+00 2.8176833E-03 1.1579643E-03 2.6720320E-03 1.7287684E-03 1.2037470E-02 1.0379003E-02 9.6660917E-02 2.2620506E-03 2.8176833E-03 0.0000000E+00 - 0.0000000E+00 2.6828356E-03 1.1037809E-03 2.5696673E-03 1.6419188E-03 1.0644239E-02 9.7331828E-03 9.1730599E-02 2.1474519E-03 2.6828357E-03 0.0000000E+00 - 0.0000000E+00 2.5540446E-03 1.0520926E-03 2.4702787E-03 1.5594701E-03 9.4157295E-03 9.1266044E-03 8.7036130E-02 2.0384294E-03 2.5540446E-03 0.0000000E+00 - 0.0000000E+00 2.4310597E-03 1.0027773E-03 2.3738465E-03 1.4811916E-03 8.3329992E-03 8.5570133E-03 8.2567682E-02 1.9347240E-03 2.4310597E-03 0.0000000E+00 - 0.0000000E+00 2.3136385E-03 9.5571643E-04 2.2803310E-03 1.4068613E-03 7.3791066E-03 8.0222673E-03 7.8315693E-02 1.8360883E-03 2.3136378E-03 0.0000000E+00 - 0.0000000E+00 2.2015518E-03 9.1080434E-04 2.1897043E-03 1.3362755E-03 6.5389315E-03 7.5203274E-03 7.4270786E-02 1.7422881E-03 2.2015524E-03 0.0000000E+00 - 0.0000000E+00 2.0945760E-03 8.6793922E-04 2.1019340E-03 1.2692386E-03 5.7990284E-03 7.0492631E-03 7.0423926E-02 1.6530963E-03 2.0945762E-03 0.0000000E+00 - 0.0000000E+00 1.9924968E-03 8.2702801E-04 2.0169748E-03 1.2055705E-03 5.1474452E-03 6.6072432E-03 6.6766298E-02 1.5682991E-03 1.9924974E-03 0.0000000E+00 - 0.0000000E+00 1.8951079E-03 7.8797878E-04 1.9347886E-03 1.1450943E-03 4.5735697E-03 6.1925332E-03 6.3289400E-02 1.4876897E-03 1.8951073E-03 0.0000000E+00 - 0.0000000E+00 1.8022115E-03 7.5070988E-04 1.8553286E-03 1.0876526E-03 4.0680793E-03 5.8034979E-03 5.9985004E-02 1.4110751E-03 1.8022117E-03 0.0000000E+00 - 0.0000000E+00 1.7136144E-03 7.1513887E-04 1.7785473E-03 1.0330854E-03 3.6226378E-03 5.4385813E-03 5.6845169E-02 1.3382611E-03 1.7136143E-03 0.0000000E+00 - 0.0000000E+00 1.6291318E-03 6.8118976E-04 1.7043926E-03 9.8124719E-04 3.2299472E-03 5.0963256E-03 5.3862266E-02 1.2690711E-03 1.6291321E-03 0.0000000E+00 - 0.0000000E+00 2.6349915E-03 1.0802796E-03 2.6167317E-03 1.5784526E-03 1.0273010E-02 8.9161317E-03 8.9194144E-02 2.0874415E-03 2.6349914E-03 0.0000000E+00 - 0.0000000E+00 2.5067089E-03 1.0291701E-03 2.5124888E-03 1.4988418E-03 9.0697906E-03 8.3530571E-03 8.4568556E-02 1.9798745E-03 2.5067088E-03 0.0000000E+00 - 0.0000000E+00 2.3843021E-03 9.8044124E-04 2.4115200E-03 1.4232870E-03 8.0112064E-03 7.8247962E-03 8.0168480E-02 1.8776515E-03 2.3843020E-03 0.0000000E+00 - 0.0000000E+00 2.2675245E-03 9.3397527E-04 2.3137826E-03 1.3515737E-03 7.0802579E-03 7.3293107E-03 7.5984295E-02 1.7805219E-03 2.2675244E-03 0.0000000E+00 - 0.0000000E+00 2.1561360E-03 8.8965868E-04 2.2192266E-03 1.2834949E-03 6.2617988E-03 6.8646570E-03 7.2006612E-02 1.6882402E-03 2.1561353E-03 0.0000000E+00 - 0.0000000E+00 2.0499087E-03 8.4739012E-04 2.1278035E-03 1.2188629E-03 5.5423559E-03 6.4289988E-03 6.8226312E-02 1.6005794E-03 2.0499087E-03 0.0000000E+00 - 0.0000000E+00 1.9486227E-03 8.0707234E-04 2.0394564E-03 1.1574973E-03 4.9099912E-03 6.0205907E-03 6.4634549E-02 1.5173139E-03 1.9486225E-03 0.0000000E+00 - 0.0000000E+00 1.8520656E-03 7.6861500E-04 1.9541310E-03 1.0992286E-03 4.3541262E-03 5.6377873E-03 6.1222760E-02 1.4382377E-03 1.8520662E-03 0.0000000E+00 - 0.0000000E+00 1.7600322E-03 7.3192936E-04 1.8717688E-03 1.0438950E-03 3.8653995E-03 5.2790258E-03 5.7982652E-02 1.3631454E-03 1.7600324E-03 0.0000000E+00 - 0.0000000E+00 1.6723282E-03 6.9693715E-04 1.7923084E-03 9.9134785E-04 3.4356143E-03 4.9428374E-03 5.4906246E-02 1.2918477E-03 1.6723283E-03 0.0000000E+00 - 0.0000000E+00 1.5887631E-03 6.6355954E-04 1.7156866E-03 9.4144255E-04 3.0574613E-03 4.6278335E-03 5.1985851E-02 1.2241602E-03 1.5887632E-03 0.0000000E+00 - 0.0000000E+00 1.5091543E-03 6.3172217E-04 1.6418376E-03 8.9404356E-04 2.7245637E-03 4.3327038E-03 4.9214060E-02 1.1599058E-03 1.5091544E-03 0.0000000E+00 - 0.0000000E+00 2.4582399E-03 1.0065804E-03 2.5520721E-03 1.4404783E-03 8.7125565E-03 7.6131601E-03 8.2073670E-02 1.9195099E-03 2.4582399E-03 0.0000000E+00 - 0.0000000E+00 2.3365347E-03 9.5847240E-04 2.4465553E-03 1.3676450E-03 7.6806840E-03 7.1254498E-03 7.7745952E-02 1.8189914E-03 2.3365346E-03 0.0000000E+00 - 0.0000000E+00 2.2205117E-03 9.1262670E-04 2.3445873E-03 1.2985335E-03 6.7748574E-03 6.6684160E-03 7.3633286E-02 1.7235685E-03 2.2205116E-03 0.0000000E+00 - 0.0000000E+00 2.1099259E-03 8.6892937E-04 2.2461071E-03 1.2329433E-03 5.9799442E-03 6.2402175E-03 6.9726246E-02 1.6329922E-03 2.1099258E-03 0.0000000E+00 - 0.0000000E+00 2.0045433E-03 8.2727488E-04 2.1510479E-03 1.1706878E-03 5.2825095E-03 5.8391156E-03 6.6015686E-02 1.5470287E-03 2.0045431E-03 0.0000000E+00 - 0.0000000E+00 1.9041381E-03 7.8756552E-04 2.0593375E-03 1.1115907E-03 4.6706447E-03 5.4634586E-03 6.2492709E-02 1.4654528E-03 1.9041374E-03 0.0000000E+00 - 0.0000000E+00 1.8084928E-03 7.4970744E-04 1.9709068E-03 1.0554883E-03 4.1338347E-03 5.1116876E-03 5.9148722E-02 1.3880489E-03 1.8084929E-03 0.0000000E+00 - 0.0000000E+00 1.7173990E-03 7.1361496E-04 1.8856833E-03 1.0022232E-03 3.6627917E-03 4.7823274E-03 5.5975399E-02 1.3146121E-03 1.7173992E-03 0.0000000E+00 - 0.0000000E+00 1.6306560E-03 6.7920480E-04 1.8035908E-03 9.5164876E-04 3.2493235E-03 4.4739876E-03 5.2964709E-02 1.2449473E-03 1.6306561E-03 0.0000000E+00 - 0.0000000E+00 1.5480710E-03 6.4639968E-04 1.7245542E-03 9.0362657E-04 2.8862812E-03 4.1853581E-03 5.0108919E-02 1.1788698E-03 1.5480710E-03 0.0000000E+00 - 0.0000000E+00 1.4694576E-03 6.1512496E-04 1.6484956E-03 8.5802353E-04 2.5673071E-03 3.9152011E-03 4.7400589E-02 1.1161994E-03 1.4694576E-03 0.0000000E+00 - 0.0000000E+00 1.3946367E-03 5.8530959E-04 1.5753339E-03 8.1471553E-04 2.2868742E-03 3.6623552E-03 4.4832574E-02 1.0567673E-03 1.3946369E-03 0.0000000E+00 - 0.0000000E+00 2.2877774E-03 9.3697609E-04 2.4782189E-03 1.3145650E-03 7.3408516E-03 6.4598876E-03 7.5297683E-02 1.7589087E-03 2.2877774E-03 0.0000000E+00 - 0.0000000E+00 2.1726226E-03 8.9176994E-04 2.3720718E-03 1.2480157E-03 6.4624702E-03 6.0403823E-03 7.1260569E-02 1.6653912E-03 2.1726225E-03 0.0000000E+00 - 0.0000000E+00 2.0629436E-03 8.4870624E-04 2.2697220E-03 1.1848668E-03 5.6930520E-03 5.6477039E-03 6.7427899E-02 1.5767030E-03 2.0629430E-03 0.0000000E+00 - 0.0000000E+00 1.9585017E-03 8.0767687E-04 2.1710890E-03 1.1249381E-03 5.0192438E-03 5.2802121E-03 6.3790516E-02 1.4926050E-03 1.9585016E-03 0.0000000E+00 - 0.0000000E+00 1.8590657E-03 7.6858239E-04 2.0760876E-03 1.0680569E-03 4.4292324E-03 4.9363549E-03 6.0339513E-02 1.4128686E-03 1.8590658E-03 0.0000000E+00 - 0.0000000E+00 1.7644139E-03 7.3132901E-04 1.9846272E-03 1.0140621E-03 3.9125824E-03 4.6146622E-03 5.7066250E-02 1.3372759E-03 1.7644144E-03 0.0000000E+00 - 0.0000000E+00 1.6743339E-03 6.9582930E-04 1.8966216E-03 9.6280200E-04 3.4601111E-03 4.3137479E-03 5.3962379E-02 1.2656191E-03 1.6743336E-03 0.0000000E+00 - 0.0000000E+00 1.5886214E-03 6.6200042E-04 1.8119824E-03 9.1413773E-04 3.0637343E-03 4.0323080E-03 5.1019859E-02 1.1977026E-03 1.5886218E-03 0.0000000E+00 - 0.0000000E+00 1.5070789E-03 6.2976366E-04 1.7306171E-03 8.6793138E-04 2.7163440E-03 3.7691080E-03 4.8230922E-02 1.1333364E-03 1.5070790E-03 0.0000000E+00 - 0.0000000E+00 1.4295181E-03 5.9904553E-04 1.6524361E-03 8.2405737E-04 2.4117576E-03 3.5229900E-03 4.5588102E-02 1.0723426E-03 1.4295180E-03 0.0000000E+00 - 0.0000000E+00 1.3557567E-03 5.6977477E-04 1.5773473E-03 7.8239476E-04 2.1444922E-03 3.2928631E-03 4.3084232E-02 1.0145496E-03 1.3557566E-03 0.0000000E+00 - 0.0000000E+00 1.2856190E-03 5.4188297E-04 1.5052574E-03 7.4282857E-04 1.9097978E-03 3.0777013E-03 4.0712434E-02 9.5979354E-04 1.2856191E-03 0.0000000E+00 - 0.0000000E+00 2.1238761E-03 8.7150983E-04 2.3955570E-03 1.2002853E-03 6.1427150E-03 5.4460345E-03 6.8864133E-02 1.6061834E-03 2.1238761E-03 0.0000000E+00 - 0.0000000E+00 2.0152091E-03 8.2908420E-04 2.2894520E-03 1.1395071E-03 5.4008076E-03 5.0878231E-03 6.5109873E-02 1.5195587E-03 2.0152090E-03 0.0000000E+00 - 0.0000000E+00 1.9118035E-03 7.8868230E-04 2.1873609E-03 1.0818284E-03 4.7523068E-03 4.7528880E-03 6.1549383E-02 1.4374858E-03 1.9118034E-03 0.0000000E+00 - 0.0000000E+00 1.8134242E-03 7.5020168E-04 2.0891826E-03 1.0270822E-03 4.1855339E-03 4.4397761E-03 5.8173747E-02 1.3597338E-03 1.8134242E-03 0.0000000E+00 - 0.0000000E+00 1.7198473E-03 7.1354928E-04 1.9948138E-03 9.7511672E-04 3.6901940E-03 4.1471165E-03 5.4974339E-02 1.2860836E-03 1.7198471E-03 0.0000000E+00 - 0.0000000E+00 1.6308551E-03 6.7863634E-04 1.9041468E-03 9.2578339E-04 3.2572234E-03 3.8736128E-03 5.1942799E-02 1.2163267E-03 1.6308556E-03 0.0000000E+00 - 0.0000000E+00 1.5462405E-03 6.4538062E-04 1.8170823E-03 8.7894538E-04 2.8786747E-03 3.6180440E-03 4.9071070E-02 1.1502636E-03 1.5462404E-03 0.0000000E+00 - 0.0000000E+00 1.4658034E-03 6.1370368E-04 1.7335120E-03 8.3447430E-04 2.5475732E-03 3.3792616E-03 4.6351372E-02 1.0877067E-03 1.4658036E-03 0.0000000E+00 - 0.0000000E+00 1.3893513E-03 5.8352970E-04 1.6533315E-03 7.9224572E-04 2.2578066E-03 3.1561828E-03 4.3776236E-02 1.0284741E-03 1.3893512E-03 0.0000000E+00 - 0.0000000E+00 1.3167009E-03 5.5479046E-04 1.5764365E-03 7.5214738E-04 2.0040755E-03 2.9477941E-03 4.1338486E-02 9.7239681E-04 1.3167011E-03 0.0000000E+00 - 0.0000000E+00 1.2476742E-03 5.2741758E-04 1.5027212E-03 7.1406658E-04 1.7816935E-03 2.7531380E-03 3.9031230E-02 9.1930987E-04 1.2476742E-03 0.0000000E+00 - 0.0000000E+00 1.1820999E-03 5.0134596E-04 1.4320815E-03 6.7789957E-04 1.5866143E-03 2.5713186E-03 3.6847873E-02 8.6905690E-04 1.1820999E-03 0.0000000E+00 - 0.0000000E+00 1.9667242E-03 8.1015348E-04 2.3046856E-03 1.0970642E-03 5.1031412E-03 4.5612461E-03 6.2770485E-02 1.4617528E-03 1.9667242E-03 0.0000000E+00 - 0.0000000E+00 1.8644500E-03 7.7037098E-04 2.1993024E-03 1.0415367E-03 4.4816827E-03 4.2576968E-03 5.9290788E-02 1.3818566E-03 1.8644500E-03 0.0000000E+00 - 0.0000000E+00 1.7672160E-03 7.3249571E-04 2.0981148E-03 9.8882907E-04 3.9395791E-03 3.9741753E-03 5.5994120E-02 1.3062273E-03 1.7672160E-03 0.0000000E+00 - 0.0000000E+00 1.6747936E-03 6.9643212E-04 2.0009995E-03 9.3879036E-04 3.4667122E-03 3.7094048E-03 5.2871860E-02 1.2346434E-03 1.6747935E-03 0.0000000E+00 - 0.0000000E+00 1.5869631E-03 6.6209296E-04 1.9078375E-03 8.9128315E-04 3.0541950E-03 3.4621847E-03 4.9915668E-02 1.1668959E-03 1.5869631E-03 0.0000000E+00 - 0.0000000E+00 1.5035138E-03 6.2939546E-04 1.8185080E-03 8.4617435E-04 2.6942300E-03 3.2313813E-03 4.7117486E-02 1.1027864E-03 1.5035143E-03 0.0000000E+00 - 0.0000000E+00 1.4242441E-03 5.9826158E-04 1.7328889E-03 8.0333998E-04 2.3800041E-03 3.0159307E-03 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1.2994791E-04 0.0000000E+00 - 0.0000000E+00 1.2023718E-04 1.0268301E-04 2.3445488E-04 1.5727163E-04 9.9810581E-06 1.4463437E-04 1.9215476E-03 1.1216193E-04 1.2023716E-04 0.0000000E+00 - 0.0000000E+00 1.1123387E-04 9.5721599E-05 2.1763980E-04 1.4679219E-04 9.8239954E-06 1.3529050E-04 1.7663000E-03 1.0473783E-04 1.1123387E-04 0.0000000E+00 - 0.0000000E+00 1.0288864E-04 8.9212361E-05 2.0199598E-04 1.3697588E-04 9.5541182E-06 1.2651040E-04 1.6233524E-03 9.7782648E-05 1.0288865E-04 0.0000000E+00 - 0.0000000E+00 9.5155381E-05 8.3128021E-05 1.8744580E-04 1.2778430E-04 9.2019270E-06 1.1826409E-04 1.4917623E-03 9.1269068E-05 9.5155384E-05 0.0000000E+00 - 0.0000000E+00 8.7990878E-05 7.7442634E-05 1.7391623E-04 1.1918091E-04 8.7921585E-06 1.1052266E-04 1.3706544E-03 8.5170997E-05 8.7990878E-05 0.0000000E+00 - 0.0000000E+00 8.1354601E-05 7.2131495E-05 1.6133840E-04 1.1113072E-04 8.3447780E-06 1.0325820E-04 1.2592156E-03 7.9463539E-05 8.1354604E-05 0.0000000E+00 - 0.0000000E+00 7.5209063E-05 6.7171587E-05 1.4964817E-04 1.0360085E-04 7.8755028E-06 9.6444382E-05 1.1566932E-03 7.4123431E-05 7.5209062E-05 0.0000000E+00 - 0.0000000E+00 6.9518748E-05 6.2540666E-05 1.3878477E-04 9.6559611E-05 7.3969512E-06 9.0055490E-05 1.0623894E-03 6.9128151E-05 6.9518748E-05 0.0000000E+00 - 0.0000000E+00 6.4250729E-05 5.8217879E-05 1.2869154E-04 8.9977167E-05 6.9188342E-06 8.4067182E-05 9.7565896E-04 6.4456528E-05 6.4250737E-05 0.0000000E+00 - 0.0000000E+00 1.2454183E-04 1.1111677E-04 2.4770220E-04 1.7180929E-04 6.0686026E-06 1.6024899E-04 1.8994600E-03 1.2198539E-04 1.2454183E-04 0.0000000E+00 - 0.0000000E+00 1.1508245E-04 1.0348030E-04 2.2970652E-04 1.6017800E-04 6.5846166E-06 1.4970347E-04 1.7432892E-03 1.1382097E-04 1.1508245E-04 0.0000000E+00 - 0.0000000E+00 1.0632156E-04 9.6344137E-05 2.1297471E-04 1.4929115E-04 6.8706732E-06 1.3980344E-04 1.5996618E-03 1.0617435E-04 1.0632157E-04 0.0000000E+00 - 0.0000000E+00 9.8210235E-05 8.9678180E-05 1.9742341E-04 1.3910579E-04 6.9770228E-06 1.3051456E-04 1.4676129E-03 9.9015723E-05 9.8210236E-05 0.0000000E+00 - 0.0000000E+00 9.0702578E-05 8.3453961E-05 1.8297398E-04 1.2958097E-04 6.9450285E-06 1.2180380E-04 1.3462451E-03 9.2316749E-05 9.0702580E-05 0.0000000E+00 - 0.0000000E+00 8.3755628E-05 7.7644282E-05 1.6955229E-04 1.2067756E-04 6.8085381E-06 1.1363923E-04 1.2347244E-03 8.6050253E-05 8.3755642E-05 0.0000000E+00 - 0.0000000E+00 7.7329101E-05 7.2223377E-05 1.5708870E-04 1.1235811E-04 6.5950480E-06 1.0599016E-04 1.1322773E-03 8.0190389E-05 7.7329109E-05 0.0000000E+00 - 0.0000000E+00 7.1385419E-05 6.7166820E-05 1.4551778E-04 1.0458721E-04 6.3267450E-06 9.8827267E-05 1.0381864E-03 7.4712631E-05 7.1385421E-05 0.0000000E+00 - 0.0000000E+00 6.5889406E-05 6.2451494E-05 1.3477802E-04 9.7331114E-05 6.0214235E-06 9.2122417E-05 9.5178806E-04 6.9593632E-05 6.5889409E-05 0.0000000E+00 - 0.0000000E+00 6.0808540E-05 5.8055790E-05 1.2481208E-04 9.0558091E-05 5.6930641E-06 8.5849018E-05 8.7246832E-04 6.4811516E-05 6.0808542E-05 0.0000000E+00 - 0.0000000E+00 5.6112121E-05 5.3958927E-05 1.1556588E-04 8.4237700E-05 5.3528070E-06 7.9981335E-05 7.9965944E-04 6.0345184E-05 5.6112114E-05 0.0000000E+00 - 0.0000000E+00 5.1771727E-05 5.0141483E-05 1.0698902E-04 7.8341377E-05 5.0091948E-06 7.4495070E-05 7.3283761E-04 5.6174854E-05 5.1771728E-05 0.0000000E+00 - 0.0000000E+00 1.0093887E-04 9.6698764E-05 2.0752760E-04 1.5131233E-04 3.9363922E-06 1.4401723E-04 1.4292008E-03 1.0759926E-04 1.0093887E-04 0.0000000E+00 - 0.0000000E+00 9.3103556E-05 8.9885553E-05 1.9212415E-04 1.4077094E-04 4.4270386E-06 1.3420597E-04 1.3087221E-03 1.0022128E-04 9.3103555E-05 0.0000000E+00 - 0.0000000E+00 8.5860060E-05 8.3530783E-05 1.7782673E-04 1.3092638E-04 4.7208343E-06 1.2502066E-04 1.1981704E-03 9.3322967E-05 8.5860060E-05 0.0000000E+00 - 0.0000000E+00 7.9165873E-05 7.7606031E-05 1.6456065E-04 1.2173674E-04 4.8612637E-06 1.1642601E-04 1.0967607E-03 8.6876013E-05 7.9165872E-05 0.0000000E+00 - 0.0000000E+00 7.2981251E-05 7.2084409E-05 1.5225549E-04 1.1316223E-04 4.8838649E-06 1.0838820E-04 1.0037651E-03 8.0853428E-05 7.2981250E-05 0.0000000E+00 - 0.0000000E+00 6.7268997E-05 6.6940363E-05 1.4084514E-04 1.0516494E-04 4.8175260E-06 1.0087479E-04 9.1850883E-04 7.5229496E-05 6.7269005E-05 0.0000000E+00 - 0.0000000E+00 6.1994393E-05 6.2149762E-05 1.3026745E-04 9.7708872E-05 4.6855513E-06 9.3854826E-05 8.4036770E-04 6.9979826E-05 6.1994398E-05 0.0000000E+00 - 0.0000000E+00 5.7125059E-05 5.7689711E-05 1.2046427E-04 9.0759911E-05 4.5066386E-06 8.7298708E-05 7.6876413E-04 6.5081178E-05 5.7125058E-05 0.0000000E+00 - 0.0000000E+00 5.2630765E-05 5.3538627E-05 1.1138092E-04 8.4285704E-05 4.2956806E-06 8.1178231E-05 7.0316497E-04 6.0511559E-05 5.2630765E-05 0.0000000E+00 - 0.0000000E+00 4.8483617E-05 4.9676361E-05 1.0296666E-04 7.8255887E-05 4.0643392E-06 7.5466827E-05 6.4307837E-04 5.6250360E-05 4.8483619E-05 0.0000000E+00 - 0.0000000E+00 4.4657346E-05 4.6083613E-05 9.5173599E-05 7.2641514E-05 3.8218232E-06 7.0138954E-05 5.8805058E-04 5.2277770E-05 4.4657347E-05 0.0000000E+00 - 0.0000000E+00 4.1127647E-05 4.2742355E-05 8.7957208E-05 6.7415360E-05 3.5751559E-06 6.5170497E-05 5.3766379E-04 4.8575211E-05 4.1127648E-05 0.0000000E+00 - 0.0000000E+00 8.0603856E-05 8.3285125E-05 1.7191002E-04 1.3166880E-04 2.5722647E-06 1.2767680E-04 1.0483489E-03 9.4196142E-05 8.0603854E-05 0.0000000E+00 - 0.0000000E+00 7.4201648E-05 7.7260030E-05 1.5885618E-04 1.2221850E-04 2.9860016E-06 1.1866308E-04 9.5754801E-04 8.7561862E-05 7.4201647E-05 0.0000000E+00 - 0.0000000E+00 6.8294692E-05 7.1651970E-05 1.4676202E-04 1.1341399E-04 3.2408359E-06 1.1024919E-04 8.7443770E-04 8.1371277E-05 6.8294690E-05 0.0000000E+00 - 0.0000000E+00 6.2846482E-05 6.6434295E-05 1.3556107E-04 1.0521494E-04 3.3724835E-06 1.0239935E-04 7.9839214E-04 7.5597340E-05 6.2846475E-05 0.0000000E+00 - 0.0000000E+00 5.7822967E-05 6.1581753E-05 1.2519079E-04 9.7583011E-05 3.4099258E-06 9.5079412E-05 7.2883212E-04 7.0214342E-05 5.7822965E-05 0.0000000E+00 - 0.0000000E+00 5.3192351E-05 5.7070482E-05 1.1559253E-04 9.0481848E-05 3.3765614E-06 8.8256820E-05 6.6522245E-04 6.5197881E-05 5.3192357E-05 0.0000000E+00 - 0.0000000E+00 4.8924993E-05 5.2877923E-05 1.0671135E-04 8.3877028E-05 3.2911293E-06 8.1900575E-05 6.0706916E-04 6.0524753E-05 4.8924994E-05 0.0000000E+00 - 0.0000000E+00 4.4993365E-05 4.8982845E-05 9.8495883E-05 7.7736074E-05 3.1685700E-06 7.5981309E-05 5.5391677E-04 5.6173069E-05 4.4993368E-05 0.0000000E+00 - 0.0000000E+00 4.1371771E-05 4.5365179E-05 9.0897988E-05 7.2028265E-05 3.0206926E-06 7.0471078E-05 5.0534563E-04 5.2122009E-05 4.1371771E-05 0.0000000E+00 - 0.0000000E+00 3.8036582E-05 4.2006279E-05 8.3872998E-05 6.6724854E-05 2.8567034E-06 6.5343669E-05 4.6096975E-04 4.8352173E-05 3.8036583E-05 0.0000000E+00 - 0.0000000E+00 3.4965575E-05 3.8888326E-05 7.7378932E-05 6.1798507E-05 2.6837947E-06 6.0574017E-05 4.2043397E-04 4.4844944E-05 3.4965571E-05 0.0000000E+00 - 0.0000000E+00 3.2138272E-05 3.5994740E-05 7.1376798E-05 5.7223680E-05 2.5074134E-06 5.6138618E-05 3.8341223E-04 4.1582942E-05 3.2138272E-05 0.0000000E+00 - 0.0000000E+00 6.3255527E-05 7.0849517E-05 1.4051740E-04 1.1296039E-04 1.7022507E-06 1.1134019E-04 7.4527205E-04 8.1637788E-05 6.3255528E-05 0.0000000E+00 - 0.0000000E+00 5.8107226E-05 6.5578234E-05 1.2958405E-04 1.0459695E-04 2.0214309E-06 1.0318706E-04 6.7876637E-04 7.5716924E-05 5.8107227E-05 0.0000000E+00 - 0.0000000E+00 5.3367377E-05 6.0682981E-05 1.1947505E-04 9.6825100E-05 2.2190179E-06 9.5600088E-05 6.1806607E-04 7.0204681E-05 5.3367373E-05 0.0000000E+00 - 0.0000000E+00 4.9005087E-05 5.6138878E-05 1.1013176E-04 8.9606330E-05 2.3229610E-06 8.8543639E-05 5.6268365E-04 6.5075293E-05 4.9005086E-05 0.0000000E+00 - 0.0000000E+00 4.4991506E-05 5.1922426E-05 1.0149903E-04 8.2904135E-05 2.3557736E-06 8.1983757E-05 5.1216921E-04 6.0304256E-05 4.4991505E-05 0.0000000E+00 - 0.0000000E+00 4.1299837E-05 4.8011464E-05 9.3525364E-05 7.6684046E-05 2.3355008E-06 7.5888278E-05 4.6610818E-04 5.5868380E-05 4.1299842E-05 0.0000000E+00 - 0.0000000E+00 3.7905134E-05 4.4385133E-05 8.6162586E-05 7.0913541E-05 2.2764850E-06 7.0226733E-05 4.2411917E-04 5.1745722E-05 3.7905134E-05 0.0000000E+00 - 0.0000000E+00 3.4784277E-05 4.1023811E-05 7.9365708E-05 6.5562017E-05 2.1900795E-06 6.4970347E-05 3.8585151E-04 4.7915560E-05 3.4784277E-05 0.0000000E+00 - 0.0000000E+00 3.1915757E-05 3.7909058E-05 7.3092776E-05 6.0600665E-05 2.0851817E-06 6.0091948E-05 3.5098325E-04 4.4358346E-05 3.1915757E-05 0.0000000E+00 - 0.0000000E+00 2.9279827E-05 3.5023726E-05 6.7304827E-05 5.6002568E-05 1.9686904E-06 5.5566073E-05 3.1921898E-04 4.1055806E-05 2.9279827E-05 0.0000000E+00 - 0.0000000E+00 2.6857964E-05 3.2351525E-05 6.1965415E-05 5.1742262E-05 1.8459275E-06 5.1368549E-05 2.9028775E-04 3.7990534E-05 2.6857966E-05 0.0000000E+00 - 0.0000000E+00 2.4633130E-05 2.9877304E-05 5.7040724E-05 4.7795978E-05 1.7208887E-06 4.7476754E-05 2.6394147E-04 3.5146270E-05 2.4633130E-05 0.0000000E+00 - 0.0000000E+00 4.8624110E-05 5.9375359E-05 1.1303504E-04 9.5284571E-05 1.1415650E-06 9.5193565E-05 5.0917520E-04 6.9832276E-05 4.8624110E-05 0.0000000E+00 - 0.0000000E+00 4.4562171E-05 5.4823720E-05 1.0400629E-04 8.7996440E-05 1.3693040E-06 8.7955909E-05 4.6218782E-04 6.4603725E-05 4.4562171E-05 0.0000000E+00 - 0.0000000E+00 4.0831339E-05 5.0607376E-05 9.5677125E-05 8.1242710E-05 1.5087637E-06 8.1243015E-05 4.1944264E-04 5.9748713E-05 4.0831339E-05 0.0000000E+00 - 0.0000000E+00 3.7405809E-05 4.6703300E-05 8.7996212E-05 7.4987003E-05 1.5807910E-06 7.5019934E-05 3.8057045E-04 5.5242701E-05 3.7405809E-05 0.0000000E+00 - 0.0000000E+00 3.4261577E-05 4.3089827E-05 8.0915549E-05 6.9195079E-05 1.6020478E-06 6.9253638E-05 3.4523210E-04 5.1062458E-05 3.4261577E-05 0.0000000E+00 - 0.0000000E+00 3.1376395E-05 3.9746588E-05 7.4390297E-05 6.3834669E-05 1.5857853E-06 6.3912932E-05 3.1311602E-04 4.7186053E-05 3.1376398E-05 0.0000000E+00 - 0.0000000E+00 2.8729615E-05 3.6654466E-05 6.8378673E-05 5.8875468E-05 1.5424485E-06 5.8968451E-05 2.8393656E-04 4.3592819E-05 2.8729615E-05 0.0000000E+00 - 0.0000000E+00 2.6302134E-05 3.3795546E-05 6.2841776E-05 5.4289061E-05 1.4802394E-06 5.4392580E-05 2.5743204E-04 4.0263302E-05 2.6302134E-05 0.0000000E+00 - 0.0000000E+00 2.4076237E-05 3.1153003E-05 5.7743363E-05 5.0048744E-05 1.4055239E-06 5.0159327E-05 2.3336284E-04 3.7179171E-05 2.4076235E-05 0.0000000E+00 - 0.0000000E+00 2.2035705E-05 2.8711272E-05 5.3049913E-05 4.6129720E-05 1.3232058E-06 4.6244489E-05 2.1151007E-04 3.4323372E-05 2.2035705E-05 0.0000000E+00 - 0.0000000E+00 2.0165353E-05 2.6455603E-05 4.8730101E-05 4.2508571E-05 1.2370115E-06 4.2625176E-05 1.9167351E-04 3.1679721E-05 2.0165355E-05 0.0000000E+00 - 0.0000000E+00 1.8451259E-05 2.4372320E-05 4.4754967E-05 3.9163539E-05 1.1497098E-06 3.9280075E-05 1.7367051E-04 2.9233136E-05 1.8451259E-05 0.0000000E+00 - 0.0000000E+00 3.6451758E-05 4.8856086E-05 8.9170841E-05 7.8749834E-05 7.7071334E-07 7.9471791E-05 3.3009104E-04 5.8732016E-05 3.6451759E-05 0.0000000E+00 - 0.0000000E+00 3.3320012E-05 4.4988990E-05 8.1842973E-05 7.2516146E-05 9.2113464E-07 7.3190125E-05 2.9842145E-04 5.4180350E-05 3.3320012E-05 0.0000000E+00 - 0.0000000E+00 3.0451094E-05 4.1416717E-05 7.5099945E-05 6.6757032E-05 1.0108947E-06 6.7384353E-05 2.6972353E-04 4.9966324E-05 3.0451095E-05 0.0000000E+00 - 0.0000000E+00 2.7823858E-05 3.8118215E-05 6.8897425E-05 6.1438740E-05 1.0547780E-06 6.2021008E-05 2.4372826E-04 4.6066746E-05 2.7823857E-05 0.0000000E+00 - 0.0000000E+00 2.5418728E-05 3.5073749E-05 6.3194132E-05 5.6529623E-05 1.0645018E-06 5.7068646E-05 2.2018940E-04 4.2459772E-05 2.5418730E-05 0.0000000E+00 - 0.0000000E+00 2.3217545E-05 3.2264801E-05 5.7951530E-05 5.1999944E-05 1.0493051E-06 5.2497690E-05 1.9888169E-04 3.9124833E-05 2.3217548E-05 0.0000000E+00 - 0.0000000E+00 2.1203572E-05 2.9674077E-05 5.3133888E-05 4.7821923E-05 1.0164041E-06 4.8280451E-05 1.7959942E-04 3.6042626E-05 2.1203573E-05 0.0000000E+00 - 0.0000000E+00 1.9361336E-05 2.7285413E-05 4.8707992E-05 4.3969589E-05 9.7141309E-07 4.4391020E-05 1.6215490E-04 3.3195056E-05 1.9361336E-05 0.0000000E+00 - 0.0000000E+00 1.7676546E-05 2.5083699E-05 4.4643001E-05 4.0418670E-05 9.1864151E-07 4.0805140E-05 1.4637701E-04 3.0565137E-05 1.7676547E-05 0.0000000E+00 - 0.0000000E+00 1.6136140E-05 2.3054960E-05 4.0910437E-05 3.7146631E-05 8.6138345E-07 3.7500273E-05 1.3210995E-04 2.8137098E-05 1.6136140E-05 0.0000000E+00 - 0.0000000E+00 1.4727934E-05 2.1186039E-05 3.7483816E-05 3.4132350E-05 8.0209685E-07 3.4455266E-05 1.1921184E-04 2.5896054E-05 1.4727935E-05 0.0000000E+00 - 0.0000000E+00 1.3440790E-05 1.9464768E-05 3.4338683E-05 3.1356241E-05 7.4258506E-07 3.1650489E-05 1.0755374E-04 2.3828188E-05 1.3440790E-05 0.0000000E+00 - 0.0000000E+00 2.6492514E-05 3.9294211E-05 6.8657334E-05 6.3470946E-05 5.1629438E-07 6.4439158E-05 1.9884652E-04 4.8329606E-05 2.6492514E-05 0.0000000E+00 - 0.0000000E+00 2.4145925E-05 3.6074721E-05 6.2837442E-05 5.8259999E-05 6.0771543E-07 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6.0599320E+04 1.0000000E+05 --5 -4 -3 -2 -1 21 1 2 3 4 5 - 0.0000000E+00 4.9179892E+00 6.8684417E+00 6.8709424E+00 6.8706007E+00 9.9993235E+01 6.8721923E+00 6.8725351E+00 6.8678567E+00 4.9179893E+00 0.0000000E+00 - 8.1736791E-01 5.7163828E+00 7.6609570E+00 7.6634712E+00 7.6631257E+00 1.2727027E+02 7.6647304E+00 7.6650771E+00 7.6603684E+00 5.7163828E+00 8.1736791E-01 - 1.7990386E+00 6.6791146E+00 8.6178193E+00 8.6203471E+00 8.6199978E+00 1.5984827E+02 8.6216157E+00 8.6219663E+00 8.6172271E+00 6.6791146E+00 1.7990386E+00 - 2.9681789E+00 7.8293533E+00 9.7621989E+00 9.7647402E+00 9.7643871E+00 1.9857655E+02 9.7660183E+00 9.7663728E+00 9.7616031E+00 7.8293533E+00 2.9681789E+00 - 4.3504655E+00 9.1927781E+00 1.1119775E+01 1.1122330E+01 1.1121973E+01 2.4441371E+02 1.1123618E+01 1.1123976E+01 1.1119175E+01 9.1927781E+00 4.3504655E+00 - 5.9743182E+00 1.0797811E+01 1.2718969E+01 1.2721538E+01 1.2721177E+01 2.9843801E+02 1.2722835E+01 1.2723198E+01 1.2718366E+01 1.0797811E+01 5.9743182E+00 - 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2.5206349E-05 1.8992777E-05 4.6449754E-05 2.8045062E-05 3.8553442E-06 2.5406499E-05 4.6757246E-04 2.1163435E-05 2.5206349E-05 9.3768601E-09 - 8.8644132E-09 2.3391493E-05 1.7728718E-05 4.3213259E-05 2.6213290E-05 3.5300823E-06 2.3768178E-05 4.3191014E-04 1.9760301E-05 2.3391493E-05 8.8638657E-09 - 8.6287511E-09 2.1701748E-05 1.6544195E-05 4.0191576E-05 2.4493729E-05 3.2316236E-06 2.2229013E-05 3.9886096E-04 1.8445473E-05 2.1701748E-05 8.6290873E-09 - 8.2001841E-09 2.0128542E-05 1.5434152E-05 3.7370911E-05 2.2879672E-05 2.9579735E-06 2.0783059E-05 3.6824249E-04 1.7213331E-05 2.0128542E-05 8.2002259E-09 - 7.8027814E-09 1.8664485E-05 1.4394452E-05 3.4738918E-05 2.1365391E-05 2.7070602E-06 1.9425336E-05 3.3988490E-04 1.6059226E-05 1.8664485E-05 7.8026337E-09 - 7.3184359E-09 1.7302305E-05 1.3420846E-05 3.2283615E-05 1.9945116E-05 2.4770937E-06 1.8150775E-05 3.1362926E-04 1.4978422E-05 1.7302305E-05 7.3189684E-09 - 7.0617580E-09 1.6035602E-05 1.2509735E-05 2.9994148E-05 1.8613787E-05 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5.8783111E-05 1.4980332E-04 8.5409570E-05 1.5270193E-05 7.5936708E-05 1.6271996E-03 6.4978831E-05 8.3637548E-05 8.6621685E-09 - 9.1575692E-09 7.7967002E-05 5.5145670E-05 1.4001086E-04 8.0256943E-05 1.4051864E-05 7.1431850E-05 1.5097348E-03 6.0962895E-05 7.7966994E-05 9.1510621E-09 - 9.4235067E-09 7.2656147E-05 5.1714547E-05 1.3081378E-04 7.5385971E-05 1.2924519E-05 6.7169373E-05 1.4002669E-03 5.7176332E-05 7.2656147E-05 9.4208994E-09 - 9.5001335E-09 6.7684335E-05 4.8479582E-05 1.2217974E-04 7.0783606E-05 1.1882180E-05 6.3138079E-05 1.2982962E-03 5.3607498E-05 6.7684336E-05 9.5042080E-09 - 9.2849030E-09 6.3031774E-05 4.5430800E-05 1.1407758E-04 6.6437014E-05 1.0919783E-05 5.9327009E-05 1.2033496E-03 5.0245109E-05 6.3031776E-05 9.2833391E-09 - 9.4872707E-09 5.8680444E-05 4.2559438E-05 1.0647839E-04 6.2334631E-05 1.0030144E-05 5.5726391E-05 1.1149809E-03 4.7079136E-05 5.8680439E-05 9.4824061E-09 - 9.5954253E-09 5.4612036E-05 3.9855889E-05 9.9353386E-05 5.8464088E-05 9.2090015E-06 5.2325650E-05 1.0327675E-03 4.4098808E-05 5.4612037E-05 9.5967264E-09 - 9.5292155E-09 5.0809566E-05 3.7311334E-05 9.2675622E-05 5.4813887E-05 8.4520076E-06 4.9114954E-05 9.5631108E-04 4.1294205E-05 5.0809566E-05 9.5288482E-09 - 9.2712887E-09 4.7257019E-05 3.4917402E-05 8.6419420E-05 5.1373019E-05 7.7545581E-06 4.6084962E-05 8.8523651E-04 3.8655928E-05 4.7257020E-05 9.2739352E-09 - 9.2404061E-09 4.3939613E-05 3.2666501E-05 8.0560834E-05 4.8131308E-05 7.1119230E-06 4.3227080E-05 8.1919041E-04 3.6175414E-05 4.3939612E-05 9.2392637E-09 - 9.1435499E-09 4.0842681E-05 3.0550665E-05 7.5076383E-05 4.5078306E-05 6.5203011E-06 4.0532400E-05 7.5783986E-04 3.3843819E-05 4.0842684E-05 9.1441860E-09 - 8.8987679E-09 3.7952543E-05 2.8562498E-05 6.9944007E-05 4.2204174E-05 5.9761265E-06 3.7992545E-05 7.0087184E-04 3.1652887E-05 3.7952545E-05 8.9010938E-09 - 8.5527401E-09 3.5256385E-05 2.6695054E-05 6.5142884E-05 3.9499611E-05 5.4758091E-06 3.5599619E-05 6.4799249E-04 2.9594886E-05 3.5256385E-05 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2.2307381E-06 1.9647800E-05 2.9127850E-04 1.5834290E-05 1.7155086E-05 4.7608049E-09 - 4.4721052E-09 1.5880029E-05 1.3242618E-05 3.0609133E-05 2.0010415E-05 2.0375565E-06 1.8338360E-05 2.6829887E-04 1.4755213E-05 1.5880029E-05 4.4716322E-09 - 4.3793687E-09 1.4695905E-05 1.2327025E-05 2.8400170E-05 1.8646784E-05 1.8607010E-06 1.7110655E-05 2.4706424E-04 1.3745865E-05 1.4695905E-05 4.3792966E-09 - 4.1473656E-09 1.3596268E-05 1.1471183E-05 2.6343229E-05 1.7370429E-05 1.6989126E-06 1.5959720E-05 2.2744800E-04 1.2801739E-05 1.3596268E-05 4.1471616E-09 - 3.9309325E-09 1.2575544E-05 1.0671606E-05 2.4428593E-05 1.6176346E-05 1.5509159E-06 1.4881310E-05 2.0933268E-04 1.1919051E-05 1.2575544E-05 3.9309888E-09 - 3.6459422E-09 1.1628283E-05 9.9247680E-06 2.2646896E-05 1.5059553E-05 1.4155950E-06 1.3871156E-05 1.9260870E-04 1.1093986E-05 1.1628283E-05 3.6460822E-09 - 3.4993610E-09 1.0749672E-05 9.2276242E-06 2.0989633E-05 1.4015627E-05 1.2918496E-06 1.2925490E-05 1.7717451E-04 1.0323231E-05 1.0749672E-05 3.4992559E-09 - 0.0000000E+00 1.3640681E-04 9.7937089E-05 2.4677282E-04 1.4342464E-04 2.2792888E-05 1.2612510E-04 2.5784423E-03 1.0679607E-04 1.3640682E-04 0.0000000E+00 - 3.0355602E-10 1.2744381E-04 9.2108907E-05 2.3118527E-04 1.3511624E-04 2.1234152E-05 1.1903699E-04 2.3971886E-03 1.0049104E-04 1.2744382E-04 3.1037476E-10 - 6.7892765E-10 1.1901726E-04 8.6588272E-05 2.1648749E-04 1.2722801E-04 1.9753284E-05 1.1229225E-04 2.2276596E-03 9.4517882E-05 1.1901727E-04 6.8070177E-10 - 1.1229389E-09 1.1110003E-04 8.1362318E-05 2.0263738E-04 1.1974385E-04 1.8350304E-05 1.0587874E-04 2.0691979E-03 8.8862538E-05 1.1110003E-04 1.1176578E-09 - 1.5828274E-09 1.0366575E-04 7.6418320E-05 1.8959378E-04 1.1264768E-04 1.7024604E-05 9.9784181E-05 1.9211718E-03 8.3511157E-05 1.0366575E-04 1.5839363E-09 - 2.0413716E-09 9.6689037E-05 7.1743942E-05 1.7731693E-04 1.0592374E-04 1.5775037E-05 9.3996491E-05 1.7829765E-03 7.8450251E-05 9.6689042E-05 2.0449625E-09 - 2.4822825E-09 9.0145449E-05 6.7327098E-05 1.6576825E-04 9.9556560E-05 1.4599974E-05 8.8503739E-05 1.6540342E-03 7.3666684E-05 9.0145450E-05 2.4829253E-09 - 2.9154800E-09 8.4011488E-05 6.3155971E-05 1.5491057E-04 9.3530918E-05 1.3497437E-05 8.3294160E-05 1.5337924E-03 6.9147690E-05 8.4011488E-05 2.9141621E-09 - 3.2830048E-09 7.8264538E-05 5.9219088E-05 1.4470798E-04 8.7831857E-05 1.2465039E-05 7.8356135E-05 1.4217253E-03 6.4880830E-05 7.8264544E-05 3.2890212E-09 - 3.6194502E-09 7.2883009E-05 5.5505358E-05 1.3512594E-04 8.2444862E-05 1.1500256E-05 7.3678332E-05 1.3173323E-03 6.0854104E-05 7.2883013E-05 3.6196236E-09 - 3.9552295E-09 6.7846249E-05 5.2004016E-05 1.2613134E-04 7.7355798E-05 1.0600247E-05 6.9249673E-05 1.2201378E-03 5.7055940E-05 6.7846252E-05 3.9556558E-09 - 4.1843625E-09 6.3134389E-05 4.8704564E-05 1.1769220E-04 7.2550792E-05 9.7621336E-06 6.5059192E-05 1.1296908E-03 5.3475006E-05 6.3134390E-05 4.1840802E-09 - 4.3358246E-09 5.8728593E-05 4.5596935E-05 1.0977804E-04 6.8016440E-05 8.9829974E-06 6.1096335E-05 1.0455633E-03 5.0100505E-05 5.8728597E-05 4.3367852E-09 - 4.6362010E-09 5.4611121E-05 4.2671665E-05 1.0235990E-04 6.3740037E-05 8.2594845E-06 5.7351011E-05 9.6735127E-04 4.6922224E-05 5.4611124E-05 4.6377855E-09 - 4.7750350E-09 5.0764575E-05 3.9919113E-05 9.5409599E-05 5.9708726E-05 7.5888195E-06 5.3812909E-05 8.9467194E-04 4.3929844E-05 5.0764573E-05 4.7758366E-09 - 4.7956956E-09 4.7172733E-05 3.7330319E-05 8.8900520E-05 5.5910418E-05 6.9679766E-06 5.0472363E-05 8.2716419E-04 4.1113772E-05 4.7172735E-05 4.7967399E-09 - 4.6230491E-09 4.3820096E-05 3.4896594E-05 8.2807256E-05 5.2333354E-05 6.3942918E-06 4.7319895E-05 7.6448736E-04 3.8464690E-05 4.3820097E-05 4.6244508E-09 - 4.7661421E-09 4.0692545E-05 3.2610187E-05 7.7106158E-05 4.8966785E-05 5.8639143E-06 4.4346930E-05 7.0632111E-04 3.5974254E-05 4.0692544E-05 4.7663289E-09 - 4.8447639E-09 3.7775829E-05 3.0462790E-05 7.1773855E-05 4.5799515E-05 5.3744542E-06 4.1544307E-05 6.5236305E-04 3.3633611E-05 3.7775829E-05 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4.3076209E-05 2.8388624E-05 2.8836043E-06 2.6024625E-05 3.7069031E-04 2.0807692E-05 2.2247277E-05 4.2315491E-09 - 4.1292180E-09 2.0601668E-05 1.7448919E-05 3.9997097E-05 2.6476385E-05 2.6342985E-06 2.4306417E-05 3.4151372E-04 1.9403202E-05 2.0601667E-05 4.1279366E-09 - 3.9591334E-09 1.9072132E-05 1.6250783E-05 3.7126963E-05 2.4684439E-05 2.4058475E-06 2.2693379E-05 3.1454020E-04 1.8087781E-05 1.9072132E-05 3.9593568E-09 - 3.6784978E-09 1.7650928E-05 1.5129977E-05 3.4452515E-05 2.3005849E-05 2.1966247E-06 2.1179669E-05 2.8961240E-04 1.6856176E-05 1.7650928E-05 3.6792725E-09 - 3.6369605E-09 1.6331159E-05 1.4082283E-05 3.1961649E-05 2.1434508E-05 2.0050310E-06 1.9760196E-05 2.6658189E-04 1.5703832E-05 1.6331159E-05 3.6370915E-09 - 3.4777892E-09 1.5105672E-05 1.3102928E-05 2.9642183E-05 1.9963733E-05 1.8297222E-06 1.8429254E-05 2.4531224E-04 1.4625675E-05 1.5105672E-05 3.4777406E-09 - 3.3117321E-09 1.3968201E-05 1.2187892E-05 2.7483158E-05 1.8587752E-05 1.6693586E-06 1.7181957E-05 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0.0000000E+00 1.1462588E-04 8.6823343E-05 2.1210994E-04 1.2901680E-04 1.7117168E-05 1.1468211E-04 2.0660849E-03 9.4519880E-05 1.1462588E-04 0.0000000E+00 - 1.7943394E-10 1.0695947E-04 8.1556114E-05 1.9847699E-04 1.2137226E-04 1.5984369E-05 1.0810274E-04 1.9180665E-03 8.8861813E-05 1.0695947E-04 1.8043317E-10 - 4.3406663E-10 9.9761143E-05 7.6572978E-05 1.8563783E-04 1.1412487E-04 1.4897611E-05 1.0184878E-04 1.7798254E-03 8.3505340E-05 9.9761148E-05 4.3597901E-10 - 7.3605036E-10 9.3006566E-05 7.1861696E-05 1.7355357E-04 1.0725881E-04 1.3859667E-05 9.5908424E-05 1.6507992E-03 7.8437521E-05 9.3006568E-05 7.3809168E-10 - 1.0444804E-09 8.6672220E-05 6.7410192E-05 1.6218679E-04 1.0075833E-04 1.2872342E-05 9.0269871E-05 1.5304483E-03 7.3645649E-05 8.6672216E-05 1.0452590E-09 - 1.3727305E-09 8.0735480E-05 6.3206813E-05 1.5150126E-04 9.4608028E-05 1.1936607E-05 8.4921500E-05 1.4182575E-03 6.9117406E-05 8.0735480E-05 1.3735951E-09 - 1.6717454E-09 7.5174548E-05 5.9240044E-05 1.4146184E-04 8.8792708E-05 1.1052718E-05 7.9851742E-05 1.3137347E-03 6.4840669E-05 7.5174547E-05 1.6699284E-09 - 1.9829519E-09 6.9968579E-05 5.5498798E-05 1.3203475E-04 8.3297601E-05 1.0220371E-05 7.5049252E-05 1.2164113E-03 6.0803772E-05 6.9968576E-05 1.9797703E-09 - 2.2426742E-09 6.5097492E-05 5.1972210E-05 1.2318739E-04 7.8108173E-05 9.4387114E-06 7.0502828E-05 1.1258412E-03 5.6995298E-05 6.5097496E-05 2.2460067E-09 - 2.4860830E-09 6.0542180E-05 4.8649852E-05 1.1488851E-04 7.3210374E-05 8.7065732E-06 6.6201526E-05 1.0416011E-03 5.3404241E-05 6.0542186E-05 2.4901466E-09 - 2.7327201E-09 5.6284368E-05 4.5521620E-05 1.0710811E-04 6.8590491E-05 8.0223905E-06 6.2134644E-05 9.6328934E-04 5.0019973E-05 5.6284365E-05 2.7315299E-09 - 2.8923867E-09 5.2306512E-05 4.2577625E-05 9.9817371E-05 6.4235121E-05 7.3844290E-06 5.8291612E-05 8.9052529E-04 4.6832118E-05 5.2306510E-05 2.8883882E-09 - 2.9862716E-09 4.8592022E-05 3.9808473E-05 9.2988762E-05 6.0131413E-05 6.7908132E-06 5.4662272E-05 8.2294933E-04 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7.3390544E-06 1.4430712E-05 1.1626015E-05 5.1575336E-07 1.1350024E-05 7.6959802E-05 8.5514291E-06 6.4443310E-06 5.2402397E-10 - 4.7211245E-10 5.9196394E-06 6.7808823E-06 1.3295630E-05 1.0745546E-05 4.6720176E-07 1.0497636E-05 7.0216130E-05 7.9118917E-06 5.9196395E-06 4.7227090E-10 - 3.5571387E-10 5.4359246E-06 6.2629493E-06 1.2245867E-05 9.9281739E-06 4.2309465E-07 9.7055529E-06 6.4042817E-05 7.3175275E-06 5.4359246E-06 3.5578284E-10 - 3.9669407E-10 4.9903196E-06 5.7827708E-06 1.1275554E-05 9.1699354E-06 3.8303396E-07 8.9700966E-06 5.8392571E-05 6.7656075E-06 4.9903195E-06 3.9662665E-10 - 3.7724452E-10 4.5798048E-06 5.3375642E-06 1.0378831E-05 8.4666176E-06 3.4667796E-07 8.2872780E-06 5.3223912E-05 6.2530950E-06 4.5798047E-06 3.7720413E-10 - 3.5415502E-10 4.2017908E-06 4.9249935E-06 9.5504621E-06 7.8145591E-06 3.1369549E-07 7.6536601E-06 4.8497330E-05 5.7774206E-06 4.2017906E-06 3.5407388E-10 - 3.1687247E-10 3.8538136E-06 4.5428023E-06 8.7854956E-06 7.2102562E-06 2.8378995E-07 7.0659384E-06 4.4176560E-05 5.3361017E-06 3.8538135E-06 3.1676626E-10 - 3.3206705E-10 3.5336609E-06 4.1889537E-06 8.0793956E-06 6.6504963E-06 2.5667527E-07 6.5210821E-06 4.0228237E-05 4.9268830E-06 3.5336608E-06 3.3205205E-10 - 3.0648691E-10 3.2391223E-06 3.8613832E-06 7.4277717E-06 6.1321138E-06 2.3210880E-07 6.0160886E-06 3.6621455E-05 4.5474915E-06 3.2391223E-06 3.0653441E-10 - 2.7800442E-10 2.9682722E-06 3.5582843E-06 6.8266633E-06 5.6522663E-06 2.0985387E-07 5.5482649E-06 3.3327897E-05 4.1959207E-06 2.9682722E-06 2.7811066E-10 - 2.2024287E-10 2.7192652E-06 3.2779056E-06 6.2723215E-06 5.2082324E-06 1.8970227E-07 5.1150235E-06 3.0321481E-05 3.8702281E-06 2.7192652E-06 2.2033243E-10 - 1.6909583E-10 2.4904539E-06 3.0186731E-06 5.7613232E-06 4.7975292E-06 1.7145350E-07 4.7140005E-06 2.7578364E-05 3.5686559E-06 2.4904539E-06 1.6911436E-10 - 0.0000000E+00 4.1127647E-05 4.2742355E-05 8.7957208E-05 6.7415360E-05 3.5751559E-06 6.5170497E-05 5.3766379E-04 4.8575211E-05 4.1127648E-05 0.0000000E+00 --6.2776907E-12 3.8090743E-05 3.9844725E-05 8.1725031E-05 6.2879101E-05 3.3510186E-06 6.0850472E-05 4.9462681E-04 4.5357426E-05 3.8090743E-05 -5.2197488E-12 - 1.4850359E-12 3.5260814E-05 3.7124533E-05 7.5897178E-05 5.8617203E-05 3.1286793E-06 5.6785330E-05 4.5479740E-04 4.2330706E-05 3.5260813E-05 -8.1034781E-13 - 2.6830187E-11 3.2625530E-05 3.4572722E-05 7.0451086E-05 5.4615978E-05 2.9110081E-06 5.2962979E-05 4.1796228E-04 3.9485758E-05 3.2625530E-05 2.5900566E-11 - 5.8345109E-11 3.0173092E-05 3.2180489E-05 6.5365074E-05 5.0862128E-05 2.7001683E-06 4.9371587E-05 3.8391940E-04 3.6813519E-05 3.0173092E-05 5.7531831E-11 - 9.9565747E-11 2.7892260E-05 2.9939369E-05 6.0618357E-05 4.7342787E-05 2.4977389E-06 4.5999668E-05 3.5247786E-04 3.4305227E-05 2.7892260E-05 9.8442873E-11 - 1.3650388E-10 2.5772311E-05 2.7841158E-05 5.6191015E-05 4.4045509E-05 2.3048163E-06 4.2836040E-05 3.2345737E-04 3.1952365E-05 2.5772311E-05 1.3832545E-10 - 1.8295997E-10 2.3803086E-05 2.5877992E-05 5.2064058E-05 4.0958301E-05 2.1221131E-06 3.9869900E-05 2.9668810E-04 2.9746739E-05 2.3803086E-05 1.8283098E-10 - 2.1660203E-10 2.1974902E-05 2.4042297E-05 4.8219331E-05 3.8069599E-05 1.9500140E-06 3.7090779E-05 2.7201033E-04 2.7680429E-05 2.1974903E-05 2.1883060E-10 - 2.4834353E-10 2.0278623E-05 2.2326831E-05 4.4639574E-05 3.5368323E-05 1.7886704E-06 3.4488594E-05 2.4927388E-04 2.5745822E-05 2.0278622E-05 2.4853856E-10 - 2.9371158E-10 1.8705600E-05 2.0724670E-05 4.1308377E-05 3.2843852E-05 1.6380225E-06 3.2053667E-05 2.2833800E-04 2.3935633E-05 1.8705601E-05 2.9429811E-10 - 3.1135893E-10 1.7247619E-05 1.9229141E-05 3.8210116E-05 3.0485959E-05 1.4978679E-06 2.9776624E-05 2.0907069E-04 2.2242809E-05 1.7247619E-05 3.1173468E-10 - 3.1009737E-10 1.5896965E-05 1.7833930E-05 3.5330009E-05 2.8284928E-05 1.3679014E-06 2.7648536E-05 1.9134853E-04 2.0660650E-05 1.5896965E-05 3.1006049E-10 - 3.7446748E-10 1.4646450E-05 1.6533099E-05 3.2654154E-05 2.6231558E-05 1.2476903E-06 2.5660925E-05 1.7505624E-04 1.9182834E-05 1.4646450E-05 3.7473129E-10 - 3.9264193E-10 1.3489116E-05 1.5320801E-05 3.0169204E-05 2.4316891E-05 1.1368065E-06 2.3805499E-05 1.6008601E-04 1.7803128E-05 1.3489116E-05 3.9222335E-10 - 3.7769487E-10 1.2418537E-05 1.4191605E-05 2.7862665E-05 2.2532522E-05 1.0347585E-06 2.2074460E-05 1.4633742E-04 1.6515714E-05 1.2418537E-05 3.7740458E-10 - 3.1779293E-10 1.1428656E-05 1.3140330E-05 2.5722727E-05 2.0870437E-05 9.4107333E-07 2.0460350E-05 1.3371692E-04 1.5315033E-05 1.1428656E-05 3.1750842E-10 - 3.6357561E-10 1.0513951E-05 1.2162230E-05 2.3738431E-05 1.9323200E-05 8.5511521E-07 1.8956241E-05 1.2213760E-04 1.4195959E-05 1.0513951E-05 3.6388219E-10 - 3.8646732E-10 9.6689752E-06 1.1252538E-05 2.1899171E-05 1.7883480E-05 7.7641384E-07 1.7555264E-05 1.1151839E-04 1.3153353E-05 9.6689746E-06 3.8600750E-10 - 3.7463857E-10 8.8887412E-06 1.0406858E-05 2.0195097E-05 1.6544449E-05 7.0448997E-07 1.6251016E-05 1.0178415E-04 1.2182454E-05 8.8887408E-06 3.7481020E-10 - 3.3651432E-10 8.1685983E-06 9.6210629E-06 1.8616975E-05 1.5299685E-05 6.3884513E-07 1.5037458E-05 9.2865062E-05 1.1278779E-05 8.1685978E-06 3.3629368E-10 - 3.5893518E-10 7.5042795E-06 8.8913266E-06 1.7156193E-05 1.4143176E-05 5.7897497E-07 1.3908931E-05 8.4696530E-05 1.0438152E-05 7.5042798E-06 3.5917860E-10 - 3.6614180E-10 6.8916418E-06 8.2138883E-06 1.5804534E-05 1.3069099E-05 5.2443923E-07 1.2859926E-05 7.7218549E-05 9.6564714E-06 6.8916416E-06 3.6600421E-10 - 3.4790006E-10 6.3268805E-06 7.5852673E-06 1.4554349E-05 1.2072023E-05 4.7482369E-07 1.1885305E-05 7.0375623E-05 8.9299274E-06 6.3268805E-06 3.4799235E-10 - 3.1323363E-10 5.8064646E-06 7.0022048E-06 1.3398495E-05 1.1146851E-05 4.2972187E-07 1.0980230E-05 6.4116418E-05 8.2549399E-06 5.8064646E-06 3.1332723E-10 - 3.2836004E-10 5.3271619E-06 6.4616933E-06 1.2330345E-05 1.0288840E-05 3.8874141E-07 1.0140196E-05 5.8393559E-05 7.6281926E-06 5.3271621E-06 3.2846714E-10 - 3.1698611E-10 4.8858275E-06 5.9607722E-06 1.1343566E-05 9.4933940E-06 3.5154141E-07 9.3608201E-06 5.3163164E-05 7.0464242E-06 4.8858273E-06 3.1687139E-10 - 2.7442183E-10 4.4796014E-06 5.4967253E-06 1.0432308E-05 8.7562576E-06 3.1779715E-07 8.6380414E-06 4.8384866E-05 6.5066311E-06 4.4796012E-06 2.7430174E-10 - 1.7518601E-10 4.1058091E-06 5.0669873E-06 9.5910953E-06 8.0734186E-06 2.8720767E-07 7.9680198E-06 4.4021517E-05 6.0059689E-06 4.1058091E-06 1.7525362E-10 - 2.1652015E-10 3.7621326E-06 4.6693740E-06 8.8149835E-06 7.4413451E-06 2.5948289E-07 7.3473997E-06 4.0037535E-05 5.5419985E-06 3.7621325E-06 2.1646572E-10 - 2.0594825E-10 3.4461222E-06 4.3014549E-06 8.0990579E-06 6.8563166E-06 2.3437563E-07 6.7725875E-06 3.6402177E-05 5.1120235E-06 3.4461222E-06 2.0601290E-10 - 1.9207969E-10 3.1556878E-06 3.9611886E-06 7.4389306E-06 6.3150964E-06 2.1164623E-07 6.2404786E-06 3.3086014E-05 4.7137606E-06 3.1556878E-06 1.9201800E-10 - 1.6781410E-10 2.8888455E-06 3.6466121E-06 6.8304652E-06 5.8145978E-06 1.9108094E-07 5.7481025E-06 3.0062134E-05 4.3450128E-06 2.8888455E-06 1.6782532E-10 - 1.8320000E-10 2.6438120E-06 3.3559458E-06 6.2698667E-06 5.3519887E-06 1.7247342E-07 5.2927313E-06 2.7305832E-05 4.0037775E-06 2.6438120E-06 1.8321454E-10 - 1.6700547E-10 2.4188177E-06 3.0874095E-06 5.7534892E-06 4.9245032E-06 1.5565023E-07 4.8716932E-06 2.4794295E-05 3.6880618E-06 2.4188177E-06 1.6705248E-10 - 1.4681904E-10 2.2123179E-06 2.8394351E-06 5.2780345E-06 4.5296510E-06 1.4044169E-07 4.4825814E-06 2.2506671E-05 3.3960945E-06 2.2123179E-06 1.4687809E-10 - 1.0242090E-10 2.0228388E-06 2.6105134E-06 4.8403963E-06 4.1650613E-06 1.2669937E-07 4.1231000E-06 2.0423814E-05 3.1261735E-06 2.0228388E-06 1.0240617E-10 - 5.6105787E-11 1.8490614E-06 2.3992803E-06 4.4377352E-06 3.8285647E-06 1.1428002E-07 3.7911457E-06 1.8528271E-05 2.8767504E-06 1.8490614E-06 5.6054143E-11 - 0.0000000E+00 3.2138272E-05 3.5994740E-05 7.1376798E-05 5.7223680E-05 2.5074134E-06 5.6138618E-05 3.8341223E-04 4.1582942E-05 3.2138272E-05 0.0000000E+00 --1.4237232E-11 2.9710497E-05 3.3490550E-05 6.6203001E-05 5.3262008E-05 2.3471103E-06 5.2292681E-05 3.5187096E-04 3.8753867E-05 2.9710495E-05 -1.5866520E-11 --1.2298390E-11 2.7452397E-05 3.1144317E-05 6.1373394E-05 4.9548109E-05 2.1880494E-06 4.8683002E-05 3.2275044E-04 3.6097968E-05 2.7452395E-05 -1.3924790E-11 - 1.8447834E-12 2.5353544E-05 2.8947648E-05 5.6868201E-05 4.6069023E-05 2.0324042E-06 4.5297667E-05 2.9588410E-04 3.3606468E-05 2.5353544E-05 2.4302692E-12 - 2.1364904E-11 2.3403992E-05 2.6892431E-05 5.2668415E-05 4.2812244E-05 1.8817979E-06 4.2125108E-05 2.7111471E-04 3.1270847E-05 2.3403991E-05 2.2212408E-11 - 4.2745890E-11 2.1594274E-05 2.4970854E-05 4.8755849E-05 3.9765653E-05 1.7374026E-06 3.9154104E-05 2.4829392E-04 2.9082870E-05 2.1594273E-05 4.1924913E-11 - 6.7076006E-11 1.9915413E-05 2.3175413E-05 4.5113156E-05 3.6917631E-05 1.6000207E-06 3.6373838E-05 2.2728223E-04 2.7034593E-05 1.9915413E-05 6.7878812E-11 - 9.4707131E-11 1.8358887E-05 2.1498903E-05 4.1723804E-05 3.4256984E-05 1.4701629E-06 3.3773859E-05 2.0794851E-04 2.5118362E-05 1.8358886E-05 9.3872160E-11 - 1.1533411E-10 1.6916618E-05 1.9934412E-05 3.8572025E-05 3.1772963E-05 1.3480925E-06 3.1344106E-05 1.9016972E-04 2.3326805E-05 1.6916618E-05 1.1586016E-10 - 1.3545425E-10 1.5580988E-05 1.8475352E-05 3.5642870E-05 2.9455299E-05 1.2338990E-06 2.9074925E-05 1.7383063E-04 2.1652865E-05 1.5580987E-05 1.3531515E-10 - 1.6743978E-10 1.4344807E-05 1.7115430E-05 3.2922154E-05 2.7294179E-05 1.1275157E-06 2.6957079E-05 1.5882341E-04 2.0089787E-05 1.4344808E-05 1.6777584E-10 - 1.7685365E-10 1.3201257E-05 1.5848617E-05 3.0396400E-05 2.5280195E-05 1.0287714E-06 2.4981678E-05 1.4504731E-04 1.8631068E-05 1.3201257E-05 1.7711638E-10 - 1.7292895E-10 1.2143955E-05 1.4669203E-05 2.8052885E-05 2.3404420E-05 9.3742155E-07 2.3140264E-05 1.3240830E-04 1.7270538E-05 1.2143955E-05 1.7297632E-10 - 2.2151429E-10 1.1166960E-05 1.3571829E-05 2.5879658E-05 2.1658423E-05 8.5313025E-07 2.1424839E-05 1.2081887E-04 1.6002373E-05 1.1166960E-05 2.2156285E-10 - 2.3335267E-10 1.0264543E-05 1.2551258E-05 2.3865291E-05 2.0034042E-05 7.7556697E-07 1.9827632E-05 1.1019734E-04 1.4820881E-05 1.0264543E-05 2.3318364E-10 - 2.2076043E-10 9.4314189E-06 1.1602616E-05 2.1999101E-05 1.8523628E-05 7.0435838E-07 1.8341348E-05 1.0046789E-04 1.3720743E-05 9.4314190E-06 2.2082020E-10 - 1.7439579E-10 8.6626211E-06 1.0721277E-05 2.0271008E-05 1.7119916E-05 6.3914797E-07 1.6959038E-05 9.1560041E-05 1.2696890E-05 8.6626212E-06 1.7439613E-10 - 2.1072675E-10 7.9536199E-06 9.9029884E-06 1.8671664E-05 1.5816148E-05 5.7945823E-07 1.5674239E-05 8.3408501E-05 1.1744638E-05 7.9536198E-06 2.1055424E-10 - 2.2794871E-10 7.2999724E-06 9.1435232E-06 1.7192072E-05 1.4605738E-05 5.2493968E-07 1.4480620E-05 7.5952573E-05 1.0859344E-05 7.2999722E-06 2.2806786E-10 - 2.1797299E-10 6.6976137E-06 8.4389828E-06 1.5823876E-05 1.3482542E-05 4.7523832E-07 1.3372276E-05 6.9136116E-05 1.0036700E-05 6.6976135E-06 2.1785314E-10 - 1.8876841E-10 6.1427630E-06 7.7857121E-06 1.4559260E-05 1.2440797E-05 4.2998699E-07 1.2343656E-05 6.2907086E-05 9.2726579E-06 6.1427629E-06 1.8857592E-10 - 2.0806051E-10 5.6319548E-06 7.1803247E-06 1.3390952E-05 1.1475119E-05 3.8881458E-07 1.1389565E-05 5.7217515E-05 8.5634489E-06 5.6319549E-06 2.0818795E-10 - 2.1516017E-10 5.1618362E-06 6.6195136E-06 1.2312029E-05 1.0580318E-05 3.5140031E-07 1.0504986E-05 5.2022942E-05 7.9053951E-06 5.1618360E-06 2.1504508E-10 - 2.0234069E-10 4.7293327E-06 6.1002194E-06 1.1316058E-05 9.7515664E-06 3.1744375E-07 9.6852426E-06 4.7282353E-05 7.2950827E-06 4.7293328E-06 2.0234381E-10 - 1.7800395E-10 4.3316003E-06 5.6195873E-06 1.0397049E-05 8.9843415E-06 2.8665033E-07 8.9259501E-06 4.2957932E-05 6.7293128E-06 4.3316001E-06 1.7793488E-10 - 1.9125466E-10 3.9660348E-06 5.1749784E-06 9.5494465E-06 8.2744394E-06 2.5873601E-07 8.2230276E-06 3.9014871E-05 6.2051191E-06 3.9660347E-06 1.9118515E-10 - 1.8304299E-10 3.6301138E-06 4.7638158E-06 8.7679631E-06 7.6178118E-06 2.3345648E-07 7.5725359E-06 3.5421019E-05 5.7196083E-06 3.6301138E-06 1.8308489E-10 - 1.4760194E-10 3.3215465E-06 4.3837359E-06 8.0477217E-06 7.0107162E-06 2.1057927E-07 6.9708287E-06 3.2146893E-05 5.2701146E-06 3.3215465E-06 1.4766359E-10 - 6.2977922E-11 3.0381953E-06 4.0325113E-06 7.3841679E-06 6.4496321E-06 1.8988957E-07 6.4144709E-06 2.9165445E-05 4.8541209E-06 3.0381952E-06 6.2862581E-11 - 1.0221804E-10 2.7782184E-06 3.7082463E-06 6.7731897E-06 5.9314577E-06 1.7118012E-07 5.9004536E-06 2.6450636E-05 4.4694675E-06 2.7782184E-06 1.0223840E-10 - 9.7251554E-11 2.5396603E-06 3.4088448E-06 6.2107230E-06 5.4529561E-06 1.5427643E-07 5.4255948E-06 2.3980361E-05 4.1137856E-06 2.5396602E-06 9.7145790E-11 - 8.9769087E-11 2.3208629E-06 3.1325445E-06 5.6931359E-06 5.0113065E-06 1.3900873E-07 4.9871384E-06 2.1733315E-05 3.7850659E-06 2.3208628E-06 8.9729521E-11 - 7.4946134E-11 2.1202559E-06 2.8776592E-06 5.2170182E-06 4.6038304E-06 1.2522654E-07 4.5824598E-06 1.9690109E-05 3.4813850E-06 2.1202559E-06 7.4945363E-11 - 8.9053219E-11 1.9364264E-06 2.6426554E-06 4.7792413E-06 4.2280688E-06 1.1278414E-07 4.2091481E-06 1.7832991E-05 3.2009837E-06 1.9364264E-06 8.9031051E-11 - 7.9246517E-11 1.7679823E-06 2.4260175E-06 4.3768150E-06 3.8816413E-06 1.0156072E-07 3.8648661E-06 1.6145616E-05 2.9421335E-06 1.7679824E-06 7.9277527E-11 - 6.5078965E-11 1.6137062E-06 2.2264028E-06 4.0070345E-06 3.5623996E-06 9.1437271E-08 3.5475017E-06 1.4613092E-05 2.7032886E-06 1.6137062E-06 6.5107258E-11 - 3.0694802E-11 1.4724413E-06 2.0425274E-06 3.6673598E-06 3.2683084E-06 8.2310572E-08 3.2550531E-06 1.3221785E-05 2.4829737E-06 1.4724413E-06 3.0709930E-11 --1.1048162E-11 1.3431508E-06 1.8732269E-06 3.3554696E-06 2.9975043E-06 7.4080515E-08 2.9856846E-06 1.1959316E-05 2.2798425E-06 1.3431508E-06 -1.1037895E-11 - 0.0000000E+00 2.4633130E-05 2.9877304E-05 5.7040724E-05 4.7795978E-05 1.7208887E-06 4.7476754E-05 2.6394147E-04 3.5146270E-05 2.4633130E-05 0.0000000E+00 --1.3242386E-11 2.2726804E-05 2.7740913E-05 5.2804382E-05 4.4387177E-05 1.6075340E-06 4.4112034E-05 2.4156004E-04 3.2685232E-05 2.2726802E-05 -1.4771759E-11 --1.5400214E-11 2.0957297E-05 2.5743558E-05 4.8857553E-05 4.1199082E-05 1.4953149E-06 4.0962649E-05 2.2095259E-04 3.0379904E-05 2.0957298E-05 -1.4268237E-11 --1.1125977E-11 1.9315927E-05 2.3877542E-05 4.5183009E-05 3.8219618E-05 1.3857829E-06 3.8017082E-05 2.0199252E-04 2.8222030E-05 1.9315927E-05 -1.2080488E-11 --7.1574779E-13 1.7794435E-05 2.2135459E-05 4.1764294E-05 3.5437130E-05 1.2800808E-06 3.5264211E-05 1.8456058E-04 2.6203652E-05 1.7794435E-05 -8.5895997E-13 - 1.2760311E-11 1.6384985E-05 2.0510188E-05 3.8585673E-05 3.2840412E-05 1.1790197E-06 3.2693304E-05 1.6854474E-04 2.4317079E-05 1.6384985E-05 1.2622690E-11 - 2.5913343E-11 1.5080148E-05 1.8994914E-05 3.5632186E-05 3.0418721E-05 1.0831408E-06 3.0294041E-05 1.5383987E-04 2.2554918E-05 1.5080149E-05 2.6370422E-11 - 4.3795158E-11 1.3872907E-05 1.7583113E-05 3.2889594E-05 2.8161756E-05 9.9277486E-07 2.8056509E-05 1.4034749E-04 2.0910070E-05 1.3872906E-05 4.3369088E-11 - 5.6478883E-11 1.2756617E-05 1.6268538E-05 3.0344364E-05 2.6059667E-05 9.0807469E-07 2.5971209E-05 1.2797551E-04 1.9375719E-05 1.2756618E-05 5.7443661E-11 - 6.8329671E-11 1.1725030E-05 1.5045259E-05 2.7983690E-05 2.4103063E-05 8.2907145E-07 2.4029061E-05 1.1663790E-04 1.7945357E-05 1.1725030E-05 6.8249023E-11 - 8.9713277E-11 1.0772264E-05 1.3907626E-05 2.5795453E-05 2.2283005E-05 7.5568595E-07 2.2221409E-05 1.0625447E-04 1.6612776E-05 1.0772263E-05 8.9588886E-11 - 9.4086566E-11 9.8927534E-06 1.2850236E-05 2.3768159E-05 2.0590951E-05 6.8776800E-07 2.0539962E-05 9.6750438E-05 1.5372016E-05 9.8927532E-06 9.4051796E-11 - 8.8983610E-11 9.0813030E-06 1.1867999E-05 2.1890997E-05 1.9018819E-05 6.2511876E-07 1.8976867E-05 8.8056315E-05 1.4217440E-05 9.0813031E-06 8.9174903E-11 - 1.2563335E-10 8.3330849E-06 1.0956132E-05 2.0153820E-05 1.7558997E-05 5.6747483E-07 1.7524710E-05 8.0107570E-05 1.3143733E-05 8.3330850E-06 1.2586768E-10 - 1.3309465E-10 7.6434570E-06 1.0109992E-05 1.8546956E-05 1.6204154E-05 5.1458395E-07 1.6176337E-05 7.2844187E-05 1.2145730E-05 7.6434572E-06 1.3295500E-10 - 1.2243201E-10 7.0081495E-06 9.3252617E-06 1.7061383E-05 1.4947424E-05 4.6616479E-07 1.4925045E-05 6.6210586E-05 1.1218610E-05 7.0081497E-06 1.2262143E-10 - 8.7367929E-11 6.4231580E-06 8.5978580E-06 1.5688616E-05 1.3782323E-05 4.2195327E-07 1.3764485E-05 6.0155318E-05 1.0357798E-05 6.4231584E-06 8.7511995E-11 - 1.1561954E-10 5.8848335E-06 7.9240197E-06 1.4420781E-05 1.2702811E-05 3.8159199E-07 1.2688743E-05 5.4630841E-05 9.5590570E-06 5.8848333E-06 1.1552397E-10 - 1.2824511E-10 5.3896114E-06 7.3000438E-06 1.3250339E-05 1.1703042E-05 3.4482797E-07 1.1692083E-05 4.9593071E-05 8.8182252E-06 5.3896115E-06 1.2817444E-10 - 1.1947418E-10 4.9342395E-06 6.7225148E-06 1.2170302E-05 1.0777579E-05 3.1140555E-07 1.0769163E-05 4.5001402E-05 8.1314450E-06 4.9342395E-06 1.1958075E-10 - 9.8131376E-11 4.5156992E-06 6.1882408E-06 1.1174145E-05 9.9213312E-06 2.8105940E-07 9.9149764E-06 4.0818264E-05 7.4950998E-06 4.5156991E-06 9.8103198E-11 - 1.1410814E-10 4.1312252E-06 5.6942623E-06 1.0255808E-05 9.1295490E-06 2.5352114E-07 9.1248467E-06 3.7009166E-05 6.9058216E-06 4.1312250E-06 1.1393997E-10 - 1.2026888E-10 3.7781530E-06 5.2377085E-06 9.4095379E-06 8.3976822E-06 2.2856279E-07 8.3942883E-06 3.3542231E-05 6.3603492E-06 3.7781529E-06 1.2025809E-10 - 1.1144254E-10 3.4540460E-06 4.8159297E-06 8.6300064E-06 7.7215041E-06 2.0597174E-07 7.7191294E-06 3.0388144E-05 5.8556581E-06 3.4540461E-06 1.1144528E-10 - 9.4578084E-11 3.1566536E-06 4.4264557E-06 7.9122558E-06 7.0970674E-06 1.8553936E-07 7.0954705E-06 2.7519964E-05 5.3889210E-06 3.1566535E-06 9.4526574E-11 - 1.0565517E-10 2.8839183E-06 4.0670052E-06 7.2516999E-06 6.5207067E-06 1.6706439E-07 6.5196880E-06 2.4912969E-05 4.9575160E-06 2.8839182E-06 1.0570048E-10 - 9.8992314E-11 2.6338546E-06 3.7353664E-06 6.6439881E-06 5.9889141E-06 1.5037651E-07 5.9883091E-06 2.2544398E-05 4.5589066E-06 2.6338546E-06 9.9015334E-11 - 6.9611653E-11 2.4046632E-06 3.4295116E-06 6.0851153E-06 5.4984512E-06 1.3531340E-07 5.4981254E-06 2.0393452E-05 4.1907565E-06 2.4046633E-06 6.9732631E-11 --2.5344927E-12 2.1946670E-06 3.1475348E-06 5.5713494E-06 5.0462815E-06 1.2172566E-07 5.0461244E-06 1.8441124E-05 3.8508654E-06 2.1946670E-06 -2.5131359E-12 - 3.3557350E-11 2.0024335E-06 2.8878145E-06 5.0993228E-06 4.6297251E-06 1.0946869E-07 4.6296602E-06 1.6668985E-05 3.5373441E-06 2.0024334E-06 3.3531564E-11 - 3.2160471E-11 1.8264301E-06 2.6485689E-06 4.6657252E-06 4.2460149E-06 9.8422849E-08 4.2459733E-06 1.5061733E-05 3.2481388E-06 1.8264302E-06 3.2206957E-11 - 2.8736725E-11 1.6653690E-06 2.4283016E-06 4.2676005E-06 3.8927351E-06 8.8470937E-08 3.8926663E-06 1.3604493E-05 2.9815060E-06 1.6653689E-06 2.8757956E-11 - 2.0353270E-11 1.5180308E-06 2.2255847E-06 3.9021794E-06 3.5676004E-06 7.9509904E-08 3.5674670E-06 1.2283790E-05 2.7357828E-06 1.5180308E-06 2.0371102E-11 - 3.2530464E-11 1.3833195E-06 2.0391181E-06 3.5669254E-06 3.2685143E-06 7.1439412E-08 3.2682897E-06 1.1087336E-05 2.5094471E-06 1.3833195E-06 3.2568656E-11 - 2.6887309E-11 1.2601619E-06 1.8676311E-06 3.2594251E-06 2.9934638E-06 6.4177814E-08 2.9931301E-06 1.0003848E-05 2.3010188E-06 1.2601619E-06 2.6920815E-11 - 1.6827970E-11 1.1476181E-06 1.7099920E-06 2.9774966E-06 2.7406282E-06 5.7643861E-08 2.7401744E-06 9.0230840E-06 2.1091687E-06 1.1476181E-06 1.6794327E-11 --9.6491146E-12 1.0447996E-06 1.5651270E-06 2.7190976E-06 2.5082932E-06 5.1767779E-08 2.5077139E-06 8.1357070E-06 1.9326373E-06 1.0447996E-06 -9.6532369E-12 --4.7155192E-11 9.5090741E-07 1.4320575E-06 2.4823628E-06 2.2948867E-06 4.6481457E-08 2.2941804E-06 7.3332681E-06 1.7702709E-06 9.5090742E-07 -4.7167359E-11 - 0.0000000E+00 1.8451259E-05 2.4372320E-05 4.4754967E-05 3.9163539E-05 1.1497098E-06 3.9280075E-05 1.7367051E-04 2.9233136E-05 1.8451259E-05 0.0000000E+00 --1.2282695E-11 1.6986024E-05 2.2577977E-05 4.1343229E-05 3.6281916E-05 1.0709606E-06 3.6396984E-05 1.5842803E-04 2.7121712E-05 1.6986023E-05 -1.2523011E-11 --1.5248597E-11 1.5628972E-05 2.0904343E-05 3.8171464E-05 3.3593722E-05 9.9336100E-07 3.3706259E-05 1.4443822E-04 2.5148718E-05 1.5628973E-05 -1.4484653E-11 --1.3718734E-11 1.4372999E-05 1.9344448E-05 3.5224881E-05 3.1087854E-05 9.1795131E-07 3.1197007E-05 1.3160794E-04 2.3306471E-05 1.4372999E-05 -1.3716458E-11 --1.0141034E-11 1.3211372E-05 1.7891597E-05 3.2489378E-05 2.8753637E-05 8.4548364E-07 2.8858743E-05 1.1984976E-04 2.1587575E-05 1.3211371E-05 -1.0388193E-11 --2.4878077E-12 1.2137714E-05 1.6539397E-05 2.9951548E-05 2.6580863E-05 7.7647785E-07 2.6681417E-05 1.0908190E-04 1.9984925E-05 1.2137714E-05 -2.6390255E-12 - 3.8680672E-12 1.1146001E-05 1.5281719E-05 2.7598633E-05 2.4559753E-05 7.1126670E-07 2.4655392E-05 9.9227813E-05 1.8491698E-05 1.1146000E-05 3.6432705E-12 - 1.6905648E-11 1.0230555E-05 1.4112739E-05 2.5418548E-05 2.2680989E-05 6.5003918E-07 2.2771467E-05 9.0216116E-05 1.7101379E-05 1.0230555E-05 1.6859389E-11 - 2.2031623E-11 9.3860113E-06 1.3026884E-05 2.3399831E-05 2.0935677E-05 5.9286305E-07 2.1020848E-05 8.1980228E-05 1.5807720E-05 9.3860116E-06 2.2259494E-11 - 2.9167516E-11 8.6073471E-06 1.2018886E-05 2.1531665E-05 1.9315373E-05 5.3972607E-07 1.9395180E-05 7.4458223E-05 1.4604786E-05 8.6073467E-06 2.8925854E-11 - 4.4675730E-11 7.8898391E-06 1.1083735E-05 1.9803835E-05 1.7812065E-05 4.9054214E-07 1.7886521E-05 6.7592534E-05 1.3486928E-05 7.8898388E-06 4.4661400E-11 - 4.6020090E-11 7.2290317E-06 1.0216666E-05 1.8206690E-05 1.6418130E-05 4.4518079E-07 1.6487303E-05 6.1329713E-05 1.2448746E-05 7.2290321E-06 4.6026995E-11 - 4.0439658E-11 6.6207792E-06 9.4131915E-06 1.6731159E-05 1.5126372E-05 4.0348191E-07 1.5190382E-05 5.5620231E-05 1.1485145E-05 6.6207792E-06 4.0454914E-11 - 6.7001267E-11 6.0612353E-06 8.6691065E-06 1.5368764E-05 1.3930032E-05 3.6524048E-07 1.3989035E-05 5.0418276E-05 1.0591329E-05 6.0612355E-06 6.7055465E-11 - 7.2420157E-11 5.5467163E-06 7.9803545E-06 1.4111438E-05 1.2822635E-05 3.3026840E-07 1.2876818E-05 4.5681375E-05 9.7626700E-06 5.5467162E-06 7.2387090E-11 - 6.3200377E-11 5.0738394E-06 7.3431684E-06 1.2951681E-05 1.1798137E-05 2.9835761E-07 1.1847707E-05 4.1370363E-05 8.9948531E-06 5.0738394E-06 6.3233887E-11 - 3.8028546E-11 4.6394432E-06 6.7539948E-06 1.1882450E-05 1.0850836E-05 2.6931757E-07 1.0896017E-05 3.7449073E-05 8.2837960E-06 4.6394433E-06 3.8127063E-11 - 5.9673653E-11 4.2406470E-06 6.2095578E-06 1.0897227E-05 9.9754348E-06 2.4288359E-07 1.0016463E-05 3.3884238E-05 7.6257164E-06 4.2406471E-06 5.9660861E-11 - 6.8540084E-11 3.8746525E-06 5.7066626E-06 9.9897918E-06 9.1668400E-06 2.1887889E-07 9.2039554E-06 3.0645108E-05 7.0169338E-06 3.8746525E-06 6.8554344E-11 - 6.0430562E-11 3.5389103E-06 5.2423639E-06 9.1543927E-06 8.4203247E-06 1.9712423E-07 8.4537704E-06 2.7703461E-05 6.4540395E-06 3.5389101E-06 6.0350362E-11 - 4.5155516E-11 3.2310628E-06 4.8139170E-06 8.3856717E-06 7.7314726E-06 1.7743273E-07 7.7614920E-06 2.5033257E-05 5.9338476E-06 3.2310627E-06 4.5102691E-11 - 5.7935931E-11 2.9489508E-06 4.4187750E-06 7.6786604E-06 7.0961718E-06 1.5961467E-07 7.1230043E-06 2.2610710E-05 5.4533896E-06 2.9489507E-06 5.7881462E-11 - 6.2942496E-11 2.6905028E-06 4.0544885E-06 7.0286615E-06 6.5105055E-06 1.4351304E-07 6.5343848E-06 2.0413894E-05 5.0098147E-06 2.6905029E-06 6.3030880E-11 - 5.6981098E-11 2.4538291E-06 3.7187979E-06 6.4313332E-06 5.9708446E-06 1.2898198E-07 5.9919968E-06 1.8422728E-05 4.6004828E-06 2.4538289E-06 5.6878249E-11 - 4.5771589E-11 2.2371893E-06 3.4096030E-06 5.8826468E-06 5.4738076E-06 1.1587782E-07 5.4924513E-06 1.6618821E-05 4.2229327E-06 2.2371893E-06 4.5829107E-11 - 5.4450223E-11 2.0389926E-06 3.1249634E-06 5.3788776E-06 5.0162592E-06 1.0406178E-07 5.0326029E-06 1.4985358E-05 3.8748817E-06 2.0389925E-06 5.4415494E-11 - 4.8865998E-11 1.8577122E-06 2.8630135E-06 4.9165121E-06 4.5952200E-06 9.3419015E-08 4.6094619E-06 1.3506919E-05 3.5541409E-06 1.8577123E-06 4.8935041E-11 - 2.3926483E-11 1.6919665E-06 2.6220435E-06 4.4923188E-06 4.2079423E-06 8.3839632E-08 4.2202692E-06 1.2169471E-05 3.2586939E-06 1.6919665E-06 2.3883709E-11 --3.6776178E-11 1.5404708E-06 2.4004516E-06 4.1032956E-06 3.8518584E-06 7.5222909E-08 3.8624458E-06 1.0960245E-05 2.9866501E-06 1.5404707E-06 -3.6805630E-11 --5.0393365E-12 1.4021358E-06 2.1968730E-06 3.7467335E-06 3.5246984E-06 6.7470851E-08 3.5337176E-06 9.8667493E-06 2.7363801E-06 1.4021358E-06 -5.0379651E-12 --4.2083943E-12 1.2757898E-06 2.0098232E-06 3.4199880E-06 3.2241445E-06 6.0504258E-08 3.2317496E-06 8.8788971E-06 2.5061362E-06 1.2757898E-06 -4.1790753E-12 --5.0215621E-12 1.1604544E-06 1.8380523E-06 3.1206969E-06 2.9481695E-06 5.4244689E-08 2.9545050E-06 7.9867640E-06 2.2944292E-06 1.1604544E-06 -5.0088242E-12 --9.2199404E-12 1.0552066E-06 1.6803743E-06 2.8466558E-06 2.6948652E-06 4.8623879E-08 2.7000651E-06 7.1814217E-06 2.0998467E-06 1.0552066E-06 -9.2129315E-12 - 8.2674100E-13 9.5921606E-07 1.5357075E-06 2.5958457E-06 2.4624799E-06 4.3574827E-08 2.4666682E-06 6.4547567E-06 1.9210946E-06 9.5921607E-07 8.3249535E-13 --2.0197815E-12 8.7167564E-07 1.4030061E-06 2.3663585E-06 2.2493469E-06 3.9044309E-08 2.2526377E-06 5.7993467E-06 1.7569276E-06 8.7167563E-07 -2.0271987E-12 --9.2035141E-12 7.9187750E-07 1.2813352E-06 2.1564676E-06 2.0539563E-06 3.4978588E-08 2.0564542E-06 5.2084859E-06 1.6062239E-06 7.9187747E-07 -9.2384095E-12 --2.9570677E-11 7.1915571E-07 1.1698130E-06 1.9645650E-06 1.8748943E-06 3.1332094E-08 1.8766949E-06 4.6760856E-06 1.4679269E-06 7.1915572E-07 -2.9562244E-11 --6.2755777E-11 6.5290988E-07 1.0676344E-06 1.7891810E-06 1.7108642E-06 2.8059949E-08 1.7120541E-06 4.1966648E-06 1.3410674E-06 6.5290986E-07 -6.2766965E-11 - 0.0000000E+00 1.3440790E-05 1.9464768E-05 3.4338683E-05 3.1356241E-05 7.4258506E-07 3.1650489E-05 1.0755374E-04 2.3828188E-05 1.3440790E-05 0.0000000E+00 --8.2695090E-12 1.2343396E-05 1.7986304E-05 3.1646154E-05 2.8971772E-05 6.8928078E-07 2.9241138E-05 9.7723211E-05 2.2048786E-05 1.2343396E-05 -7.8029055E-12 --1.2560256E-11 1.1329527E-05 1.6610875E-05 2.9148982E-05 2.6753526E-05 6.3710154E-07 2.6999566E-05 8.8735182E-05 2.0390600E-05 1.1329527E-05 -1.2084859E-11 --1.3086090E-11 1.0393498E-05 1.5332256E-05 2.6834676E-05 2.4691483E-05 5.8669792E-07 2.4915713E-05 8.0524025E-05 1.8846555E-05 1.0393498E-05 -1.3090088E-11 --1.1827553E-11 9.5299333E-06 1.4144499E-05 2.4691352E-05 2.2776054E-05 5.3852771E-07 2.2979947E-05 7.3028425E-05 1.7409877E-05 9.5299337E-06 -1.1982543E-11 --7.9785862E-12 8.7337634E-06 1.3041929E-05 2.2707737E-05 2.0998091E-05 4.9289507E-07 2.1183067E-05 6.6191212E-05 1.6074070E-05 8.7337634E-06 -8.1406667E-12 --4.6541255E-12 8.0002055E-06 1.2019140E-05 2.0873150E-05 1.9348879E-05 4.4998168E-07 1.9516302E-05 5.9959150E-05 1.4832933E-05 8.0002056E-06 -4.6779274E-12 - 2.9237071E-12 7.3247702E-06 1.1070999E-05 1.9177493E-05 1.7820137E-05 4.0987678E-07 1.7971312E-05 5.4282758E-05 1.3680555E-05 7.3247701E-06 2.8561913E-12 - 5.6710001E-12 6.7032282E-06 1.0192624E-05 1.7611223E-05 1.6403993E-05 3.7259182E-07 1.6540162E-05 4.9116098E-05 1.2611301E-05 6.7032283E-06 5.7993366E-12 - 1.0096881E-11 6.1316290E-06 9.3794060E-06 1.6165355E-05 1.5093007E-05 3.3808934E-07 1.5215349E-05 4.4416617E-05 1.1619835E-05 6.1316291E-06 1.0185307E-11 - 1.9497584E-11 5.6062682E-06 8.6269792E-06 1.4831432E-05 1.3880131E-05 3.0628535E-07 1.3989763E-05 4.0144915E-05 1.0701083E-05 5.6062683E-06 1.9355063E-11 - 1.9762586E-11 5.1236667E-06 7.9312072E-06 1.3601483E-05 1.2758695E-05 2.7707111E-07 1.2856669E-05 3.6264557E-05 9.8502337E-06 5.1236667E-06 1.9802773E-11 - 1.4855754E-11 4.6805908E-06 7.2882053E-06 1.2468049E-05 1.1722427E-05 2.5032157E-07 1.1809733E-05 3.2741941E-05 9.0627484E-06 4.6805909E-06 1.4986623E-11 - 3.4189963E-11 4.2740513E-06 6.6943418E-06 1.1424158E-05 1.0765445E-05 2.2588065E-07 1.0843009E-05 2.9546099E-05 8.3343706E-06 4.2740512E-06 3.4232708E-11 - 3.7499773E-11 3.9011940E-06 6.1461322E-06 1.0463214E-05 9.8821495E-06 2.0361331E-07 9.9508366E-06 2.6648444E-05 7.6610177E-06 3.9011939E-06 3.7562703E-11 - 2.9606359E-11 3.5594050E-06 5.6403471E-06 9.5790926E-06 9.0673192E-06 1.8337015E-07 9.1279379E-06 2.4022720E-05 7.0388891E-06 3.5594050E-06 2.9525219E-11 - 1.2309253E-11 3.2462514E-06 5.1739529E-06 8.7660682E-06 8.3160561E-06 1.6501856E-07 8.3693570E-06 2.1644799E-05 6.4644058E-06 3.2462514E-06 1.2297880E-11 - 2.8586476E-11 2.9595151E-06 4.7441491E-06 8.0188374E-06 7.6238089E-06 1.4836624E-07 7.6704883E-06 1.9492569E-05 5.9342487E-06 2.9595151E-06 2.8568768E-11 - 3.4438505E-11 2.6970543E-06 4.3482293E-06 7.3323748E-06 6.9862352E-06 1.3329526E-07 7.0269371E-06 1.7545681E-05 5.4452185E-06 2.6970543E-06 3.4471470E-11 - 2.7267823E-11 2.4569222E-06 3.9837013E-06 6.7020365E-06 6.3993114E-06 1.1968473E-07 6.4346298E-06 1.5785539E-05 4.9943553E-06 2.4569222E-06 2.7234811E-11 - 1.6554946E-11 2.2373251E-06 3.6482514E-06 6.1235133E-06 5.8592936E-06 1.0740731E-07 5.8897764E-06 1.4195049E-05 4.5789037E-06 2.2373250E-06 1.6618436E-11 - 2.6448196E-11 2.0366196E-06 3.3397307E-06 5.5928116E-06 5.3626972E-06 9.6332805E-08 5.3888472E-06 1.2758672E-05 4.1962951E-06 2.0366195E-06 2.6434962E-11 - 2.9985082E-11 1.8532382E-06 3.0560897E-06 5.1061766E-06 4.9062280E-06 8.6357333E-08 4.9285059E-06 1.1462149E-05 3.8440842E-06 1.8532382E-06 2.9951928E-11 - 2.6276176E-11 1.6857552E-06 2.7954411E-06 4.6601444E-06 4.4868391E-06 7.7384578E-08 4.5056665E-06 1.0292473E-05 3.5200101E-06 1.6857552E-06 2.6286502E-11 - 1.8775823E-11 1.5328591E-06 2.5560339E-06 4.2515079E-06 4.1016994E-06 6.9319064E-08 4.1174610E-06 9.2377848E-06 3.2219699E-06 1.5328591E-06 1.8776949E-11 - 2.5274828E-11 1.3933549E-06 2.3362531E-06 3.8773099E-06 3.7481911E-06 6.2068259E-08 3.7612370E-06 8.2872929E-06 2.9480170E-06 1.3933549E-06 2.5270488E-11 - 2.0378833E-11 1.2660997E-06 2.1345573E-06 3.5347724E-06 3.4238401E-06 5.5557852E-08 3.4344882E-06 7.4311419E-06 2.6962988E-06 1.2660996E-06 2.0388026E-11 --4.9821903E-13 1.1500617E-06 1.9495352E-06 3.2213457E-06 3.1263700E-06 4.9716207E-08 3.1349083E-06 6.6604112E-06 2.4651108E-06 1.1500617E-06 -4.9245895E-13 --5.0987569E-11 1.0442845E-06 1.7798696E-06 2.9346696E-06 2.8536629E-06 4.4477962E-08 2.8603515E-06 5.9670300E-06 2.2528614E-06 1.0442845E-06 -5.0985344E-11 --2.3971215E-11 9.4796377E-07 1.6244354E-06 2.6726097E-06 2.6038375E-06 3.9779054E-08 2.6089139E-06 5.3429932E-06 2.0581729E-06 9.4796375E-07 -2.3997034E-11 --2.1978358E-11 8.6022806E-07 1.4820233E-06 2.4331056E-06 2.3750039E-06 3.5569235E-08 2.3786795E-06 4.7820865E-06 1.8795906E-06 8.6022805E-07 -2.1969416E-11 --2.1330878E-11 7.8035589E-07 1.3516133E-06 2.2143113E-06 2.1655008E-06 3.1797969E-08 2.1679656E-06 4.2780825E-06 1.7158702E-06 7.8035590E-07 -2.1312491E-11 --2.2628582E-11 7.0766881E-07 1.2322417E-06 2.0145130E-06 1.9737737E-06 2.8421806E-08 1.9751981E-06 3.8254273E-06 1.5658373E-06 7.0766881E-07 -2.2619679E-11 --1.4843123E-11 6.4155555E-07 1.1230291E-06 1.8321422E-06 1.7983969E-06 2.5397662E-08 1.7989329E-06 3.4190980E-06 1.4284162E-06 6.4155554E-07 -1.4848954E-11 --1.5918604E-11 5.8142755E-07 1.0231346E-06 1.6657257E-06 1.6380242E-06 2.2692323E-08 1.6378074E-06 3.0545198E-06 1.3025824E-06 5.8142754E-07 -1.5925482E-11 --2.1083880E-11 5.2676710E-07 9.3180353E-07 1.5139305E-06 1.4914355E-06 2.0271594E-08 1.4905863E-06 2.7275822E-06 1.1874102E-06 5.2676708E-07 -2.1085929E-11 --3.6643278E-11 4.7709033E-07 8.4832924E-07 1.3755209E-06 1.3574949E-06 1.8106929E-08 1.3561197E-06 2.4345741E-06 1.0820339E-06 4.7709033E-07 -3.6643861E-11 --6.5404960E-11 4.3195933E-07 7.7206495E-07 1.2493682E-06 1.2351609E-06 1.6169887E-08 1.2333537E-06 2.1721748E-06 9.8565854E-07 4.3195932E-07 -6.5406006E-11 - 0.0000000E+00 9.4589761E-06 1.5141987E-05 2.5624569E-05 2.4401069E-05 4.5947711E-07 2.4689211E-05 6.1056979E-05 1.8930301E-05 9.4589762E-06 0.0000000E+00 --6.1304995E-12 8.6630419E-06 1.3952535E-05 2.3552667E-05 2.2479152E-05 4.2469433E-07 2.2736398E-05 5.5184465E-05 1.7464878E-05 8.6630417E-06 -5.9284763E-12 --9.9349703E-12 7.9297177E-06 1.2849175E-05 2.1636268E-05 2.0696680E-05 3.9092355E-07 2.0925738E-05 4.9841689E-05 1.6103471E-05 7.9297176E-06 -9.9930263E-12 --1.0269298E-11 7.2545750E-06 1.1826454E-05 1.9865005E-05 1.9044802E-05 3.5853913E-07 1.9248195E-05 4.4985036E-05 1.4839685E-05 7.2545748E-06 -1.0140478E-11 --1.0057822E-11 6.6334346E-06 1.0879179E-05 1.8229067E-05 1.7515094E-05 3.2779428E-07 1.7695167E-05 4.0573984E-05 1.3667410E-05 6.6334346E-06 -1.0058846E-11 --8.7090561E-12 6.0623743E-06 1.0002423E-05 1.6719174E-05 1.6099556E-05 2.9884684E-07 1.6258485E-05 3.6570947E-05 1.2580830E-05 6.0623742E-06 -8.8977529E-12 --6.5159254E-12 5.5377048E-06 9.1914986E-06 1.5326556E-05 1.4790589E-05 2.7177961E-07 1.4930386E-05 3.2941077E-05 1.1574399E-05 5.5377049E-06 -6.3771527E-12 --1.8459294E-12 5.0559730E-06 8.4419800E-06 1.4042954E-05 1.3581006E-05 2.4662007E-07 1.3703528E-05 2.9652164E-05 1.0642864E-05 5.0559729E-06 -1.7819450E-12 --8.4290218E-13 4.6139374E-06 7.7496703E-06 1.2860586E-05 1.2464002E-05 2.2334911E-07 1.2570962E-05 2.6674455E-05 9.7812324E-06 4.6139374E-06 -7.1638327E-13 - 7.5227683E-13 4.2085784E-06 7.1106195E-06 1.1772151E-05 1.1433169E-05 2.0192040E-07 1.1526141E-05 2.3980524E-05 8.9847927E-06 4.2085785E-06 7.4391222E-13 - 7.5095008E-12 3.8370792E-06 6.5211081E-06 1.0770801E-05 1.0482469E-05 1.8226008E-07 1.0562897E-05 2.1545115E-05 8.2490951E-06 3.8370792E-06 7.5089417E-12 - 6.6242387E-12 3.4967965E-06 5.9776163E-06 9.8500991E-06 9.6062036E-06 1.6428293E-07 9.6754083E-06 1.9344991E-05 7.5699235E-06 3.4967963E-06 6.5890276E-12 - 2.3942389E-12 3.1852841E-06 5.4768546E-06 9.0040389E-06 8.7990329E-06 1.4789587E-07 8.8582227E-06 1.7358819E-05 6.9433244E-06 3.1852841E-06 2.4635429E-12 - 1.5832022E-11 2.9002877E-06 5.0157533E-06 8.2270272E-06 8.0559690E-06 1.3298436E-07 8.1062445E-06 1.5567059E-05 6.3655963E-06 2.9002875E-06 1.5768927E-11 - 1.7908867E-11 2.6396625E-06 4.5913874E-06 7.5137931E-06 7.3722869E-06 1.1945647E-07 7.4146503E-06 1.3951750E-05 5.8332153E-06 2.6396625E-06 1.7883854E-11 - 1.2249770E-11 2.4014506E-06 4.2010496E-06 6.8594524E-06 6.7435962E-06 1.0720922E-07 6.7789569E-06 1.2496494E-05 5.3429053E-06 2.4014505E-06 1.2278355E-11 - 8.9547009E-13 2.1838356E-06 3.8422076E-06 6.2594577E-06 6.1657926E-06 9.6154736E-08 6.1949747E-06 1.1186298E-05 4.8915963E-06 2.1838356E-06 9.3055258E-13 - 1.2741492E-11 1.9851628E-06 3.5125234E-06 5.7096020E-06 5.6350690E-06 8.6157303E-08 5.6588177E-06 1.0007497E-05 4.4764419E-06 1.9851627E-06 1.2723394E-11 - 1.5867777E-11 1.8038437E-06 3.2097571E-06 5.2059191E-06 5.1478171E-06 7.7142931E-08 5.1668048E-06 8.9475736E-06 4.0947227E-06 1.8038437E-06 1.5852638E-11 - 9.7912579E-12 1.6384403E-06 2.9318521E-06 4.7447583E-06 4.7007068E-06 6.9034032E-08 4.7155384E-06 7.9951671E-06 3.7439299E-06 1.6384402E-06 9.7803200E-12 - 2.6081528E-12 1.4876296E-06 2.6769014E-06 4.3227351E-06 4.2906438E-06 6.1747434E-08 4.3018631E-06 7.1398617E-06 3.4217323E-06 1.4876296E-06 2.6356967E-12 - 9.9397557E-12 1.3502027E-06 2.4431385E-06 3.9367250E-06 3.9147596E-06 5.5197239E-08 3.9228537E-06 6.3722698E-06 3.1259633E-06 1.3502027E-06 9.9406281E-12 - 1.2376140E-11 1.2250110E-06 2.2288891E-06 3.5838007E-06 3.5703556E-06 4.9318054E-08 3.5757600E-06 5.6838103E-06 2.8545735E-06 1.2250110E-06 1.2382161E-11 - 1.0089091E-11 1.1110144E-06 2.0326169E-06 3.2612719E-06 3.2549457E-06 4.4049288E-08 3.2580487E-06 5.0667043E-06 2.6056749E-06 1.1110144E-06 1.0106848E-11 - 5.3048441E-12 1.0072578E-06 1.8528986E-06 2.9666533E-06 2.9662261E-06 3.9330246E-08 2.9673730E-06 4.5138969E-06 2.3775146E-06 1.0072578E-06 5.3175516E-12 - 9.7639667E-12 9.1287282E-07 1.6884248E-06 2.6976589E-06 2.7020714E-06 3.5101827E-08 2.7015686E-06 4.0190071E-06 2.1684753E-06 9.1287278E-07 9.7558064E-12 - 5.3340521E-12 8.2703346E-07 1.5379544E-06 2.4521515E-06 2.4604863E-06 3.1318336E-08 2.4586048E-06 3.5762400E-06 1.9770277E-06 8.2703345E-07 5.3337985E-12 --1.1816871E-11 7.4899565E-07 1.4003536E-06 2.2281756E-06 2.2396397E-06 2.7935229E-08 2.2366185E-06 3.1803869E-06 1.8017692E-06 7.4899561E-07 -1.1834301E-11 --5.3072813E-11 6.7807135E-07 1.2745680E-06 2.0239264E-06 2.0378348E-06 2.4912057E-08 2.0338838E-06 2.8267699E-06 1.6413946E-06 6.7807133E-07 -5.3079576E-11 --3.0593023E-11 6.1368829E-07 1.1596936E-06 1.8377680E-06 1.8535568E-06 2.2208781E-08 1.8488601E-06 2.5106574E-06 1.4947681E-06 6.1368828E-07 -3.0581847E-11 --2.8193853E-11 5.5522014E-07 1.0547734E-06 1.6681412E-06 1.6853115E-06 1.9795151E-08 1.6800296E-06 2.2285772E-06 1.3607131E-06 5.5522012E-07 -2.8193451E-11 --2.6832708E-11 5.0215419E-07 9.5899720E-07 1.5136459E-06 1.5317788E-06 1.7640106E-08 1.5260509E-06 1.9769521E-06 1.2382173E-06 5.0215418E-07 -2.6832708E-11 --2.6428702E-11 4.5400944E-07 8.7160427E-07 1.3729878E-06 1.3917304E-06 1.5717332E-08 1.3856772E-06 1.7526298E-06 1.1263321E-06 4.5400943E-07 -2.6427073E-11 --2.0644478E-11 4.1035210E-07 7.9189962E-07 1.2449837E-06 1.2640408E-06 1.4000390E-08 1.2577660E-06 1.5527764E-06 1.0241875E-06 4.1035209E-07 -2.0641432E-11 --2.0762417E-11 3.7076867E-07 7.1922623E-07 1.1285305E-06 1.1476570E-06 1.2469632E-08 1.1412493E-06 1.3748268E-06 9.3096458E-07 3.7076865E-07 -2.0770731E-11 --2.4463053E-11 3.3489444E-07 6.5299258E-07 1.0226296E-06 1.0416234E-06 1.1104321E-08 1.0351583E-06 1.2164930E-06 8.4592150E-07 3.3489443E-07 -2.4466919E-11 --3.6086674E-11 3.0239091E-07 5.9264900E-07 9.2636063E-07 9.4505632E-07 9.8874643E-09 9.3859750E-07 1.0757251E-06 7.6836937E-07 3.0239090E-07 -3.6086804E-11 --6.0359155E-11 2.7295015E-07 5.3769130E-07 8.3888334E-07 8.5714604E-07 8.8018928E-09 8.5074695E-07 9.5070453E-07 6.9767538E-07 2.7295015E-07 -6.0357504E-11 - 0.0000000E+00 6.3715996E-06 1.1392724E-05 1.8457442E-05 1.8319947E-05 2.6898121E-07 1.8489951E-05 3.0128673E-05 1.4549535E-05 6.3715994E-06 0.0000000E+00 --4.0551302E-12 5.8174015E-06 1.0464439E-05 1.6913783E-05 1.6821295E-05 2.4740251E-07 1.6966660E-05 2.7013345E-05 1.3378383E-05 5.8174012E-06 -4.0582422E-12 --6.4451480E-12 5.3084001E-06 9.6061498E-06 1.5490354E-05 1.5436120E-05 2.2664664E-07 1.5559534E-05 2.4199058E-05 1.2294130E-05 5.3084001E-06 -6.4619537E-12 --7.4434168E-12 4.8412594E-06 8.8131980E-06 1.4178790E-05 1.4156832E-05 2.0690752E-07 1.4260746E-05 2.1659231E-05 1.1291127E-05 4.8412594E-06 -7.3985145E-12 --7.2596955E-12 4.4128485E-06 8.0811621E-06 1.2971185E-05 1.2976234E-05 1.8830832E-07 1.3062878E-05 1.9369317E-05 1.0364001E-05 4.4128484E-06 -7.2572056E-12 --6.6924142E-12 4.0202321E-06 7.4058591E-06 1.1860095E-05 1.1887519E-05 1.7091742E-07 1.1958917E-05 1.7306693E-05 9.5076564E-06 4.0202319E-06 -6.7577769E-12 --6.0228678E-12 3.6606648E-06 6.7833367E-06 1.0838514E-05 1.0884255E-05 1.5476071E-07 1.0942243E-05 1.5450538E-05 8.7172679E-06 3.6606647E-06 -6.0221603E-12 --3.4502305E-12 3.3315846E-06 6.2098706E-06 9.8998665E-06 9.9603848E-06 1.3983371E-07 1.0006620E-05 1.3781728E-05 7.9882765E-06 3.3315844E-06 -3.5061717E-12 --2.8384520E-12 3.0305967E-06 5.6819481E-06 9.0379810E-06 9.1101996E-06 1.2610636E-07 9.1461762E-06 1.2282715E-05 7.3163750E-06 3.0305966E-06 -2.7828886E-12 --2.2205722E-12 2.7554772E-06 5.1962749E-06 8.2470869E-06 8.3283431E-06 1.1353517E-07 8.3554053E-06 1.0937433E-05 6.6975133E-06 2.7554770E-06 -2.2556713E-12 - 2.3449424E-12 2.5041584E-06 4.7497590E-06 7.5217903E-06 7.6097906E-06 1.0206158E-07 7.6291440E-06 9.7311908E-06 6.1278819E-06 2.5041583E-06 2.3393344E-12 - 1.1629448E-12 2.2747088E-06 4.3394915E-06 6.8570425E-06 6.9498219E-06 9.1623755E-08 6.9625452E-06 8.6505582E-06 5.6038925E-06 2.2747087E-06 1.1472967E-12 --2.2286601E-12 2.0653477E-06 3.9627616E-06 6.2481500E-06 6.3440349E-06 8.2156695E-08 6.3510906E-06 7.6833020E-06 5.1221915E-06 2.0653476E-06 -2.2008608E-12 - 7.1084770E-12 1.8744380E-06 3.6170479E-06 5.6907536E-06 5.7883277E-06 7.3580648E-08 5.7905722E-06 6.8182895E-06 4.6796509E-06 1.8744379E-06 7.1218561E-12 - 8.0979506E-12 1.7004293E-06 3.2999625E-06 5.1807658E-06 5.2788403E-06 6.5837293E-08 5.2770335E-06 6.0453576E-06 4.2733113E-06 1.7004292E-06 8.0975079E-12 - 3.7523228E-12 1.5419112E-06 3.0093003E-06 4.7144084E-06 4.8119936E-06 5.8859502E-08 4.8068078E-06 5.3552955E-06 3.9004293E-06 1.5419112E-06 3.7429475E-12 --2.7830584E-12 1.3975820E-06 2.7430097E-06 4.2881799E-06 4.3844609E-06 5.2592634E-08 4.3764887E-06 4.7397474E-06 3.5584477E-06 1.3975820E-06 -2.7677062E-12 - 5.4462365E-12 1.2662544E-06 2.4991957E-06 3.8988460E-06 3.9931605E-06 4.6944804E-08 3.9829224E-06 4.1911515E-06 3.2449965E-06 1.2662544E-06 5.4489794E-12 - 6.8759256E-12 1.1467975E-06 2.2760600E-06 3.5433754E-06 3.6351931E-06 4.1873273E-08 3.6231451E-06 3.7026287E-06 2.9578329E-06 1.1467975E-06 6.8933039E-12 - 1.6581127E-12 1.0381910E-06 2.0719550E-06 3.2189855E-06 3.3078904E-06 3.7331352E-08 3.2944299E-06 3.2679875E-06 2.6948928E-06 1.0381910E-06 1.6561721E-12 --2.9417754E-12 9.3949998E-07 1.8853583E-06 2.9231069E-06 3.0087840E-06 3.3267609E-08 2.9942560E-06 2.8815831E-06 2.4542652E-06 9.3949995E-07 -2.9423482E-12 - 2.2832844E-12 8.4987047E-07 1.7148620E-06 2.6533722E-06 2.7355906E-06 2.9628174E-08 2.7202930E-06 2.5383808E-06 2.2341784E-06 8.4987043E-07 2.2835048E-12 - 3.7388053E-12 7.6849603E-07 1.5591416E-06 2.4075758E-06 2.4861766E-06 2.6374467E-08 2.4703654E-06 2.2338087E-06 2.0329686E-06 7.6849600E-07 3.7313813E-12 - 2.2684249E-12 6.9464945E-07 1.4169852E-06 2.1836969E-06 2.2585825E-06 2.3470645E-08 2.2424765E-06 1.9637559E-06 1.8491083E-06 6.9464942E-07 2.2651232E-12 --4.5729789E-13 6.2766472E-07 1.2872738E-06 1.9798745E-06 2.0509989E-06 2.0880246E-08 2.0347836E-06 1.7245243E-06 1.6811843E-06 6.2766470E-07 -4.5320601E-13 - 2.3899609E-12 5.6693749E-07 1.1689802E-06 1.7944021E-06 1.8617624E-06 1.8567540E-08 1.8455937E-06 1.5127992E-06 1.5278959E-06 5.6693746E-07 2.3872417E-12 --1.4670532E-12 5.1189627E-07 1.0611381E-06 1.6256923E-06 1.6893206E-06 1.6506200E-08 1.6733287E-06 1.3255924E-06 1.3880230E-06 5.1189626E-07 -1.4642516E-12 --1.5326828E-11 4.6202754E-07 9.6286646E-07 1.4722977E-06 1.5322539E-06 1.4670129E-08 1.5165465E-06 1.1602475E-06 1.2604490E-06 4.6202752E-07 -1.5326108E-11 --4.8226963E-11 4.1685824E-07 8.7335026E-07 1.3328874E-06 1.3892530E-06 1.3035757E-08 1.3739177E-06 1.0144052E-06 1.1441405E-06 4.1685822E-07 -4.8231650E-11 --3.0240216E-11 3.7599983E-07 7.9188640E-07 1.2062495E-06 1.2591403E-06 1.1579452E-08 1.2442452E-06 8.8559885E-07 1.0381909E-06 3.7599982E-07 -3.0238716E-11 --2.7796381E-11 3.3902168E-07 7.1774514E-07 1.0912499E-06 1.1407814E-06 1.0284175E-08 1.1263811E-06 7.7218301E-07 9.4168351E-07 3.3902166E-07 -2.7796647E-11 --2.6167238E-11 3.0557568E-07 6.5030501E-07 9.8686436E-07 1.0331658E-06 9.1319370E-09 1.0193014E-06 6.7237440E-07 8.5382333E-07 3.0557566E-07 -2.6167400E-11 --2.4858570E-11 2.7533651E-07 5.8898656E-07 8.9215171E-07 9.3536004E-07 8.1077695E-09 9.2206119E-07 5.8463151E-07 7.7387060E-07 2.7533651E-07 -2.4860970E-11 --2.0795764E-11 2.4801017E-07 5.3326027E-07 8.0625281E-07 8.4650986E-07 7.1963870E-09 8.3379642E-07 5.0758185E-07 7.0114772E-07 2.4801017E-07 -2.0794107E-11 --2.0381520E-11 2.2331989E-07 4.8263141E-07 7.2837293E-07 7.6582321E-07 6.3869189E-09 7.5370669E-07 4.3999436E-07 6.3502336E-07 2.2331988E-07 -2.0380442E-11 --2.2978837E-11 2.0102050E-07 4.3665323E-07 6.5779271E-07 6.9258129E-07 5.6675356E-09 6.8106622E-07 3.8078377E-07 5.7492489E-07 2.0102050E-07 -2.2980406E-11 --3.1510045E-11 1.8088632E-07 3.9491395E-07 5.9385324E-07 6.2612395E-07 5.0287487E-09 6.1520909E-07 3.2899014E-07 5.2032464E-07 1.8088631E-07 -3.1508005E-11 --5.1221112E-11 1.6271100E-07 3.5703559E-07 5.3595364E-07 5.6584719E-07 4.4608137E-09 5.5552661E-07 2.8377269E-07 4.7073825E-07 1.6271100E-07 -5.1218971E-11 - 0.0000000E+00 4.0523303E-06 8.2058285E-06 1.2692180E-05 1.3127462E-05 1.4634703E-07 1.3132983E-05 1.1172926E-05 1.0703798E-05 4.0523302E-06 0.0000000E+00 --2.2144638E-12 3.6866025E-06 7.5096719E-06 1.1589968E-05 1.2008113E-05 1.3385843E-07 1.2002293E-05 9.8478828E-06 9.8044778E-06 3.6866024E-06 -2.2113518E-12 --3.4923297E-12 3.3519223E-06 6.8684213E-06 1.0577220E-05 1.0977544E-05 1.2196731E-07 1.0962221E-05 8.6663799E-06 8.9751903E-06 3.3519223E-06 -3.4510781E-12 --4.3815674E-12 3.0458897E-06 6.2782157E-06 9.6473976E-06 1.0029470E-05 1.1076079E-07 1.0006277E-05 7.6143420E-06 8.2111008E-06 3.0458897E-06 -4.3892064E-12 --4.3404173E-12 2.7662606E-06 5.7354121E-06 8.7943556E-06 9.1579650E-06 1.0028820E-07 9.1283455E-06 6.6788993E-06 7.5076390E-06 2.7662605E-06 -4.3546111E-12 --4.2251788E-12 2.5109404E-06 5.2365768E-06 8.0123248E-06 8.3574466E-06 9.0570286E-08 8.3226705E-06 5.8483030E-06 6.8604883E-06 2.5109404E-06 -4.2174167E-12 --4.0973371E-12 2.2779791E-06 4.7784831E-06 7.2959032E-06 7.6226710E-06 8.1606014E-08 7.5838519E-06 5.1118521E-06 6.2655847E-06 2.2779791E-06 -4.0982224E-12 --2.5568145E-12 2.0655640E-06 4.3581030E-06 6.6400417E-06 6.9487209E-06 7.3379382E-08 6.9068307E-06 4.4598171E-06 5.7191071E-06 2.0655639E-06 -2.5770971E-12 --2.9228300E-12 1.8720074E-06 3.9725954E-06 6.0400204E-06 6.3309855E-06 6.5861888E-08 6.2868678E-06 3.8833621E-06 5.2174652E-06 1.8720074E-06 -2.9068667E-12 --2.2573372E-12 1.6957508E-06 3.6193076E-06 5.4914470E-06 5.7651612E-06 5.9019431E-08 5.7195443E-06 3.3744864E-06 4.7572988E-06 1.6957507E-06 -2.2628289E-12 - 4.0194779E-13 1.5353484E-06 3.2957593E-06 4.9902291E-06 5.2472260E-06 5.2810369E-08 5.2007346E-06 2.9259477E-06 4.3354619E-06 1.5353484E-06 4.0576726E-13 --6.0746651E-13 1.3894572E-06 2.9996306E-06 4.5325560E-06 4.7734242E-06 4.7193897E-08 4.7265908E-06 2.5311997E-06 3.9490083E-06 1.3894572E-06 -6.1180654E-13 --3.0915807E-12 1.2568439E-06 2.7287681E-06 4.1148979E-06 4.3402667E-06 4.2128274E-08 4.2935411E-06 2.1843462E-06 3.5951971E-06 1.2568438E-06 -3.0864377E-12 - 3.0767547E-12 1.1363787E-06 2.4811755E-06 3.7339903E-06 3.9445177E-06 3.7561672E-08 3.8982765E-06 1.8800863E-06 3.2714811E-06 1.1363787E-06 3.0777005E-12 - 3.4131375E-12 1.0269970E-06 2.2549750E-06 3.3867846E-06 3.5831477E-06 3.3460521E-08 3.5377026E-06 1.6136260E-06 2.9754675E-06 1.0269969E-06 3.4058752E-12 - 3.2290643E-13 9.2773413E-07 2.0484389E-06 3.0704769E-06 3.2533622E-06 2.9784142E-08 3.2089678E-06 1.3806821E-06 2.7049463E-06 9.2773410E-07 3.2584063E-13 --2.9874021E-12 8.3770432E-07 1.8599666E-06 2.7824776E-06 2.9525738E-06 2.6501329E-08 2.9094343E-06 1.1774137E-06 2.4578678E-06 8.3770429E-07 -2.9856975E-12 - 2.5576872E-12 7.5610008E-07 1.6880821E-06 2.5204017E-06 2.6783934E-06 2.3553386E-08 2.6366692E-06 1.0003899E-06 2.2323369E-06 7.5610006E-07 2.5621515E-12 - 2.8594915E-12 6.8215793E-07 1.5313978E-06 2.2820277E-06 2.4285898E-06 2.0918336E-08 2.3884032E-06 8.4652393E-07 2.0265759E-06 6.8215791E-07 2.8601628E-12 --1.4695462E-12 6.1519228E-07 1.3886457E-06 2.0653247E-06 2.2011180E-06 1.8570365E-08 2.1625581E-06 7.1308101E-07 1.8389543E-06 6.1519226E-07 -1.4653841E-12 --4.1379457E-12 5.5457738E-07 1.2586582E-06 1.8684223E-06 1.9940917E-06 1.6479878E-08 1.9572189E-06 5.9758687E-07 1.6679677E-06 5.5457737E-07 -4.1354033E-12 --7.4800075E-13 4.9974233E-07 1.1403594E-06 1.6896046E-06 1.8057746E-06 1.4615299E-08 1.7706249E-06 4.9788114E-07 1.5122276E-06 4.9974232E-07 -7.4409234E-13 - 3.1112213E-14 4.5015165E-07 1.0327443E-06 1.5272815E-06 1.6345540E-06 1.2955721E-08 1.6011426E-06 4.1202192E-07 1.3704394E-06 4.5015164E-07 3.1112213E-14 --7.6012393E-13 4.0532478E-07 9.3489656E-07 1.3800016E-06 1.4789548E-06 1.1481579E-08 1.4472796E-06 3.3829057E-07 1.2414186E-06 4.0532477E-07 -7.6384402E-13 --2.2038003E-12 3.6482284E-07 8.4597328E-07 1.2464333E-06 1.3376206E-06 1.0172530E-08 1.3076648E-06 2.7516450E-07 1.1240742E-06 3.6482283E-07 -2.2057990E-12 --6.1269716E-13 3.2824850E-07 7.6520253E-07 1.1253594E-06 1.2093086E-06 9.0084827E-09 1.1810432E-06 2.2130122E-07 1.0174052E-06 3.2824849E-07 -6.1269716E-13 --3.9224504E-12 2.9522874E-07 6.9186486E-07 1.0156553E-06 1.0928676E-06 7.9754989E-09 1.0662541E-06 1.7550859E-07 9.2048056E-07 2.9522873E-07 -3.9200960E-12 --1.4706023E-11 2.6542942E-07 6.2530574E-07 9.1629837E-07 9.8724859E-07 7.0594361E-09 9.6224076E-07 1.3674977E-07 8.3245088E-07 2.6542941E-07 -1.4704671E-11 --3.9981918E-11 2.3854361E-07 5.6492281E-07 8.2635364E-07 8.9148937E-07 6.2475883E-09 8.6803535E-07 1.0412465E-07 7.5253463E-07 2.3854360E-07 -3.9982411E-11 --2.6151625E-11 2.1432350E-07 5.1019182E-07 7.4496230E-07 8.0471510E-07 5.5270222E-09 7.8275477E-07 7.6621862E-08 6.8003808E-07 2.1432349E-07 -2.6146369E-11 --2.3935538E-11 1.9248964E-07 4.6058326E-07 6.7134154E-07 7.2610928E-07 4.8889266E-09 7.0558233E-07 5.3702115E-08 6.1428237E-07 1.9248963E-07 -2.3935538E-11 --2.2328242E-11 1.7281982E-07 4.1564177E-07 6.0477739E-07 6.5493549E-07 4.3236656E-09 6.3577866E-07 3.4699222E-08 5.5467126E-07 1.7281982E-07 -2.2327081E-11 --2.0683883E-11 1.5510703E-07 3.7494630E-07 5.4461873E-07 5.9051919E-07 3.8233879E-09 5.7266783E-07 1.9062178E-08 5.0065482E-07 1.5510703E-07 -2.0684683E-11 --1.7964704E-11 1.3916388E-07 3.3811233E-07 4.9027237E-07 5.3224453E-07 3.3799186E-09 5.1563344E-07 6.3102553E-09 4.5173027E-07 1.3916388E-07 -1.7965326E-11 --1.7343040E-11 1.2481640E-07 3.0478469E-07 4.4119405E-07 4.7954550E-07 2.9877428E-09 4.6410961E-07 -3.9785711E-09 4.0743392E-07 1.2481640E-07 -1.7342459E-11 --1.9122617E-11 1.1190977E-07 2.7464228E-07 3.9689162E-07 4.3190905E-07 2.6406284E-09 4.1758403E-07 -1.2166238E-08 3.6734529E-07 1.1190976E-07 -1.9123406E-11 --2.5143509E-11 1.0030283E-07 2.4739151E-07 3.5691744E-07 3.8886745E-07 2.3337007E-09 3.7559026E-07 -1.8563051E-08 3.3107998E-07 1.0030282E-07 -2.5143688E-11 --4.0429677E-11 8.9865568E-08 2.2276292E-07 3.2086379E-07 3.4999365E-07 2.0618562E-09 3.3770307E-07 -2.3432050E-08 2.9828569E-07 8.9865563E-08 -4.0430676E-11 - 0.0000000E+00 2.3822276E-06 5.5695568E-06 8.1919726E-06 8.8297124E-06 7.2046224E-08 8.6806776E-06 1.0253629E-06 7.4161354E-06 2.3822275E-06 0.0000000E+00 --1.1081588E-12 2.1580088E-06 5.0751262E-06 7.4495229E-06 8.0411482E-06 6.5486853E-08 7.8960343E-06 7.3939491E-07 6.7625224E-06 2.1580087E-06 -1.1027216E-12 --1.9646421E-12 1.9537115E-06 4.6216975E-06 6.7702143E-06 7.3184236E-06 5.9307592E-08 7.1777848E-06 4.9812206E-07 6.1626025E-06 1.9537114E-06 -1.9534307E-12 --2.3564701E-12 1.7677125E-06 4.2062093E-06 6.1491725E-06 6.6565816E-06 5.3539979E-08 6.5208507E-06 2.9598628E-07 5.6124199E-06 1.7677124E-06 -2.3670223E-12 --2.4141221E-12 1.5985022E-06 3.8257882E-06 5.5818399E-06 6.0509738E-06 4.8197625E-08 5.9204770E-06 1.2800691E-07 5.1082568E-06 1.5985021E-06 -2.4124499E-12 --2.2330129E-12 1.4446791E-06 3.4777424E-06 5.0639620E-06 5.4972496E-06 4.3280927E-08 5.3722194E-06 -1.0265319E-08 4.6466251E-06 1.4446791E-06 -2.2330129E-12 --2.4625493E-12 1.3049437E-06 3.1595540E-06 4.5915712E-06 4.9913412E-06 3.8780510E-08 4.8719293E-06 -1.2279594E-07 4.2242570E-06 1.3049436E-06 -2.4554399E-12 --1.4236218E-12 1.1780958E-06 2.8688747E-06 4.1609802E-06 4.5294582E-06 3.4680603E-08 4.4157463E-06 -2.1310657E-07 3.8381007E-06 1.1780957E-06 -1.4351890E-12 --1.8239820E-12 1.0630221E-06 2.6035110E-06 3.7687577E-06 4.1080646E-06 3.0960249E-08 4.0000743E-06 -2.8432162E-07 3.4853019E-06 1.0630221E-06 -1.8170002E-12 --1.6481712E-12 9.5870017E-07 2.3614272E-06 3.4117263E-06 3.7238777E-06 2.7596729E-08 3.6215799E-06 -3.3919884E-07 3.1632077E-06 9.5870013E-07 -1.6535614E-12 - 1.3339089E-14 8.6418653E-07 2.1407293E-06 3.0869415E-06 3.3738479E-06 2.4563940E-08 3.2771710E-06 -3.8016841E-07 2.8693463E-06 8.6418649E-07 1.5156726E-14 --8.1946343E-13 7.7860836E-07 1.9396555E-06 2.7916742E-06 3.0551426E-06 2.1838023E-08 2.9639793E-06 -4.0937053E-07 2.6014174E-06 7.7860833E-07 -8.1475865E-13 --2.4209048E-12 7.0116892E-07 1.7565790E-06 2.5234092E-06 2.7651446E-06 1.9394945E-08 2.6793589E-06 -4.2867435E-07 2.3572924E-06 7.0116888E-07 -2.4216122E-12 - 1.2292505E-12 6.3114115E-07 1.5899981E-06 2.2798300E-06 2.5014377E-06 1.7204036E-08 2.4208702E-06 -4.3970763E-07 2.1350027E-06 6.3114111E-07 1.2226957E-12 - 1.2922879E-12 5.6784394E-07 1.4385103E-06 2.0587867E-06 2.2617755E-06 1.5248433E-08 2.1862486E-06 -4.4390343E-07 1.9327124E-06 5.6784391E-07 1.2933123E-12 --6.2666447E-13 5.1066316E-07 1.3008303E-06 1.8583099E-06 2.0440948E-06 1.3505814E-08 1.9734171E-06 -4.4249226E-07 1.7487336E-06 5.1066313E-07 -6.2457687E-13 --1.6621004E-12 4.5903826E-07 1.1757742E-06 1.6765903E-06 1.8464961E-06 1.1960310E-08 1.7804663E-06 -4.3653671E-07 1.5815096E-06 4.5903824E-07 -1.6665676E-12 - 1.6439000E-12 4.1245771E-07 1.0622524E-06 1.5119665E-06 1.6672317E-06 1.0577374E-08 1.6056418E-06 -4.2694992E-07 1.4296058E-06 4.1245769E-07 1.6520595E-12 - 1.2730803E-12 3.7044342E-07 9.5925092E-07 1.3629033E-06 1.5046833E-06 9.3475434E-09 1.4473215E-06 -4.1452378E-07 1.2916895E-06 3.7044340E-07 1.2701696E-12 --2.1287360E-12 3.3256765E-07 8.6584625E-07 1.2280023E-06 1.3573733E-06 8.2581154E-09 1.3040266E-06 -3.9992145E-07 1.1665427E-06 3.3256765E-07 -2.1287360E-12 --3.5192038E-12 2.9844220E-07 7.8119172E-07 1.1059808E-06 1.2239451E-06 7.2936359E-09 1.1744007E-06 -3.8372728E-07 1.0530469E-06 2.9844218E-07 -3.5244799E-12 --1.4083054E-12 2.6771303E-07 7.0450984E-07 9.9566759E-07 1.1031558E-06 6.4372314E-09 1.0572037E-06 -3.6641003E-07 9.5017435E-07 2.6771302E-07 -1.4067431E-12 --1.1259317E-12 2.4005082E-07 6.3508073E-07 8.9598414E-07 9.9385976E-07 5.6788187E-09 9.5129352E-07 -3.4837470E-07 8.5697478E-07 2.4005081E-07 -1.1313265E-12 --1.5618128E-12 2.1516180E-07 5.7225062E-07 8.0595044E-07 8.9501344E-07 5.0088181E-09 8.5563180E-07 -3.2995435E-07 7.7258257E-07 2.1516179E-07 -1.5603263E-12 --2.1581261E-12 1.9277862E-07 5.1542071E-07 7.2467143E-07 8.0566208E-07 4.4169632E-09 7.6926971E-07 -3.1142344E-07 6.9620419E-07 1.9277861E-07 -2.1557678E-12 --1.4131611E-12 1.7265973E-07 4.6404474E-07 6.5133212E-07 7.2493474E-07 3.8930132E-09 6.9134295E-07 -2.9300338E-07 6.2711474E-07 1.7265972E-07 -1.4131135E-12 --4.0508438E-12 1.5458030E-07 4.1761789E-07 5.8518477E-07 6.5203088E-07 3.4303928E-09 6.2105836E-07 -2.7487510E-07 5.6464570E-07 1.5458029E-07 -4.0546811E-12 --1.2076331E-11 1.3833969E-07 3.7568296E-07 5.2555272E-07 5.8622454E-07 3.0222008E-09 5.5769779E-07 -2.5717400E-07 5.0819012E-07 1.3833968E-07 -1.2075086E-11 --3.0509250E-11 1.2375435E-07 3.3782169E-07 4.7182094E-07 5.2685429E-07 2.6622745E-09 5.0060819E-07 -2.3999809E-07 4.5719318E-07 1.2375434E-07 -3.0511331E-11 --2.0432543E-11 1.1067928E-07 3.0366479E-07 4.2341681E-07 4.7330855E-07 2.3442236E-09 4.4918239E-07 -2.2352837E-07 4.1115374E-07 1.1067928E-07 -2.0430544E-11 --1.8606318E-11 9.8946971E-08 2.7285334E-07 3.7983769E-07 4.2504120E-07 2.0639904E-09 4.0288563E-07 -2.0773625E-07 3.6960305E-07 9.8946966E-08 -1.8607497E-11 --1.7203500E-11 8.8427010E-08 2.4507403E-07 3.4061799E-07 3.8155035E-07 1.8169297E-09 3.6122342E-07 -1.9268174E-07 3.3212156E-07 8.8427003E-08 -1.7204918E-11 --1.5601844E-11 7.8998455E-08 2.2003993E-07 3.0533699E-07 3.4238091E-07 1.5993498E-09 3.2374859E-07 -1.7838996E-07 2.9832632E-07 7.8998451E-08 -1.5600862E-11 --1.3903186E-11 7.0551399E-08 1.9748950E-07 2.7361229E-07 3.0711862E-07 1.4073182E-09 2.9005470E-07 -1.6487291E-07 2.6786823E-07 7.0551395E-08 -1.3904465E-11 --1.3262934E-11 6.2985692E-08 1.7718410E-07 2.4509650E-07 2.7538656E-07 1.2383440E-09 2.5977244E-07 -1.5213203E-07 2.4042887E-07 6.2985692E-08 -1.3260357E-11 --1.4412772E-11 5.6211568E-08 1.5890781E-07 2.1947584E-07 2.4684366E-07 1.0894801E-09 2.3256820E-07 -1.4015792E-07 2.1571973E-07 5.6211566E-08 -1.4413591E-11 --1.8419604E-11 5.0148190E-08 1.4246509E-07 1.9646720E-07 2.2118157E-07 9.5848697E-10 2.0814089E-07 -1.2893191E-07 1.9347946E-07 5.0148188E-08 -1.8419903E-11 --2.9558176E-11 4.4720276E-08 1.2767669E-07 1.7581347E-07 1.9811985E-07 8.4296821E-10 1.8621716E-07 -1.1842918E-07 1.7346929E-07 4.4720274E-08 -2.9558037E-11 - 0.0000000E+00 1.2488452E-06 3.4700333E-06 4.8249985E-06 5.4216727E-06 3.0732144E-08 5.1713368E-06 -3.0664446E-06 4.7109133E-06 1.2488452E-06 0.0000000E+00 --5.7378708E-13 1.1253803E-06 3.1453812E-06 4.3653511E-06 4.9109662E-06 2.7739392E-08 4.6771966E-06 -2.8661046E-06 4.2723011E-06 1.1253803E-06 -5.6778678E-13 --8.2744264E-13 1.0134844E-06 2.8492444E-06 3.9469674E-06 4.4454678E-06 2.4950962E-08 4.2275089E-06 -2.6735466E-06 3.8719689E-06 1.0134844E-06 -8.1568298E-13 --9.9932511E-13 9.1215585E-07 2.5793447E-06 3.5664571E-06 4.0215314E-06 2.2374488E-08 3.8186193E-06 -2.4892416E-06 3.5068866E-06 9.1215582E-07 -1.0035548E-12 --1.0038408E-12 8.2046901E-07 2.3335592E-06 3.2206698E-06 3.6357628E-06 2.0010341E-08 3.4471323E-06 -2.3135076E-06 3.1742264E-06 8.2046895E-07 -1.0240599E-12 --9.2031725E-13 7.3757000E-07 2.1099108E-06 2.9066809E-06 3.2850039E-06 1.7853739E-08 3.1098946E-06 -2.1465304E-06 2.8713525E-06 7.3756993E-07 -9.5807029E-13 --1.1384976E-12 6.6267159E-07 1.9065629E-06 2.6217813E-06 2.9663235E-06 1.5896244E-08 2.8039854E-06 -1.9883830E-06 2.5958136E-06 6.6267156E-07 -1.1376123E-12 --6.3271686E-13 5.9505115E-07 1.7218122E-06 2.3634667E-06 2.6770056E-06 1.4127188E-08 2.5267034E-06 -1.8390424E-06 2.3453340E-06 5.9505114E-07 -6.1606820E-13 --9.5502012E-13 5.3404261E-07 1.5540793E-06 2.1294219E-06 2.4145352E-06 1.2534251E-08 2.2755518E-06 -1.6984082E-06 2.1178019E-06 5.3404260E-07 -9.4503103E-13 --8.5299981E-13 4.7903770E-07 1.4019057E-06 1.9175145E-06 2.1765908E-06 1.1104834E-08 2.0482304E-06 -1.5663118E-06 1.9112649E-06 4.7903766E-07 -8.5355547E-13 - 1.0660742E-13 4.2947872E-07 1.2639444E-06 1.7257810E-06 1.9610304E-06 9.8249982E-09 1.8426211E-06 -1.4425322E-06 1.7239179E-06 4.2947869E-07 1.1371682E-13 --4.9743570E-13 3.8485261E-07 1.1389497E-06 1.5524117E-06 1.7658767E-06 8.6829167E-09 1.6567721E-06 -1.3268093E-06 1.5540917E-06 3.8485260E-07 -4.8911137E-13 --1.4210328E-12 3.4469418E-07 1.0257784E-06 1.3957489E-06 1.5893147E-06 7.6666979E-09 1.4888952E-06 -1.2188459E-06 1.4002511E-06 3.4469416E-07 -1.4293571E-12 - 5.0341194E-13 3.0858104E-07 9.2338084E-07 1.2542740E-06 1.4296784E-06 6.7604011E-09 1.3373521E-06 -1.1183196E-06 1.2609852E-06 3.0858101E-07 4.8709292E-13 - 4.2546126E-13 2.7612031E-07 8.3078465E-07 1.1265874E-06 1.2854305E-06 5.9571718E-09 1.2006340E-06 -1.0249001E-06 1.1349885E-06 2.7612030E-07 4.2129910E-13 --7.1417604E-13 2.4695978E-07 7.4710338E-07 1.0114140E-06 1.1551671E-06 5.2463572E-09 1.0773656E-06 -9.3823828E-07 1.0210680E-06 2.4695977E-07 -7.0529605E-13 --4.3635930E-13 2.2078073E-07 6.7152588E-07 9.0758960E-07 1.0376046E-06 4.6211375E-09 9.6629161E-07 -8.5797929E-07 9.1813058E-07 2.2078071E-07 -4.4940145E-13 - 1.3964001E-12 1.9729146E-07 6.0330751E-07 8.1404904E-07 9.3156640E-07 4.0634639E-09 8.6626365E-07 -7.8376865E-07 8.2517269E-07 1.9729144E-07 1.3932881E-12 - 6.6587880E-13 1.7622309E-07 5.4176318E-07 7.2981680E-07 8.3597351E-07 3.5703918E-09 7.7623058E-07 -7.1525870E-07 7.4127187E-07 1.7622308E-07 6.5816193E-13 --1.7889535E-12 1.5733679E-07 4.8627214E-07 6.5400921E-07 7.4984667E-07 3.1366415E-09 6.9524026E-07 -6.5210035E-07 6.6559000E-07 1.5733679E-07 -1.7863960E-12 --2.3509131E-12 1.4041680E-07 4.3626729E-07 5.8581898E-07 6.7228999E-07 2.7551827E-09 6.2242267E-07 -5.9396281E-07 5.9736021E-07 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3.7063507E-09 2.7777556E-12 2.5713333E-09 -8.5704821E-09 3.7862494E-09 3.4219710E-10 -7.1853582E-13 --6.6861469E-13 2.9769901E-10 2.3399764E-09 2.5375616E-09 3.2248177E-09 2.3852834E-12 2.2372497E-09 -7.4571399E-09 3.2943371E-09 2.9769920E-10 -6.6850404E-13 --6.0081012E-13 2.5895498E-10 2.0355715E-09 2.2074547E-09 2.8053125E-09 2.0491413E-12 1.9462076E-09 -6.4871297E-09 2.8657882E-09 2.5895505E-10 -6.0081012E-13 --6.1868102E-13 2.2514982E-10 1.7704983E-09 1.9200064E-09 2.4400390E-09 1.7602085E-12 1.6927669E-09 -5.6427734E-09 2.4926429E-09 2.2514988E-10 -6.1868102E-13 --7.3090921E-13 1.9566901E-10 1.5399942E-09 1.6700544E-09 2.1224395E-09 1.5124690E-12 1.4723745E-09 -4.9089393E-09 2.1682002E-09 1.9566905E-10 -7.3090921E-13 --1.1770199E-12 1.6976990E-10 1.3398736E-09 1.4530782E-09 1.8468355E-09 1.2987716E-12 1.2810173E-09 -4.2732927E-09 1.8866655E-09 1.6976994E-10 -1.1770199E-12 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 - 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 0.0000000E+00 ---- From 14016215c16c59ebaa2ee426604df268309008cf Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Wed, 19 Oct 2022 14:30:02 +0200 Subject: [PATCH 02/27] Update gitignore --- .gitignore | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/.gitignore b/.gitignore index 4cc18b2e..939b2538 100644 --- a/.gitignore +++ b/.gitignore @@ -129,3 +129,7 @@ dmypy.json # Pyre type checker .pyre/ + +# Benchmark files +benchmarks/data_files +benchmarks/fakepdfs From 2fcfd60ae5cb60c30b45ad1e308817bc4221d151 Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Wed, 19 Oct 2022 14:46:43 +0200 Subject: [PATCH 03/27] Remove cache and change poetry install --- .github/workflows/bench.yml | 19 +++---------------- 1 file changed, 3 insertions(+), 16 deletions(-) diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml index d0456e2b..1862712e 100644 --- a/.github/workflows/bench.yml +++ b/.github/workflows/bench.yml @@ -19,22 +19,10 @@ jobs: # tags needed for dynamic versioning fetch-depth: 0 - name: Install and configure Poetry - run: | - curl -sSL https://install.python-poetry.org | python3 - - # update path for this and the other steps - export PATH=$HOME/.local/bin:$PATH - echo "$HOME/.local/bin" >> $GITHUB_PATH - # prevent poetry environments - # in order to access container pre-installed packages - poetry config virtualenvs.create false - # log all configurations - poetry config --list - - name: Cache Poetry virtualenv - uses: actions/cache@v2 - id: cache + uses: snok/install-poetry@v1 with: - path: ~/.virtualenvs - key: ${{ runner.os }}-py-${{ steps.setup-python.outputs.python-version }}-poetry-${{ hashFiles('poetry.lock') }} + virtualenvs-create: false + installer-parallel: true - name: Install version management tool run: | # same poetry env @@ -42,7 +30,6 @@ jobs: ${PIP} install poetry-dynamic-versioning - name: Install dependencies run: poetry install --no-interaction --no-root --with test ${{ inputs.poetry-extras }} - if: steps.cache.outputs.cache-hit != 'true' - name: Install project run: poetry install --no-interaction - name: Install task runner From 36a86ab027051f44eb6aca3fa0fa375209760c9c Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Thu, 20 Oct 2022 10:35:07 +0200 Subject: [PATCH 04/27] Separate script and remove lhapdf.conf --- .github/workflows/bench.yml | 3 +-- .github/workflows/download_test_data.sh | 3 +++ benchmarks/fakepdfs/lhapdf.conf | 13 ------------- 3 files changed, 4 insertions(+), 15 deletions(-) create mode 100644 .github/workflows/download_test_data.sh delete mode 100644 benchmarks/fakepdfs/lhapdf.conf diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml index 1862712e..fe9892e4 100644 --- a/.github/workflows/bench.yml +++ b/.github/workflows/bench.yml @@ -49,8 +49,7 @@ jobs: - name: Download data files if: steps.cache-data_files.outputs.cache-hit != 'true' run: | - wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/data_files/ - wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/fakepdfs/ + sh .github/workflows/download_test_data.sh - name: Test with pytest run: | poe bench diff --git a/.github/workflows/download_test_data.sh b/.github/workflows/download_test_data.sh new file mode 100644 index 00000000..385d5c7e --- /dev/null +++ b/.github/workflows/download_test_data.sh @@ -0,0 +1,3 @@ +#!/bin/bash +wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/data_files/ +wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/fakepdfs/ diff --git a/benchmarks/fakepdfs/lhapdf.conf b/benchmarks/fakepdfs/lhapdf.conf deleted file mode 100644 index 10ae3f39..00000000 --- a/benchmarks/fakepdfs/lhapdf.conf +++ /dev/null @@ -1,13 +0,0 @@ -Verbosity: 1 -Interpolator: logcubic -Extrapolator: continuation -ForcePositive: 0 -AlphaS_Type: analytic -MZ: 91.1876 -MUp: 0.002 -MDown: 0.005 -MStrange: 0.10 -MCharm: 1.29 -MBottom: 4.19 -MTop: 172.9 -Pythia6LambdaV5Compat: true From 764aa67f4fd9e51133733e9dbfcf451eb5dab6e2 Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Thu, 20 Oct 2022 10:43:37 +0200 Subject: [PATCH 05/27] Temporary test --- .github/workflows/download_test_data.sh | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/download_test_data.sh b/.github/workflows/download_test_data.sh index 385d5c7e..242a0fa0 100644 --- a/.github/workflows/download_test_data.sh +++ b/.github/workflows/download_test_data.sh @@ -1,3 +1,4 @@ #!/bin/bash +apt-get install wget wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/data_files/ wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/fakepdfs/ From 027ff5e0f3e6e945394d8d316dcdc0fac2d01fe0 Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Thu, 20 Oct 2022 10:49:27 +0200 Subject: [PATCH 06/27] Remove apt-get --- .github/workflows/download_test_data.sh | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/download_test_data.sh b/.github/workflows/download_test_data.sh index 242a0fa0..385d5c7e 100644 --- a/.github/workflows/download_test_data.sh +++ b/.github/workflows/download_test_data.sh @@ -1,4 +1,3 @@ #!/bin/bash -apt-get install wget wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/data_files/ wget -r -np -nH --cut-dirs=1 -l 4 -e robots=off --no-verbose -P benchmarks -R index.* https://data.nnpdf.science/pineko/fakepdfs/ From 40230d4e21299640e5fc0bd1b1c11ecd7f01eb45 Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Thu, 20 Oct 2022 11:45:55 +0200 Subject: [PATCH 07/27] Move download script --- .github/workflows/bench.yml | 2 +- .../workflows/download_test_data.sh => download_test_data.sh | 0 2 files changed, 1 insertion(+), 1 deletion(-) rename .github/workflows/download_test_data.sh => download_test_data.sh (100%) diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml index fe9892e4..18e34ff0 100644 --- a/.github/workflows/bench.yml +++ b/.github/workflows/bench.yml @@ -49,7 +49,7 @@ jobs: - name: Download data files if: steps.cache-data_files.outputs.cache-hit != 'true' run: | - sh .github/workflows/download_test_data.sh + sh download_test_data.sh - name: Test with pytest run: | poe bench diff --git a/.github/workflows/download_test_data.sh b/download_test_data.sh similarity index 100% rename from .github/workflows/download_test_data.sh rename to download_test_data.sh From b62cc00cffc3a23370f1a6b53d9466329f3c1b96 Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Sat, 22 Oct 2022 16:44:38 +0200 Subject: [PATCH 08/27] Replace benchmark container --- .github/workflows/bench.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml index 18e34ff0..899a1e23 100644 --- a/.github/workflows/bench.yml +++ b/.github/workflows/bench.yml @@ -8,7 +8,7 @@ jobs: runs-on: ubuntu-latest container: - image: ghcr.io/n3pdf/bench-evol:latest + image: ghcr.io/n3pdf/lhapdf:v2 credentials: username: ${{ github.repository_owner }} password: ${{ secrets.GITHUB_TOKEN }} From 4f77f3784784c25b0e157878b208027698b249d7 Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Sat, 22 Oct 2022 17:02:48 +0200 Subject: [PATCH 09/27] Standardize usage of github token --- .github/workflows/bench.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml index 899a1e23..a2c98cd8 100644 --- a/.github/workflows/bench.yml +++ b/.github/workflows/bench.yml @@ -11,7 +11,7 @@ jobs: image: ghcr.io/n3pdf/lhapdf:v2 credentials: username: ${{ github.repository_owner }} - password: ${{ secrets.GITHUB_TOKEN }} + password: ${{ github.token }} steps: - uses: actions/checkout@v2 From 8ddaf53cac1e363b5e6da0fc58af2b02791608cf Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Sun, 23 Oct 2022 12:14:21 +0200 Subject: [PATCH 10/27] Update EKO and pineappl dependencies --- .github/workflows/bench.yml | 9 +- poetry.lock | 185 ++++++++++++++++++------------------ pyproject.toml | 2 +- 3 files changed, 94 insertions(+), 102 deletions(-) diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml index a2c98cd8..358c79e4 100644 --- a/.github/workflows/bench.yml +++ b/.github/workflows/bench.yml @@ -23,15 +23,12 @@ jobs: with: virtualenvs-create: false installer-parallel: true - - name: Install version management tool - run: | - # same poetry env - PIP="$(head -n1 $(which poetry) | cut -c 3-) -m pip" - ${PIP} install poetry-dynamic-versioning - name: Install dependencies run: poetry install --no-interaction --no-root --with test ${{ inputs.poetry-extras }} - name: Install project - run: poetry install --no-interaction + # it is required to repeat extras, otherwise they will be removed from + # the environment + run: poetry install --no-interaction ${{ inputs.poetry-extras }} - name: Install task runner run: pip install poethepoet - name: Lint with pylint diff --git a/poetry.lock b/poetry.lock index e6fb9846..1f758016 100644 --- a/poetry.lock +++ b/poetry.lock @@ -61,10 +61,10 @@ python-versions = ">=3.5" dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"] docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"] tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"] -tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"] +tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"] [[package]] -name = "babel" +name = "Babel" version = "2.10.3" description = "Internationalization utilities" category = "dev" @@ -99,7 +99,7 @@ optional = false python-versions = ">=3.6.0" [package.extras] -unicode-backport = ["unicodedata2"] +unicode_backport = ["unicodedata2"] [[package]] name = "click" @@ -174,14 +174,14 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [[package]] name = "eko" -version = "0.10.2" +version = "0.10.5" description = "Evolution Kernel Operators" category = "main" optional = false python-versions = ">=3.8,<3.11" [package.dependencies] -lz4 = ">=3.1.10,<4.0.0" +lz4 = ">=4.0.2,<5.0.0" numba = ">=0.55.0,<0.56.0" numpy = ">=1.22,<2.0" PyYAML = ">=6.0,<7.0" @@ -288,7 +288,7 @@ notebook = ["ipywidgets", "notebook"] parallel = ["ipyparallel"] qtconsole = ["qtconsole"] test = ["pytest (<7.1)", "pytest-asyncio", "testpath"] -test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"] +test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"] [[package]] name = "isort" @@ -300,9 +300,9 @@ python-versions = ">=3.6.1,<4.0" [package.extras] colors = ["colorama (>=0.4.3,<0.5.0)"] -pipfile-deprecated-finder = ["pipreqs", "requirementslib"] +pipfile_deprecated_finder = ["pipreqs", "requirementslib"] plugins = ["setuptools"] -requirements-deprecated-finder = ["pip-api", "pipreqs"] +requirements_deprecated_finder = ["pip-api", "pipreqs"] [[package]] name = "jedi" @@ -320,7 +320,7 @@ qa = ["flake8 (==3.8.3)", "mypy (==0.782)"] testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"] [[package]] -name = "jinja2" +name = "Jinja2" version = "3.1.2" description = "A very fast and expressive template engine." category = "dev" @@ -362,11 +362,11 @@ python-versions = ">=3.7,<3.11" [[package]] name = "lz4" -version = "3.1.10" +version = "4.0.2" description = "LZ4 Bindings for Python" category = "main" optional = false -python-versions = ">=3.5" +python-versions = ">=3.7" [package.extras] docs = ["sphinx (>=1.6.0)", "sphinx-bootstrap-theme"] @@ -374,7 +374,7 @@ flake8 = ["flake8"] tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"] [[package]] -name = "markupsafe" +name = "MarkupSafe" version = "2.1.1" description = "Safely add untrusted strings to HTML/XML markup." category = "dev" @@ -501,7 +501,7 @@ python-versions = "*" [[package]] name = "pineappl" -version = "0.5.7" +version = "0.5.8" description = "Python bindings to PineAPPL" category = "main" optional = false @@ -605,7 +605,7 @@ docutils = ">=0.8" pybtex = ">=0.16" [[package]] -name = "pygments" +name = "Pygments" version = "2.13.0" description = "Pygments is a syntax highlighting package written in Python." category = "main" @@ -617,14 +617,14 @@ plugins = ["importlib-metadata"] [[package]] name = "pylint" -version = "2.15.4" +version = "2.15.5" description = "python code static checker" category = "dev" optional = false python-versions = ">=3.7.2" [package.dependencies] -astroid = ">=2.12.11,<=2.14.0-dev0" +astroid = ">=2.12.12,<=2.14.0-dev0" colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""} dill = ">=0.2" isort = ">=4.2.5,<6" @@ -731,7 +731,7 @@ optional = false python-versions = "*" [[package]] -name = "pyyaml" +name = "PyYAML" version = "6.0" description = "YAML parser and emitter for Python" category = "main" @@ -754,7 +754,7 @@ urllib3 = ">=1.21.1,<1.27" [package.extras] socks = ["PySocks (>=1.5.6,!=1.5.7)"] -use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] +use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"] [[package]] name = "rich" @@ -774,7 +774,7 @@ jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"] [[package]] name = "scipy" -version = "1.9.2" +version = "1.9.3" description = "Fundamental algorithms for scientific computing in Python" category = "main" optional = false @@ -818,7 +818,7 @@ optional = false python-versions = "*" [[package]] -name = "sphinx" +name = "Sphinx" version = "4.5.0" description = "Python documentation generator" category = "dev" @@ -1054,7 +1054,7 @@ testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools" [metadata] lock-version = "1.1" python-versions = ">=3.8,<3.11" -content-hash = "5ae92fec74dd25a4dcf5ce17854132742c2277be9b05d8a54372bbf053e60533" +content-hash = "57aa6b6b247b098995900665a48baeda1a7bea5899d87203c24bd3b3bf91e3bd" [metadata.files] alabaster = [ @@ -1081,7 +1081,7 @@ attrs = [ {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"}, {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"}, ] -babel = [ +Babel = [ {file = "Babel-2.10.3-py3-none-any.whl", hash = "sha256:ff56f4892c1c4bf0d814575ea23471c230d544203c7748e8c68f0089478d48eb"}, {file = "Babel-2.10.3.tar.gz", hash = "sha256:7614553711ee97490f732126dc077f8d0ae084ebc6a96e23db1482afabdb2c51"}, ] @@ -1174,8 +1174,8 @@ docutils = [ {file = "docutils-0.17.1.tar.gz", hash = "sha256:686577d2e4c32380bb50cbb22f575ed742d58168cee37e99117a854bcd88f125"}, ] eko = [ - {file = "eko-0.10.2-py3-none-any.whl", hash = "sha256:dd27e9cab13a7958d28fb7a35e5b509b1821b67054234c772e3979840836178d"}, - {file = "eko-0.10.2.tar.gz", hash = "sha256:4ac95d57002795b604164e82e754d2160136921364893fa8e1b52bfba8cb175a"}, + {file = "eko-0.10.5-py3-none-any.whl", hash = "sha256:e5c50f54c4665fa10ff845293c9f794fc1f448302c667b3d10eb1ed705baedec"}, + {file = "eko-0.10.5.tar.gz", hash = "sha256:d15bdf3e8a6efa61b41578516763df942ca5db153098e0757f5ce96efeabd5cb"}, ] executing = [ {file = "executing-1.1.1-py2.py3-none-any.whl", hash = "sha256:236ea5f059a38781714a8bfba46a70fad3479c2f552abee3bbafadc57ed111b8"}, @@ -1213,7 +1213,7 @@ jedi = [ {file = "jedi-0.18.1-py2.py3-none-any.whl", hash = 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object wrapper for zip files" category = "dev" optional = false @@ -1054,7 +1054,7 @@ testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools" [metadata] lock-version = "1.1" python-versions = ">=3.8,<3.11" -content-hash = "57aa6b6b247b098995900665a48baeda1a7bea5899d87203c24bd3b3bf91e3bd" +content-hash = "c2d587c910dbd689ae3a13d36b7b093128aaf7e995b6147539e96db69e6f598c" [metadata.files] alabaster = [ @@ -1081,7 +1081,7 @@ attrs = [ {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"}, {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"}, ] -Babel = [ +babel = [ {file = "Babel-2.10.3-py3-none-any.whl", hash = "sha256:ff56f4892c1c4bf0d814575ea23471c230d544203c7748e8c68f0089478d48eb"}, {file = "Babel-2.10.3.tar.gz", hash = "sha256:7614553711ee97490f732126dc077f8d0ae084ebc6a96e23db1482afabdb2c51"}, ] @@ -1166,16 +1166,16 @@ decorator 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"sha256:4530592fc2e85b25b1a9f79664433da09237c1a270e4d78ea5aa3a2c7229e2d1"}, ] pyrepl = [ @@ -1553,7 +1551,7 @@ pytz = [ {file = "pytz-2022.5-py2.py3-none-any.whl", hash = "sha256:335ab46900b1465e714b4fda4963d87363264eb662aab5e65da039c25f1f5b22"}, {file = "pytz-2022.5.tar.gz", hash = "sha256:c4d88f472f54d615e9cd582a5004d1e5f624854a6a27a6211591c251f22a6914"}, ] -PyYAML = [ +pyyaml = [ {file = "PyYAML-6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53"}, {file = "PyYAML-6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c"}, {file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77f396e6ef4c73fdc33a9157446466f1cff553d979bd00ecb64385760c6babdc"}, @@ -1561,6 +1559,13 @@ PyYAML = [ {file = "PyYAML-6.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = 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"sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"}, {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"}, ] -Sphinx = [ +sphinx = [ {file = "Sphinx-4.5.0-py3-none-any.whl", hash = "sha256:ebf612653238bcc8f4359627a9b7ce44ede6fdd75d9d30f68255c7383d3a6226"}, {file = "Sphinx-4.5.0.tar.gz", hash = "sha256:7bf8ca9637a4ee15af412d1a1d9689fec70523a68ca9bb9127c2f3eeb344e2e6"}, ] @@ -1765,6 +1770,6 @@ wrapt = [ {file = "wrapt-1.14.1.tar.gz", hash = "sha256:380a85cf89e0e69b7cfbe2ea9f765f004ff419f34194018a6827ac0e3edfed4d"}, ] zipp = [ - {file = "zipp-3.9.0-py3-none-any.whl", hash = "sha256:972cfa31bc2fedd3fa838a51e9bc7e64b7fb725a8c00e7431554311f180e9980"}, - {file = "zipp-3.9.0.tar.gz", hash = "sha256:3a7af91c3db40ec72dd9d154ae18e008c69efe8ca88dde4f9a731bb82fe2f9eb"}, + {file = "zipp-3.10.0-py3-none-any.whl", hash = "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1"}, + {file = "zipp-3.10.0.tar.gz", hash = "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"}, ] diff --git a/pyproject.toml b/pyproject.toml index 63fbd161..9babf9da 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -24,7 +24,7 @@ packages = [{ include = "pineko", from = "src" }] [tool.poetry.dependencies] python = ">=3.8,<3.11" -eko = "^0.10.5" +eko = "^0.11.0" pineappl = "^0.5.7" PyYAML = "^6.0" numpy = "^1.21.0" From 8750279e0bc237cd374ecef9fe5ee235b494dea1 Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Mon, 24 Oct 2022 15:47:08 +0200 Subject: [PATCH 12/27] Fix some compatibility problem --- benchmarks/bench_checks.py | 6 ++++-- benchmarks/bench_evolve.py | 3 ++- src/pineko/check.py | 8 +++----- src/pineko/cli/check.py | 4 ++-- src/pineko/cli/convolute.py | 3 ++- src/pineko/evolve.py | 13 +++++++------ src/pineko/theory.py | 5 +++-- 7 files changed, 23 insertions(+), 19 deletions(-) diff --git a/benchmarks/bench_checks.py b/benchmarks/bench_checks.py index 66fd122f..e9d42944 100644 --- a/benchmarks/bench_checks.py +++ b/benchmarks/bench_checks.py @@ -15,12 +15,14 @@ def benchmark_check_grid_and_eko_compatible(test_files): wrong_grid = pineappl.grid.Grid.read( test_files / "data/grids/208/NUTEV_CC_NU_FE_SIGMARED.pineappl.lz4" ) - ekoop = eko.output.Output.load_tar( + ekoop = eko.output.legacy.load_tar( test_files / "data/ekos/208/HERA_CC_318GEV_EM_SIGMARED.tar" ) with pytest.raises(ValueError): pineko.check.check_grid_and_eko_compatible(wrong_grid, ekoop, 1.0) pineko.check.check_grid_and_eko_compatible(grid, ekoop, 1.0) - ekoop.xgrid_reshape(targetgrid=[0.0001, 0.001, 0.1, 0.5, 1.0]) + eko.output.manipulate.xgrid_reshape( + ekoop, targetgrid=[0.0001, 0.001, 0.1, 0.5, 1.0] + ) with pytest.raises(ValueError): pineko.check.check_grid_and_eko_compatible(grid, ekoop, 1.0) diff --git a/benchmarks/bench_evolve.py b/benchmarks/bench_evolve.py index adb0edb7..92ec36ac 100644 --- a/benchmarks/bench_evolve.py +++ b/benchmarks/bench_evolve.py @@ -1,6 +1,7 @@ import pathlib import eko +import eko.output.legacy import pineappl import pytest @@ -25,7 +26,7 @@ def benchmark_evolve_grid(tmp_path, lhapdf_path, test_files, test_pdf): pine_path = test_files / "data/grids/208/HERA_CC_318GEV_EM_SIGMARED.pineappl.lz4" pinegrid = pineappl.grid.Grid.read(pine_path) eko_path = test_files / "data/ekos/208/HERA_CC_318GEV_EM_SIGMARED.tar" - eko_op = eko.output.Output.load_tar(eko_path) + eko_op = eko.output.legacy.load_tar(eko_path) target_path = pathlib.Path(tmp_path / "test_fktable.pineappl.lz4") max_as = 1 max_al = 0 diff --git a/src/pineko/check.py b/src/pineko/check.py index ed0c8e53..2dbd2efd 100644 --- a/src/pineko/check.py +++ b/src/pineko/check.py @@ -49,7 +49,7 @@ def check_grid_and_eko_compatible(pineappl_grid, operators, xif): ---------- pineappl_grid : pineappl.grid.Grid grid - operators : eko.output.Output + operators : eko.output.struct.EKO operators xif : float factorization scale variation @@ -62,15 +62,13 @@ def check_grid_and_eko_compatible(pineappl_grid, operators, xif): x_grid, _pids, _mur2_grid, muf2_grid = pineappl_grid.axes() # Q2 grid if not np.all( - in1d( - np.unique(list(operators["Q2grid"].keys())), xif * xif * np.array(muf2_grid) - ) + in1d(np.unique(list(operators.Q2grid)), xif * xif * np.array(muf2_grid)) ): raise ValueError( "Q2 grid in pineappl grid and eko operator are NOT compatible!" ) # x-grid - if not np.all(in1d(np.unique(operators["targetgrid"]), np.array(x_grid))): + if not np.all(in1d(np.unique(operators.xgrid.tolist()), np.array(x_grid))): raise ValueError("x grid in pineappl grid and eko operator are NOT compatible!") diff --git a/src/pineko/cli/check.py b/src/pineko/cli/check.py index df328935..fb085390 100644 --- a/src/pineko/cli/check.py +++ b/src/pineko/cli/check.py @@ -3,7 +3,7 @@ from enum import Enum, auto import click -import eko.output +import eko.output.legacy import pineappl import rich @@ -30,7 +30,7 @@ def sub_compatibility(grid_path, operator_path, xif): """ pineappl_grid = pineappl.grid.Grid.read(grid_path) - operators = eko.output.Output.load_tar(operator_path) + operators = eko.output.legacy.load_tar(operator_path) try: check.check_grid_and_eko_compatible(pineappl_grid, operators, xif) rich.print("[green]Success:[/] grids are compatible") diff --git a/src/pineko/cli/convolute.py b/src/pineko/cli/convolute.py index 25cba0c2..5eb625dd 100644 --- a/src/pineko/cli/convolute.py +++ b/src/pineko/cli/convolute.py @@ -1,6 +1,7 @@ """CLI entry point to convolution.""" import click import eko +import eko.output.legacy import pineappl import rich @@ -41,7 +42,7 @@ def subcommand(grid_path, op_path, fktable, max_as, max_al, xir, xif, pdf, assum PDF is an optional PDF set compatible with the EKO to compare grid and FK table. """ grid = pineappl.grid.Grid.read(grid_path) - operators = eko.output.Output.load_tar(op_path) + operators = eko.output.legacy.load_tar(op_path) rich.print( rich.panel.Panel.fit("Computing ...", style="magenta", box=rich.box.SQUARE), f" {grid_path}\n", diff --git a/src/pineko/evolve.py b/src/pineko/evolve.py index 5673c19e..6779d58a 100644 --- a/src/pineko/evolve.py +++ b/src/pineko/evolve.py @@ -2,6 +2,7 @@ import copy import pathlib +import eko import eko.basis_rotation as br import numpy as np import pineappl @@ -97,7 +98,7 @@ def evolve_grid( ---------- grid : pineappl.grid.Grid unconvoluted grid - operators : eko.output.Output + operators : eko.output.struct.EKO evolution operator fktable_path : str target path for convoluted grid @@ -119,9 +120,9 @@ def evolve_grid( _x_grid, _pids, mur2_grid, _muf2_grid = grid.axes() check.check_grid_and_eko_compatible(grid, operators, xif) # rotate to evolution (if doable and necessary) - if np.allclose(operators["inputpids"], br.flavor_basis_pids): - operators.to_evol() - elif not np.allclose(operators["inputpids"], br.evol_basis_pids): + if np.allclose(operators.rotations.pids, br.flavor_basis_pids): + eko.output.manipulate.to_evol(operators) + elif not np.allclose(operators.rotations.inputpids, br.evol_basis_pids): raise ValueError("The EKO is neither in flavor nor in evolution basis.") # do it order_mask = pineappl.grid.Order.create_mask(grid.orders(), max_as, max_al) @@ -129,8 +130,8 @@ def evolve_grid( # the problem is that the EKO output still does not contain the theory/operators card and # so I can't compute alpha_s *here* if xir != 1 if np.isclose(xir, 1.0) and alphas_values is None: - mur2_grid = np.array(list(operators["Q2grid"].keys())) - alphas_values = [op["alphas"] for op in operators["Q2grid"].values()] + mur2_grid = np.array(list(operators.Q2grid)) + alphas_values = [op["alphas"] for op in operators.Q2grid] fktable = grid.convolute_eko( operators, xir * xir * mur2_grid, diff --git a/src/pineko/theory.py b/src/pineko/theory.py index 006280ca..0c26106a 100644 --- a/src/pineko/theory.py +++ b/src/pineko/theory.py @@ -10,6 +10,7 @@ import eko import eko.compatibility +import eko.output.legacy import numpy as np import pineappl import rich @@ -390,8 +391,8 @@ def fk(self, name, grid_path, tcard, pdf): # q2_grid = ocard["Q2grid"] # loading ekos - operators = eko.output.Output.load_tar(eko_filename) - muf2_grid = operators["Q2grid"].keys() + operators = eko.output.legacy.load_tar(eko_filename) + muf2_grid = operators.Q2grid # PineAPPL wants alpha_s = 4*pi*a_s # remember that we already accounted for xif in the opcard generation alphas_values = [ From d7631115f6557d26dd43b665a6a835ea6d357374 Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Mon, 24 Oct 2022 16:01:18 +0200 Subject: [PATCH 13/27] Update EKO to v0.11.1 --- poetry.lock | 44 ++++++++++++++++++++++---------------------- pyproject.toml | 2 +- 2 files changed, 23 insertions(+), 23 deletions(-) diff --git a/poetry.lock b/poetry.lock index d72a6859..798b9c8c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -61,10 +61,10 @@ python-versions = ">=3.5" dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"] docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"] tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"] -tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"] +tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"] [[package]] -name = "babel" +name = "Babel" version = "2.10.3" description = "Internationalization utilities" category = "dev" @@ -99,7 +99,7 @@ optional = false python-versions = ">=3.6.0" [package.extras] -unicode-backport = ["unicodedata2"] +unicode_backport = ["unicodedata2"] [[package]] name = "click" @@ -174,7 +174,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [[package]] name = "eko" -version = "0.11.0" +version = "0.11.1" description = "Evolution Kernel Operators" category = "main" optional = false @@ -288,7 +288,7 @@ notebook = ["ipywidgets", "notebook"] parallel = ["ipyparallel"] qtconsole = ["qtconsole"] test = ["pytest (<7.1)", "pytest-asyncio", "testpath"] -test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"] +test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"] [[package]] name = "isort" @@ -300,9 +300,9 @@ python-versions = ">=3.6.1,<4.0" [package.extras] colors = ["colorama (>=0.4.3,<0.5.0)"] -pipfile-deprecated-finder = ["pipreqs", "requirementslib"] +pipfile_deprecated_finder = ["pipreqs", "requirementslib"] plugins = ["setuptools"] -requirements-deprecated-finder = ["pip-api", "pipreqs"] +requirements_deprecated_finder = ["pip-api", "pipreqs"] [[package]] name = "jedi" @@ -320,7 +320,7 @@ qa = ["flake8 (==3.8.3)", "mypy (==0.782)"] testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"] [[package]] -name = "jinja2" +name = "Jinja2" version = "3.1.2" description = "A very fast and expressive template engine." category = "dev" @@ -374,7 +374,7 @@ flake8 = ["flake8"] tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"] [[package]] -name = "markupsafe" +name = "MarkupSafe" version = "2.1.1" description = "Safely add untrusted strings to HTML/XML markup." category = "dev" @@ -605,7 +605,7 @@ docutils = ">=0.8" pybtex = ">=0.16" [[package]] -name = "pygments" +name = "Pygments" version = "2.13.0" description = "Pygments is a syntax highlighting package written in Python." category = "main" @@ -731,7 +731,7 @@ optional = false python-versions = "*" [[package]] -name = "pyyaml" +name = "PyYAML" version = "6.0" description = "YAML parser and emitter for Python" category = "main" @@ -754,7 +754,7 @@ urllib3 = ">=1.21.1,<1.27" [package.extras] socks = ["PySocks (>=1.5.6,!=1.5.7)"] -use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] +use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"] [[package]] name = "rich" @@ -818,7 +818,7 @@ optional = false python-versions = "*" [[package]] -name = "sphinx" +name = "Sphinx" version = "4.5.0" description = "Python documentation generator" category = "dev" @@ -1054,7 +1054,7 @@ testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools" [metadata] lock-version = "1.1" python-versions = ">=3.8,<3.11" -content-hash = "c2d587c910dbd689ae3a13d36b7b093128aaf7e995b6147539e96db69e6f598c" +content-hash = "dce19159d7cee6d824ddeb35c7c9ff2b310b7e523a39c4a7fcadf6d7344a29a0" [metadata.files] alabaster = [ @@ -1081,7 +1081,7 @@ attrs = [ {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"}, {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"}, ] -babel = [ +Babel = [ {file = "Babel-2.10.3-py3-none-any.whl", hash = "sha256:ff56f4892c1c4bf0d814575ea23471c230d544203c7748e8c68f0089478d48eb"}, {file = "Babel-2.10.3.tar.gz", hash = "sha256:7614553711ee97490f732126dc077f8d0ae084ebc6a96e23db1482afabdb2c51"}, ] @@ -1174,8 +1174,8 @@ docutils = [ {file = "docutils-0.17.1.tar.gz", hash = "sha256:686577d2e4c32380bb50cbb22f575ed742d58168cee37e99117a854bcd88f125"}, ] eko = [ - {file = "eko-0.11.0-py3-none-any.whl", hash = "sha256:fe4705cd73d6c496d365cf797c8de958e79422eaa3d24b3fb5cd387c7aaeb5c3"}, - {file = "eko-0.11.0.tar.gz", hash = "sha256:5d20d0982b1f261571fe7b29793b74bf83ac22260c3e57f8d33f0e428c5e8c6c"}, + {file = "eko-0.11.1-py3-none-any.whl", hash = "sha256:f1c39f0449be00f18d4cb2f311a206541d13a06fb03f9f9bfbccda92e979ad4d"}, + {file = "eko-0.11.1.tar.gz", hash = "sha256:06e74028fa74dc80d0981c3cfa20e1f49728a5234f66530707dcd43d99dd5039"}, ] executing = [ {file = "executing-1.1.1-py2.py3-none-any.whl", hash = "sha256:236ea5f059a38781714a8bfba46a70fad3479c2f552abee3bbafadc57ed111b8"}, @@ -1213,7 +1213,7 @@ jedi = [ {file = "jedi-0.18.1-py2.py3-none-any.whl", hash = "sha256:637c9635fcf47945ceb91cd7f320234a7be540ded6f3e99a50cb6febdfd1ba8d"}, {file = "jedi-0.18.1.tar.gz", hash = "sha256:74137626a64a99c8eb6ae5832d99b3bdd7d29a3850fe2aa80a4126b2a7d949ab"}, ] -jinja2 = [ +Jinja2 = [ {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"}, {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"}, ] @@ -1313,7 +1313,7 @@ lz4 = [ {file = "lz4-4.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:ee73357412c5505f6ba0ea61ff71455e2e4c1e04d8e60f17f3cd937261d773fa"}, {file = "lz4-4.0.2.tar.gz", hash = "sha256:083b7172c2938412ae37c3a090250bfdd9e4a6e855442594f86c3608ed12729b"}, ] -markupsafe = [ +MarkupSafe = [ {file = "MarkupSafe-2.1.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:86b1f75c4e7c2ac2ccdaec2b9022845dbb81880ca318bb7a0a01fbf7813e3812"}, {file = "MarkupSafe-2.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f121a1420d4e173a5d96e47e9a0c0dcff965afdf1626d28de1460815f7c4ee7a"}, {file = "MarkupSafe-2.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a49907dd8420c5685cfa064a1335b6754b74541bbb3706c259c02ed65b644b3e"}, @@ -1514,7 +1514,7 @@ pybtex-docutils = [ {file = "pybtex-docutils-1.0.2.tar.gz", hash = "sha256:43aa353b6d498fd5ac30f0073a98e332d061d34fe619d3d50d1761f8fd4aa016"}, {file = "pybtex_docutils-1.0.2-py3-none-any.whl", hash = "sha256:6f9e3c25a37bcaac8c4f69513272706ec6253bb708a93d8b4b173f43915ba239"}, ] -pygments = [ +Pygments = [ {file = "Pygments-2.13.0-py3-none-any.whl", hash = "sha256:f643f331ab57ba3c9d89212ee4a2dabc6e94f117cf4eefde99a0574720d14c42"}, {file = "Pygments-2.13.0.tar.gz", hash = "sha256:56a8508ae95f98e2b9bdf93a6be5ae3f7d8af858b43e02c5a2ff083726be40c1"}, ] @@ -1551,7 +1551,7 @@ pytz = [ {file = "pytz-2022.5-py2.py3-none-any.whl", hash = "sha256:335ab46900b1465e714b4fda4963d87363264eb662aab5e65da039c25f1f5b22"}, {file = "pytz-2022.5.tar.gz", hash = "sha256:c4d88f472f54d615e9cd582a5004d1e5f624854a6a27a6211591c251f22a6914"}, ] -pyyaml = [ +PyYAML = [ {file = "PyYAML-6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53"}, {file = "PyYAML-6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c"}, {file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77f396e6ef4c73fdc33a9157446466f1cff553d979bd00ecb64385760c6babdc"}, @@ -1636,7 +1636,7 @@ snowballstemmer = [ {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"}, {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"}, ] -sphinx = [ +Sphinx = [ {file = "Sphinx-4.5.0-py3-none-any.whl", hash = "sha256:ebf612653238bcc8f4359627a9b7ce44ede6fdd75d9d30f68255c7383d3a6226"}, {file = "Sphinx-4.5.0.tar.gz", hash = "sha256:7bf8ca9637a4ee15af412d1a1d9689fec70523a68ca9bb9127c2f3eeb344e2e6"}, ] diff --git a/pyproject.toml b/pyproject.toml index 9babf9da..051b2d8a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -24,7 +24,7 @@ packages = [{ include = "pineko", from = "src" }] [tool.poetry.dependencies] python = ">=3.8,<3.11" -eko = "^0.11.0" +eko = "^0.11.1" pineappl = "^0.5.7" PyYAML = "^6.0" numpy = "^1.21.0" From 4e59c1f84b2d8a14c2025d487e586430feac27d2 Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Mon, 24 Oct 2022 16:40:59 +0200 Subject: [PATCH 14/27] Fix check grid and eko compatible --- benchmarks/bench_checks.py | 2 +- src/pineko/check.py | 4 +++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/benchmarks/bench_checks.py b/benchmarks/bench_checks.py index e9d42944..314224ae 100644 --- a/benchmarks/bench_checks.py +++ b/benchmarks/bench_checks.py @@ -22,7 +22,7 @@ def benchmark_check_grid_and_eko_compatible(test_files): pineko.check.check_grid_and_eko_compatible(wrong_grid, ekoop, 1.0) pineko.check.check_grid_and_eko_compatible(grid, ekoop, 1.0) eko.output.manipulate.xgrid_reshape( - ekoop, targetgrid=[0.0001, 0.001, 0.1, 0.5, 1.0] + ekoop, targetgrid=eko.interpolation.XGrid([0.0001, 0.001, 0.1, 0.5, 1.0]) ) with pytest.raises(ValueError): pineko.check.check_grid_and_eko_compatible(grid, ekoop, 1.0) diff --git a/src/pineko/check.py b/src/pineko/check.py index 2dbd2efd..3969de9d 100644 --- a/src/pineko/check.py +++ b/src/pineko/check.py @@ -68,7 +68,9 @@ def check_grid_and_eko_compatible(pineappl_grid, operators, xif): "Q2 grid in pineappl grid and eko operator are NOT compatible!" ) # x-grid - if not np.all(in1d(np.unique(operators.xgrid.tolist()), np.array(x_grid))): + if not np.all( + in1d(np.unique(operators.rotations.targetgrid.tolist()), np.array(x_grid)) + ): raise ValueError("x grid in pineappl grid and eko operator are NOT compatible!") From 51f6a9d3ce8c42ed05acc05e8f08a366cbde854c Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Mon, 24 Oct 2022 17:17:56 +0200 Subject: [PATCH 15/27] Fix coupling problem --- benchmarks/bench_evolve.py | 4 ++++ src/pineko/evolve.py | 5 ++++- src/pineko/theory.py | 1 + 3 files changed, 9 insertions(+), 1 deletion(-) diff --git a/benchmarks/bench_evolve.py b/benchmarks/bench_evolve.py index 92ec36ac..91780480 100644 --- a/benchmarks/bench_evolve.py +++ b/benchmarks/bench_evolve.py @@ -4,6 +4,7 @@ import eko.output.legacy import pineappl import pytest +from eko import couplings as sc import pineko @@ -33,12 +34,15 @@ def benchmark_evolve_grid(tmp_path, lhapdf_path, test_files, test_pdf): base_configs = pineko.configs.load(test_files) pineko.configs.configs = pineko.configs.defaults(base_configs) tcard = pineko.theory_card.load(208) + new_tcard = eko.compatibility.update_theory(tcard) + astrong = sc.Couplings.from_dict(new_tcard) assumptions = pineko.theory_card.construct_assumptions(tcard) with lhapdf_path(test_pdf): pineko.evolve.evolve_grid( pinegrid, eko_op, target_path, + astrong, max_as, max_al, 1.0, diff --git a/src/pineko/evolve.py b/src/pineko/evolve.py index 6779d58a..d6af8cf0 100644 --- a/src/pineko/evolve.py +++ b/src/pineko/evolve.py @@ -84,6 +84,7 @@ def evolve_grid( grid, operators, fktable_path, + astrong, max_as, max_al, xir, @@ -102,6 +103,8 @@ def evolve_grid( evolution operator fktable_path : str target path for convoluted grid + astrong : eko.coupling.Couplings + as object max_as : int maximum power of strong coupling max_al : int @@ -131,7 +134,7 @@ def evolve_grid( # so I can't compute alpha_s *here* if xir != 1 if np.isclose(xir, 1.0) and alphas_values is None: mur2_grid = np.array(list(operators.Q2grid)) - alphas_values = [op["alphas"] for op in operators.Q2grid] + alphas_values = [astrong.a_s(q2) for q2 in operators.Q2grid] fktable = grid.convolute_eko( operators, xir * xir * mur2_grid, diff --git a/src/pineko/theory.py b/src/pineko/theory.py index 0c26106a..904dba60 100644 --- a/src/pineko/theory.py +++ b/src/pineko/theory.py @@ -417,6 +417,7 @@ def fk(self, name, grid_path, tcard, pdf): grid, operators, fk_filename, + astrong, max_as, max_al, xir=xir, From e01e95e96b50c7eac43b21ca0af97727c63e8a24 Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Mon, 24 Oct 2022 17:31:25 +0200 Subject: [PATCH 16/27] Add None to argument of evolve_grid in convolute --- src/pineko/cli/convolute.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/pineko/cli/convolute.py b/src/pineko/cli/convolute.py index 5eb625dd..fdc12bbc 100644 --- a/src/pineko/cli/convolute.py +++ b/src/pineko/cli/convolute.py @@ -54,6 +54,7 @@ def subcommand(grid_path, op_path, fktable, max_as, max_al, xir, xif, pdf, assum grid, operators, fktable, + None, max_as, max_al, xir, From 9f736dbab2cd0b37be16dc17eea70a92f9d36ccc Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Tue, 25 Oct 2022 12:40:04 +0200 Subject: [PATCH 17/27] Fix convolute --- src/pineko/cli/convolute.py | 19 +++++++++++++++++-- 1 file changed, 17 insertions(+), 2 deletions(-) diff --git a/src/pineko/cli/convolute.py b/src/pineko/cli/convolute.py index fdc12bbc..9a869354 100644 --- a/src/pineko/cli/convolute.py +++ b/src/pineko/cli/convolute.py @@ -1,9 +1,13 @@ """CLI entry point to convolution.""" +import pathlib + import click import eko import eko.output.legacy import pineappl import rich +import yaml +from eko import couplings as sc from .. import evolve from ._base import command @@ -12,6 +16,7 @@ @command.command("convolute") @click.argument("grid_path", type=click.Path(exists=True)) @click.argument("op_path", type=click.Path(exists=True)) +@click.argument("tcard_path", type=click.Path(exists=True)) @click.argument("fktable", type=click.Path()) @click.argument("max_as", type=int) @click.argument("max_al", type=int) @@ -26,12 +31,16 @@ help="the flavor assumptions to be used", show_default=True, ) -def subcommand(grid_path, op_path, fktable, max_as, max_al, xir, xif, pdf, assumptions): +def subcommand( + grid_path, op_path, tcard_path, fktable, max_as, max_al, xir, xif, pdf, assumptions +): """Convolute PineAPPL grid and EKO into an FK table. GRID_PATH and OP_PATH are the path to the respective elements to convolute, and FKTABLE is the path where to dump the output. + TCARD_PATH is the path to the theory card. + MAX_AS and MAX_AL are used to specify the order in QCD and QED couplings (i.e. the maximum power allowed for each correction). @@ -43,6 +52,12 @@ def subcommand(grid_path, op_path, fktable, max_as, max_al, xir, xif, pdf, assum """ grid = pineappl.grid.Grid.read(grid_path) operators = eko.output.legacy.load_tar(op_path) + # This solution is temporary: the theory card will be available in the eko + tcard_path = pathlib.Path(tcard_path) + with open(tcard_path, encoding="utf-8") as f: + theory_card = yaml.safe_load(f) + new_tcard = eko.compatibility.update_theory(theory_card) + astrong = sc.Couplings.from_dict(new_tcard) rich.print( rich.panel.Panel.fit("Computing ...", style="magenta", box=rich.box.SQUARE), f" {grid_path}\n", @@ -54,7 +69,7 @@ def subcommand(grid_path, op_path, fktable, max_as, max_al, xir, xif, pdf, assum grid, operators, fktable, - None, + astrong, max_as, max_al, xir, From 428eef780a4b5ffdcb22798739b66c81f2447187 Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Wed, 26 Oct 2022 17:53:05 +0200 Subject: [PATCH 18/27] Add test for new info in operator card --- benchmarks/bench_evolve.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/benchmarks/bench_evolve.py b/benchmarks/bench_evolve.py index 91780480..30f118e3 100644 --- a/benchmarks/bench_evolve.py +++ b/benchmarks/bench_evolve.py @@ -2,12 +2,16 @@ import eko import eko.output.legacy +import numpy as np import pineappl import pytest +import yaml from eko import couplings as sc import pineko +PIDS = [-5, -4, -3, -2, -1, 21, 22, 1, 2, 3, 4, 5] + def benchmark_write_operator_card_from_file(tmp_path, test_files): pine_path = test_files / "data/grids/208/HERA_CC_318GEV_EM_SIGMARED.pineappl.lz4" @@ -17,6 +21,14 @@ def benchmark_write_operator_card_from_file(tmp_path, test_files): pine_path, default_path, target_path, 1.0 ) wrong_pine_path = test_files / "data/grids/208/HERA_CC_318GEV_EM_wrong.pineappl.lz4" + # Load the opcard + myopcard = yaml.safe_load(target_path.read_text()) + # Check if it contains all the information for eko + assert np.allclose(myopcard["xgrid"], x_grid) + assert np.allclose(myopcard["targetgrid"], x_grid) + assert np.allclose(myopcard["inputgrid"], x_grid) + assert np.allclose(myopcard["inputpids"], PIDS) + assert np.allclose(myopcard["targetpids"], PIDS) with pytest.raises(FileNotFoundError): x_grid, q2_grid = pineko.evolve.write_operator_card_from_file( wrong_pine_path, default_path, target_path, 1.0 From 9623bd35c14992ad226e9d0d224c1cd4f9e279fb Mon Sep 17 00:00:00 2001 From: andreab1997 Date: Wed, 26 Oct 2022 18:13:46 +0200 Subject: [PATCH 19/27] Add test for eko computation --- benchmarks/bench_evolve.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/benchmarks/bench_evolve.py b/benchmarks/bench_evolve.py index 30f118e3..4df8b222 100644 --- a/benchmarks/bench_evolve.py +++ b/benchmarks/bench_evolve.py @@ -29,6 +29,16 @@ def benchmark_write_operator_card_from_file(tmp_path, test_files): assert np.allclose(myopcard["inputgrid"], x_grid) assert np.allclose(myopcard["inputpids"], PIDS) assert np.allclose(myopcard["targetpids"], PIDS) + # In order to check if the operator card is enough for eko, let's compute the eko + tcard = pineko.theory_card.load(208) + # I need smaller x and q grids in order to compute a small eko + small_x_grid = [1.0e-6, 1.0e-5, 1.0e-4, 1.0e-3, 1.0e-2, 1.0e-1, 1.0] + small_q2_grid = [100.0] + myopcard["xgrid"] = small_x_grid + myopcard["targetgrid"] = small_x_grid + myopcard["inputgrid"] = small_x_grid + myopcard["Q2grid"] = small_q2_grid + ops = eko.run_dglap(theory_card=tcard, operators_card=myopcard) with pytest.raises(FileNotFoundError): x_grid, q2_grid = pineko.evolve.write_operator_card_from_file( wrong_pine_path, default_path, target_path, 1.0 From fb6a25c2c22b1f9022d02544b3dad30bb0ee6676 Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Wed, 26 Oct 2022 18:15:42 +0200 Subject: [PATCH 20/27] Add compatibility layer to account for new EKO layout --- src/pineko/ekompatibility.py | 33 +++++++++++++++++++++++++++++++++ src/pineko/evolve.py | 4 ++-- 2 files changed, 35 insertions(+), 2 deletions(-) create mode 100644 src/pineko/ekompatibility.py diff --git a/src/pineko/ekompatibility.py b/src/pineko/ekompatibility.py new file mode 100644 index 00000000..dc553688 --- /dev/null +++ b/src/pineko/ekompatibility.py @@ -0,0 +1,33 @@ +"""Compatibility layer for EKO migration.""" +from typing import Any, Dict + +from eko.output.struct import EKO + + +def pineappl_layout(operator: EKO) -> Dict[str, Any]: + """Extract information required by :func:`pineappl.grid.Grid.convolute_eko`. + + Parameters + ---------- + operator: EKO + an evolution operator in the new layout + + Returns + ------- + dict + a minimal object, with all and only the information consumed by PineAPPL + + """ + oldgrid = {} + oldgrid["Q2grid"] = {} + for q2, op in operator.items(): + oldop = dict(operators=op.operator) + oldgrid["Q2grid"][q2] = oldop + + oldgrid["q2_ref"] = operator.Q02 + oldgrid["targetpids"] = operator.rotations.targetpids + oldgrid["targetgrid"] = operator.rotations.targetgrid + oldgrid["inputpids"] = operator.rotations.inputpids + oldgrid["inputgrid"] = operator.rotations.inputgrid + + return oldgrid diff --git a/src/pineko/evolve.py b/src/pineko/evolve.py index d6af8cf0..648f887e 100644 --- a/src/pineko/evolve.py +++ b/src/pineko/evolve.py @@ -11,7 +11,7 @@ import rich.panel import yaml -from . import check, comparator, version +from . import check, comparator, ekompatibility, version def write_operator_card_from_file(pineappl_path, default_card_path, card_path, xif): @@ -136,7 +136,7 @@ def evolve_grid( mur2_grid = np.array(list(operators.Q2grid)) alphas_values = [astrong.a_s(q2) for q2 in operators.Q2grid] fktable = grid.convolute_eko( - operators, + ekompatibility.pineappl_layout(operators), xir * xir * mur2_grid, alphas_values, "evol", From 5cce067f093ffa4122e56e2d7e80b36a5206764c Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Wed, 26 Oct 2022 18:52:18 +0200 Subject: [PATCH 21/27] Convert xgrid objects to raw numpy arrays --- src/pineko/ekompatibility.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/pineko/ekompatibility.py b/src/pineko/ekompatibility.py index dc553688..baae4a40 100644 --- a/src/pineko/ekompatibility.py +++ b/src/pineko/ekompatibility.py @@ -26,8 +26,8 @@ def pineappl_layout(operator: EKO) -> Dict[str, Any]: oldgrid["q2_ref"] = operator.Q02 oldgrid["targetpids"] = operator.rotations.targetpids - oldgrid["targetgrid"] = operator.rotations.targetgrid + oldgrid["targetgrid"] = operator.rotations.targetgrid.raw oldgrid["inputpids"] = operator.rotations.inputpids - oldgrid["inputgrid"] = operator.rotations.inputgrid + oldgrid["inputgrid"] = operator.rotations.inputgrid.raw return oldgrid From 2aac6cb042f6487b661c63d39e86ae4bbeb3c2d3 Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Wed, 26 Oct 2022 19:02:12 +0200 Subject: [PATCH 22/27] Fix wrong access for eko version, now an attribute --- src/pineko/evolve.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pineko/evolve.py b/src/pineko/evolve.py index 648f887e..1435ed5b 100644 --- a/src/pineko/evolve.py +++ b/src/pineko/evolve.py @@ -145,7 +145,7 @@ def evolve_grid( ) rich.print(f"Optimizing for {assumptions}") fktable.optimize(assumptions) - fktable.set_key_value("eko_version", operators["eko_version"]) + fktable.set_key_value("eko_version", operators.version) fktable.set_key_value("pineko_version", version.__version__) # write fktable.write_lz4(str(fktable_path)) From 393a877af9be03dd66d97ba2799797b817a7b342 Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Wed, 26 Oct 2022 19:36:28 +0200 Subject: [PATCH 23/27] Update operator card to new format --- benchmarks/bench_evolve.py | 49 +++++++++++++++++++++++++------------- src/pineko/evolve.py | 36 ++++++++++++++++++++++++---- 2 files changed, 65 insertions(+), 20 deletions(-) diff --git a/benchmarks/bench_evolve.py b/benchmarks/bench_evolve.py index 4df8b222..57d3567a 100644 --- a/benchmarks/bench_evolve.py +++ b/benchmarks/bench_evolve.py @@ -1,6 +1,7 @@ import pathlib import eko +import eko.compatibility import eko.output.legacy import numpy as np import pineappl @@ -10,27 +11,43 @@ import pineko -PIDS = [-5, -4, -3, -2, -1, 21, 22, 1, 2, 3, 4, 5] - def benchmark_write_operator_card_from_file(tmp_path, test_files): pine_path = test_files / "data/grids/208/HERA_CC_318GEV_EM_SIGMARED.pineappl.lz4" default_path = test_files / "data/operator_cards/_template.yaml" target_path = pathlib.Path(tmp_path / "test_operator.yaml") + + # Load the theory card + tcard = pineko.theory_card.load(208) + x_grid, q2_grid = pineko.evolve.write_operator_card_from_file( - pine_path, default_path, target_path, 1.0 + pine_path, default_path, target_path, 1.0, tcard ) - wrong_pine_path = test_files / "data/grids/208/HERA_CC_318GEV_EM_wrong.pineappl.lz4" - # Load the opcard - myopcard = yaml.safe_load(target_path.read_text()) + + # Load the operator card + myopcard = yaml.safe_load(target_path.read_text(encoding="utf-8")) # Check if it contains all the information for eko - assert np.allclose(myopcard["xgrid"], x_grid) - assert np.allclose(myopcard["targetgrid"], x_grid) - assert np.allclose(myopcard["inputgrid"], x_grid) - assert np.allclose(myopcard["inputpids"], PIDS) - assert np.allclose(myopcard["targetpids"], PIDS) + assert np.allclose(myopcard["rotations"]["xgrid"], x_grid) + assert np.allclose(myopcard["rotations"]["targetgrid"], x_grid) + assert np.allclose(myopcard["rotations"]["inputgrid"], x_grid) + assert np.allclose(myopcard["rotations"]["inputpids"], pineko.evolve.DEFAULT_PIDS) + assert np.allclose(myopcard["rotations"]["targetpids"], pineko.evolve.DEFAULT_PIDS) + + wrong_pine_path = test_files / "data/grids/208/HERA_CC_318GEV_EM_wrong.pineappl.lz4" + with pytest.raises(FileNotFoundError): + x_grid, q2_grid = pineko.evolve.write_operator_card_from_file( + wrong_pine_path, default_path, target_path, 1.0, tcard + ) + + +def benchmark_dglap(tmp_path): + target_path = pathlib.Path(tmp_path / "test_operator.yaml") + # In order to check if the operator card is enough for eko, let's compute the eko tcard = pineko.theory_card.load(208) + # Load the opcard + myopcard = yaml.safe_load(target_path.read_text(encoding="utf-8")) + # I need smaller x and q grids in order to compute a small eko small_x_grid = [1.0e-6, 1.0e-5, 1.0e-4, 1.0e-3, 1.0e-2, 1.0e-1, 1.0] small_q2_grid = [100.0] @@ -38,11 +55,11 @@ def benchmark_write_operator_card_from_file(tmp_path, test_files): myopcard["targetgrid"] = small_x_grid myopcard["inputgrid"] = small_x_grid myopcard["Q2grid"] = small_q2_grid - ops = eko.run_dglap(theory_card=tcard, operators_card=myopcard) - with pytest.raises(FileNotFoundError): - x_grid, q2_grid = pineko.evolve.write_operator_card_from_file( - wrong_pine_path, default_path, target_path, 1.0 - ) + + # upgrade cards layout + newtcard, newocard = eko.compatibility.update(tcard, myopcard) + + _ = eko.run_dglap(theory_card=newtcard, operators_card=newocard) def benchmark_evolve_grid(tmp_path, lhapdf_path, test_files, test_pdf): diff --git a/src/pineko/evolve.py b/src/pineko/evolve.py index 1435ed5b..8295e8e8 100644 --- a/src/pineko/evolve.py +++ b/src/pineko/evolve.py @@ -4,6 +4,7 @@ import eko import eko.basis_rotation as br +import eko.compatibility import numpy as np import pineappl import rich @@ -13,10 +14,18 @@ from . import check, comparator, ekompatibility, version +DEFAULT_PIDS = [-5, -4, -3, -2, -1, 21, 22, 1, 2, 3, 4, 5] -def write_operator_card_from_file(pineappl_path, default_card_path, card_path, xif): + +def write_operator_card_from_file( + pineappl_path, default_card_path, card_path, xif, tcard +): """Generate operator card for a grid. + Note + ---- + For the reason why `tcard` is required, see :func:`write_operator_card`. + Parameters ---------- pineappl_path : str or os.PathLike @@ -27,6 +36,8 @@ def write_operator_card_from_file(pineappl_path, default_card_path, card_path, x target path xif : float factorization scale variation + tcard: dict + theory card for the run Returns ------- @@ -34,6 +45,7 @@ def write_operator_card_from_file(pineappl_path, default_card_path, card_path, x written x grid q2_grid : np.ndarray written Q2 grid + """ # raise in python rather then rust if not pathlib.Path(pineappl_path).exists(): @@ -41,10 +53,10 @@ def write_operator_card_from_file(pineappl_path, default_card_path, card_path, x pineappl_grid = pineappl.grid.Grid.read(pineappl_path) with open(default_card_path, encoding="UTF-8") as f: default_card = yaml.safe_load(f) - return write_operator_card(pineappl_grid, default_card, card_path, xif) + return write_operator_card(pineappl_grid, default_card, card_path, xif, tcard) -def write_operator_card(pineappl_grid, default_card, card_path, xif): +def write_operator_card(pineappl_grid, default_card, card_path, xif, tcard): """Generate operator card for this grid. Parameters @@ -57,6 +69,9 @@ def write_operator_card(pineappl_grid, default_card, card_path, xif): target path xif : float factorization scale variation + tcard: dict + theory card for the run, since some information in EKO is now required + in operator card, but before was in the theory card Returns ------- @@ -64,6 +79,7 @@ def write_operator_card(pineappl_grid, default_card, card_path, xif): written x grid q2_grid : np.ndarray written Q2 grid + """ operators_card = copy.deepcopy(default_card) x_grid, _pids, _mur2_grid, muf2_grid = pineappl_grid.axes() @@ -75,8 +91,20 @@ def write_operator_card(pineappl_grid, default_card, card_path, xif): x_grid_int = copy.deepcopy(x_grid.tolist()) x_grid_int.append(1.0) operators_card["interpolation_xgrid"] = list(x_grid_int) + + def provide_if_missing(key, default): + if key not in operators_card: + operators_card[key] = default + + provide_if_missing("n_integration_cores", 1) + provide_if_missing("inputgrid", operators_card["interpolation_xgrid"]) + provide_if_missing("targetgrid", operators_card["interpolation_xgrid"]) + provide_if_missing("inputpids", DEFAULT_PIDS) + provide_if_missing("targetpids", DEFAULT_PIDS) + + _, new_operators_card = eko.compatibility.update(tcard, operators_card) with open(card_path, "w", encoding="UTF-8") as f: - yaml.safe_dump(operators_card, f) + yaml.safe_dump(new_operators_card, f) return x_grid, q2_grid From 6b4d63bf4f9ee45385765ab2dfa8e8a02e49484f Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Thu, 27 Oct 2022 11:16:01 +0200 Subject: [PATCH 24/27] Start fixing missing thcard --- benchmarks/bench_cli.py | 10 +++++++++- src/pineko/cli/opcard.py | 14 +++++++++----- 2 files changed, 18 insertions(+), 6 deletions(-) diff --git a/benchmarks/bench_cli.py b/benchmarks/bench_cli.py index 5cf19335..9558cb5c 100644 --- a/benchmarks/bench_cli.py +++ b/benchmarks/bench_cli.py @@ -60,9 +60,17 @@ def benchmark_opcard_cli(tmp_path, test_files): ) default_card_path = pathlib.Path(test_files / "data/operator_cards/_template.yaml") target_path = pathlib.Path(tmp_path / "test_ope_card.yaml") + th_path = pathlib.Path(tmp_path / "test_ope_card.yaml") runner = CliRunner() result = runner.invoke( - command, ["opcard", str(grid_path), str(default_card_path), str(target_path)] + command, + [ + "opcard", + str(grid_path), + str(default_card_path), + str(target_path), + str(thcard_path), + ], ) assert "Success" in result.output diff --git a/src/pineko/cli/opcard.py b/src/pineko/cli/opcard.py index 1b93e5c2..c3eaa543 100644 --- a/src/pineko/cli/opcard.py +++ b/src/pineko/cli/opcard.py @@ -7,23 +7,27 @@ @command.command("opcard") -@click.argument("pineappl_path", metavar="PINEAPPL", type=click.Path(exists=True)) +@click.argument("pineappl-path", metavar="PINEAPPL", type=click.Path(exists=True)) @click.argument( - "default_card_path", metavar="DEFAULT_CARD", type=click.Path(exists=True) + "default-card-path", metavar="DEFAULT_CARD", type=click.Path(exists=True) ) -@click.argument("opcard_path", metavar="OPCARD", type=click.Path()) +@click.argument("opcard-path", metavar="OPCARD", type=click.Path()) +@click.argument("thcard-path", metavar="THCARD", type=click.Path()) @click.option("--xif", default=1.0, help="factorization scale variation") -def subcommand(pineappl_path, default_card_path, opcard_path, xif): +def subcommand(pineappl_path, default_card_path, opcard_path, thcard_path, xif): """Write EKO card for PineAPPL grid. Writes a copy of the default card from DEFAULT_CARD to OPCARD with the adjusted x grid and Q2 grid read from PINEAPPL. + A THCARD is required, since some of the EKO's OPCARD information come from + the NNPDF theory entries (e.g. :math:`Q0`). + XIF is the factorization scale variation. """ _x_grid, q2_grid = evolve.write_operator_card_from_file( - pineappl_path, default_card_path, opcard_path, xif + pineappl_path, default_card_path, opcard_path, xif, thcard_path ) rich.print( f"[green]Success:[/] Wrote card with {len(q2_grid)} Q2 points to {opcard_path}" From d35fef747769ccaca808b070103701175f46d897 Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Thu, 27 Oct 2022 18:37:47 +0200 Subject: [PATCH 25/27] Fix opcard subcommand --- benchmarks/bench_cli.py | 5 ++--- src/pineko/cli/opcard.py | 4 ++-- src/pineko/evolve.py | 15 +++++++++++---- 3 files changed, 15 insertions(+), 9 deletions(-) diff --git a/benchmarks/bench_cli.py b/benchmarks/bench_cli.py index 9558cb5c..d85f19ab 100644 --- a/benchmarks/bench_cli.py +++ b/benchmarks/bench_cli.py @@ -1,6 +1,5 @@ import pathlib -import pytest from click.testing import CliRunner from pineko.cli._base import command @@ -59,8 +58,8 @@ def benchmark_opcard_cli(tmp_path, test_files): test_files / "data/grids/208/LHCB_DY_13TEV_DIMUON.pineappl.lz4" ) default_card_path = pathlib.Path(test_files / "data/operator_cards/_template.yaml") + thcard_path = pathlib.Path(test_files / "data" / "theory_cards" / "208.yaml") target_path = pathlib.Path(tmp_path / "test_ope_card.yaml") - th_path = pathlib.Path(tmp_path / "test_ope_card.yaml") runner = CliRunner() result = runner.invoke( command, @@ -68,8 +67,8 @@ def benchmark_opcard_cli(tmp_path, test_files): "opcard", str(grid_path), str(default_card_path), - str(target_path), str(thcard_path), + str(target_path), ], ) assert "Success" in result.output diff --git a/src/pineko/cli/opcard.py b/src/pineko/cli/opcard.py index c3eaa543..e2408526 100644 --- a/src/pineko/cli/opcard.py +++ b/src/pineko/cli/opcard.py @@ -11,10 +11,10 @@ @click.argument( "default-card-path", metavar="DEFAULT_CARD", type=click.Path(exists=True) ) -@click.argument("opcard-path", metavar="OPCARD", type=click.Path()) @click.argument("thcard-path", metavar="THCARD", type=click.Path()) +@click.argument("opcard-path", metavar="OPCARD", type=click.Path()) @click.option("--xif", default=1.0, help="factorization scale variation") -def subcommand(pineappl_path, default_card_path, opcard_path, thcard_path, xif): +def subcommand(pineappl_path, default_card_path, thcard_path, opcard_path, xif): """Write EKO card for PineAPPL grid. Writes a copy of the default card from DEFAULT_CARD to OPCARD diff --git a/src/pineko/evolve.py b/src/pineko/evolve.py index 8295e8e8..ab04a4c3 100644 --- a/src/pineko/evolve.py +++ b/src/pineko/evolve.py @@ -1,5 +1,6 @@ """Tools related to evolution/eko.""" import copy +import os import pathlib import eko @@ -18,7 +19,11 @@ def write_operator_card_from_file( - pineappl_path, default_card_path, card_path, xif, tcard + pineappl_path: os.PathLike, + default_card_path: os.PathLike, + card_path: os.PathLike, + xif: float, + tcard_path: os.PathLike, ): """Generate operator card for a grid. @@ -36,7 +41,7 @@ def write_operator_card_from_file( target path xif : float factorization scale variation - tcard: dict + tcard_path: dict theory card for the run Returns @@ -51,8 +56,10 @@ def write_operator_card_from_file( if not pathlib.Path(pineappl_path).exists(): raise FileNotFoundError(pineappl_path) pineappl_grid = pineappl.grid.Grid.read(pineappl_path) - with open(default_card_path, encoding="UTF-8") as f: - default_card = yaml.safe_load(f) + default_card = yaml.safe_load( + pathlib.Path(default_card_path).read_text(encoding="utf-8") + ) + tcard = yaml.safe_load(pathlib.Path(tcard_path).read_text(encoding="utf-8")) return write_operator_card(pineappl_grid, default_card, card_path, xif, tcard) From b5eb520cad0dcd7ed283b823a1754e1d353cc097 Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Thu, 27 Oct 2022 19:25:04 +0200 Subject: [PATCH 26/27] Fix bench evolve --- benchmarks/bench_evolve.py | 35 +++++++++++++++++++++++++---------- benchmarks/bench_theory.py | 2 ++ benchmarks/conftest.py | 14 ++++++++------ pyproject.toml | 2 +- src/pineko/evolve.py | 6 +++--- src/pineko/theory_card.py | 26 +++++++++++++++++++++++--- 6 files changed, 62 insertions(+), 23 deletions(-) diff --git a/benchmarks/bench_evolve.py b/benchmarks/bench_evolve.py index 57d3567a..b43a5fba 100644 --- a/benchmarks/bench_evolve.py +++ b/benchmarks/bench_evolve.py @@ -10,18 +10,20 @@ from eko import couplings as sc import pineko +import pineko.evolve +import pineko.theory_card -def benchmark_write_operator_card_from_file(tmp_path, test_files): +def benchmark_write_operator_card_from_file(tmp_path, test_files, test_configs): pine_path = test_files / "data/grids/208/HERA_CC_318GEV_EM_SIGMARED.pineappl.lz4" default_path = test_files / "data/operator_cards/_template.yaml" target_path = pathlib.Path(tmp_path / "test_operator.yaml") # Load the theory card - tcard = pineko.theory_card.load(208) + tcard_path = pineko.theory_card.path(208) - x_grid, q2_grid = pineko.evolve.write_operator_card_from_file( - pine_path, default_path, target_path, 1.0, tcard + x_grid, _q2_grid = pineko.evolve.write_operator_card_from_file( + pine_path, default_path, target_path, 1.0, tcard_path ) # Load the operator card @@ -35,21 +37,31 @@ def benchmark_write_operator_card_from_file(tmp_path, test_files): wrong_pine_path = test_files / "data/grids/208/HERA_CC_318GEV_EM_wrong.pineappl.lz4" with pytest.raises(FileNotFoundError): - x_grid, q2_grid = pineko.evolve.write_operator_card_from_file( - wrong_pine_path, default_path, target_path, 1.0, tcard + _ = pineko.evolve.write_operator_card_from_file( + wrong_pine_path, default_path, target_path, 1.0, tcard_path ) -def benchmark_dglap(tmp_path): +def benchmark_dglap(tmp_path, test_files, test_configs): + pine_path = test_files / "data/grids/208/HERA_CC_318GEV_EM_SIGMARED.pineappl.lz4" + default_path = test_files / "data/operator_cards/_template.yaml" target_path = pathlib.Path(tmp_path / "test_operator.yaml") + theory_id = 208 # In order to check if the operator card is enough for eko, let's compute the eko - tcard = pineko.theory_card.load(208) + tcard = eko.compatibility.update_theory(pineko.theory_card.load(theory_id)) + if "ModSV" not in tcard: + tcard["ModSV"] = "expanded" + + pineko.evolve.write_operator_card_from_file( + pine_path, default_path, target_path, 1.0, pineko.theory_card.path(theory_id) + ) + # Load the opcard myopcard = yaml.safe_load(target_path.read_text(encoding="utf-8")) # I need smaller x and q grids in order to compute a small eko - small_x_grid = [1.0e-6, 1.0e-5, 1.0e-4, 1.0e-3, 1.0e-2, 1.0e-1, 1.0] + small_x_grid = np.geomspace(1e-3, 1.0, 5) small_q2_grid = [100.0] myopcard["xgrid"] = small_x_grid myopcard["targetgrid"] = small_x_grid @@ -59,7 +71,10 @@ def benchmark_dglap(tmp_path): # upgrade cards layout newtcard, newocard = eko.compatibility.update(tcard, myopcard) - _ = eko.run_dglap(theory_card=newtcard, operators_card=newocard) + # we are only interested in checking the configuration + # instatianting a runner is mostly sufficient + # TODO: speed up this step, and run a full run_dglap + _ = eko.runner.Runner(theory_card=newtcard, operators_card=newocard) def benchmark_evolve_grid(tmp_path, lhapdf_path, test_files, test_pdf): diff --git a/benchmarks/bench_theory.py b/benchmarks/bench_theory.py index c49307d3..ee216ddc 100644 --- a/benchmarks/bench_theory.py +++ b/benchmarks/bench_theory.py @@ -2,6 +2,8 @@ import pathlib import pineko +import pineko.configs +import pineko.theory theory_obj = pineko.theory.TheoryBuilder(208, ["LHCB_Z_13TEV_DIMUON"]) theory_obj_hera = pineko.theory.TheoryBuilder(208, ["HERACOMBCCEM"]) diff --git a/benchmarks/conftest.py b/benchmarks/conftest.py index 48cdb0b1..06a7d0ea 100644 --- a/benchmarks/conftest.py +++ b/benchmarks/conftest.py @@ -4,18 +4,20 @@ import pytest import pineko +import pineko.configs @pytest.fixture -def test_configs(test_files): - config_path = pineko.configs.detect(test_files) - base_configs = pineko.configs.load(config_path) - return base_configs +def test_files(): + return pathlib.Path(__file__).parents[0] / "data_files/" @pytest.fixture -def test_files(): - return pathlib.Path(__file__).parents[0] / "data_files/" +def test_configs(test_files): + config_path = pineko.configs.detect(test_files) + base_configs = pineko.configs.load(config_path) + pineko.configs.configs = pineko.configs.defaults(base_configs) + return pineko.configs.configs @pytest.fixture diff --git a/pyproject.toml b/pyproject.toml index 051b2d8a..5582f0db 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -65,7 +65,7 @@ pineko = "pineko:command" [tool.poe.tasks] test = "pytest tests" bench.cmd = "pytest benchmarks" -bench.env.NUMBA_DISABLE_JIT.default = "0" +bench.env.NUMBA_DISABLE_JIT.default = "1" lint = "pylint src/**/*.py -E" lint-warnings = "pylint src/**/*.py --exit-zero" pineko = "pineko" diff --git a/src/pineko/evolve.py b/src/pineko/evolve.py index ab04a4c3..ea81cb66 100644 --- a/src/pineko/evolve.py +++ b/src/pineko/evolve.py @@ -99,9 +99,9 @@ def write_operator_card(pineappl_grid, default_card, card_path, xif, tcard): x_grid_int.append(1.0) operators_card["interpolation_xgrid"] = list(x_grid_int) - def provide_if_missing(key, default): - if key not in operators_card: - operators_card[key] = default + def provide_if_missing(key, default, card=operators_card): + if key not in card: + card[key] = default provide_if_missing("n_integration_cores", 1) provide_if_missing("inputgrid", operators_card["interpolation_xgrid"]) diff --git a/src/pineko/theory_card.py b/src/pineko/theory_card.py index 9f0e5a57..3e0f3eda 100644 --- a/src/pineko/theory_card.py +++ b/src/pineko/theory_card.py @@ -1,10 +1,30 @@ """Tools related to theory cards.""" +import pathlib +from typing import Any, Dict + import yaml from . import configs -def load(theory_id): +def path(theory_id: int) -> pathlib.Path: + """Determine path to theory card. + + Parameters + ---------- + theory_id : int + theory id + + Returns + ------- + pathlib.Path + theory card path + + """ + return configs.configs["paths"]["theory_cards"] / f"{theory_id}.yaml" + + +def load(theory_id: int) -> Dict[str, Any]: """Load a theory card. Parameters @@ -16,9 +36,9 @@ def load(theory_id): ------- theory_card : dict theory card + """ - tcard_path = configs.configs["paths"]["theory_cards"] / f"{theory_id}.yaml" - with open(tcard_path, encoding="utf-8") as f: + with open(path(theory_id), encoding="utf-8") as f: theory_card = yaml.safe_load(f) return theory_card From 1cd3c830f2deb3c8a127b96a02f1a2a58fba26e8 Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Thu, 27 Oct 2022 19:30:28 +0200 Subject: [PATCH 27/27] Propagate theory card requirement to TheoryBuilder --- benchmarks/bench_theory.py | 21 ++++++++++++++++----- src/pineko/theory.py | 6 +++++- 2 files changed, 21 insertions(+), 6 deletions(-) diff --git a/benchmarks/bench_theory.py b/benchmarks/bench_theory.py index ee216ddc..b8316fd6 100644 --- a/benchmarks/bench_theory.py +++ b/benchmarks/bench_theory.py @@ -4,6 +4,7 @@ import pineko import pineko.configs import pineko.theory +import pineko.theory_card theory_obj = pineko.theory.TheoryBuilder(208, ["LHCB_Z_13TEV_DIMUON"]) theory_obj_hera = pineko.theory.TheoryBuilder(208, ["HERACOMBCCEM"]) @@ -73,12 +74,15 @@ def benchmark_inherit_ekos(test_files): folder_path.rmdir() -def benchmark_opcard(test_files): +def benchmark_opcard(test_files, test_configs): + th_path = pineko.theory_card.path(208) + grid_name = "LHCB_DY_13TEV_DIMUON" theory_obj.opcard( grid_name, pathlib.Path(test_files / "data/grids/208/LHCB_DY_13TEV_DIMUON.pineappl.lz4"), 1.0, + th_path, ) op_path = pathlib.Path( test_files / theory_obj.operator_cards_path / "LHCB_DY_13TEV_DIMUON.yaml" @@ -87,6 +91,7 @@ def benchmark_opcard(test_files): grid_name, pathlib.Path(test_files / "data/grids/208/LHCB_DY_13TEV_DIMUON.pineappl.lz4"), 1.0, + th_path, ) if os.path.exists(op_path): os.remove(op_path) @@ -94,7 +99,9 @@ def benchmark_opcard(test_files): raise ValueError("operator card not found") -def benchmark_eko(test_files): +def benchmark_eko(test_files, test_configs): + th_path = pineko.theory_card.path(208) + grid_name = "LHCB_DY_13TEV_DIMUON" grid_path = pathlib.Path(theory_obj.grids_path() / (grid_name + ".pineappl.lz4")) base_configs = pineko.configs.load(test_files) @@ -105,7 +112,7 @@ def benchmark_eko(test_files): "208-LHCB_DY_13TEV_DIMUON.log", ["208-LHCB_DY_13TEV_DIMUON.log"], ) - theory_obj.opcard(grid_name, pathlib.Path(test_files / grid_path), 1.0) + theory_obj.opcard(grid_name, pathlib.Path(test_files / grid_path), 1.0, th_path) theory_obj.eko(grid_name, grid_path, tcard) @@ -137,7 +144,9 @@ def benchmark_activate_logging(test_files): raise ValueError("log file not found") -def benchmark_fk(test_files): +def benchmark_fk(test_files, test_configs): + th_path = pineko.theory_card.path(208) + grid_name = "HERA_CC_318GEV_EM_SIGMARED" grid_path = pathlib.Path( theory_obj_hera.grids_path() / (grid_name + ".pineappl.lz4") @@ -150,7 +159,9 @@ def benchmark_fk(test_files): "208-HERA_CC_318GEV_EM_SIGMARED.log", ["208-HERA_CC_318GEV_EM_SIGMARED.log"], ) - theory_obj_hera.opcard(grid_name, pathlib.Path(test_files / grid_path), 1.0) + theory_obj_hera.opcard( + grid_name, pathlib.Path(test_files / grid_path), 1.0, th_path + ) theory_obj_hera.fk(grid_name, grid_path, tcard, pdf=None) # test overwrite function diff --git a/src/pineko/theory.py b/src/pineko/theory.py index 904dba60..05a236e7 100644 --- a/src/pineko/theory.py +++ b/src/pineko/theory.py @@ -203,7 +203,7 @@ def iterate(self, f, **kwargs): f(name, grid, **kwargs) rich.print() - def opcard(self, name, grid, xif): + def opcard(self, name, grid, xif, tcard_path): """Write a single operator card. Parameters @@ -214,6 +214,9 @@ def opcard(self, name, grid, xif): path to grid xif : float factorization scale + tcard_path : os.PathLike + path to theory card :func:`pineko.evolve.write_operator_card` + """ opcard_path = self.operator_cards_path / f"{name}.yaml" if opcard_path.exists(): @@ -225,6 +228,7 @@ def opcard(self, name, grid, xif): configs.configs["paths"]["operator_card_template"], opcard_path, xif, + tcard_path, ) if opcard_path.exists(): rich.print(