From b59ef7f78d33b7fd78be5f285748e815497ac0d7 Mon Sep 17 00:00:00 2001 From: Amir Bouslama Date: Thu, 24 Oct 2024 15:35:01 +0200 Subject: [PATCH 1/7] file extension for new matrix format --- examples/electrostatic-abb/electrostatic-abb.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/electrostatic-abb/electrostatic-abb.cpp b/examples/electrostatic-abb/electrostatic-abb.cpp index 20e5f2cd962..c568711641a 100644 --- a/examples/electrostatic-abb/electrostatic-abb.cpp +++ b/examples/electrostatic-abb/electrostatic-abb.cpp @@ -16,7 +16,7 @@ template std::vector> read_input( std::string fstring) { - std::string fname = "data/" + fstring + ".asc"; + std::string fname = "data/" + fstring + "amtx"; std::ifstream fstream; fstream.open(fname); int num_rows = 0; From 94cd0e34e1308c811920514e9cf769754e619d4a Mon Sep 17 00:00:00 2001 From: Amir Bouslama Date: Mon, 28 Oct 2024 11:32:51 +0100 Subject: [PATCH 2/7] config file for input parameters for ginkgo configuration, binary reader for binary matrices --- .../electrostatic-abb/electrostatic-abb.cpp | 57 +++---- examples/electrostatic-abb/readme.md | 41 +++++ examples/electrostatic-abb/utils.hpp | 158 ++++++++++++++++++ 3 files changed, 220 insertions(+), 36 deletions(-) create mode 100644 examples/electrostatic-abb/readme.md create mode 100644 examples/electrostatic-abb/utils.hpp diff --git a/examples/electrostatic-abb/electrostatic-abb.cpp b/examples/electrostatic-abb/electrostatic-abb.cpp index c568711641a..7217a55b8ae 100644 --- a/examples/electrostatic-abb/electrostatic-abb.cpp +++ b/examples/electrostatic-abb/electrostatic-abb.cpp @@ -10,34 +10,7 @@ #include #include "ginkgo/core/base/matrix_data.hpp" - - -template -std::vector> read_input( - std::string fstring) -{ - std::string fname = "data/" + fstring + "amtx"; - std::ifstream fstream; - fstream.open(fname); - int num_rows = 0; - fstream >> num_rows; - std::vector> mat_data{ - gko::matrix_data(gko::dim<2>(num_rows)), - gko::matrix_data(gko::dim<2>(num_rows, 1))}; - for (auto row = 0; row < num_rows; row++) { - int temp = 0; - fstream >> temp; - for (auto col = 0; col < num_rows; col++) { - ValueType mat_val = 0.0; - fstream >> mat_val; - mat_data[0].nonzeros.emplace_back(row, col, mat_val); - } - ValueType rhs_val = 0.0; - fstream >> rhs_val; - mat_data[1].nonzeros.emplace_back(row, 0, rhs_val); - } - return mat_data; -} +#include "utils.hpp" int main(int argc, char* argv[]) @@ -54,17 +27,27 @@ int main(int argc, char* argv[]) using bj = gko::preconditioner::Jacobi; using ilu = gko::preconditioner::Ilu<>; + + std::vector> data; + + std::vector config_strings; + std::string executor_string, solver_string, problem_string, mode_string; std::cout << gko::version_info::get() << std::endl; + if (argc == 2 && (std::string(argv[1]) == "--help")) { std::cerr << "Usage: " << argv[0] << " [executor] [mat_name] " << std::endl; std::exit(-1); } - const auto executor_string = argc >= 2 ? argv[1] : "reference"; - std::string solver_string = argc >= 3 ? argv[2] : "gmres"; - const auto fname_string = argc >= 4 ? argv[3] : "sphere"; + // assigning configuration parameters + config_strings = read_config(); + executor_string = config_strings[0]; + solver_string = config_strings[1]; + problem_string = config_strings[2]; + mode_string = config_strings[3]; + std::map()>> exec_map{ {"omp", [] { return gko::OmpExecutor::create(); }}, @@ -84,19 +67,21 @@ int main(int argc, char* argv[]) }}, {"reference", [] { return gko::ReferenceExecutor::create(); }}}; + const auto exec = exec_map.at(executor_string)(); // throws if not valid - auto data = read_input(fname_string); + if (mode_string.compare("ascii") == 0) { + data = read_inputAscii(problem_string); + } else { + data = read_inputBinary(problem_string); + } auto A = gko::share(mtx::create(exec)); A->read(data[0]); std::cout << "Matrix size: " << A->get_size() << std::endl; auto b = gko::share(mtx::create(exec)); b->read(data[1]); auto x = gko::clone(b); - // std::ofstream fout("sphere.mtx"); - // std::ofstream fout2("sphere_b.mtx"); - // gko::write(fout, A); - // gko::write(fout2, b); + const RealValueType reduction_factor{1e-16}; std::shared_ptr> logger = diff --git a/examples/electrostatic-abb/readme.md b/examples/electrostatic-abb/readme.md new file mode 100644 index 00000000000..35850138bbe --- /dev/null +++ b/examples/electrostatic-abb/readme.md @@ -0,0 +1,41 @@ +# Ginkgo for casopt generated matrices - Electrostatic field simulation + +## Structure + +- `electrostatic-abb.cpp`: to run ginkgo solver instance for a given matrix file + +- `utils.hpp`: helper functions defined by user, handle input/output, display progres ... + +- `/data`: sub directory for example matrix file + +## Usage + +After building, the executable `electrostatic-abb` should be generated in the build folder + +the working directory should include a config file, config file name set to `electro.config` can be changed in the code. + +config file format: + +``` + + + + +``` +**Executor**: module to be used by ginkgo - default reference + +**algorithm**: solver, supported so far are gmres and bicgstab - default gmres + +**problem name**: name of problem to be solved, a matching file with name ** with extension either or *".amtx"* for ASCII file format or *"bmtx"* for binary format. + +The matching file should be found in /data. Check field input mode on how to specify which reader to use - default sphere + +**input mode**: ascii or binary, depending on type of matrix file to read - default ascii + +## Further notes + +- Todo: verify double and single precision. Not consistant in input files due to fortran print. + + + + diff --git a/examples/electrostatic-abb/utils.hpp b/examples/electrostatic-abb/utils.hpp new file mode 100644 index 00000000000..6d3d0f05fa9 --- /dev/null +++ b/examples/electrostatic-abb/utils.hpp @@ -0,0 +1,158 @@ +// SPDX-FileCopyrightText: 2024 The Ginkgo authors +// +// SPDX-License-Identifier: BSD-3-Clause + +#include +#include +#include +#include + +#include + +#include "ginkgo/core/base/matrix_data.hpp" +/** + * Reads an input file + * + * + * This read an electrostatic input matrix file and returns a matrix, and a load + * vector + * + * + * @param fstring filename contating the matrix + * @param mode either binary or ascii 0 for binary 1 for ascii + * @return sum of `values`, or 0.0 if `values` is empty. + */ + +template +std::vector> read_inputAscii( + std::string fstring) +{ + std::ifstream fstream; + std::string fname = "data/" + fstring + ".amtx"; + fstream.open(fname); + + int num_rows = 0; + fstream >> num_rows; + std::vector> mat_data{ + gko::matrix_data(gko::dim<2>(num_rows)), + gko::matrix_data(gko::dim<2>(num_rows, 1))}; + for (auto row = 0; row < num_rows; row++) { + std::string start_row; + fstream >> start_row; + for (auto col = 0; col < num_rows; col++) { + ValueType mat_val = 0.0; + fstream >> mat_val; + mat_data[0].nonzeros.emplace_back(row, col, mat_val); + } + ValueType rhs_val = 0.0; + fstream >> rhs_val; + mat_data[1].nonzeros.emplace_back(row, 0, rhs_val); + } + return mat_data; +} + + +template +std::vector> read_inputBinary( + std::string fstring) +{ + int num_rows, index_placeholder; + std::string fname = "data/" + fstring + ".bmtx"; + + std::ifstream fstream(fname, std::ios::binary); + if (!fstream) { + std::cerr << "Error opening file: " << fname << std::endl; + exit(1); + } + // skipping 4 initial padding bytes given by the fortran formatting + fstream.seekg(4, std::ios::cur); + + fstream.read(reinterpret_cast(&num_rows), sizeof(IndexType)); + + + std::vector> mat_data{ + gko::matrix_data(gko::dim<2>(num_rows)), + gko::matrix_data(gko::dim<2>(num_rows, 1))}; + + fstream.seekg(4, std::ios::cur); + + for (auto row = 0; row < num_rows; row++) { + // skipping 8 initial padding bytes (one for line break, and one for + // fortran formatting) + fstream.seekg(8, std::ios::cur); + + fstream.read(reinterpret_cast(&index_placeholder), + sizeof(IndexType)); + + // skipping 4 bytes + fstream.seekg(4, std::ios::cur); + + for (auto col = 0; col < num_rows; col++) { + float mat_val = 0.0; + fstream.read(reinterpret_cast(&mat_val), sizeof(float)); + mat_data[0].nonzeros.emplace_back(row, col, (double)mat_val); + } + float rhs_val = 0.0; + fstream.read(reinterpret_cast(&rhs_val), sizeof(float)); + mat_data[1].nonzeros.emplace_back(row, 0, (double)rhs_val); + } + fstream.close(); + return mat_data; +} + +/** + * Reads config file for GInkgo instance + * + * parses config file for the file name + * + * @param fstring config file name, default set to electro.config + * @return vector of strings containing parameters value: executor, solver, + * problem_name, input_mode + */ +std::vector read_config(std::string fstring = "electro.config") +{ + std::string tmp_string; + std::vector config_strings; + + int i; + // parse config file to get different parameters for the solver instance + + std::ifstream fstream_config; + fstream_config.open(fstring); + if (!fstream_config) { + std::cerr << "Config file doesn't exist \n" + << "please add a electro.conf file in the current directory " + "to run Ginkgo for electrostatic casopt problems"; + exit(1); + } + for (i = 0; i < 4; i++) { + if (!fstream_config.eof()) { + fstream_config >> tmp_string; + } else { + switch (i) { + case 0: + tmp_string = "reference"; + + case 1: + tmp_string = "gmres"; + + case 2: + tmp_string = "sphere"; + default: + tmp_string = "ascii"; + } + } + config_strings.push_back(tmp_string); + } + + // display configuration + + std::cout << "Current Ginkgo configuration for electrostatic" << std::endl + << " exectutor: " << config_strings[0] << std::endl + << " solver: " << config_strings[1] << std::endl + << " problem name: " << config_strings[2] << std::endl + << " input mode: " << config_strings[3] << std::endl; + + + return config_strings; +} \ No newline at end of file From 8523339375b07bbc82f20bc95a851c40719128b7 Mon Sep 17 00:00:00 2001 From: Amir Bouslama Date: Sat, 2 Nov 2024 14:51:03 +0100 Subject: [PATCH 3/7] complete ginkgo configuration, example files also for binary, wil add changes and config file new options to readme file --- examples/electrostatic-abb/CMakeLists.txt | 3 +- examples/electrostatic-abb/data/sphere.amtx | 345 ++++++++++++++++++ examples/electrostatic-abb/data/sphere.bmtx | Bin 0 -> 121792 bytes .../electrostatic-abb/electrostatic-abb.cpp | 59 ++- examples/electrostatic-abb/readme.md | 9 +- examples/electrostatic-abb/utils.hpp | 93 ++--- 6 files changed, 444 insertions(+), 65 deletions(-) create mode 100644 examples/electrostatic-abb/data/sphere.amtx create mode 100644 examples/electrostatic-abb/data/sphere.bmtx diff --git a/examples/electrostatic-abb/CMakeLists.txt b/examples/electrostatic-abb/CMakeLists.txt index ef9d7127d7a..95e0d97e915 100644 --- a/examples/electrostatic-abb/CMakeLists.txt +++ b/examples/electrostatic-abb/CMakeLists.txt @@ -10,4 +10,5 @@ add_executable(electrostatic-abb electrostatic-abb.cpp) target_link_libraries(electrostatic-abb Ginkgo::ginkgo) # Copy the data files to the execution directory -configure_file(data/sphere.asc data/sphere.asc COPYONLY) +configure_file(data/sphere.amtx data/sphere.amtx COPYONLY) +configure_file(data/sphere.bmtx data/sphere.bmtx COPYONLY) diff --git a/examples/electrostatic-abb/data/sphere.amtx b/examples/electrostatic-abb/data/sphere.amtx new file mode 100644 index 00000000000..19eb40a265f --- /dev/null +++ b/examples/electrostatic-abb/data/sphere.amtx @@ -0,0 +1,345 @@ +172 + 1 3.267061E+00 1.029933E-01 2.034427E-01 2.341750E-01 2.343101E-01 2.534028E-01 2.909481E-01 3.625121E-01 6.073113E-01 6.896362E-01 1.342444E+00 1.986184E-01 2.990594E-01 2.709728E-01 3.903573E-01 4.263770E-01 4.412011E-01 8.245570E-01 5.114317E-01 2.039738E-01 1.441696E-01 2.162528E-01 1.475891E-01 1.410315E-01 1.359851E+00 6.679751E-01 7.990580E-01 4.721233E-01 5.550843E-01 4.096603E-01 4.562735E-01 1.583126E-01 2.628551E-01 1.962647E-01 1.468934E-01 2.860002E-01 4.377111E-01 2.778963E-01 3.034215E-01 1.991858E-01 1.469827E-01 2.414473E-01 2.199503E-01 1.843955E-01 1.320770E-01 3.445607E-01 2.792241E-01 2.737602E-01 1.574706E+00 7.553462E-01 9.994270E-01 2.033350E-01 2.614576E-01 1.675354E-01 2.106031E-01 2.853179E-01 1.700247E-01 3.327920E-01 2.523421E-01 2.178165E-01 3.315480E-01 3.128477E-01 3.068663E-01 2.221222E-01 2.131978E-01 1.917957E-01 6.020490E-01 4.493725E-01 3.107150E-01 4.058224E-01 4.419847E-01 4.551371E-01 4.443606E-01 2.686129E-01 2.886321E-01 2.034398E-01 1.646884E-01 1.374514E-01 1.724777E-01 1.944053E-01 2.095840E-01 2.021288E-01 1.760527E-01 4.089564E-01 5.948044E-01 4.269469E-01 2.496587E-01 2.466449E-01 2.572564E-01 2.142081E-01 2.097979E-01 1.344144E-01 1.590804E-01 3.060332E-01 2.209075E-01 1.906612E-01 4.048566E-01 2.774429E-01 2.503003E-01 3.445748E-01 + 5.254877E-01 2.908760E-01 3.532239E-01 2.083487E-01 2.073177E-01 2.189238E-01 2.369199E-01 2.394331E-01 1.601571E+00 9.262673E-01 1.346796E+00 3.508122E-01 3.884059E-01 2.863589E-01 2.277495E-01 2.176579E-01 2.061030E-01 3.160941E-01 3.265278E-01 3.847806E-01 4.161573E-01 2.634621E-01 2.055066E-01 4.086001E-01 1.763783E-01 1.671909E-01 2.079019E-01 7.996418E-01 9.423103E-01 5.845303E-01 2.219508E-01 2.201055E-01 1.240993E-01 3.545712E-01 2.291640E-01 2.274081E-01 3.445004E-01 2.754503E-01 3.923875E-01 2.835646E-01 2.429758E-01 2.809582E-01 2.911232E-01 1.608374E-01 2.124595E-01 4.258697E-01 2.211513E-01 1.746786E-01 3.656779E-01 4.195165E-01 2.294850E-01 2.548454E-01 2.539920E-01 7.508883E-02 7.597392E-02 2.808093E-01 1.268911E+00 1.742002E-01 3.471375E-01 2.509181E-01 2.031153E-01 2.351442E-01 3.263232E-01 3.848338E-01 4.183658E-01 1.324712E-01 7.503395E-01 1.794865E-01 2.380164E-01 1.501641E-01 1.068188E-01 3.129835E-01 3.060855E+02 + 2 1.196947E-01 3.056778E+00 1.452949E+00 7.246419E-01 4.563143E-01 3.451882E-01 2.917081E-01 2.671600E-01 3.048216E-01 2.126892E-01 1.792801E-01 2.361841E-01 4.815732E-01 3.252173E-01 2.510052E-01 2.002473E-01 2.124583E-01 1.800631E-01 1.880422E-01 4.637661E-01 5.066155E-01 7.058027E-01 8.664581E-01 4.865203E-01 1.813943E-01 1.631516E-01 2.422045E-01 1.815090E-01 1.822237E-01 2.085429E-01 2.155219E-01 6.011054E-01 7.250334E-01 5.013258E-01 7.127553E-01 3.295594E-01 3.603327E-01 3.039607E-01 2.876171E-01 9.049804E-01 4.368213E-01 8.779555E-01 5.099670E-01 5.500671E-01 6.241161E-01 2.678912E-01 2.814608E-01 2.436162E-01 1.541762E-01 1.744782E-01 1.797397E-01 2.292340E-01 1.991072E-01 1.589361E-01 1.744010E-01 2.672379E-01 2.231664E-01 3.380808E-01 2.868930E-01 2.921218E-01 2.171481E-01 1.754258E-01 2.331616E-01 2.575990E-01 2.247196E-01 2.544136E-01 1.917153E-01 2.097866E-01 1.373351E-01 2.344549E-01 2.770740E-01 3.119421E-01 1.607550E-01 2.420660E-01 3.288701E-01 3.012311E-01 1.956959E-01 6.662063E-01 1.560829E+00 1.702809E+00 3.228977E-01 4.359744E-01 2.947521E-01 1.429506E-01 2.003564E-01 2.192341E-01 3.975354E-01 3.643332E-01 5.499899E-01 3.897798E-01 3.718594E-01 2.914091E-01 3.212093E-01 1.829824E-01 3.414794E-01 2.339688E-01 2.714424E-01 2.739303E-01 2.108689E-01 2.502624E-01 + 1.692148E-01 1.259011E-01 2.483973E-01 4.307367E-01 3.623976E-01 5.899265E-01 6.607625E-01 4.740710E-01 1.607451E-01 2.049751E-01 3.325744E-01 1.909898E-01 2.232906E-01 1.268318E-01 1.989666E-01 2.457859E-01 2.247386E-01 2.772423E-01 3.025364E-01 2.187096E-01 1.682288E-01 3.123647E-01 2.659563E-01 3.565472E-01 4.625697E-01 7.144088E-01 5.488613E-01 3.146393E-01 2.193216E-01 2.638642E-01 4.072843E-01 5.058802E-01 4.944944E-01 3.233670E-01 1.887485E-01 2.328862E-01 2.345649E-01 3.134523E-01 3.286331E-01 3.028558E-01 2.057727E-01 5.314311E-01 4.195372E-01 2.274732E-01 3.250948E-01 2.614293E-01 1.461429E-01 2.360657E-01 2.619821E-01 2.791798E-01 3.151344E-01 4.141516E-01 3.015925E-01 8.423828E-01 5.044052E-01 6.280703E-01 1.372134E-01 3.347860E-01 2.099126E-01 3.276931E-01 3.092828E-01 3.560469E-01 2.805898E-01 2.007160E-01 2.180796E-01 1.859851E-01 3.060704E-01 2.980609E-01 1.760652E-01 2.998348E-01 1.279792E+00 2.115462E-01 3.271418E+02 + 3 1.216791E-01 7.896729E-01 4.247884E+00 1.538116E+00 6.732448E-01 4.490511E-01 3.510269E-01 3.052663E-01 3.354655E-01 2.265231E-01 1.858547E-01 2.413835E-01 4.998873E-01 3.515888E-01 2.340518E-01 1.921349E-01 2.005359E-01 1.878823E-01 2.013361E-01 7.025091E-01 1.021300E+00 5.369280E-01 4.823810E-01 3.297731E-01 1.857129E-01 1.710586E-01 2.510815E-01 1.860304E-01 1.826051E-01 2.096016E-01 2.113101E-01 6.881258E-01 6.811854E-01 5.880902E-01 5.438249E-01 3.019987E-01 3.425011E-01 2.915617E-01 2.628101E-01 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+ std::string executor_string, solver_string, problem_string, mode_string, + writeResult_string; + + std::map config_strings; + config_strings = read_config(); + executor_string = config_strings.count("executor") > 0 + ? config_strings["executor"] + : "reference"; + solver_string = + config_strings.count("solver") > 0 ? config_strings["solver"] : "gmres"; + problem_string = config_strings.count("problem") > 0 + ? config_strings["problem"] + : "sphere"; + mode_string = + config_strings.count("mode") > 0 ? config_strings["mode"] : "binary"; + writeResult_string = config_strings.count("writeResult") > 0 + ? config_strings["writeResult"] + : "true"; + + using ValueType = float; using RealValueType = gko::remove_complex; using IndexType = int; using vec = gko::matrix::Dense; @@ -25,13 +45,13 @@ int main(int argc, char* argv[]) using bicgstab = gko::solver::Bicgstab; using gmres = gko::solver::Gmres; using bj = gko::preconditioner::Jacobi; - using ilu = gko::preconditioner::Ilu<>; + // using ilu = gko::preconditioner::Ilu<>; ==>Not used for now, (only works + // when ValueType is double) std::vector> data; - std::vector config_strings; - std::string executor_string, solver_string, problem_string, mode_string; + std::cout << gko::version_info::get() << std::endl; @@ -41,12 +61,6 @@ int main(int argc, char* argv[]) std::exit(-1); } - // assigning configuration parameters - config_strings = read_config(); - executor_string = config_strings[0]; - solver_string = config_strings[1]; - problem_string = config_strings[2]; - mode_string = config_strings[3]; std::map()>> exec_map{ @@ -80,10 +94,12 @@ int main(int argc, char* argv[]) std::cout << "Matrix size: " << A->get_size() << std::endl; auto b = gko::share(mtx::create(exec)); b->read(data[1]); + + auto x = gko::clone(b); - const RealValueType reduction_factor{1e-16}; + const RealValueType reduction_factor{1e-6}; std::shared_ptr> logger = gko::log::Convergence::create(); auto gmres_gen = @@ -92,7 +108,6 @@ int main(int argc, char* argv[]) gko::stop::ResidualNorm::build() .with_reduction_factor(reduction_factor)) // .with_preconditioner(bj::build().with_max_block_size(1u)) - .with_preconditioner(ilu::build()) .on(exec); auto bicgstab_gen = bicgstab::build() @@ -100,7 +115,6 @@ int main(int argc, char* argv[]) gko::stop::ResidualNorm::build() .with_reduction_factor(reduction_factor)) // .with_preconditioner(bj::build().with_max_block_size(1u)) - .with_preconditioner(ilu::build()) .on(exec); std::shared_ptr solver; if (solver_string.compare("gmres") == 0) { @@ -114,6 +128,7 @@ int main(int argc, char* argv[]) throw("Invalid solver"); } solver->add_logger(logger); + double apply_time = 0.0; auto x_clone = gko::clone(x); // Warmup @@ -122,8 +137,6 @@ int main(int argc, char* argv[]) solver->apply(b, x_clone); } - double apply_time = 0.0; - int num_reps = 3; for (int i = 0; i < num_reps; ++i) { x_clone->copy_from(x.get()); @@ -140,13 +153,27 @@ int main(int argc, char* argv[]) } x->copy_from(x_clone.get()); + auto one = gko::initialize({1.0}, exec); auto neg_one = gko::initialize({-1.0}, exec); auto res = gko::initialize({0.0}, exec->get_master()); + auto real_time = apply_time / num_reps; A->apply(one, x, neg_one, b); b->compute_norm2(res); + if (writeResult_string.compare("true") == 0) { + std::string solution_fileName = + problem_string + solver_string + "_sol.mtx"; + std::ofstream outFile(solution_fileName); + gko::write(outFile, x); + } std::cout << "Residual norm sqrt(r^T r): " << res->get_values()[0] << "\nIteration count: " << logger->get_num_iterations() - << "\nApply time: " << apply_time / num_reps << std::endl; + << "\nApply time: " << real_time << std::endl; + + std::ofstream logFile; + logFile.open("log_ginkgo.txt", std::ios_base::app); + logFile << problem_string << " " << A->get_size()[0] << " " << real_time + << "\n"; + logFile.close(); } diff --git a/examples/electrostatic-abb/readme.md b/examples/electrostatic-abb/readme.md index 35850138bbe..0b3c54da889 100644 --- a/examples/electrostatic-abb/readme.md +++ b/examples/electrostatic-abb/readme.md @@ -10,11 +10,12 @@ ## Usage +### Building and running After building, the executable `electrostatic-abb` should be generated in the build folder -the working directory should include a config file, config file name set to `electro.config` can be changed in the code. +the working directory should include a config file, config file name set to `electro.config` can be changed in the code - check config file format for further description of the config file. -config file format: +- config file format: ``` @@ -32,9 +33,7 @@ The matching file should be found in /data. Check field input mode on how to spe **input mode**: ascii or binary, depending on type of matrix file to read - default ascii -## Further notes - -- Todo: verify double and single precision. Not consistant in input files due to fortran print. +### Further specifications diff --git a/examples/electrostatic-abb/utils.hpp b/examples/electrostatic-abb/utils.hpp index 6d3d0f05fa9..d90b2fd98eb 100644 --- a/examples/electrostatic-abb/utils.hpp +++ b/examples/electrostatic-abb/utils.hpp @@ -11,16 +11,15 @@ #include "ginkgo/core/base/matrix_data.hpp" /** - * Reads an input file + * Reads an input file in ascii format * * - * This read an electrostatic input matrix file and returns a matrix, and a load - * vector + * This read an electrostatic input matrix file in ascii + * and returns a pair of ginkgo matrix, and a load vector * * * @param fstring filename contating the matrix - * @param mode either binary or ascii 0 for binary 1 for ascii - * @return sum of `values`, or 0.0 if `values` is empty. + * @return pair of ginkgo matrix, and rhs */ template @@ -51,11 +50,20 @@ std::vector> read_inputAscii( return mat_data; } - +/** + * same as read_inputAscii but for binary files + * + * + * @param fstring filename contating the matrix + * @return pair of ginkgo matrix, and rhs + */ template std::vector> read_inputBinary( std::string fstring) { + auto ValueTypeSize = sizeof(ValueType); + auto IndexTypeSize = sizeof(IndexType); + int num_rows, index_placeholder; std::string fname = "data/" + fstring + ".bmtx"; @@ -67,7 +75,7 @@ std::vector> read_inputBinary( // skipping 4 initial padding bytes given by the fortran formatting fstream.seekg(4, std::ios::cur); - fstream.read(reinterpret_cast(&num_rows), sizeof(IndexType)); + fstream.read(reinterpret_cast(&num_rows), IndexTypeSize); std::vector> mat_data{ @@ -82,19 +90,19 @@ std::vector> read_inputBinary( fstream.seekg(8, std::ios::cur); fstream.read(reinterpret_cast(&index_placeholder), - sizeof(IndexType)); + IndexTypeSize); // skipping 4 bytes fstream.seekg(4, std::ios::cur); for (auto col = 0; col < num_rows; col++) { - float mat_val = 0.0; - fstream.read(reinterpret_cast(&mat_val), sizeof(float)); - mat_data[0].nonzeros.emplace_back(row, col, (double)mat_val); + ValueType mat_val = 0.0; + fstream.read(reinterpret_cast(&mat_val), ValueTypeSize); + mat_data[0].nonzeros.emplace_back(row, col, mat_val); } - float rhs_val = 0.0; - fstream.read(reinterpret_cast(&rhs_val), sizeof(float)); - mat_data[1].nonzeros.emplace_back(row, 0, (double)rhs_val); + ValueType rhs_val = 0.0; + fstream.read(reinterpret_cast(&rhs_val), ValueTypeSize); + mat_data[1].nonzeros.emplace_back(row, 0, rhs_val); } fstream.close(); return mat_data; @@ -109,12 +117,12 @@ std::vector> read_inputBinary( * @return vector of strings containing parameters value: executor, solver, * problem_name, input_mode */ -std::vector read_config(std::string fstring = "electro.config") +std::map read_config( + std::string fstring = "electro.config") { - std::string tmp_string; - std::vector config_strings; + std::string parameter_string, value_string; + std::map config_parameters; - int i; // parse config file to get different parameters for the solver instance std::ifstream fstream_config; @@ -125,34 +133,33 @@ std::vector read_config(std::string fstring = "electro.config") "to run Ginkgo for electrostatic casopt problems"; exit(1); } - for (i = 0; i < 4; i++) { - if (!fstream_config.eof()) { - fstream_config >> tmp_string; - } else { - switch (i) { - case 0: - tmp_string = "reference"; - - case 1: - tmp_string = "gmres"; - - case 2: - tmp_string = "sphere"; - default: - tmp_string = "ascii"; - } + while (!fstream_config.eof()) { + fstream_config >> parameter_string; + fstream_config >> value_string; + if (parameter_string.compare("executor") == 0) { + config_parameters["executor"] = value_string; + } else if (parameter_string.compare("solver") == 0) { + config_parameters["solver"] = value_string; + } else if (parameter_string.compare("problem") == 0) { + config_parameters["problem"] = value_string; + } else if (parameter_string.compare("mode") == 0) { + config_parameters["mode"] = value_string; + } else if (parameter_string.compare("encoding") == 0) { + config_parameters["encoding"] = value_string; + } else if (parameter_string.compare("writeResult") == 0) { + config_parameters["writeResult"] = value_string; } - config_strings.push_back(tmp_string); } // display configuration - std::cout << "Current Ginkgo configuration for electrostatic" << std::endl - << " exectutor: " << config_strings[0] << std::endl - << " solver: " << config_strings[1] << std::endl - << " problem name: " << config_strings[2] << std::endl - << " input mode: " << config_strings[3] << std::endl; - - - return config_strings; + << " exectutor: " << config_parameters["executor"] << std::endl + << " solver: " << config_parameters["solver"] << std::endl + << " problem name: " << config_parameters["problem"] + << std::endl + << " input mode: " << config_parameters["mode"] << std::endl + << " write result to file " << config_parameters["mode"] + << std::endl; + + return config_parameters; } \ No newline at end of file From 9e2bbcb0851c53d7dd38468f0c1acfd15950e615 Mon Sep 17 00:00:00 2001 From: Amir Bouslama Date: Tue, 5 Nov 2024 09:55:11 +0100 Subject: [PATCH 4/7] added omre options, .bmtx/.amtx supported extensions given from casopt --- examples/electrostatic-abb/CMakeLists.txt | 3 + examples/electrostatic-abb/data/sphere.asc | 345 ------------------ examples/electrostatic-abb/electro.config | 6 + .../electrostatic-abb/electrostatic-abb.cpp | 31 +- examples/electrostatic-abb/readme.md | 28 +- examples/electrostatic-abb/utils.hpp | 16 +- 6 files changed, 53 insertions(+), 376 deletions(-) delete mode 100644 examples/electrostatic-abb/data/sphere.asc create mode 100644 examples/electrostatic-abb/electro.config diff --git a/examples/electrostatic-abb/CMakeLists.txt b/examples/electrostatic-abb/CMakeLists.txt index 95e0d97e915..dd7fbeb2a1e 100644 --- a/examples/electrostatic-abb/CMakeLists.txt +++ b/examples/electrostatic-abb/CMakeLists.txt @@ -9,6 +9,9 @@ endif() add_executable(electrostatic-abb electrostatic-abb.cpp) target_link_libraries(electrostatic-abb Ginkgo::ginkgo) +# Copy config file +configure_file(electro.config electro.config COPYONLY) + # Copy the data files to the execution directory configure_file(data/sphere.amtx data/sphere.amtx COPYONLY) configure_file(data/sphere.bmtx data/sphere.bmtx COPYONLY) diff --git a/examples/electrostatic-abb/data/sphere.asc b/examples/electrostatic-abb/data/sphere.asc deleted file mode 100644 index 19eb40a265f..00000000000 --- a/examples/electrostatic-abb/data/sphere.asc +++ /dev/null @@ -1,345 +0,0 @@ -172 - 1 3.267061E+00 1.029933E-01 2.034427E-01 2.341750E-01 2.343101E-01 2.534028E-01 2.909481E-01 3.625121E-01 6.073113E-01 6.896362E-01 1.342444E+00 1.986184E-01 2.990594E-01 2.709728E-01 3.903573E-01 4.263770E-01 4.412011E-01 8.245570E-01 5.114317E-01 2.039738E-01 1.441696E-01 2.162528E-01 1.475891E-01 1.410315E-01 1.359851E+00 6.679751E-01 7.990580E-01 4.721233E-01 5.550843E-01 4.096603E-01 4.562735E-01 1.583126E-01 2.628551E-01 1.962647E-01 1.468934E-01 2.860002E-01 4.377111E-01 2.778963E-01 3.034215E-01 1.991858E-01 1.469827E-01 2.414473E-01 2.199503E-01 1.843955E-01 1.320770E-01 3.445607E-01 2.792241E-01 2.737602E-01 1.574706E+00 7.553462E-01 9.994270E-01 2.033350E-01 2.614576E-01 1.675354E-01 2.106031E-01 2.853179E-01 1.700247E-01 3.327920E-01 2.523421E-01 2.178165E-01 3.315480E-01 3.128477E-01 3.068663E-01 2.221222E-01 2.131978E-01 1.917957E-01 6.020490E-01 4.493725E-01 3.107150E-01 4.058224E-01 4.419847E-01 4.551371E-01 4.443606E-01 2.686129E-01 2.886321E-01 2.034398E-01 1.646884E-01 1.374514E-01 1.724777E-01 1.944053E-01 2.095840E-01 2.021288E-01 1.760527E-01 4.089564E-01 5.948044E-01 4.269469E-01 2.496587E-01 2.466449E-01 2.572564E-01 2.142081E-01 2.097979E-01 1.344144E-01 1.590804E-01 3.060332E-01 2.209075E-01 1.906612E-01 4.048566E-01 2.774429E-01 2.503003E-01 3.445748E-01 - 5.254877E-01 2.908760E-01 3.532239E-01 2.083487E-01 2.073177E-01 2.189238E-01 2.369199E-01 2.394331E-01 1.601571E+00 9.262673E-01 1.346796E+00 3.508122E-01 3.884059E-01 2.863589E-01 2.277495E-01 2.176579E-01 2.061030E-01 3.160941E-01 3.265278E-01 3.847806E-01 4.161573E-01 2.634621E-01 2.055066E-01 4.086001E-01 1.763783E-01 1.671909E-01 2.079019E-01 7.996418E-01 9.423103E-01 5.845303E-01 2.219508E-01 2.201055E-01 1.240993E-01 3.545712E-01 2.291640E-01 2.274081E-01 3.445004E-01 2.754503E-01 3.923875E-01 2.835646E-01 2.429758E-01 2.809582E-01 2.911232E-01 1.608374E-01 2.124595E-01 4.258697E-01 2.211513E-01 1.746786E-01 3.656779E-01 4.195165E-01 2.294850E-01 2.548454E-01 2.539920E-01 7.508883E-02 7.597392E-02 2.808093E-01 1.268911E+00 1.742002E-01 3.471375E-01 2.509181E-01 2.031153E-01 2.351442E-01 3.263232E-01 3.848338E-01 4.183658E-01 1.324712E-01 7.503395E-01 1.794865E-01 2.380164E-01 1.501641E-01 1.068188E-01 3.129835E-01 3.060855E+02 - 2 1.196947E-01 3.056778E+00 1.452949E+00 7.246419E-01 4.563143E-01 3.451882E-01 2.917081E-01 2.671600E-01 3.048216E-01 2.126892E-01 1.792801E-01 2.361841E-01 4.815732E-01 3.252173E-01 2.510052E-01 2.002473E-01 2.124583E-01 1.800631E-01 1.880422E-01 4.637661E-01 5.066155E-01 7.058027E-01 8.664581E-01 4.865203E-01 1.813943E-01 1.631516E-01 2.422045E-01 1.815090E-01 1.822237E-01 2.085429E-01 2.155219E-01 6.011054E-01 7.250334E-01 5.013258E-01 7.127553E-01 3.295594E-01 3.603327E-01 3.039607E-01 2.876171E-01 9.049804E-01 4.368213E-01 8.779555E-01 5.099670E-01 5.500671E-01 6.241161E-01 2.678912E-01 2.814608E-01 2.436162E-01 1.541762E-01 1.744782E-01 1.797397E-01 2.292340E-01 1.991072E-01 1.589361E-01 1.744010E-01 2.672379E-01 2.231664E-01 3.380808E-01 2.868930E-01 2.921218E-01 2.171481E-01 1.754258E-01 2.331616E-01 2.575990E-01 2.247196E-01 2.544136E-01 1.917153E-01 2.097866E-01 1.373351E-01 2.344549E-01 2.770740E-01 3.119421E-01 1.607550E-01 2.420660E-01 3.288701E-01 3.012311E-01 1.956959E-01 6.662063E-01 1.560829E+00 1.702809E+00 3.228977E-01 4.359744E-01 2.947521E-01 1.429506E-01 2.003564E-01 2.192341E-01 3.975354E-01 3.643332E-01 5.499899E-01 3.897798E-01 3.718594E-01 2.914091E-01 3.212093E-01 1.829824E-01 3.414794E-01 2.339688E-01 2.714424E-01 2.739303E-01 2.108689E-01 2.502624E-01 - 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3.577516E-01 3.244835E-01 2.148705E-01 2.887909E-01 2.266075E-01 2.140631E-01 2.456641E-01 2.214191E-01 2.404554E-01 2.715178E-01 4.312142E-01 3.150765E-01 5.131602E-01 2.519174E-01 1.588540E-01 1.641102E-01 1.555222E-01 2.150220E-01 2.274600E-01 2.123040E-01 1.861089E-01 2.121648E-01 1.809412E-01 2.872751E-01 2.639635E-01 1.758024E-01 2.021386E-01 4.043485E-01 3.383427E-01 2.922425E-01 3.744576E-01 2.374636E-01 1.316757E-01 3.866302E-01 2.040830E-01 2.196921E-01 3.068006E-01 3.369940E-01 4.746473E-01 4.330536E-01 3.960403E-01 2.509221E-01 2.421428E-01 1.315798E-01 1.880890E-01 1.499624E+00 4.654723E-01 2.478411E-01 4.241261E-01 3.068047E-01 4.510493E-01 5.353456E-01 7.160171E-01 9.843282E-02 9.808038E-02 2.749752E-01 2.139901E-01 1.583166E-01 3.379269E-01 2.723283E-01 2.536453E-01 3.536185E-01 1.466840E+00 7.682222E-01 3.028249E-01 1.288762E-01 9.571177E-01 1.747610E-01 1.513675E-01 1.463944E-01 1.287540E-01 1.404159E+00 2.233764E+02 - 9 2.744641E-01 1.165185E-01 2.478015E-01 3.147621E-01 3.556691E-01 4.548008E-01 6.738532E-01 1.459407E+00 5.043431E+00 1.343950E+00 5.681561E-01 2.151553E-01 3.402115E-01 3.316776E-01 2.554995E-01 2.466408E-01 2.434627E-01 6.029323E-01 1.106125E+00 2.867248E-01 1.861989E-01 2.236036E-01 1.551582E-01 1.402552E-01 4.481422E-01 5.840518E-01 6.190905E-01 3.591222E-01 3.110204E-01 3.160213E-01 2.929329E-01 1.882135E-01 2.915442E-01 2.409805E-01 1.621637E-01 2.509334E-01 3.525369E-01 2.610476E-01 2.379526E-01 2.392070E-01 1.748277E-01 2.639147E-01 2.454568E-01 2.396568E-01 1.640503E-01 2.586199E-01 2.282028E-01 2.328989E-01 3.651654E-01 3.920258E-01 3.308986E-01 1.845361E-01 4.084764E-01 2.681030E-01 4.296554E-01 3.781821E-01 2.785850E-01 5.831559E-01 4.902251E-01 3.151515E-01 4.633429E-01 5.884995E-01 6.067814E-01 3.204085E-01 3.809949E-01 1.957148E-01 2.872565E-01 5.506677E-01 2.735838E-01 2.745491E-01 3.435746E-01 3.129919E-01 2.938927E-01 6.462360E-01 2.302324E-01 1.711599E-01 1.298019E-01 1.450016E-01 1.831089E-01 2.196210E-01 3.441251E-01 2.908829E-01 2.586333E-01 1.917924E-01 2.641392E-01 2.398898E-01 2.298270E-01 2.395117E-01 2.589938E-01 2.297207E-01 2.710349E-01 1.806785E-01 1.860807E-01 2.087925E-01 1.928390E-01 1.609029E-01 2.602043E-01 2.858951E-01 2.252789E-01 3.322409E-01 - 4.779654E-01 4.344350E-01 2.300961E-01 2.576002E-01 2.159663E-01 2.073471E-01 2.348518E-01 2.176691E-01 2.955519E-01 3.191768E-01 5.075119E-01 3.515786E-01 5.767046E-01 3.038511E-01 1.664546E-01 1.687717E-01 1.601518E-01 2.257859E-01 2.376088E-01 2.316360E-01 2.080189E-01 2.161735E-01 1.814660E-01 3.011633E-01 2.276269E-01 1.670585E-01 1.960640E-01 4.612679E-01 4.133404E-01 3.249878E-01 3.085590E-01 2.255739E-01 1.248915E-01 3.857950E-01 2.108336E-01 2.203204E-01 3.251224E-01 3.204337E-01 4.724505E-01 3.909922E-01 3.681892E-01 2.484069E-01 2.439069E-01 1.328882E-01 1.874058E-01 1.535149E+00 4.635952E-01 2.225830E-01 4.379614E-01 3.290374E-01 3.577360E-01 4.047646E-01 4.770398E-01 8.779300E-02 8.797850E-02 2.669028E-01 2.656521E-01 1.562221E-01 3.673868E-01 2.632663E-01 2.358731E-01 3.092353E-01 8.084640E-01 1.155998E+00 3.362778E-01 1.267578E-01 1.633974E+00 1.708724E-01 1.613145E-01 1.424910E-01 1.178111E-01 1.143066E+00 1.982777E+02 - 10 4.162027E-01 1.088346E-01 2.251569E-01 2.759017E-01 2.954876E-01 3.485802E-01 4.554318E-01 6.940556E-01 1.930229E+00 4.336918E+00 1.198125E+00 2.089790E-01 3.216185E-01 3.066770E-01 2.837842E-01 2.839776E-01 2.791968E-01 1.176712E+00 1.506290E+00 2.476467E-01 1.654865E-01 2.160242E-01 1.488205E-01 1.371280E-01 6.815065E-01 1.154290E+00 8.184189E-01 4.280305E-01 3.808595E-01 3.549449E-01 3.359303E-01 1.729317E-01 2.753094E-01 2.191970E-01 1.530211E-01 2.579070E-01 3.730893E-01 2.645513E-01 2.519829E-01 2.187496E-01 1.608261E-01 2.500732E-01 2.317175E-01 2.129824E-01 1.480031E-01 2.775696E-01 2.393627E-01 2.434434E-01 5.537590E-01 5.349333E-01 4.351102E-01 1.881649E-01 3.589140E-01 2.261218E-01 3.227697E-01 3.466502E-01 2.251258E-01 4.654902E-01 3.637345E-01 2.697272E-01 4.376844E-01 5.194479E-01 4.739187E-01 2.768745E-01 2.998934E-01 1.922189E-01 3.478771E-01 6.005468E-01 3.130040E-01 3.071616E-01 3.749717E-01 3.435764E-01 3.544159E-01 4.325446E-01 2.418450E-01 1.764436E-01 1.363569E-01 1.389611E-01 1.749720E-01 2.053185E-01 2.750424E-01 2.477299E-01 2.191641E-01 2.290255E-01 3.157863E-01 2.742368E-01 2.314273E-01 2.380814E-01 2.530986E-01 2.205761E-01 2.436538E-01 1.587134E-01 1.729719E-01 2.317455E-01 1.968841E-01 1.664535E-01 2.888473E-01 2.837797E-01 2.336063E-01 3.432443E-01 - 6.424628E-01 4.813999E-01 2.544104E-01 2.344798E-01 2.094014E-01 2.059290E-01 2.300524E-01 2.191831E-01 3.960405E-01 4.017547E-01 6.304030E-01 3.760442E-01 5.519537E-01 3.428428E-01 1.790201E-01 1.782269E-01 1.692158E-01 2.439610E-01 2.552151E-01 2.615497E-01 2.438314E-01 2.253721E-01 1.854877E-01 3.239911E-01 2.028225E-01 1.629775E-01 1.949866E-01 5.430318E-01 5.352529E-01 3.766491E-01 2.679776E-01 2.190491E-01 1.215869E-01 3.787057E-01 2.170402E-01 2.218626E-01 3.406374E-01 3.033930E-01 4.537946E-01 3.475007E-01 3.226190E-01 2.520968E-01 2.517953E-01 1.376504E-01 1.909074E-01 8.648473E-01 3.640708E-01 2.025678E-01 4.283822E-01 3.572276E-01 2.957545E-01 3.282472E-01 3.606340E-01 8.102638E-02 8.152828E-02 2.651950E-01 3.622993E-01 1.579406E-01 3.817070E-01 2.565863E-01 2.211288E-01 2.760200E-01 5.360044E-01 8.188378E-01 3.732483E-01 1.266374E-01 1.825486E+00 1.703427E-01 1.770959E-01 1.418088E-01 1.110845E-01 6.058148E-01 2.305785E+02 - 11 9.534420E-01 1.045259E-01 2.111030E-01 2.501907E-01 2.585538E-01 2.883831E-01 3.511100E-01 4.708082E-01 9.038005E-01 1.529720E+00 4.056639E+00 2.030337E-01 3.081973E-01 2.861874E-01 3.259014E-01 3.407726E-01 3.395609E-01 1.546543E+00 8.309532E-01 2.210297E-01 1.522246E-01 2.136615E-01 1.463992E-01 1.373767E-01 1.303355E+00 1.316355E+00 9.289824E-01 4.806164E-01 4.733777E-01 3.904055E-01 3.930946E-01 1.633870E-01 2.660610E-01 2.048747E-01 1.481311E-01 2.696427E-01 4.008024E-01 2.699142E-01 2.730311E-01 2.060170E-01 1.519018E-01 2.428648E-01 2.234508E-01 1.953175E-01 1.378806E-01 3.066790E-01 2.557431E-01 2.572169E-01 1.147834E+00 7.351367E-01 6.344578E-01 1.943989E-01 3.053169E-01 1.922928E-01 2.537950E-01 3.134214E-01 1.915756E-01 3.854430E-01 2.936123E-01 2.390999E-01 3.847766E-01 4.003977E-01 3.740306E-01 2.452454E-01 2.471170E-01 1.909167E-01 4.470844E-01 5.460356E-01 3.301931E-01 3.504215E-01 4.103165E-01 3.884171E-01 4.176328E-01 3.276020E-01 2.609200E-01 1.867146E-01 1.473842E-01 1.365438E-01 1.715756E-01 1.972770E-01 2.354488E-01 2.199473E-01 1.932122E-01 2.926231E-01 4.085385E-01 3.299410E-01 2.378535E-01 2.404253E-01 2.525351E-01 2.154964E-01 2.234132E-01 1.439657E-01 1.642032E-01 2.637182E-01 2.058794E-01 1.760578E-01 3.323199E-01 2.808273E-01 2.426353E-01 3.477619E-01 - 6.725289E-01 3.896629E-01 2.906690E-01 2.185000E-01 2.065701E-01 2.096297E-01 2.307139E-01 2.261453E-01 6.270093E-01 5.563613E-01 8.542304E-01 3.754371E-01 4.691954E-01 3.333998E-01 1.982593E-01 1.938685E-01 1.839689E-01 2.720303E-01 2.830663E-01 3.073663E-01 3.055201E-01 2.407804E-01 1.933074E-01 3.561292E-01 1.865495E-01 1.630198E-01 1.987699E-01 6.578284E-01 7.322946E-01 4.581619E-01 2.406806E-01 2.172799E-01 1.213335E-01 3.679805E-01 2.237528E-01 2.242651E-01 3.473398E-01 2.878356E-01 4.252088E-01 3.106430E-01 2.787561E-01 2.624686E-01 2.668205E-01 1.465137E-01 1.989627E-01 5.690781E-01 2.779276E-01 1.868089E-01 4.005151E-01 3.880571E-01 2.556118E-01 2.841960E-01 2.937558E-01 7.698599E-02 7.770239E-02 2.696623E-01 5.808070E-01 1.636839E-01 3.733307E-01 2.524491E-01 2.103096E-01 2.521543E-01 4.034042E-01 5.315860E-01 4.048749E-01 1.285151E-01 1.124810E+00 1.731402E-01 2.007505E-01 1.442810E-01 1.075757E-01 4.101173E-01 2.465095E+02 - 12 1.544048E-01 1.619914E-01 3.283550E-01 3.443308E-01 3.289059E-01 3.169644E-01 3.104908E-01 3.113163E-01 3.855599E-01 2.747588E-01 2.349722E-01 3.767580E+00 1.802807E+00 1.630617E+00 3.672892E-01 3.147003E-01 2.801826E-01 2.628869E-01 2.767752E-01 3.583242E-01 2.572203E-01 2.475801E-01 1.976337E-01 1.747696E-01 2.158189E-01 1.948664E-01 2.607362E-01 3.530604E-01 3.240779E-01 4.739266E-01 4.125634E-01 1.923368E-01 2.856183E-01 2.182710E-01 1.821096E-01 2.235945E-01 2.826941E-01 2.079006E-01 2.208396E-01 3.949295E-01 3.642957E-01 5.466026E-01 7.034939E-01 2.333218E-01 1.829453E-01 4.928773E-01 5.072978E-01 6.520356E-01 2.202329E-01 2.825785E-01 2.698748E-01 6.509531E-01 4.271962E-01 3.229192E-01 2.846261E-01 8.343058E-01 1.677794E-01 2.811648E-01 2.541521E-01 1.998447E-01 1.961762E-01 1.769890E-01 2.171907E-01 5.827124E-01 3.528946E-01 1.388045E+00 3.041066E-01 2.098489E-01 1.333625E-01 2.107796E-01 2.369191E-01 2.756839E-01 1.615169E-01 3.172864E-01 2.482109E-01 2.095362E-01 1.573154E-01 2.557833E-01 2.723277E-01 3.512831E-01 2.423093E-01 2.528889E-01 1.877613E-01 2.015010E-01 2.473636E-01 2.521586E-01 2.293375E-01 2.124097E-01 2.594660E-01 2.010741E-01 2.085484E-01 1.517335E-01 1.588023E-01 3.345262E-01 2.128978E-01 1.594058E-01 3.285459E-01 1.963277E-01 1.616333E-01 2.047186E-01 - 2.855390E-01 2.126366E-01 2.585271E-01 6.395611E-01 8.444275E-01 3.246389E-01 4.611376E-01 3.830518E-01 2.116051E-01 2.767347E-01 3.778024E-01 4.472508E-01 4.423366E-01 2.450856E-01 1.671804E-01 2.269380E-01 2.448452E-01 2.953827E-01 2.739902E-01 2.206833E-01 1.853579E-01 4.045292E-01 4.586283E-01 4.858479E-01 3.883827E-01 2.372908E-01 2.625528E-01 3.106154E-01 2.396730E-01 2.637966E-01 4.983518E-01 5.839386E-01 2.053841E-01 1.827139E+00 7.028133E-01 1.361776E+00 7.234816E-01 2.145753E-01 2.612577E-01 2.244933E-01 1.724414E-01 3.551287E-01 3.900792E-01 1.808248E-01 3.836309E-01 2.830485E-01 2.473326E-01 1.521118E-01 7.395516E-01 6.762660E-01 4.623010E-01 4.187786E-01 3.597897E-01 1.090255E-01 1.017815E-01 3.014668E-01 1.641956E-01 1.935393E-01 1.863049E-01 2.047474E-01 1.807194E-01 7.877942E-01 2.768952E-01 3.082101E-01 1.983644E-01 4.620610E-01 3.423420E-01 4.700998E-01 1.641103E-01 3.116262E-01 1.507660E-01 2.969534E-01 2.654224E+02 - 13 1.389663E-01 2.016888E-01 4.211049E-01 4.274177E-01 3.915905E-01 3.548184E-01 3.246837E-01 3.088886E-01 3.629776E-01 2.534447E-01 2.123489E-01 1.087940E+00 4.863414E+00 1.339625E+00 3.152286E-01 2.630982E-01 2.482170E-01 2.319792E-01 2.462218E-01 4.627055E-01 3.444993E-01 2.764764E-01 2.276771E-01 1.958894E-01 1.991297E-01 1.814946E-01 2.479657E-01 2.779004E-01 2.603302E-01 3.479156E-01 3.210148E-01 2.223240E-01 3.188991E-01 2.465897E-01 2.098485E-01 2.298910E-01 2.831491E-01 2.143670E-01 2.215791E-01 5.605595E-01 6.079702E-01 7.871717E-01 1.463850E+00 2.711201E-01 2.206821E-01 3.960206E-01 4.238922E-01 4.541001E-01 1.925584E-01 2.380841E-01 2.309108E-01 4.749616E-01 3.617585E-01 3.010589E-01 2.704177E-01 6.364134E-01 1.814832E-01 2.944880E-01 2.693547E-01 2.149530E-01 1.965827E-01 1.742827E-01 2.201725E-01 5.999751E-01 3.639393E-01 1.002822E+00 2.528338E-01 2.046015E-01 1.297037E-01 2.054916E-01 2.342842E-01 2.689801E-01 1.549882E-01 3.197823E-01 2.501732E-01 2.157781E-01 1.573639E-01 3.278677E-01 3.337343E-01 4.657419E-01 2.687278E-01 2.917547E-01 2.084813E-01 1.744031E-01 2.222540E-01 2.310505E-01 2.415994E-01 2.239193E-01 2.815823E-01 2.171078E-01 2.291505E-01 1.718462E-01 1.745097E-01 2.654110E-01 2.220472E-01 1.634598E-01 2.978270E-01 2.021229E-01 1.634981E-01 2.058120E-01 - 2.391211E-01 1.831424E-01 2.433096E-01 1.365359E+00 1.261841E+00 3.652557E-01 5.572195E-01 4.101654E-01 1.877557E-01 2.430255E-01 3.496822E-01 3.330444E-01 3.646168E-01 1.980529E-01 1.648687E-01 2.221924E-01 2.339104E-01 2.785225E-01 2.667750E-01 2.088485E-01 1.717972E-01 3.757164E-01 4.153953E-01 4.334233E-01 5.826315E-01 2.724368E-01 2.860118E-01 2.972444E-01 2.247646E-01 2.506142E-01 6.941701E-01 7.783121E-01 2.435701E-01 8.564168E-01 4.050415E-01 6.082890E-01 4.655348E-01 2.246716E-01 2.668592E-01 2.352273E-01 1.767948E-01 3.747098E-01 3.907713E-01 1.832719E-01 3.836809E-01 2.787708E-01 2.226196E-01 1.625617E-01 5.258361E-01 4.808523E-01 5.422996E-01 5.000491E-01 3.911045E-01 1.326678E-01 1.208115E-01 3.259457E-01 1.501929E-01 2.054208E-01 1.853377E-01 2.155248E-01 1.939056E-01 1.241513E+00 2.834654E-01 2.782212E-01 1.945584E-01 4.163605E-01 3.293151E-01 4.973916E-01 1.582369E-01 3.459708E-01 1.793470E-01 2.824680E-01 2.056169E+02 - 14 1.550576E-01 1.630777E-01 3.483073E-01 3.892367E-01 3.908499E-01 3.866241E-01 3.771676E-01 3.686353E-01 4.360901E-01 2.956141E-01 2.422225E-01 1.220978E+00 1.662558E+00 4.411441E+00 3.133675E-01 2.759517E-01 2.522486E-01 2.746955E-01 3.030134E-01 4.344489E-01 2.893182E-01 2.449321E-01 1.935159E-01 1.682058E-01 2.198150E-01 2.046356E-01 2.700810E-01 3.469931E-01 3.023101E-01 4.246315E-01 3.585171E-01 2.007748E-01 2.914203E-01 2.303750E-01 1.839526E-01 2.195490E-01 2.784380E-01 2.083956E-01 2.127832E-01 4.176803E-01 3.843750E-01 5.123017E-01 6.433312E-01 2.511706E-01 1.946408E-01 3.889620E-01 3.829589E-01 4.504329E-01 2.205282E-01 2.808716E-01 2.597419E-01 4.086813E-01 5.773243E-01 4.997253E-01 3.787750E-01 1.512207E+00 1.884207E-01 3.107941E-01 2.922480E-01 2.177743E-01 2.092048E-01 1.916962E-01 2.393680E-01 1.200026E+00 5.045711E-01 6.349190E-01 2.778465E-01 2.217118E-01 1.376777E-01 2.065671E-01 2.372054E-01 2.647946E-01 1.638386E-01 4.016356E-01 2.332067E-01 1.936820E-01 1.440430E-01 2.384699E-01 2.624893E-01 3.499387E-01 2.770154E-01 2.833962E-01 2.080446E-01 1.841716E-01 2.307782E-01 2.311627E-01 2.235494E-01 2.119142E-01 2.575417E-01 2.046610E-01 2.230039E-01 1.650103E-01 1.651952E-01 2.769296E-01 2.023053E-01 1.533779E-01 2.903548E-01 2.014894E-01 1.628396E-01 2.097818E-01 - 2.987528E-01 2.368156E-01 2.355138E-01 7.703093E-01 5.955344E-01 2.933585E-01 4.027555E-01 3.305223E-01 2.060384E-01 2.633893E-01 3.660631E-01 4.552999E-01 5.165250E-01 2.606138E-01 1.577246E-01 2.024540E-01 2.103081E-01 2.612197E-01 2.508899E-01 2.072315E-01 1.752538E-01 3.265857E-01 3.376944E-01 4.044543E-01 4.581130E-01 2.244183E-01 2.451677E-01 3.075518E-01 2.400253E-01 2.544802E-01 6.775469E-01 4.797737E-01 1.884645E-01 1.585477E+00 4.815773E-01 6.368818E-01 6.303611E-01 2.242280E-01 2.743602E-01 2.406691E-01 1.860919E-01 3.204767E-01 3.342737E-01 1.629287E-01 3.084458E-01 3.144388E-01 3.087159E-01 1.616620E-01 8.581638E-01 5.339255E-01 6.861533E-01 5.379035E-01 4.672934E-01 1.126044E-01 1.047879E-01 2.906407E-01 1.627144E-01 1.809798E-01 1.939827E-01 2.090076E-01 1.881041E-01 1.441316E+00 3.146623E-01 3.574189E-01 2.014730E-01 2.993147E-01 3.688024E-01 3.506956E-01 1.532642E-01 2.537460E-01 1.507524E-01 3.586974E-01 2.266833E+02 - 15 2.138811E-01 1.221151E-01 2.260882E-01 2.341485E-01 2.161760E-01 2.129034E-01 2.202395E-01 2.399371E-01 3.308744E-01 2.739469E-01 2.745194E-01 2.613634E-01 3.779336E-01 3.066367E-01 4.437324E+00 1.340888E+00 1.371361E+00 2.814270E-01 2.461453E-01 2.039688E-01 1.546832E-01 2.477166E-01 1.797359E-01 1.782402E-01 2.777494E-01 2.184504E-01 3.110357E-01 3.503647E-01 4.538786E-01 4.678968E-01 7.299997E-01 1.629404E-01 2.717629E-01 1.895764E-01 1.632104E-01 2.904432E-01 3.890652E-01 2.513285E-01 3.278898E-01 2.324598E-01 1.775409E-01 3.194476E-01 2.888344E-01 1.803083E-01 1.380260E-01 1.397437E+00 7.756402E-01 5.746477E-01 2.905425E-01 3.409009E-01 4.334885E-01 3.879242E-01 2.214475E-01 1.493879E-01 1.654711E-01 2.846488E-01 1.355530E-01 2.432995E-01 1.939973E-01 1.752770E-01 2.008925E-01 1.737971E-01 1.976217E-01 2.186693E-01 1.839525E-01 2.885758E-01 6.507677E-01 2.269064E-01 1.593330E-01 3.187840E-01 3.150926E-01 4.622465E-01 2.117257E-01 2.042232E-01 3.899787E-01 3.037424E-01 2.699452E-01 1.863192E-01 2.215462E-01 2.391298E-01 1.778726E-01 1.861408E-01 1.513540E-01 5.829670E-01 6.148236E-01 7.458185E-01 2.806109E-01 2.453922E-01 2.796574E-01 2.079220E-01 1.853444E-01 1.234441E-01 1.502112E-01 1.098506E+00 2.826996E-01 2.201591E-01 1.654610E+00 2.204151E-01 2.008619E-01 2.417173E-01 - 2.731313E-01 1.722598E-01 6.818421E-01 2.430074E-01 3.086612E-01 3.327756E-01 3.619891E-01 4.217320E-01 3.475836E-01 5.667976E-01 6.773899E-01 3.126405E-01 2.867394E-01 1.967111E-01 2.888404E-01 4.492936E-01 5.501006E-01 8.457520E-01 5.546603E-01 4.679801E-01 3.982239E-01 6.892016E-01 4.356794E-01 1.894464E+00 1.943817E-01 2.258528E-01 2.888597E-01 4.630879E-01 3.410486E-01 4.652225E-01 2.283269E-01 3.320538E-01 1.752492E-01 4.268451E-01 3.481954E-01 3.515516E-01 4.122510E-01 2.206214E-01 2.755377E-01 2.139884E-01 1.656521E-01 4.584806E-01 5.983580E-01 2.860414E-01 4.315214E-01 2.497307E-01 1.599187E-01 1.439154E-01 3.460518E-01 7.805870E-01 2.176857E-01 2.366542E-01 2.140919E-01 8.386301E-02 8.324227E-02 3.441446E-01 2.479322E-01 2.436940E-01 2.099549E-01 2.229819E-01 1.793755E-01 2.551454E-01 2.250684E-01 2.338948E-01 2.506748E-01 2.282373E-01 3.449817E-01 3.146163E-01 3.289031E-01 2.581235E-01 1.255288E-01 2.104128E-01 2.253611E+02 - 16 2.643255E-01 1.141132E-01 2.163327E-01 2.302659E-01 2.179472E-01 2.198614E-01 2.329541E-01 2.603093E-01 3.686799E-01 3.175061E-01 3.325885E-01 2.638422E-01 3.705637E-01 3.168801E-01 1.619020E+00 4.110452E+00 1.388792E+00 3.488325E-01 2.909265E-01 2.036110E-01 1.507483E-01 2.288128E-01 1.645426E-01 1.603800E-01 3.241969E-01 2.500245E-01 3.463427E-01 4.640820E-01 6.943790E-01 6.235787E-01 1.335186E+00 1.563333E-01 2.582710E-01 1.843367E-01 1.530480E-01 2.731080E-01 3.772456E-01 2.434108E-01 3.044019E-01 2.218674E-01 1.701170E-01 2.959933E-01 2.745275E-01 1.764349E-01 1.331479E-01 9.549360E-01 5.809126E-01 5.441375E-01 3.779493E-01 4.602158E-01 6.392553E-01 3.493493E-01 2.442618E-01 1.609734E-01 1.805808E-01 3.070674E-01 1.388081E-01 2.524911E-01 2.017452E-01 1.776213E-01 2.122867E-01 1.880417E-01 2.094608E-01 2.294595E-01 1.953340E-01 2.762704E-01 1.362453E+00 2.458086E-01 1.712368E-01 3.185321E-01 3.189992E-01 4.373011E-01 2.282186E-01 2.195020E-01 3.376002E-01 2.560660E-01 2.195559E-01 1.686593E-01 2.017516E-01 2.229649E-01 1.811642E-01 1.857183E-01 1.522580E-01 1.088022E+00 7.284453E-01 6.748283E-01 2.575686E-01 2.326780E-01 2.604939E-01 1.994838E-01 1.836911E-01 1.221352E-01 1.459158E-01 1.364046E+00 2.507099E-01 1.998127E-01 9.159603E-01 2.200217E-01 1.995285E-01 2.468685E-01 - 3.418793E-01 2.045474E-01 5.388171E-01 2.385482E-01 2.854479E-01 2.848469E-01 3.168060E-01 3.464651E-01 4.525293E-01 8.118061E-01 7.773003E-01 3.809525E-01 3.336657E-01 2.411322E-01 2.551972E-01 3.347742E-01 3.703432E-01 5.619282E-01 4.465891E-01 4.359353E-01 4.130525E-01 4.879347E-01 3.554921E-01 9.533651E-01 1.906192E-01 2.007267E-01 2.534753E-01 4.914489E-01 3.836366E-01 4.740056E-01 2.299587E-01 2.976712E-01 1.554930E-01 4.591910E-01 3.747317E-01 3.513345E-01 4.809238E-01 2.210511E-01 2.829870E-01 2.183141E-01 1.725137E-01 3.767317E-01 4.554694E-01 2.273767E-01 3.412513E-01 2.707804E-01 1.788929E-01 1.441450E-01 3.955328E-01 9.179452E-01 2.251094E-01 2.416470E-01 2.242317E-01 7.942142E-02 7.885520E-02 3.104323E-01 2.964894E-01 2.101912E-01 2.203106E-01 2.175751E-01 1.763099E-01 2.588035E-01 2.389657E-01 2.679150E-01 2.621210E-01 2.050471E-01 3.847816E-01 2.720810E-01 2.878425E-01 2.185488E-01 1.166898E-01 2.321497E-01 2.432822E+02 - 17 2.679604E-01 1.134405E-01 2.119840E-01 2.251754E-01 2.104951E-01 2.108520E-01 2.224026E-01 2.479756E-01 3.507645E-01 3.041273E-01 3.233055E-01 2.217874E-01 3.283507E-01 2.750843E-01 1.426613E+00 1.348135E+00 4.214756E+00 3.174357E-01 2.643251E-01 1.935767E-01 1.450549E-01 2.413050E-01 1.692468E-01 1.686715E-01 3.385641E-01 2.510617E-01 3.654034E-01 3.568136E-01 4.861230E-01 4.297277E-01 6.555464E-01 1.593944E-01 2.700678E-01 1.887717E-01 1.576739E-01 3.099048E-01 4.445952E-01 2.700648E-01 3.662445E-01 2.129253E-01 1.594209E-01 2.815128E-01 2.527708E-01 1.765010E-01 1.326739E-01 6.818451E-01 4.850283E-01 4.064687E-01 3.519024E-01 3.826302E-01 5.495729E-01 2.863738E-01 2.133669E-01 1.424650E-01 1.630046E-01 2.635861E-01 1.382703E-01 2.536569E-01 1.974178E-01 1.806523E-01 2.203439E-01 1.902603E-01 2.105520E-01 2.037360E-01 1.778549E-01 2.359030E-01 8.184894E-01 2.556680E-01 1.847663E-01 3.894859E-01 3.690500E-01 5.594089E-01 2.536799E-01 2.041737E-01 4.053540E-01 2.910749E-01 2.615463E-01 1.650901E-01 2.021233E-01 2.177270E-01 1.776758E-01 1.833161E-01 1.525808E-01 1.245649E+00 1.342130E+00 1.444653E+00 2.870995E-01 2.560858E-01 2.805214E-01 2.129081E-01 1.885036E-01 1.231152E-01 1.522681E-01 6.279313E-01 2.826248E-01 2.315090E-01 1.569292E+00 2.392275E-01 2.224850E-01 2.693248E-01 - 2.913177E-01 1.784752E-01 8.218029E-01 2.184381E-01 2.546840E-01 2.918628E-01 3.078938E-01 3.481699E-01 4.804468E-01 8.971455E-01 9.883286E-01 2.989553E-01 2.841020E-01 1.991830E-01 3.235109E-01 3.946966E-01 4.042427E-01 7.197489E-01 5.753679E-01 6.423107E-01 6.310437E-01 4.690318E-01 3.134407E-01 9.552779E-01 1.791654E-01 2.062221E-01 2.686678E-01 5.857596E-01 4.332652E-01 6.244189E-01 2.129771E-01 2.779619E-01 1.555668E-01 3.707623E-01 2.813985E-01 2.806974E-01 3.621476E-01 2.343228E-01 2.998654E-01 2.258658E-01 1.773233E-01 4.029959E-01 4.790313E-01 2.552241E-01 3.268980E-01 2.655524E-01 1.599164E-01 1.496705E-01 3.231403E-01 5.924014E-01 2.063748E-01 2.276505E-01 2.098436E-01 7.943536E-02 7.979174E-02 3.371042E-01 3.282301E-01 2.308183E-01 2.360168E-01 2.353091E-01 1.859137E-01 2.331953E-01 2.339741E-01 2.418125E-01 2.932041E-01 1.777865E-01 3.837580E-01 2.459848E-01 3.925509E-01 2.078048E-01 1.181972E-01 2.148872E-01 2.372617E+02 - 18 5.825588E-01 1.059439E-01 2.154617E-01 2.545355E-01 2.653838E-01 2.975004E-01 3.637192E-01 4.875163E-01 9.352139E-01 1.349110E+00 1.506997E+00 2.282249E-01 3.353632E-01 3.250321E-01 3.390961E-01 3.629363E-01 3.397150E-01 4.032864E+00 1.355525E+00 2.311554E-01 1.575139E-01 2.086057E-01 1.456601E-01 1.356187E-01 6.952551E-01 6.982049E-01 6.439191E-01 6.803309E-01 5.866374E-01 4.824108E-01 4.526989E-01 1.609805E-01 2.578469E-01 1.996660E-01 1.460606E-01 2.498795E-01 3.619688E-01 2.474223E-01 2.527041E-01 2.138306E-01 1.604141E-01 2.535342E-01 2.386033E-01 1.943547E-01 1.384324E-01 3.307821E-01 2.738824E-01 2.839009E-01 1.207250E+00 1.206201E+00 6.983826E-01 2.124541E-01 3.737145E-01 2.228200E-01 2.943937E-01 3.702583E-01 1.875300E-01 3.636043E-01 2.913288E-01 2.288592E-01 3.309244E-01 3.429239E-01 3.423019E-01 2.764454E-01 2.771430E-01 2.101634E-01 4.877159E-01 4.317092E-01 2.591117E-01 3.050046E-01 3.511043E-01 3.527659E-01 3.219852E-01 3.591796E-01 2.486561E-01 1.820811E-01 1.434074E-01 1.403874E-01 1.737798E-01 2.025245E-01 2.358646E-01 2.203751E-01 1.890812E-01 2.958745E-01 3.835768E-01 3.147860E-01 2.259651E-01 2.253233E-01 2.423948E-01 2.043168E-01 2.145544E-01 1.412760E-01 1.572794E-01 2.889092E-01 1.979597E-01 1.658430E-01 3.317257E-01 2.528615E-01 2.155102E-01 3.014984E-01 - 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1.618877E-01 1.164693E-01 3.106959E-01 2.882034E-01 2.904686E-01 8.533354E-01 5.889970E-01 5.670009E-01 1.711664E-01 2.215301E-01 3.732641E-01 1.761805E-01 2.000426E-01 1.182668E-01 2.786589E-01 3.338686E-01 2.774644E-01 3.504296E-01 4.187335E-01 2.708190E-01 1.977405E-01 3.501247E-01 2.624599E-01 4.063488E-01 2.732496E-01 1.347742E+00 1.622992E+00 3.611037E-01 2.394681E-01 3.179310E-01 2.760356E-01 3.988459E-01 4.766221E-01 2.801188E-01 1.738702E-01 2.078649E-01 2.153371E-01 3.378357E-01 3.441720E-01 2.967847E-01 2.008021E-01 8.793664E-01 5.403033E-01 3.435459E-01 3.492141E-01 2.426682E-01 1.277398E-01 2.327624E-01 2.304131E-01 2.724822E-01 2.348755E-01 2.947078E-01 2.364289E-01 2.352668E-01 2.581871E-01 1.908473E+00 1.476070E-01 7.495257E-01 2.240357E-01 4.028738E-01 3.355359E-01 2.610652E-01 2.485012E-01 1.817076E-01 2.450205E-01 1.666825E-01 2.993267E-01 2.722516E-01 2.309886E-01 2.888641E-01 4.963564E-01 1.852810E-01 2.811430E+02 - 25 1.006631E+00 1.041101E-01 2.069927E-01 2.432612E-01 2.454356E-01 2.689908E-01 3.126335E-01 4.016233E-01 6.866776E-01 8.049856E-01 1.316995E+00 1.817256E-01 2.817745E-01 2.530386E-01 3.245253E-01 3.285880E-01 3.551884E-01 6.549898E-01 4.953516E-01 2.077374E-01 1.461487E-01 2.245061E-01 1.501302E-01 1.430326E-01 4.097475E+00 1.279498E+00 1.708459E+00 3.600425E-01 3.859472E-01 3.242040E-01 3.486147E-01 1.670288E-01 2.796503E-01 2.111084E-01 1.526678E-01 3.068564E-01 4.884633E-01 3.111683E-01 3.190485E-01 1.986912E-01 1.439669E-01 2.349170E-01 2.105571E-01 1.952471E-01 1.373176E-01 2.922820E-01 2.457901E-01 2.367245E-01 6.768690E-01 4.923221E-01 5.416548E-01 1.813397E-01 2.457392E-01 1.612360E-01 2.094853E-01 2.662155E-01 1.893595E-01 3.869215E-01 2.788189E-01 2.458737E-01 4.358878E-01 4.150558E-01 3.763500E-01 2.137652E-01 2.125658E-01 1.754117E-01 4.117605E-01 6.724270E-01 4.753122E-01 4.547487E-01 5.344149E-01 4.714824E-01 6.964537E-01 2.783933E-01 2.892298E-01 2.005391E-01 1.595070E-01 1.347745E-01 1.721718E-01 1.937533E-01 2.268999E-01 2.154675E-01 1.933385E-01 2.981434E-01 4.663872E-01 3.687688E-01 2.621562E-01 2.679500E-01 2.718021E-01 2.335052E-01 2.320605E-01 1.454071E-01 1.736660E-01 2.470453E-01 2.245515E-01 1.977176E-01 3.496322E-01 3.278062E-01 2.941374E-01 4.310724E-01 - 4.199450E-01 2.605590E-01 3.221773E-01 2.022567E-01 1.938982E-01 2.130457E-01 2.276122E-01 2.276504E-01 6.936454E-01 5.917549E-01 1.189785E+00 2.940128E-01 3.526528E-01 2.389975E-01 2.271744E-01 2.048548E-01 1.887022E-01 2.874469E-01 3.112225E-01 3.648411E-01 3.729803E-01 2.392128E-01 1.861450E-01 3.575320E-01 1.754013E-01 1.664629E-01 2.068011E-01 9.752671E-01 1.603183E+00 5.976769E-01 2.206164E-01 2.089813E-01 1.216850E-01 3.182458E-01 1.978845E-01 2.020017E-01 2.915506E-01 3.201922E-01 4.885699E-01 3.336412E-01 2.986451E-01 2.722207E-01 2.725953E-01 1.541350E-01 1.965922E-01 5.150735E-01 2.138162E-01 1.982861E-01 3.230642E-01 3.462523E-01 2.283844E-01 2.609093E-01 2.622407E-01 7.705181E-02 7.868506E-02 2.880522E-01 1.099824E+00 1.738358E-01 4.682106E-01 2.804754E-01 2.275501E-01 2.266898E-01 3.749413E-01 3.812445E-01 5.607436E-01 1.210419E-01 1.069998E+00 1.663381E-01 2.299749E-01 1.413774E-01 1.089650E-01 3.239987E-01 2.440527E+02 - 26 5.760277E-01 1.061509E-01 2.151253E-01 2.593941E-01 2.693527E-01 3.028877E-01 3.741953E-01 5.117121E-01 9.911744E-01 1.487132E+00 1.482317E+00 1.862512E-01 2.908372E-01 2.661400E-01 2.913112E-01 2.893530E-01 3.007866E-01 7.599252E-01 6.505045E-01 2.239209E-01 1.541364E-01 2.228532E-01 1.499189E-01 1.405280E-01 1.493364E+00 3.837179E+00 1.792872E+00 3.608820E-01 3.570454E-01 3.168095E-01 3.215882E-01 1.725463E-01 2.833588E-01 2.202820E-01 1.544801E-01 2.887649E-01 4.398195E-01 2.988621E-01 2.866971E-01 2.059364E-01 1.490852E-01 2.381065E-01 2.151122E-01 2.066466E-01 1.434335E-01 2.731594E-01 2.340445E-01 2.297963E-01 5.796506E-01 4.732035E-01 4.523928E-01 1.775074E-01 2.740624E-01 1.793421E-01 2.415944E-01 2.847010E-01 2.134504E-01 4.513929E-01 3.256329E-01 2.702131E-01 5.144504E-01 5.679782E-01 4.675026E-01 2.325331E-01 2.393635E-01 1.765429E-01 3.561425E-01 8.638359E-01 4.701977E-01 3.815592E-01 4.741311E-01 4.037078E-01 5.473893E-01 3.307654E-01 2.654029E-01 1.874587E-01 1.463026E-01 1.351554E-01 1.726482E-01 1.976547E-01 2.533386E-01 2.338687E-01 2.118557E-01 2.469947E-01 3.657192E-01 3.071958E-01 2.506173E-01 2.604375E-01 2.674414E-01 2.344553E-01 2.467657E-01 1.555443E-01 1.790178E-01 2.276581E-01 2.115562E-01 1.839801E-01 3.068477E-01 3.263122E-01 2.781944E-01 4.222277E-01 - 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3.375497E-01 2.279481E-01 2.940444E-01 2.006708E-01 1.862957E-01 2.116026E-01 2.238332E-01 2.213241E-01 4.379278E-01 4.316663E-01 9.074990E-01 2.547677E-01 3.185582E-01 2.040967E-01 2.237496E-01 1.948931E-01 1.761945E-01 2.662535E-01 2.978576E-01 3.350656E-01 3.184410E-01 2.228523E-01 1.739464E-01 3.260027E-01 1.781389E-01 1.690995E-01 2.093501E-01 1.006516E+00 1.310171E+00 5.549001E-01 2.234139E-01 2.034926E-01 1.219219E-01 2.940175E-01 1.782855E-01 1.857899E-01 2.584751E-01 3.930435E-01 6.543086E-01 4.156840E-01 3.930573E-01 2.684222E-01 2.607451E-01 1.499046E-01 1.867833E-01 6.256707E-01 2.056834E-01 2.350651E-01 2.940280E-01 3.023534E-01 2.305792E-01 2.716249E-01 2.724200E-01 8.088449E-02 8.339114E-02 3.000807E-01 5.385239E-01 1.758919E-01 7.276759E-01 3.244455E-01 2.619548E-01 2.229060E-01 4.392925E-01 3.607409E-01 7.763984E-01 1.140106E-01 1.576186E+00 1.585232E-01 2.189088E-01 1.365160E-01 1.136196E-01 3.279409E-01 2.154409E+02 - 28 3.142726E-01 1.115544E-01 2.242559E-01 2.532017E-01 2.564997E-01 2.757959E-01 3.088585E-01 3.682647E-01 5.628613E-01 4.902278E-01 4.759714E-01 3.217983E-01 4.258692E-01 4.286478E-01 4.519609E-01 5.253406E-01 4.048415E-01 6.615465E-01 5.501224E-01 2.381116E-01 1.649756E-01 2.078414E-01 1.507384E-01 1.402177E-01 3.767543E-01 3.282572E-01 3.910612E-01 3.949360E+00 1.493247E+00 1.613749E+00 9.263825E-01 1.566415E-01 2.475927E-01 1.880828E-01 1.457892E-01 2.319534E-01 3.206974E-01 2.201979E-01 2.391969E-01 2.323206E-01 1.820709E-01 2.902466E-01 2.853945E-01 1.872615E-01 1.380863E-01 4.897712E-01 3.786358E-01 4.487931E-01 5.581578E-01 1.251940E+00 7.446253E-01 3.035651E-01 4.470009E-01 2.517083E-01 2.887730E-01 4.959803E-01 1.614448E-01 2.965569E-01 2.488977E-01 1.962785E-01 2.401630E-01 2.290229E-01 2.540039E-01 3.247976E-01 2.844022E-01 2.886620E-01 7.142166E-01 2.832215E-01 1.813909E-01 2.640621E-01 2.888549E-01 3.298537E-01 2.286258E-01 3.194615E-01 2.507510E-01 1.914649E-01 1.522326E-01 1.570302E-01 1.869450E-01 2.198487E-01 2.135154E-01 2.080759E-01 1.698390E-01 3.556896E-01 3.889906E-01 3.363882E-01 2.186804E-01 2.090353E-01 2.343865E-01 1.892383E-01 1.930621E-01 1.310701E-01 1.451427E-01 4.647037E-01 1.994168E-01 1.607110E-01 3.901235E-01 2.143993E-01 1.837079E-01 2.424458E-01 - 1.094935E+00 4.778554E-01 3.009097E-01 2.726333E-01 2.835180E-01 2.361005E-01 2.765756E-01 2.684453E-01 4.290939E-01 5.416977E-01 6.028614E-01 1.353024E+00 7.652615E-01 9.321973E-01 1.831313E-01 2.151117E-01 2.216944E-01 3.083827E-01 2.873244E-01 2.772887E-01 2.620317E-01 3.141559E-01 2.707786E-01 4.711169E-01 2.153959E-01 1.753170E-01 2.096538E-01 4.293989E-01 3.718254E-01 3.523395E-01 2.799802E-01 2.784516E-01 1.370296E-01 6.871674E-01 4.546068E-01 3.860596E-01 8.918154E-01 2.250906E-01 2.977226E-01 2.371748E-01 1.952026E-01 2.892639E-01 3.148742E-01 1.600923E-01 2.546992E-01 3.590637E-01 3.228297E-01 1.514053E-01 8.094587E-01 8.535273E-01 2.995298E-01 3.000144E-01 2.997144E-01 7.921842E-02 7.783092E-02 2.637269E-01 2.901120E-01 1.676149E-01 2.324479E-01 2.076153E-01 1.760761E-01 3.279484E-01 3.054124E-01 4.909806E-01 2.553736E-01 1.857681E-01 5.060619E-01 2.330514E-01 1.895331E-01 1.821239E-01 1.112230E-01 3.687627E-01 2.532056E+02 - 29 3.672248E-01 1.086571E-01 2.142537E-01 2.384358E-01 2.363470E-01 2.496090E-01 2.763190E-01 3.246872E-01 4.964290E-01 4.534509E-01 4.903932E-01 2.802223E-01 3.816197E-01 3.608869E-01 5.600337E-01 7.658034E-01 5.341831E-01 6.098604E-01 4.531404E-01 2.177900E-01 1.543421E-01 2.102290E-01 1.507668E-01 1.426156E-01 4.114534E-01 3.299716E-01 4.085276E-01 1.345917E+00 4.006047E+00 1.234463E+00 1.446767E+00 1.534795E-01 2.474310E-01 1.842023E-01 1.448379E-01 2.455480E-01 3.450238E-01 2.298805E-01 2.600571E-01 2.196195E-01 1.696916E-01 2.791477E-01 2.679904E-01 1.797942E-01 1.329059E-01 5.503261E-01 4.017832E-01 4.481062E-01 6.658350E-01 1.337934E+00 1.384759E+00 2.961702E-01 3.338531E-01 2.027250E-01 2.330995E-01 3.880066E-01 1.525030E-01 2.822014E-01 2.298121E-01 1.896328E-01 2.379142E-01 2.215821E-01 2.421717E-01 2.703133E-01 2.373874E-01 2.662957E-01 1.495921E+00 2.846768E-01 1.881339E-01 2.909539E-01 3.098740E-01 3.669286E-01 2.460226E-01 2.731684E-01 2.729465E-01 2.048111E-01 1.664580E-01 1.540428E-01 1.848354E-01 2.123557E-01 1.987852E-01 1.962858E-01 1.619791E-01 5.296909E-01 5.120549E-01 4.161372E-01 2.285926E-01 2.162078E-01 2.396265E-01 1.915245E-01 1.886221E-01 1.262029E-01 1.442364E-01 5.814462E-01 2.111783E-01 1.717553E-01 4.729720E-01 2.198677E-01 1.931861E-01 2.517281E-01 - 6.968347E-01 3.376520E-01 3.526198E-01 2.471576E-01 2.669486E-01 2.412332E-01 2.755779E-01 2.763956E-01 5.726289E-01 8.092712E-01 7.391323E-01 6.645019E-01 5.142992E-01 4.573603E-01 2.034934E-01 2.369142E-01 2.442686E-01 3.530685E-01 3.219939E-01 3.271150E-01 3.208485E-01 3.381583E-01 2.760673E-01 5.377306E-01 1.978450E-01 1.769964E-01 2.159969E-01 4.815176E-01 4.194537E-01 4.111627E-01 2.508136E-01 2.687654E-01 1.370379E-01 5.484539E-01 3.991126E-01 3.488079E-01 6.510931E-01 2.260136E-01 2.994859E-01 2.328929E-01 1.906816E-01 3.026805E-01 3.360997E-01 1.722212E-01 2.638881E-01 3.322352E-01 2.496518E-01 1.492884E-01 5.581302E-01 8.630817E-01 2.584140E-01 2.699946E-01 2.637397E-01 7.700469E-02 7.620232E-02 2.726440E-01 3.450131E-01 1.757663E-01 2.377114E-01 2.118767E-01 1.761271E-01 2.851741E-01 2.824424E-01 3.885573E-01 2.708873E-01 1.796896E-01 4.867369E-01 2.309543E-01 2.153872E-01 1.828055E-01 1.097180E-01 3.075396E-01 2.496227E+02 - 30 2.503653E-01 1.169825E-01 2.327622E-01 2.559090E-01 2.538788E-01 2.651599E-01 2.872615E-01 3.252423E-01 4.680083E-01 3.851161E-01 3.659109E-01 3.928361E-01 4.879967E-01 4.838037E-01 5.304933E-01 6.061287E-01 4.297841E-01 4.525130E-01 4.058290E-01 2.422414E-01 1.707008E-01 2.130344E-01 1.572979E-01 1.464309E-01 3.115273E-01 2.681286E-01 3.389681E-01 1.296291E+00 1.161478E+00 4.155837E+00 1.419167E+00 1.581590E-01 2.491622E-01 1.871334E-01 1.493057E-01 2.301363E-01 3.119009E-01 2.147563E-01 2.388664E-01 2.455131E-01 1.971482E-01 3.174733E-01 3.182294E-01 1.874426E-01 1.405619E-01 6.484963E-01 4.779505E-01 6.390628E-01 4.040483E-01 6.589722E-01 5.738986E-01 3.929825E-01 4.175034E-01 2.462058E-01 2.649049E-01 5.277249E-01 1.535179E-01 2.761596E-01 2.337138E-01 1.874354E-01 2.177193E-01 2.027454E-01 2.300434E-01 3.356935E-01 2.734486E-01 3.570623E-01 6.972664E-01 2.505066E-01 1.623610E-01 2.523436E-01 2.733832E-01 3.236898E-01 2.049579E-01 2.920499E-01 2.578650E-01 2.015232E-01 1.606041E-01 1.700662E-01 1.988178E-01 2.339832E-01 2.061966E-01 2.054530E-01 1.646563E-01 3.576006E-01 3.771316E-01 3.437161E-01 2.212266E-01 2.075222E-01 2.370082E-01 1.876193E-01 1.882904E-01 1.291079E-01 1.434271E-01 6.343315E-01 2.054993E-01 1.624548E-01 4.274628E-01 2.047692E-01 1.757566E-01 2.270608E-01 - 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2.436634E-01 1.645148E-01 4.178977E-01 3.189097E-01 5.172150E-01 4.242955E-01 5.268771E-01 5.981575E-01 2.440710E-01 3.519567E-01 4.655398E-01 3.208735E-01 2.934752E-01 1.891537E-01 2.285910E-01 4.040670E-01 5.577301E-01 5.730684E-01 4.269568E-01 3.098222E-01 2.510758E-01 1.426845E+00 1.401391E+00 1.591967E+00 2.429869E-01 2.672766E-01 3.262516E-01 3.572979E-01 2.635383E-01 3.337037E-01 2.777403E-01 5.308240E-01 2.279210E-01 5.606611E-01 4.964705E-01 5.970238E-01 4.790507E-01 2.107602E-01 2.552968E-01 2.075604E-01 1.577002E-01 5.256792E-01 7.541220E-01 2.912199E-01 8.122935E-01 2.384660E-01 1.655946E-01 1.423444E-01 3.936187E-01 8.993575E-01 2.533754E-01 2.703398E-01 2.353207E-01 9.718537E-02 9.393102E-02 3.533154E-01 1.840374E-01 2.534930E-01 1.865143E-01 2.127771E-01 1.771660E-01 3.262856E-01 2.240908E-01 2.303541E-01 2.128229E-01 4.923404E-01 3.117655E-01 6.291283E-01 2.355295E-01 4.349021E-01 1.455927E-01 2.130786E-01 2.337852E+02 - 48 1.741943E-01 1.389725E-01 2.637042E-01 2.709929E-01 2.528454E-01 2.466430E-01 2.498768E-01 2.637494E-01 3.473120E-01 2.699109E-01 2.494921E-01 5.312743E-01 6.425855E-01 5.139064E-01 6.763338E-01 5.332149E-01 4.267225E-01 2.727798E-01 2.602824E-01 2.525390E-01 1.895226E-01 2.418361E-01 1.869638E-01 1.750732E-01 2.347698E-01 1.992635E-01 2.714941E-01 3.993813E-01 4.298639E-01 6.408574E-01 6.956694E-01 1.711430E-01 2.692764E-01 1.956030E-01 1.683394E-01 2.404857E-01 3.104078E-01 2.161700E-01 2.509146E-01 2.915225E-01 2.405798E-01 4.260675E-01 4.360975E-01 1.967421E-01 1.536533E-01 1.496608E+00 1.406259E+00 4.117732E+00 2.502176E-01 3.255165E-01 3.406049E-01 1.362678E+00 2.961426E-01 2.025282E-01 2.072362E-01 4.400404E-01 1.437580E-01 2.496241E-01 2.114014E-01 1.786487E-01 1.892477E-01 1.681098E-01 1.981522E-01 3.128389E-01 2.354423E-01 6.558626E-01 4.407334E-01 2.085065E-01 1.380311E-01 2.390660E-01 2.557801E-01 3.242336E-01 1.738939E-01 2.421176E-01 2.908928E-01 2.438044E-01 1.943579E-01 2.249524E-01 2.483171E-01 2.878724E-01 1.972750E-01 2.071841E-01 1.608417E-01 2.917017E-01 3.297171E-01 3.449380E-01 2.429387E-01 2.177660E-01 2.601353E-01 1.961152E-01 1.881152E-01 1.309946E-01 1.482664E-01 7.209415E-01 2.361865E-01 1.772077E-01 5.059668E-01 1.972209E-01 1.695389E-01 2.099801E-01 - 2.920001E-01 1.962619E-01 3.487747E-01 3.504546E-01 5.426533E-01 3.463331E-01 4.454488E-01 4.475749E-01 2.558299E-01 3.632218E-01 4.597877E-01 4.314519E-01 3.645945E-01 2.353968E-01 2.005178E-01 3.027843E-01 3.653713E-01 4.293482E-01 3.482947E-01 2.776022E-01 2.365235E-01 6.681305E-01 7.587793E-01 8.849732E-01 2.550550E-01 2.343322E-01 2.767173E-01 3.486131E-01 2.669084E-01 3.146038E-01 3.052607E-01 4.874366E-01 1.975694E-01 8.329207E-01 1.103846E+00 1.173256E+00 7.535610E-01 2.071654E-01 2.549826E-01 2.089465E-01 1.612061E-01 4.136335E-01 5.187916E-01 2.241783E-01 5.178172E-01 2.559626E-01 1.955695E-01 1.412430E-01 5.283518E-01 1.702700E+00 2.864269E-01 2.914034E-01 2.604113E-01 9.330098E-02 8.967616E-02 3.145528E-01 1.897540E-01 2.134084E-01 1.875199E-01 2.035022E-01 1.720678E-01 3.787964E-01 2.388008E-01 2.652611E-01 2.101861E-01 4.897385E-01 3.326674E-01 5.097809E-01 2.052447E-01 3.388602E-01 1.357295E-01 2.418163E-01 2.428521E+02 - 49 1.173117E+00 1.036994E-01 2.063324E-01 2.375590E-01 2.398975E-01 2.612983E-01 3.009072E-01 3.808270E-01 6.455559E-01 7.417191E-01 1.327971E+00 2.162685E-01 3.206378E-01 2.956266E-01 4.019049E-01 4.562933E-01 4.325224E-01 1.317089E+00 6.209059E-01 2.112270E-01 1.479105E-01 2.106784E-01 1.460837E-01 1.384012E-01 8.349475E-01 5.888051E-01 6.458404E-01 6.434177E-01 7.485679E-01 5.007530E-01 5.343168E-01 1.562551E-01 2.554795E-01 1.924654E-01 1.446370E-01 2.650946E-01 3.909533E-01 2.570162E-01 2.774613E-01 2.045629E-01 1.529651E-01 2.487777E-01 2.308578E-01 1.839405E-01 1.323898E-01 3.687621E-01 2.934993E-01 2.982911E-01 3.766936E+00 1.411073E+00 1.447718E+00 2.183521E-01 2.997934E-01 1.854708E-01 2.322578E-01 3.208140E-01 1.688232E-01 3.260481E-01 2.548573E-01 2.121715E-01 3.063027E-01 2.960700E-01 2.974591E-01 2.427756E-01 2.310216E-01 2.067239E-01 6.929591E-01 4.009293E-01 2.630269E-01 3.479277E-01 3.811071E-01 4.035566E-01 3.539917E-01 2.870039E-01 2.728626E-01 1.960509E-01 1.578798E-01 1.397794E-01 1.732641E-01 1.977226E-01 2.115982E-01 2.032928E-01 1.744509E-01 4.097579E-01 5.262891E-01 3.947216E-01 2.364053E-01 2.319160E-01 2.469425E-01 2.045014E-01 2.042222E-01 1.329691E-01 1.537450E-01 3.345864E-01 2.106215E-01 1.782001E-01 3.962722E-01 2.550290E-01 2.255802E-01 3.076595E-01 - 7.511930E-01 3.640810E-01 3.318608E-01 2.200705E-01 2.192803E-01 2.189300E-01 2.417630E-01 2.415304E-01 1.163329E+00 8.567013E-01 1.001262E+00 4.327822E-01 4.655753E-01 3.706109E-01 2.091668E-01 2.131215E-01 2.058787E-01 3.076132E-01 3.082387E-01 3.431744E-01 3.559363E-01 2.696296E-01 2.151731E-01 4.162393E-01 1.836761E-01 1.662886E-01 2.044479E-01 6.378489E-01 6.611038E-01 4.885866E-01 2.340887E-01 2.286314E-01 1.250093E-01 4.033227E-01 2.595673E-01 2.488349E-01 4.033366E-01 2.588150E-01 3.623345E-01 2.706616E-01 2.300025E-01 2.773957E-01 2.911564E-01 1.573420E-01 2.177768E-01 4.258501E-01 2.529774E-01 1.674211E-01 4.276270E-01 4.772800E-01 2.451489E-01 2.663703E-01 2.682694E-01 7.523128E-02 7.554585E-02 2.711712E-01 6.438168E-01 1.690543E-01 3.083966E-01 2.352238E-01 1.936852E-01 2.526545E-01 3.288483E-01 4.435503E-01 3.553585E-01 1.405590E-01 7.131093E-01 1.874325E-01 2.180209E-01 1.543874E-01 1.064245E-01 3.437505E-01 2.654677E+02 - 50 5.056644E-01 1.061887E-01 2.125533E-01 2.432026E-01 2.468155E-01 2.686217E-01 3.074575E-01 3.837563E-01 6.304368E-01 6.412839E-01 7.492105E-01 2.534989E-01 3.571393E-01 3.447849E-01 4.262513E-01 5.022973E-01 4.246854E-01 1.254020E+00 6.714749E-01 2.220479E-01 1.543426E-01 2.071763E-01 1.466639E-01 1.377231E-01 5.299853E-01 4.393645E-01 4.968180E-01 1.329519E+00 1.330078E+00 7.357853E-01 6.960232E-01 1.551372E-01 2.494149E-01 1.889785E-01 1.437727E-01 2.458387E-01 3.515620E-01 2.360236E-01 2.553957E-01 2.147603E-01 1.638295E-01 2.638547E-01 2.513752E-01 1.842755E-01 1.339544E-01 4.155200E-01 3.259838E-01 3.514421E-01 1.274888E+00 3.983211E+00 1.386328E+00 2.473810E-01 3.623537E-01 2.139122E-01 2.615932E-01 3.860484E-01 1.652686E-01 3.115836E-01 2.530481E-01 2.038377E-01 2.699777E-01 2.630915E-01 2.771998E-01 2.750893E-01 2.556046E-01 2.367333E-01 7.871873E-01 3.365702E-01 2.151234E-01 2.984121E-01 3.275211E-01 3.604672E-01 2.787660E-01 3.066291E-01 2.592830E-01 1.917595E-01 1.536190E-01 1.457317E-01 1.774821E-01 2.054243E-01 2.123717E-01 2.046727E-01 1.717020E-01 3.985858E-01 4.571137E-01 3.657084E-01 2.253078E-01 2.183916E-01 2.384303E-01 1.952652E-01 1.976885E-01 1.313516E-01 1.484129E-01 3.896869E-01 2.029657E-01 1.677255E-01 3.938241E-01 2.328141E-01 2.023630E-01 2.712502E-01 - 1.341629E+00 4.698288E-01 3.147311E-01 2.396928E-01 2.419857E-01 2.240311E-01 2.540611E-01 2.505129E-01 6.575853E-01 7.131567E-01 7.622203E-01 6.318425E-01 5.996766E-01 5.740499E-01 1.941781E-01 2.120677E-01 2.111902E-01 3.057133E-01 2.954394E-01 3.071689E-01 3.046955E-01 2.854441E-01 2.347042E-01 4.381177E-01 1.958960E-01 1.684938E-01 2.045140E-01 5.145667E-01 4.811228E-01 4.117965E-01 2.529418E-01 2.462000E-01 1.288843E-01 4.948309E-01 3.206022E-01 2.940073E-01 5.343763E-01 2.406283E-01 3.280330E-01 2.530750E-01 2.129122E-01 2.796415E-01 2.990286E-01 1.569500E-01 2.312402E-01 3.991809E-01 2.930443E-01 1.586710E-01 5.511369E-01 5.978792E-01 2.665210E-01 2.816731E-01 2.837138E-01 7.635265E-02 7.590769E-02 2.646988E-01 4.063246E-01 1.664945E-01 2.654926E-01 2.195076E-01 1.836415E-01 2.809249E-01 3.205497E-01 4.969870E-01 2.984374E-01 1.567551E-01 6.116396E-01 2.040551E-01 2.023314E-01 1.642789E-01 1.075353E-01 3.672264E-01 2.510538E+02 - 51 6.129072E-01 1.047907E-01 2.059186E-01 2.317383E-01 2.297554E-01 2.444121E-01 2.751577E-01 3.287785E-01 5.239785E-01 5.230243E-01 6.738083E-01 2.313118E-01 3.336987E-01 3.043146E-01 5.059556E-01 6.456218E-01 5.591074E-01 7.412678E-01 4.730614E-01 2.065336E-01 1.467379E-01 2.117051E-01 1.483327E-01 1.415798E-01 5.714338E-01 4.118312E-01 5.085650E-01 7.325146E-01 1.299455E+00 6.234010E-01 7.580662E-01 1.534160E-01 2.514675E-01 1.864440E-01 1.443054E-01 2.636426E-01 3.831138E-01 2.489665E-01 2.823422E-01 2.065660E-01 1.560242E-01 2.579533E-01 2.405416E-01 1.784943E-01 1.303575E-01 4.483769E-01 3.418249E-01 3.502503E-01 1.336548E+00 1.378246E+00 4.053793E+00 2.444484E-01 2.874033E-01 1.798473E-01 2.160974E-01 3.236251E-01 1.558709E-01 2.952928E-01 2.327138E-01 1.968143E-01 2.649083E-01 2.465723E-01 2.598522E-01 2.401945E-01 2.194228E-01 2.243802E-01 1.353342E+00 3.299559E-01 2.233619E-01 3.403776E-01 3.585240E-01 4.140694E-01 3.037880E-01 2.624893E-01 2.852053E-01 2.072541E-01 1.696987E-01 1.449890E-01 1.777069E-01 2.014112E-01 1.983799E-01 1.945024E-01 1.642551E-01 6.057970E-01 6.509535E-01 4.654030E-01 2.382094E-01 2.281539E-01 2.461877E-01 1.992085E-01 1.939443E-01 1.272296E-01 1.484702E-01 4.362017E-01 2.174497E-01 1.816810E-01 4.740439E-01 2.394232E-01 2.142749E-01 2.833100E-01 - 6.317976E-01 3.115535E-01 3.760820E-01 2.238755E-01 2.340064E-01 2.311855E-01 2.560019E-01 2.603568E-01 1.216712E+00 1.397702E+00 1.029333E+00 4.607231E-01 4.372703E-01 3.571540E-01 2.194671E-01 2.345598E-01 2.332213E-01 3.510733E-01 3.352372E-01 3.728432E-01 3.928654E-01 3.065629E-01 2.398851E-01 4.900687E-01 1.837968E-01 1.720049E-01 2.128580E-01 5.962666E-01 5.593376E-01 4.978817E-01 2.313039E-01 2.426684E-01 1.304388E-01 4.313044E-01 2.961473E-01 2.763050E-01 4.535080E-01 2.421589E-01 3.293166E-01 2.478379E-01 2.060383E-01 2.958585E-01 3.188483E-01 1.700740E-01 2.400010E-01 3.555869E-01 2.289884E-01 1.567200E-01 4.382757E-01 5.868194E-01 2.381499E-01 2.561409E-01 2.517741E-01 7.510974E-02 7.512865E-02 2.765839E-01 5.250295E-01 1.763891E-01 2.703617E-01 2.255962E-01 1.846378E-01 2.547332E-01 2.923727E-01 3.755989E-01 3.193704E-01 1.543915E-01 5.579600E-01 2.042899E-01 2.354721E-01 1.666307E-01 1.073194E-01 3.014683E-01 2.466825E+02 - 52 1.555711E-01 1.572727E-01 2.940028E-01 2.940670E-01 2.684436E-01 2.550235E-01 2.514874E-01 2.584053E-01 3.311433E-01 2.497507E-01 2.255313E-01 6.310679E-01 8.100591E-01 5.618280E-01 5.398661E-01 4.095137E-01 3.605366E-01 2.451103E-01 2.388474E-01 2.744654E-01 2.107222E-01 2.594627E-01 2.069623E-01 1.913123E-01 2.146219E-01 1.847124E-01 2.547980E-01 3.280153E-01 3.392186E-01 4.741006E-01 4.931479E-01 1.836269E-01 2.851543E-01 2.065449E-01 1.825412E-01 2.422091E-01 3.048680E-01 2.169866E-01 2.484768E-01 3.382310E-01 2.884574E-01 5.279047E-01 5.610242E-01 2.104131E-01 1.675133E-01 8.902322E-01 1.350875E+00 1.556819E+00 2.190211E-01 2.747581E-01 2.848978E-01 3.745399E+00 2.834702E-01 2.026706E-01 2.036844E-01 4.373247E-01 1.469092E-01 2.507003E-01 2.145085E-01 1.823477E-01 1.848329E-01 1.624622E-01 1.951954E-01 3.278210E-01 2.398455E-01 1.125709E+00 3.505386E-01 1.997300E-01 1.317613E-01 2.289791E-01 2.476571E-01 3.118860E-01 1.640337E-01 2.411751E-01 2.928881E-01 2.537838E-01 1.975526E-01 2.717294E-01 2.831741E-01 3.346801E-01 2.046513E-01 2.191770E-01 1.668185E-01 2.404915E-01 2.884174E-01 3.087375E-01 2.508018E-01 2.229155E-01 2.729507E-01 2.031773E-01 1.949138E-01 1.376449E-01 1.545250E-01 4.790969E-01 2.447827E-01 1.794706E-01 4.508788E-01 1.968646E-01 1.673014E-01 2.057451E-01 - 2.537326E-01 1.775174E-01 3.245004E-01 4.139038E-01 8.222361E-01 4.013558E-01 5.594794E-01 5.319033E-01 2.245015E-01 3.100550E-01 4.145607E-01 3.627629E-01 3.333565E-01 2.051244E-01 1.964709E-01 3.067769E-01 3.690098E-01 4.097060E-01 3.408992E-01 2.607625E-01 2.142283E-01 7.345407E-01 1.291343E+00 7.955868E-01 2.893213E-01 2.640435E-01 3.028331E-01 3.286908E-01 2.474948E-01 2.947348E-01 3.372304E-01 6.712789E-01 2.323554E-01 7.936897E-01 7.051732E-01 1.291414E+00 5.855179E-01 2.088168E-01 2.524300E-01 2.101530E-01 1.598462E-01 4.560580E-01 5.697296E-01 2.355444E-01 6.616086E-01 2.481651E-01 1.863186E-01 1.439916E-01 4.806357E-01 8.968537E-01 3.038129E-01 3.089344E-01 2.666326E-01 1.033566E-01 9.808499E-02 3.339169E-01 1.711088E-01 2.265270E-01 1.821502E-01 2.067751E-01 1.764910E-01 4.236367E-01 2.370563E-01 2.479742E-01 2.019085E-01 1.117725E+00 3.155027E-01 8.078941E-01 1.969526E-01 4.520006E-01 1.509600E-01 2.336964E-01 2.669943E+02 - 53 1.964821E-01 1.312943E-01 2.842513E-01 3.431752E-01 3.831564E-01 4.443113E-01 5.182309E-01 5.785769E-01 7.147783E-01 4.491909E-01 3.354529E-01 4.046804E-01 5.852132E-01 7.407363E-01 2.910413E-01 2.766446E-01 2.520862E-01 4.106489E-01 5.224671E-01 3.642588E-01 2.274424E-01 2.208174E-01 1.643396E-01 1.455802E-01 2.785117E-01 2.764640E-01 3.386278E-01 4.740305E-01 3.623099E-01 4.699196E-01 3.709178E-01 1.844951E-01 2.737685E-01 2.220350E-01 1.635362E-01 2.183775E-01 2.889617E-01 2.140417E-01 2.114927E-01 3.027044E-01 2.418744E-01 3.446918E-01 3.572009E-01 2.360736E-01 1.727003E-01 3.305701E-01 2.969056E-01 3.380786E-01 2.901539E-01 3.839578E-01 3.132310E-01 2.693716E-01 3.837476E+00 1.148628E+00 1.097751E+00 1.445206E+00 2.133923E-01 3.695275E-01 3.568969E-01 2.382792E-01 2.540750E-01 2.500328E-01 3.021991E-01 8.097932E-01 7.645826E-01 3.153689E-01 3.068700E-01 2.771791E-01 1.652935E-01 2.206378E-01 2.591348E-01 2.713791E-01 1.933338E-01 6.835266E-01 2.204591E-01 1.739415E-01 1.314317E-01 1.759740E-01 2.085835E-01 2.628331E-01 3.017038E-01 2.805302E-01 2.193082E-01 1.946212E-01 2.459635E-01 2.327141E-01 2.126293E-01 2.090468E-01 2.421224E-01 2.012052E-01 2.289055E-01 1.640671E-01 1.631576E-01 2.585498E-01 1.870471E-01 1.478317E-01 2.755861E-01 2.165214E-01 1.738382E-01 2.338481E-01 - 4.742782E-01 4.736612E-01 2.275444E-01 4.047679E-01 3.232114E-01 2.359131E-01 2.898547E-01 2.565438E-01 2.453887E-01 2.954083E-01 4.122127E-01 6.817218E-01 1.517873E+00 4.621755E-01 1.541692E-01 1.796011E-01 1.805545E-01 2.396276E-01 2.358024E-01 2.110219E-01 1.856625E-01 2.619767E-01 2.409561E-01 3.481854E-01 3.157675E-01 1.839461E-01 2.085450E-01 3.441991E-01 2.852712E-01 2.719962E-01 4.777429E-01 3.045249E-01 1.456348E-01 8.707525E-01 3.572270E-01 3.711437E-01 6.161164E-01 2.417561E-01 3.121673E-01 2.708169E-01 2.214823E-01 2.712964E-01 2.781362E-01 1.417853E-01 2.327272E-01 4.478422E-01 1.079081E+00 1.727728E-01 1.487237E+00 4.773540E-01 6.234610E-01 5.234962E-01 5.938290E-01 9.508909E-02 9.148324E-02 2.631161E-01 1.967580E-01 1.599866E-01 2.277549E-01 2.146228E-01 1.932251E-01 5.851430E-01 4.237780E-01 7.737036E-01 2.297996E-01 1.836868E-01 5.149836E-01 2.306409E-01 1.510181E-01 1.814971E-01 1.267095E-01 7.277289E-01 2.605879E+02 - 54 1.756207E-01 1.435850E-01 3.181128E-01 3.973670E-01 4.540210E-01 5.279049E-01 5.834904E-01 5.826026E-01 6.436987E-01 3.922841E-01 2.904174E-01 4.226426E-01 6.656924E-01 8.744685E-01 2.737235E-01 2.519680E-01 2.345678E-01 3.417134E-01 4.240341E-01 4.461268E-01 2.668180E-01 2.315419E-01 1.745158E-01 1.521409E-01 2.537365E-01 2.496596E-01 3.156562E-01 3.749010E-01 3.056598E-01 3.913897E-01 3.255229E-01 1.995096E-01 2.892291E-01 2.387425E-01 1.745893E-01 2.191888E-01 2.850730E-01 2.153884E-01 2.092526E-01 3.454047E-01 2.797628E-01 3.777373E-01 4.004697E-01 2.607234E-01 1.900385E-01 3.112913E-01 2.887495E-01 3.186424E-01 2.483498E-01 3.156163E-01 2.736760E-01 2.657819E-01 1.497700E+00 3.274081E+00 1.233747E+00 1.517932E+00 2.298010E-01 3.888268E-01 3.925499E-01 2.523693E-01 2.507311E-01 2.430074E-01 3.045976E-01 1.503057E+00 1.442907E+00 3.265930E-01 2.717579E-01 2.655097E-01 1.581734E-01 2.135092E-01 2.528115E-01 2.637663E-01 1.831586E-01 8.029775E-01 2.192005E-01 1.750131E-01 1.305504E-01 1.897194E-01 2.240176E-01 2.897765E-01 3.433085E-01 3.160632E-01 2.375387E-01 1.775602E-01 2.276557E-01 2.197792E-01 2.163615E-01 2.132225E-01 2.507139E-01 2.087613E-01 2.438678E-01 1.792184E-01 1.719943E-01 2.358693E-01 1.892203E-01 1.481845E-01 2.622499E-01 2.180339E-01 1.725848E-01 2.310427E-01 - 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2.550174E-01 1.908577E-01 2.490596E-01 2.135836E-01 1.855100E-01 2.169511E-01 2.288331E-01 2.188269E-01 2.643812E-01 2.902751E-01 5.584571E-01 2.180164E-01 2.838909E-01 1.678441E-01 2.046527E-01 1.795609E-01 1.604432E-01 2.338526E-01 2.679141E-01 2.668280E-01 2.300856E-01 2.055091E-01 1.633355E-01 2.856884E-01 1.987128E-01 1.812632E-01 2.194095E-01 6.542153E-01 5.108233E-01 4.056576E-01 2.485169E-01 2.063148E-01 1.284045E-01 2.745749E-01 1.599467E-01 1.726598E-01 2.273191E-01 6.521671E-01 1.619594E+00 8.403822E-01 1.242341E+00 2.673662E-01 2.479792E-01 1.439498E-01 1.786735E-01 8.627443E-01 1.989224E-01 3.842839E-01 2.696438E-01 2.588488E-01 2.526524E-01 3.185616E-01 3.211584E-01 9.507442E-02 9.961396E-02 3.251973E-01 2.677482E-01 1.807624E-01 1.391514E+00 4.363550E-01 3.800794E-01 2.337095E-01 6.770788E-01 3.299956E-01 6.760337E-01 1.093477E-01 1.160895E+00 1.543117E-01 1.892146E-01 1.351039E-01 1.302336E-01 3.415988E-01 2.438791E+02 - 62 2.479648E-01 1.196395E-01 2.500183E-01 3.196660E-01 3.468475E-01 4.168100E-01 5.371106E-01 7.331839E-01 1.041016E+00 6.722067E-01 4.460102E-01 1.762298E-01 2.904251E-01 2.604272E-01 2.364981E-01 2.207025E-01 2.322095E-01 3.851674E-01 4.390844E-01 2.655854E-01 1.797234E-01 2.528583E-01 1.666490E-01 1.522996E-01 4.640045E-01 5.591892E-01 8.743677E-01 2.556933E-01 2.461268E-01 2.444978E-01 2.436435E-01 2.124735E-01 3.427382E-01 2.878773E-01 1.805782E-01 3.075022E-01 4.465002E-01 3.454788E-01 2.812822E-01 2.297662E-01 1.604198E-01 2.503263E-01 2.206393E-01 2.650114E-01 1.747715E-01 2.303362E-01 2.065515E-01 1.991438E-01 2.896604E-01 2.856125E-01 2.763106E-01 1.608794E-01 2.573786E-01 1.819215E-01 2.526269E-01 2.716518E-01 3.508787E-01 9.142660E-01 5.345607E-01 4.428915E-01 1.506904E+00 3.755297E+00 1.652069E+00 2.384894E-01 2.660249E-01 1.670189E-01 2.473170E-01 1.410060E+00 4.648471E-01 3.411376E-01 4.751038E-01 3.626705E-01 4.080938E-01 4.019378E-01 2.564583E-01 1.843053E-01 1.382289E-01 1.426974E-01 1.874338E-01 2.175613E-01 3.694440E-01 3.157290E-01 3.113334E-01 1.772838E-01 2.605741E-01 2.427619E-01 2.709960E-01 2.984367E-01 3.052552E-01 2.881058E-01 3.476855E-01 2.130617E-01 2.333413E-01 1.817817E-01 2.166613E-01 1.877726E-01 2.544712E-01 4.307790E-01 3.169283E-01 5.313544E-01 - 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3.039069E-01 2.571060E-01 2.184561E-01 7.123219E-01 4.209996E-01 2.665770E-01 3.493827E-01 2.862324E-01 2.014765E-01 2.489029E-01 3.598952E-01 4.122787E-01 5.651913E-01 2.601800E-01 1.516502E-01 1.834832E-01 1.847755E-01 2.368161E-01 2.341276E-01 1.979742E-01 1.681555E-01 2.739955E-01 2.633246E-01 3.445763E-01 5.054004E-01 2.122023E-01 2.312949E-01 3.106866E-01 2.447053E-01 2.498539E-01 9.381279E-01 3.863157E-01 1.727221E-01 8.565079E-01 3.360722E-01 3.992571E-01 4.830103E-01 2.425987E-01 2.988137E-01 2.695076E-01 2.102444E-01 2.947603E-01 2.963669E-01 1.488483E-01 2.549158E-01 3.726919E-01 3.976372E-01 1.786578E-01 7.559936E-01 4.231390E-01 1.518925E+00 7.973738E-01 7.436957E-01 1.163545E-01 1.089267E-01 2.844798E-01 1.631516E-01 1.717230E-01 2.086460E-01 2.194192E-01 2.021265E-01 1.616032E+00 3.898945E-01 4.242731E-01 2.100268E-01 2.151028E-01 4.133809E-01 2.721001E-01 1.457780E-01 2.105910E-01 1.510135E-01 4.710594E-01 2.532330E+02 - 65 1.672574E-01 1.517722E-01 3.478716E-01 4.625926E-01 5.758687E-01 7.368956E-01 8.119463E-01 7.021425E-01 6.734072E-01 3.860043E-01 2.782481E-01 3.476922E-01 5.968403E-01 6.682237E-01 2.516237E-01 2.299486E-01 2.186236E-01 3.144724E-01 3.972024E-01 5.421170E-01 3.005052E-01 2.424191E-01 1.816814E-01 1.563917E-01 2.479593E-01 2.480416E-01 3.189259E-01 3.147902E-01 2.665953E-01 3.253840E-01 2.822597E-01 2.185323E-01 3.102725E-01 2.644925E-01 1.859240E-01 2.247939E-01 2.901816E-01 2.241461E-01 2.106359E-01 3.679067E-01 2.871667E-01 3.786505E-01 3.866770E-01 2.957787E-01 2.110084E-01 2.777341E-01 2.618749E-01 2.776322E-01 2.306712E-01 2.804228E-01 2.483275E-01 2.341498E-01 7.657492E-01 1.070812E+00 1.213427E+00 8.030947E-01 2.744623E-01 4.521558E-01 4.939522E-01 2.885504E-01 2.691253E-01 2.608756E-01 3.442697E-01 1.172345E+00 3.794082E+00 2.848880E-01 2.453002E-01 2.776937E-01 1.626692E-01 2.140633E-01 2.581780E-01 2.622398E-01 1.848034E-01 1.331710E+00 2.182930E-01 1.738912E-01 1.283174E-01 1.916392E-01 2.306328E-01 3.017499E-01 4.287921E-01 3.777364E-01 2.804404E-01 1.638943E-01 2.155993E-01 2.093127E-01 2.223159E-01 2.225924E-01 2.622912E-01 2.225144E-01 2.715065E-01 2.048056E-01 1.874594E-01 2.112163E-01 1.911300E-01 1.500711E-01 2.469286E-01 2.308059E-01 1.788770E-01 2.416129E-01 - 3.218145E-01 2.913624E-01 2.106166E-01 4.895385E-01 3.161930E-01 2.428878E-01 2.990194E-01 2.551984E-01 2.072172E-01 2.483612E-01 3.697524E-01 3.814495E-01 6.096248E-01 2.661986E-01 1.499214E-01 1.715073E-01 1.685548E-01 2.220158E-01 2.253269E-01 1.964699E-01 1.684038E-01 2.424081E-01 2.214966E-01 3.140351E-01 4.182326E-01 1.967207E-01 2.173797E-01 3.270556E-01 2.617401E-01 2.551282E-01 7.356159E-01 3.110005E-01 1.546984E-01 5.977433E-01 2.667093E-01 3.022307E-01 4.010987E-01 2.676828E-01 3.368957E-01 3.078160E-01 2.465417E-01 2.723693E-01 2.680905E-01 1.389790E-01 2.220915E-01 4.839389E-01 5.470243E-01 1.997761E-01 6.307541E-01 3.646065E-01 1.492217E+00 9.694267E-01 1.535544E+00 1.126995E-01 1.073485E-01 2.778192E-01 1.719267E-01 1.639406E-01 2.342507E-01 2.330105E-01 2.181549E-01 7.438478E-01 5.285964E-01 5.462420E-01 2.278516E-01 1.697813E-01 4.967882E-01 2.221032E-01 1.433651E-01 1.797176E-01 1.442030E-01 7.414063E-01 2.635683E+02 - 66 1.477976E-01 1.716726E-01 3.350669E-01 3.348896E-01 3.074836E-01 2.885599E-01 2.798849E-01 2.800646E-01 3.464254E-01 2.525628E-01 2.201932E-01 1.329833E+00 1.589792E+00 8.529571E-01 4.057942E-01 3.267384E-01 2.953639E-01 2.417342E-01 2.452430E-01 3.302964E-01 2.514514E-01 2.623430E-01 2.134700E-01 1.904730E-01 2.069205E-01 1.831729E-01 2.502970E-01 3.149782E-01 3.059179E-01 4.301070E-01 4.077478E-01 1.957279E-01 2.941438E-01 2.189653E-01 1.906499E-01 2.324989E-01 2.901067E-01 2.122943E-01 2.316676E-01 4.066186E-01 3.747783E-01 6.314228E-01 8.124682E-01 2.306559E-01 1.843823E-01 5.674927E-01 6.566619E-01 7.853676E-01 2.077707E-01 2.609689E-01 2.596635E-01 1.144089E+00 3.292415E-01 2.460618E-01 2.326370E-01 5.548841E-01 1.587017E-01 2.658088E-01 2.346878E-01 1.929756E-01 1.881335E-01 1.665832E-01 2.040648E-01 4.269518E-01 2.859612E-01 3.761935E+00 3.016857E-01 2.004822E-01 1.296677E-01 2.147943E-01 2.382185E-01 2.865462E-01 1.584272E-01 2.726218E-01 2.677056E-01 2.305166E-01 1.739535E-01 2.961879E-01 3.001844E-01 3.810685E-01 2.269887E-01 2.428153E-01 1.805768E-01 2.058350E-01 2.534738E-01 2.649217E-01 2.422680E-01 2.195267E-01 2.719234E-01 2.056163E-01 2.055891E-01 1.486885E-01 1.601388E-01 3.557752E-01 2.299396E-01 1.689111E-01 3.597126E-01 1.962428E-01 1.631188E-01 2.030711E-01 - 2.525414E-01 1.845192E-01 2.785744E-01 5.859218E-01 1.482158E+00 3.827502E-01 5.717827E-01 4.707077E-01 2.065104E-01 2.755901E-01 3.785101E-01 3.707164E-01 3.610446E-01 2.094471E-01 1.778295E-01 2.573225E-01 2.865005E-01 3.327378E-01 2.971750E-01 2.311841E-01 1.906759E-01 5.069702E-01 6.742468E-01 5.668008E-01 3.679740E-01 2.646486E-01 2.911702E-01 3.108271E-01 2.351006E-01 2.695416E-01 4.331886E-01 7.949814E-01 2.381037E-01 1.020050E+00 6.300187E-01 1.400928E+00 5.853745E-01 2.124651E-01 2.554454E-01 2.178094E-01 1.652341E-01 4.107827E-01 4.676495E-01 2.052910E-01 5.052584E-01 2.603441E-01 2.056503E-01 1.495052E-01 5.448206E-01 6.812010E-01 3.807438E-01 3.695485E-01 3.093550E-01 1.130769E-01 1.053617E-01 3.247132E-01 1.604270E-01 2.134927E-01 1.815917E-01 2.071816E-01 1.809191E-01 6.003495E-01 2.544314E-01 2.651270E-01 1.962657E-01 1.012445E+00 3.208865E-01 7.327563E-01 1.745597E-01 4.164384E-01 1.604742E-01 2.565095E-01 2.658207E+02 - 67 3.530216E-01 1.087329E-01 2.102876E-01 2.299410E-01 2.229094E-01 2.306405E-01 2.511298E-01 2.885417E-01 4.279843E-01 3.879597E-01 4.295740E-01 2.567599E-01 3.577043E-01 3.207137E-01 7.692189E-01 1.470094E+00 8.204141E-01 4.671622E-01 3.599098E-01 2.053017E-01 1.486591E-01 2.171095E-01 1.546026E-01 1.487507E-01 3.992762E-01 3.022624E-01 3.983589E-01 6.531349E-01 1.391701E+00 7.677991E-01 1.529742E+00 1.532099E-01 2.513419E-01 1.830902E-01 1.469543E-01 2.628539E-01 3.720990E-01 2.409362E-01 2.868917E-01 2.141930E-01 1.638354E-01 2.766815E-01 2.600268E-01 1.758994E-01 1.308086E-01 6.383556E-01 4.416851E-01 4.532287E-01 5.558478E-01 7.193139E-01 1.309671E+00 2.993778E-01 2.721812E-01 1.734818E-01 1.994183E-01 3.262511E-01 1.450964E-01 2.681173E-01 2.140813E-01 1.839422E-01 2.303281E-01 2.081228E-01 2.278538E-01 2.394948E-01 2.088918E-01 2.558175E-01 4.117820E+00 2.745531E-01 1.879859E-01 3.206417E-01 3.282355E-01 4.165665E-01 2.531330E-01 2.398922E-01 3.030658E-01 2.260116E-01 1.878808E-01 1.559763E-01 1.880582E-01 2.113447E-01 1.878658E-01 1.885498E-01 1.562279E-01 1.100006E+00 7.237911E-01 5.537587E-01 2.431857E-01 2.260801E-01 2.491848E-01 1.959928E-01 1.859853E-01 1.232493E-01 1.449667E-01 7.378574E-01 2.291333E-01 1.870547E-01 6.215579E-01 2.245285E-01 2.021363E-01 2.575405E-01 - 4.603276E-01 2.522218E-01 4.381136E-01 2.337245E-01 2.616657E-01 2.538984E-01 2.839378E-01 2.959504E-01 6.367050E-01 1.277100E+00 8.786151E-01 4.575183E-01 3.915626E-01 3.071489E-01 2.317665E-01 2.740423E-01 2.846608E-01 4.270356E-01 3.779669E-01 3.967620E-01 4.019223E-01 3.787956E-01 2.921909E-01 6.493982E-01 1.880797E-01 1.838867E-01 2.290356E-01 5.249038E-01 4.409399E-01 4.766356E-01 2.324348E-01 2.708994E-01 1.413906E-01 4.700317E-01 3.586000E-01 3.256159E-01 5.160539E-01 2.265532E-01 2.975625E-01 2.278934E-01 1.841200E-01 3.277590E-01 3.741556E-01 1.920360E-01 2.829005E-01 3.027075E-01 2.040724E-01 1.476145E-01 4.397246E-01 8.215593E-01 2.336958E-01 2.492267E-01 2.377664E-01 7.669667E-02 7.628613E-02 2.883540E-01 3.667824E-01 1.895983E-01 2.369110E-01 2.171966E-01 1.772470E-01 2.608750E-01 2.598499E-01 3.144677E-01 2.796378E-01 1.797860E-01 4.454020E-01 2.361164E-01 2.552234E-01 1.901820E-01 1.109538E-01 2.627853E-01 2.428470E+02 - 68 2.985611E-01 1.136454E-01 2.306308E-01 2.849821E-01 2.935781E-01 3.267525E-01 3.940344E-01 5.020049E-01 7.697653E-01 6.378936E-01 5.049762E-01 1.672584E-01 2.722492E-01 2.403925E-01 2.526062E-01 2.370780E-01 2.571772E-01 3.942162E-01 3.993557E-01 2.332107E-01 1.621903E-01 2.527882E-01 1.637612E-01 1.532507E-01 6.282572E-01 6.923310E-01 1.716544E+00 2.568609E-01 2.577644E-01 2.451417E-01 2.535403E-01 1.998622E-01 3.347356E-01 2.652481E-01 1.749047E-01 3.439029E-01 5.370351E-01 3.886145E-01 3.227683E-01 2.128521E-01 1.489960E-01 2.389929E-01 2.087550E-01 2.382388E-01 1.601688E-01 2.381698E-01 2.109228E-01 1.998747E-01 3.213963E-01 2.989241E-01 3.036699E-01 1.597140E-01 2.286059E-01 1.587733E-01 2.118403E-01 2.475989E-01 2.693436E-01 6.255131E-01 3.855971E-01 3.641768E-01 1.395925E+00 1.164511E+00 7.340866E-01 2.128738E-01 2.240334E-01 1.612000E-01 2.673839E-01 4.199582E+00 1.124139E+00 4.332576E-01 6.322589E-01 4.325181E-01 6.901438E-01 3.125851E-01 2.807884E-01 1.961898E-01 1.494069E-01 1.382868E-01 1.821632E-01 2.061531E-01 2.923066E-01 2.689234E-01 2.603435E-01 1.969262E-01 3.018060E-01 2.762017E-01 2.879279E-01 3.175157E-01 3.128690E-01 2.906444E-01 3.130222E-01 1.867788E-01 2.234927E-01 1.898467E-01 2.314720E-01 2.068994E-01 2.782649E-01 4.851141E-01 3.845719E-01 6.975229E-01 - 2.928614E-01 2.096633E-01 2.666557E-01 2.061536E-01 1.844730E-01 2.121111E-01 2.242089E-01 2.177051E-01 3.224389E-01 3.403763E-01 6.761667E-01 2.340024E-01 3.022137E-01 1.848333E-01 2.123592E-01 1.845302E-01 1.657539E-01 2.455132E-01 2.785393E-01 2.916359E-01 2.615569E-01 2.112049E-01 1.666481E-01 3.003268E-01 1.873063E-01 1.734202E-01 2.122282E-01 7.962356E-01 7.066118E-01 4.640137E-01 2.352659E-01 2.031640E-01 1.239581E-01 2.827611E-01 1.672711E-01 1.775880E-01 2.405212E-01 4.941592E-01 9.560393E-01 5.592330E-01 6.011705E-01 2.649938E-01 2.511650E-01 1.451517E-01 1.806007E-01 8.090050E-01 2.053166E-01 2.927614E-01 2.816855E-01 2.761834E-01 2.428605E-01 2.954337E-01 2.965036E-01 8.690780E-02 9.026499E-02 3.102108E-01 3.479814E-01 1.765682E-01 1.279381E+00 3.746973E-01 3.114698E-01 2.278505E-01 5.552617E-01 3.539755E-01 7.938576E-01 1.106042E-01 1.764717E+00 1.548777E-01 2.002629E-01 1.344533E-01 1.205212E-01 3.463282E-01 2.381190E+02 - 69 3.037477E-01 1.127318E-01 2.240598E-01 2.697004E-01 2.688254E-01 2.896495E-01 3.297624E-01 4.010786E-01 5.933954E-01 5.116352E-01 4.622911E-01 1.611928E-01 2.620901E-01 2.273611E-01 2.647503E-01 2.461484E-01 2.746459E-01 3.568894E-01 3.397232E-01 2.174939E-01 1.548204E-01 2.623343E-01 1.670253E-01 1.592305E-01 6.482275E-01 5.681437E-01 1.694032E+00 2.451774E-01 2.544068E-01 2.398801E-01 2.548571E-01 1.979080E-01 3.418376E-01 2.604580E-01 1.770374E-01 3.976660E-01 6.663290E-01 4.507482E-01 3.787751E-01 2.064358E-01 1.440579E-01 2.358885E-01 2.035775E-01 2.284920E-01 1.555469E-01 2.434203E-01 2.149920E-01 1.995914E-01 3.143943E-01 2.879748E-01 3.073364E-01 1.592306E-01 2.071479E-01 1.439608E-01 1.877078E-01 2.301303E-01 2.350744E-01 5.189191E-01 3.250764E-01 3.312505E-01 8.901359E-01 5.962715E-01 5.241672E-01 1.962634E-01 2.001491E-01 1.577869E-01 2.742459E-01 1.599850E+00 3.418351E+00 5.688859E-01 9.032203E-01 5.250080E-01 1.341289E+00 2.678581E-01 3.135346E-01 2.124754E-01 1.633019E-01 1.383985E-01 1.834768E-01 2.034637E-01 2.633623E-01 2.496943E-01 2.390482E-01 2.092748E-01 3.372381E-01 3.064542E-01 3.161917E-01 3.490204E-01 3.327532E-01 3.053591E-01 3.017340E-01 1.773503E-01 2.252670E-01 1.936976E-01 2.530354E-01 2.316538E-01 2.999430E-01 5.535823E-01 4.841970E-01 9.366862E-01 - 2.691067E-01 1.874790E-01 2.943099E-01 1.967998E-01 1.814107E-01 2.188094E-01 2.264545E-01 2.244982E-01 3.439977E-01 3.652880E-01 8.027765E-01 2.211400E-01 2.730730E-01 1.703534E-01 2.430300E-01 1.984948E-01 1.750606E-01 2.651283E-01 3.082846E-01 3.411350E-01 3.043245E-01 2.184801E-01 1.687355E-01 3.145748E-01 1.780914E-01 1.779995E-01 2.221338E-01 1.143951E+00 9.118166E-01 5.744838E-01 2.193211E-01 2.020442E-01 1.259006E-01 2.697659E-01 1.635300E-01 1.737776E-01 2.314515E-01 5.081406E-01 9.554037E-01 5.128247E-01 4.846880E-01 2.788972E-01 2.632340E-01 1.550663E-01 1.850685E-01 5.685005E-01 1.799695E-01 2.832341E-01 2.628185E-01 2.745655E-01 2.217479E-01 2.688771E-01 2.639500E-01 8.575733E-02 8.965565E-02 3.291018E-01 3.899999E-01 1.885468E-01 1.629778E+00 4.071617E-01 3.179652E-01 2.140935E-01 4.372667E-01 3.017821E-01 1.577056E+00 1.100406E-01 1.044485E+00 1.553981E-01 2.287020E-01 1.361242E-01 1.210193E-01 2.886864E-01 2.925387E+02 - 70 2.404680E-01 1.176806E-01 2.202091E-01 2.454077E-01 2.274069E-01 2.281847E-01 2.410304E-01 2.683490E-01 3.688838E-01 3.127186E-01 3.118431E-01 1.576880E-01 2.565221E-01 2.118761E-01 3.277894E-01 2.843594E-01 3.653216E-01 2.637044E-01 2.400119E-01 1.939220E-01 1.459417E-01 3.025903E-01 1.885124E-01 1.909492E-01 4.017001E-01 2.957944E-01 5.526853E-01 2.210295E-01 2.458347E-01 2.326528E-01 2.664052E-01 1.967013E-01 3.633627E-01 2.461780E-01 1.904315E-01 6.718449E-01 1.825567E+00 6.199814E-01 8.495098E-01 2.041506E-01 1.421571E-01 2.471423E-01 2.065208E-01 2.099269E-01 1.500123E-01 2.793352E-01 2.470561E-01 2.145409E-01 2.603472E-01 2.501743E-01 2.959291E-01 1.717481E-01 1.729449E-01 1.211655E-01 1.477539E-01 2.045639E-01 1.749726E-01 3.380761E-01 2.341450E-01 2.496902E-01 3.535467E-01 2.609151E-01 2.833238E-01 1.719879E-01 1.635442E-01 1.615117E-01 2.931568E-01 4.014155E-01 3.568656E-01 4.351187E+00 1.741091E+00 1.825974E+00 5.478618E-01 2.027756E-01 5.506704E-01 3.130274E-01 2.520411E-01 1.508039E-01 2.020884E-01 2.111728E-01 2.077934E-01 2.135249E-01 1.935986E-01 2.499665E-01 4.622675E-01 4.813691E-01 4.546457E-01 4.535363E-01 4.065799E-01 3.321372E-01 2.603130E-01 1.554725E-01 2.192690E-01 2.175123E-01 3.800270E-01 3.984496E-01 4.207164E-01 5.034235E-01 6.411170E-01 6.621803E-01 - 2.174745E-01 1.453801E-01 4.918184E-01 1.880814E-01 1.887258E-01 2.644771E-01 2.558830E-01 2.714241E-01 3.409221E-01 4.135380E-01 1.082123E+00 1.978648E-01 2.245136E-01 1.437020E-01 5.123116E-01 2.864122E-01 2.326230E-01 3.845646E-01 5.204730E-01 7.231824E-01 5.309601E-01 2.681777E-01 1.920719E-01 3.987573E-01 1.676099E-01 2.090186E-01 2.784177E-01 1.997064E+00 6.906899E-01 1.662277E+00 1.969401E-01 2.174545E-01 1.438422E-01 2.552754E-01 1.645050E-01 1.767621E-01 2.211032E-01 4.098523E-01 5.446683E-01 3.475576E-01 2.674770E-01 3.647469E-01 3.389555E-01 2.192447E-01 2.202523E-01 3.192405E-01 1.399092E-01 2.262618E-01 2.334832E-01 2.865986E-01 1.899979E-01 2.273313E-01 2.097478E-01 8.717617E-02 9.189488E-02 4.308907E-01 3.459083E-01 2.580649E-01 4.664966E-01 4.317056E-01 2.952746E-01 1.966112E-01 2.816669E-01 2.200422E-01 8.207337E-01 1.184014E-01 4.812301E-01 1.721005E-01 4.715081E-01 1.553250E-01 1.298399E-01 2.092568E-01 2.298223E+02 - 71 2.288707E-01 1.204873E-01 2.291203E-01 2.625441E-01 2.457057E-01 2.488550E-01 2.644118E-01 2.946296E-01 4.001112E-01 3.310193E-01 3.131875E-01 1.538505E-01 2.535003E-01 2.107600E-01 2.830334E-01 2.486707E-01 2.976594E-01 2.636298E-01 2.467228E-01 2.041116E-01 1.521894E-01 3.132338E-01 1.912596E-01 1.897501E-01 4.048119E-01 3.169403E-01 6.285825E-01 2.117059E-01 2.276196E-01 2.188194E-01 2.430989E-01 2.119893E-01 3.975351E-01 2.753900E-01 1.994956E-01 6.831101E-01 1.783190E+00 7.876821E-01 6.682907E-01 2.086369E-01 1.433994E-01 2.449289E-01 2.041287E-01 2.294524E-01 1.599520E-01 2.518188E-01 2.260298E-01 1.991135E-01 2.473599E-01 2.385177E-01 2.694367E-01 1.610877E-01 1.752469E-01 1.239810E-01 1.538820E-01 2.046364E-01 2.007090E-01 4.033459E-01 2.626767E-01 2.962780E-01 4.610624E-01 3.138836E-01 3.427225E-01 1.751437E-01 1.705939E-01 1.556435E-01 2.597116E-01 5.022815E-01 4.832675E-01 1.479113E+00 4.667153E+00 9.450414E-01 6.505937E-01 2.166120E-01 4.569123E-01 2.774065E-01 2.128668E-01 1.488623E-01 2.021219E-01 2.136936E-01 2.316537E-01 2.351273E-01 2.199524E-01 2.108392E-01 3.639568E-01 3.650865E-01 4.542644E-01 5.070642E-01 4.300813E-01 3.819515E-01 3.030745E-01 1.748081E-01 2.517596E-01 1.944426E-01 3.484683E-01 3.597409E-01 3.436804E-01 7.437265E-01 1.214002E+00 1.327874E+00 - 2.143465E-01 1.469105E-01 3.747484E-01 1.898031E-01 1.829583E-01 2.516725E-01 2.460537E-01 2.541539E-01 3.015347E-01 3.513870E-01 8.334615E-01 1.923710E-01 2.259297E-01 1.414050E-01 3.732378E-01 2.422240E-01 2.025015E-01 3.178637E-01 4.114798E-01 4.694989E-01 3.705603E-01 2.410157E-01 1.779573E-01 3.449821E-01 1.722439E-01 2.049406E-01 2.668539E-01 1.678988E+00 6.574624E-01 8.430316E-01 2.035458E-01 2.105745E-01 1.401479E-01 2.489365E-01 1.560002E-01 1.686838E-01 2.119643E-01 5.420252E-01 7.721374E-01 4.410279E-01 3.403994E-01 3.336881E-01 3.058856E-01 1.915598E-01 2.029646E-01 3.623486E-01 1.443933E-01 2.792855E-01 2.305782E-01 2.651826E-01 1.973929E-01 2.409211E-01 2.237318E-01 9.104463E-02 9.688561E-02 4.240813E-01 3.125028E-01 2.402176E-01 7.008589E-01 5.430331E-01 3.588643E-01 1.990003E-01 3.182468E-01 2.280071E-01 1.522433E+00 1.123320E-01 5.449532E-01 1.628864E-01 3.285921E-01 1.468976E-01 1.335434E-01 2.222544E-01 2.142634E+02 - 72 2.103172E-01 1.234604E-01 2.251680E-01 2.426383E-01 2.196824E-01 2.155142E-01 2.228082E-01 2.428358E-01 3.286406E-01 2.748940E-01 2.692917E-01 1.628300E-01 2.651842E-01 2.143544E-01 3.770384E-01 3.084562E-01 4.173129E-01 2.404577E-01 2.182913E-01 1.916689E-01 1.471654E-01 3.247502E-01 2.035374E-01 2.129877E-01 3.265587E-01 2.437373E-01 4.222266E-01 2.154186E-01 2.440614E-01 2.353357E-01 2.758798E-01 1.975367E-01 3.675559E-01 2.411188E-01 1.984224E-01 7.404156E-01 1.531949E+00 5.593776E-01 1.438211E+00 2.105574E-01 1.470399E-01 2.628549E-01 2.168258E-01 2.060224E-01 1.508528E-01 3.088574E-01 2.761684E-01 2.305602E-01 2.374758E-01 2.372030E-01 2.851479E-01 1.856563E-01 1.673911E-01 1.178090E-01 1.403771E-01 2.028576E-01 1.600019E-01 3.003944E-01 2.142885E-01 2.262432E-01 2.817320E-01 2.174805E-01 2.444479E-01 1.698212E-01 1.574089E-01 1.703624E-01 2.982209E-01 3.125270E-01 2.534684E-01 1.429198E+00 8.299643E-01 4.896379E+00 3.614407E-01 1.897438E-01 8.383514E-01 4.114319E-01 3.544892E-01 1.630820E-01 2.182057E-01 2.222573E-01 1.951853E-01 2.053635E-01 1.809626E-01 2.661231E-01 4.920554E-01 6.033450E-01 5.222211E-01 4.605607E-01 4.330508E-01 3.260882E-01 2.452482E-01 1.487632E-01 2.107388E-01 2.343524E-01 4.846563E-01 5.283035E-01 5.217030E-01 4.112856E-01 4.696033E-01 4.672965E-01 - 2.042931E-01 1.360658E-01 7.089155E-01 1.921677E-01 2.007503E-01 3.024702E-01 2.821310E-01 3.141285E-01 3.118764E-01 4.067537E-01 9.281003E-01 1.949140E-01 2.149446E-01 1.379912E-01 1.131596E+00 3.779405E-01 2.870359E-01 5.061393E-01 8.003050E-01 1.227317E+00 5.945179E-01 3.100951E-01 2.140438E-01 4.722626E-01 1.696720E-01 2.332490E-01 3.236567E-01 1.032894E+00 5.071650E-01 1.522492E+00 1.959413E-01 2.350927E-01 1.593016E-01 2.593188E-01 1.711606E-01 1.855137E-01 2.243186E-01 3.520908E-01 4.353523E-01 2.994828E-01 2.251956E-01 4.423260E-01 4.126206E-01 2.787137E-01 2.500059E-01 2.777588E-01 1.320688E-01 2.041430E-01 2.307780E-01 3.006148E-01 1.859044E-01 2.207462E-01 1.997049E-01 8.985715E-02 9.445509E-02 4.956240E-01 2.887479E-01 3.152624E-01 3.436549E-01 3.943566E-01 2.706864E-01 1.977424E-01 2.511109E-01 2.032334E-01 4.988931E-01 1.280438E-01 4.015017E-01 1.890802E-01 9.893460E-01 1.733697E-01 1.370281E-01 1.930601E-01 2.042326E+02 - 73 3.617444E-01 1.092725E-01 2.138926E-01 2.508428E-01 2.459576E-01 2.615576E-01 2.939694E-01 3.508428E-01 5.284855E-01 4.833564E-01 4.934083E-01 1.620822E-01 2.601521E-01 2.246821E-01 2.940742E-01 2.758113E-01 3.169482E-01 3.691947E-01 3.293776E-01 2.041058E-01 1.470166E-01 2.560874E-01 1.638655E-01 1.586701E-01 7.967155E-01 5.514104E-01 1.643749E+00 2.580554E-01 2.771341E-01 2.517656E-01 2.763919E-01 1.852643E-01 3.231532E-01 2.387439E-01 1.698846E-01 4.095552E-01 7.283840E-01 4.379213E-01 4.168498E-01 1.994936E-01 1.405252E-01 2.335199E-01 2.019100E-01 2.102701E-01 1.460980E-01 2.619079E-01 2.278796E-01 2.094970E-01 3.534148E-01 3.101082E-01 3.523093E-01 1.651102E-01 2.016848E-01 1.384139E-01 1.768753E-01 2.266348E-01 2.013234E-01 4.216110E-01 2.794898E-01 2.787671E-01 5.571310E-01 4.239570E-01 3.998542E-01 1.895357E-01 1.883058E-01 1.600817E-01 3.101273E-01 8.253551E-01 1.155590E+00 7.348546E-01 1.040653E+00 6.266173E-01 3.751845E+00 2.450599E-01 3.402082E-01 2.247013E-01 1.759886E-01 1.375468E-01 1.809961E-01 1.985231E-01 2.331619E-01 2.260106E-01 2.102813E-01 2.422707E-01 4.154646E-01 3.653924E-01 3.199588E-01 3.395309E-01 3.245296E-01 2.858475E-01 2.668512E-01 1.599032E-01 2.052118E-01 2.110055E-01 2.634015E-01 2.443215E-01 3.387621E-01 4.760278E-01 4.666504E-01 7.518553E-01 - 2.765905E-01 1.853690E-01 3.395875E-01 1.917504E-01 1.828184E-01 2.231711E-01 2.291497E-01 2.320615E-01 4.247982E-01 4.419838E-01 1.135566E+00 2.262663E-01 2.695136E-01 1.731594E-01 2.749673E-01 2.146386E-01 1.889156E-01 2.930655E-01 3.432634E-01 4.151064E-01 3.887249E-01 2.319331E-01 1.759104E-01 3.403401E-01 1.708946E-01 1.781825E-01 2.258950E-01 2.066598E+00 1.696473E+00 7.776392E-01 2.089409E-01 2.035662E-01 1.263519E-01 2.722719E-01 1.692756E-01 1.782365E-01 2.384613E-01 4.247602E-01 6.890769E-01 4.092401E-01 3.587175E-01 2.901121E-01 2.782629E-01 1.648294E-01 1.929718E-01 4.641767E-01 1.716392E-01 2.399923E-01 2.631165E-01 2.911474E-01 2.097986E-01 2.497018E-01 2.423781E-01 8.199329E-02 8.539274E-02 3.314533E-01 5.321199E-01 1.947060E-01 8.085042E-01 3.720941E-01 2.816471E-01 2.079580E-01 3.631702E-01 2.863302E-01 1.623025E+00 1.128582E-01 8.378526E-01 1.593428E-01 2.674764E-01 1.394347E-01 1.173338E-01 2.655802E-01 2.665355E+02 - 74 1.810690E-01 1.405037E-01 3.185041E-01 4.353944E-01 5.616916E-01 8.592418E-01 1.536443E+00 1.405251E+00 9.602171E-01 4.716606E-01 3.180754E-01 2.719054E-01 4.582517E-01 4.688781E-01 2.408863E-01 2.230760E-01 2.158738E-01 3.514097E-01 4.752071E-01 4.551111E-01 2.619545E-01 2.396823E-01 1.739852E-01 1.512893E-01 2.772260E-01 2.926986E-01 3.710949E-01 3.080228E-01 2.629383E-01 3.013209E-01 2.693729E-01 2.178292E-01 3.144726E-01 2.714933E-01 1.822343E-01 2.330411E-01 3.062583E-01 2.377855E-01 2.165999E-01 3.178220E-01 2.349092E-01 3.284847E-01 3.142903E-01 2.967016E-01 2.031082E-01 2.584425E-01 2.380890E-01 2.475512E-01 2.460585E-01 2.900541E-01 2.548184E-01 2.052030E-01 5.947968E-01 5.115556E-01 1.160289E+00 5.455788E-01 3.296626E-01 5.692396E-01 6.617794E-01 3.312126E-01 3.270646E-01 3.331285E-01 4.492233E-01 5.678813E-01 1.179603E+00 2.349753E-01 2.435506E-01 3.321370E-01 1.865855E-01 2.270284E-01 2.801256E-01 2.716737E-01 2.066635E-01 4.094462E+00 2.185674E-01 1.702556E-01 1.260183E-01 1.721838E-01 2.133200E-01 2.704788E-01 4.877675E-01 3.909181E-01 3.111484E-01 1.636509E-01 2.192718E-01 2.099771E-01 2.254770E-01 2.311873E-01 2.653910E-01 2.318681E-01 2.939841E-01 2.152853E-01 1.965647E-01 1.992225E-01 1.903328E-01 1.524878E-01 2.409314E-01 2.517061E-01 1.934586E-01 2.689200E-01 - 3.400341E-01 3.170757E-01 2.094291E-01 3.707445E-01 2.626077E-01 2.265815E-01 2.686197E-01 2.356585E-01 2.184236E-01 2.552812E-01 3.901653E-01 3.495232E-01 5.905656E-01 2.634743E-01 1.519256E-01 1.657400E-01 1.599726E-01 2.155493E-01 2.232282E-01 2.004665E-01 1.734409E-01 2.241575E-01 1.977989E-01 2.965314E-01 3.346774E-01 1.854395E-01 2.084312E-01 3.524296E-01 2.872547E-01 2.674246E-01 5.185350E-01 2.703704E-01 1.421793E-01 4.744115E-01 2.295825E-01 2.518922E-01 3.489784E-01 2.952145E-01 3.868682E-01 3.607037E-01 3.011514E-01 2.591999E-01 2.521187E-01 1.338089E-01 2.022159E-01 6.859854E-01 6.069291E-01 2.221218E-01 5.200596E-01 3.300938E-01 7.427687E-01 7.817114E-01 1.511110E+00 1.065509E-01 1.037111E-01 2.747891E-01 1.860267E-01 1.598221E-01 2.681906E-01 2.491554E-01 2.340629E-01 4.868934E-01 7.863389E-01 6.900256E-01 2.538448E-01 1.459096E-01 6.271106E-01 1.950918E-01 1.448875E-01 1.606785E-01 1.369585E-01 1.383355E+00 2.442323E+02 - 75 1.578242E-01 1.535175E-01 2.621949E-01 2.666942E-01 2.295144E-01 2.151780E-01 2.131735E-01 2.225297E-01 2.889424E-01 2.280615E-01 2.150018E-01 1.726469E-01 2.898044E-01 2.232072E-01 3.720312E-01 2.785871E-01 3.575749E-01 2.007979E-01 1.892810E-01 2.056107E-01 1.649947E-01 4.498094E-01 2.757575E-01 3.203133E-01 2.391384E-01 1.921525E-01 3.100936E-01 1.934194E-01 2.147895E-01 2.206642E-01 2.575792E-01 2.292771E-01 4.485165E-01 2.665395E-01 2.492173E-01 8.231688E-01 8.493016E-01 5.147730E-01 1.336671E+00 2.445972E-01 1.680197E-01 3.155129E-01 2.489127E-01 2.277554E-01 1.735553E-01 3.241870E-01 3.088996E-01 2.427237E-01 1.914388E-01 2.015943E-01 2.345923E-01 2.047281E-01 1.611061E-01 1.162108E-01 1.345059E-01 2.026213E-01 1.562049E-01 2.793292E-01 2.061935E-01 2.206053E-01 2.346837E-01 1.816604E-01 2.155052E-01 1.727093E-01 1.557029E-01 1.868815E-01 2.557878E-01 2.452570E-01 1.828634E-01 5.200626E-01 4.933187E-01 9.731253E-01 2.367476E-01 1.812417E-01 4.500842E+00 1.160098E+00 9.417767E-01 2.081995E-01 2.837314E-01 2.714708E-01 1.968027E-01 2.168180E-01 1.842013E-01 2.177377E-01 3.509317E-01 4.579788E-01 8.357403E-01 5.416359E-01 5.874323E-01 3.733760E-01 2.534381E-01 1.582552E-01 2.316286E-01 2.284718E-01 1.337956E+00 1.170254E+00 5.141351E-01 3.555849E-01 3.513450E-01 3.500541E-01 - 1.784127E-01 1.217910E-01 6.593357E-01 2.114786E-01 2.295793E-01 4.453671E-01 3.671097E-01 4.410275E-01 2.289272E-01 3.071150E-01 5.697035E-01 1.829626E-01 2.000745E-01 1.252696E-01 1.244826E+00 5.983857E-01 3.771747E-01 6.219949E-01 1.386933E+00 5.748457E-01 3.459561E-01 3.851170E-01 2.489135E-01 5.321895E-01 1.877452E-01 3.324390E-01 5.310982E-01 5.568724E-01 3.302805E-01 5.794204E-01 2.081910E-01 2.832790E-01 2.148871E-01 2.628826E-01 1.741678E-01 1.959981E-01 2.193591E-01 3.259071E-01 3.671809E-01 2.768466E-01 1.987749E-01 7.506354E-01 5.994966E-01 5.145904E-01 3.209499E-01 2.438599E-01 1.233893E-01 1.998981E-01 2.239324E-01 2.965547E-01 1.904320E-01 2.279830E-01 1.980846E-01 1.084065E-01 1.146154E-01 8.360343E-01 1.999294E-01 6.340662E-01 2.621141E-01 3.951965E-01 2.777333E-01 2.090453E-01 2.307744E-01 1.833600E-01 3.281805E-01 1.460079E-01 3.279724E-01 2.245231E-01 6.410003E-01 2.194822E-01 1.738062E-01 1.779366E-01 2.221806E+02 - 76 1.426732E-01 1.807581E-01 2.940467E-01 2.857778E-01 2.392406E-01 2.188741E-01 2.122186E-01 2.171251E-01 2.765420E-01 2.137448E-01 1.978368E-01 1.885174E-01 3.224778E-01 2.398084E-01 3.796827E-01 2.724889E-01 3.344021E-01 1.898473E-01 1.817288E-01 2.201180E-01 1.817433E-01 5.172668E-01 3.401277E-01 4.243052E-01 2.132999E-01 1.751446E-01 2.741891E-01 1.905265E-01 2.093513E-01 2.228947E-01 2.578010E-01 2.461505E-01 4.684272E-01 2.738597E-01 2.811004E-01 5.799610E-01 5.914214E-01 4.108474E-01 6.484468E-01 2.765890E-01 1.906977E-01 3.780540E-01 2.852161E-01 2.399212E-01 1.894810E-01 3.484529E-01 3.525513E-01 2.625019E-01 1.778277E-01 1.928776E-01 2.197617E-01 2.293134E-01 1.641695E-01 1.198895E-01 1.359288E-01 2.116735E-01 1.537089E-01 2.675393E-01 2.036550E-01 2.133908E-01 2.122555E-01 1.674153E-01 2.025231E-01 1.816911E-01 1.600871E-01 2.095608E-01 2.450964E-01 2.191206E-01 1.578498E-01 3.784944E-01 3.844339E-01 6.171861E-01 1.997029E-01 1.817021E-01 1.487106E+00 3.946326E+00 1.182420E+00 2.602664E-01 3.584667E-01 3.217214E-01 1.989410E-01 2.243133E-01 1.841764E-01 2.022007E-01 3.070819E-01 3.930625E-01 7.349131E-01 4.703045E-01 5.990565E-01 3.567998E-01 2.497274E-01 1.613292E-01 2.289098E-01 2.330909E-01 1.407446E+00 6.126558E-01 4.981056E-01 3.038907E-01 2.780261E-01 2.938424E-01 - 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1.761679E-01 1.315810E-01 2.461254E-01 5.587520E-01 4.603059E-01 5.944768E-01 8.308626E-01 5.114483E-01 1.621307E-01 2.079355E-01 3.287694E-01 2.054518E-01 2.378712E-01 1.341493E-01 1.888862E-01 2.438939E-01 2.323734E-01 2.804129E-01 2.948890E-01 2.134891E-01 1.660850E-01 3.365245E-01 3.022906E-01 3.765613E-01 5.923871E-01 6.003295E-01 4.855291E-01 3.030238E-01 2.148651E-01 2.555938E-01 4.767929E-01 6.763201E-01 5.333925E-01 3.639468E-01 2.106238E-01 2.672207E-01 2.573187E-01 2.801072E-01 3.042666E-01 2.780072E-01 1.933200E-01 5.176670E-01 4.344505E-01 2.226953E-01 3.618820E-01 2.583710E-01 1.543988E-01 2.084966E-01 2.859043E-01 3.027072E-01 3.510875E-01 4.443990E-01 3.170240E-01 3.878027E-01 2.894230E-01 5.222420E-01 1.364262E-01 3.013571E-01 1.981543E-01 2.857902E-01 2.644533E-01 4.238294E-01 2.753520E-01 2.083366E-01 2.066492E-01 2.216371E-01 3.023432E-01 3.585478E-01 1.702356E-01 3.553696E-01 5.298009E-01 2.188066E-01 2.361420E+02 - 81 1.465260E-01 1.889348E-01 4.686328E-01 8.229885E-01 1.455201E+00 1.640460E+00 8.990011E-01 5.926642E-01 5.364522E-01 3.179844E-01 2.379892E-01 2.108165E-01 3.867697E-01 3.306473E-01 2.135496E-01 1.875031E-01 1.928832E-01 2.378055E-01 2.753578E-01 6.240775E-01 3.662785E-01 3.263091E-01 2.284752E-01 1.907978E-01 2.326572E-01 2.311710E-01 3.323149E-01 2.097418E-01 1.967491E-01 2.178891E-01 2.116703E-01 3.657897E-01 4.794299E-01 5.045648E-01 2.656416E-01 2.811118E-01 3.485739E-01 2.975342E-01 2.428207E-01 3.937418E-01 2.524483E-01 3.605065E-01 3.083805E-01 6.216293E-01 3.487517E-01 2.226821E-01 2.127279E-01 2.044949E-01 1.868188E-01 2.072370E-01 1.988448E-01 1.764054E-01 2.713753E-01 2.257148E-01 2.908742E-01 3.177161E-01 1.141253E+00 9.764515E-01 1.500711E+00 7.223848E-01 3.685983E-01 3.168991E-01 5.120603E-01 3.312620E-01 3.840695E-01 1.988963E-01 1.958997E-01 3.226920E-01 1.868227E-01 2.391763E-01 3.069768E-01 2.865789E-01 2.014845E-01 5.133078E-01 2.412288E-01 1.892920E-01 1.346482E-01 1.988932E-01 2.644104E-01 3.370620E-01 4.049961E+00 1.332045E+00 1.114769E+00 1.397574E-01 1.969613E-01 1.970778E-01 2.794405E-01 3.020737E-01 3.572373E-01 3.363645E-01 6.001742E-01 5.252668E-01 3.264534E-01 1.652406E-01 2.228586E-01 1.775969E-01 2.251588E-01 3.287195E-01 2.308037E-01 3.178003E-01 - 2.166690E-01 1.741093E-01 2.055711E-01 3.480446E-01 2.433287E-01 2.538028E-01 2.874914E-01 2.478628E-01 1.803186E-01 2.148321E-01 3.561598E-01 2.212519E-01 2.997914E-01 1.585548E-01 1.623823E-01 1.696029E-01 1.570629E-01 2.112196E-01 2.307398E-01 1.982108E-01 1.636055E-01 2.139570E-01 1.825386E-01 2.745744E-01 3.762146E-01 2.242924E-01 2.457876E-01 3.493191E-01 2.631875E-01 2.640940E-01 4.842886E-01 2.693280E-01 1.639915E-01 3.266481E-01 1.755126E-01 2.011305E-01 2.430011E-01 4.336234E-01 5.017607E-01 5.783843E-01 4.058568E-01 2.845314E-01 2.576325E-01 1.424403E-01 1.986237E-01 5.337298E-01 2.260443E-01 3.882787E-01 3.064267E-01 2.600067E-01 4.804067E-01 8.570220E-01 7.176726E-01 1.567600E-01 1.573208E-01 3.399532E-01 1.604752E-01 1.854244E-01 2.986156E-01 3.445092E-01 3.731315E-01 3.742527E-01 7.817934E-01 3.145672E-01 2.718738E-01 1.309216E-01 4.985623E-01 1.855505E-01 1.482757E-01 1.621726E-01 1.904312E-01 3.872047E-01 2.469160E+02 - 82 1.345244E-01 2.450849E-01 6.557763E-01 1.504786E+00 1.553446E+00 8.560717E-01 5.638301E-01 4.342052E-01 4.333664E-01 2.724649E-01 2.128039E-01 2.096344E-01 3.998814E-01 3.211946E-01 2.138571E-01 1.835725E-01 1.910210E-01 2.124760E-01 2.363443E-01 7.208710E-01 4.790661E-01 3.968049E-01 2.818736E-01 2.255046E-01 2.117419E-01 2.041493E-01 2.988744E-01 1.937041E-01 1.853901E-01 2.067452E-01 2.042936E-01 5.377479E-01 6.102470E-01 7.397216E-01 3.483708E-01 2.976326E-01 3.571644E-01 3.131258E-01 2.537578E-01 4.850808E-01 2.879606E-01 4.137648E-01 3.377755E-01 1.339367E+00 5.611569E-01 2.235942E-01 2.177150E-01 2.045804E-01 1.712045E-01 1.903198E-01 1.867845E-01 1.799151E-01 2.398254E-01 1.974614E-01 2.391513E-01 2.934571E-01 6.354653E-01 6.974570E-01 6.912218E-01 6.648988E-01 3.168072E-01 2.610469E-01 3.942998E-01 3.038086E-01 3.192123E-01 2.025908E-01 1.877240E-01 2.827699E-01 1.713101E-01 2.375149E-01 3.026398E-01 2.893766E-01 1.875840E-01 3.857647E-01 2.564546E-01 2.056700E-01 1.432450E-01 2.305114E-01 3.197149E-01 4.205702E-01 1.404434E+00 4.135130E+00 1.235003E+00 1.358225E-01 1.921251E-01 1.966901E-01 3.083442E-01 3.360509E-01 4.172980E-01 3.922520E-01 7.438964E-01 1.025058E+00 4.042549E-01 1.628143E-01 2.449597E-01 1.907587E-01 2.277644E-01 3.312874E-01 2.329299E-01 3.055044E-01 - 1.942775E-01 1.526637E-01 2.094881E-01 3.698002E-01 2.549487E-01 2.861335E-01 3.218768E-01 2.716411E-01 1.696165E-01 2.055475E-01 3.418975E-01 2.040679E-01 2.648028E-01 1.430501E-01 1.686101E-01 1.788635E-01 1.643077E-01 2.181261E-01 2.404806E-01 1.990766E-01 1.609678E-01 2.237194E-01 1.904009E-01 2.810231E-01 4.276967E-01 2.626910E-01 2.799466E-01 3.370543E-01 2.459467E-01 2.601293E-01 4.897218E-01 2.938285E-01 1.904700E-01 3.145810E-01 1.715931E-01 2.003409E-01 2.311655E-01 4.380911E-01 4.662997E-01 5.239972E-01 3.403926E-01 3.135532E-01 2.757430E-01 1.533550E-01 2.116687E-01 4.111284E-01 1.909579E-01 4.041060E-01 2.834024E-01 2.539012E-01 4.304411E-01 7.474192E-01 5.302233E-01 2.194073E-01 2.215163E-01 3.888914E-01 1.499922E-01 2.067631E-01 2.738884E-01 3.732597E-01 4.182594E-01 3.688498E-01 5.238767E-01 2.636762E-01 2.571185E-01 1.362225E-01 4.187690E-01 1.972656E-01 1.517588E-01 1.763172E-01 2.437330E-01 3.062674E-01 2.418303E+02 - 83 1.421000E-01 2.036394E-01 4.821067E-01 7.839335E-01 8.357104E-01 7.258325E-01 5.687836E-01 4.603227E-01 4.623848E-01 2.910175E-01 2.256771E-01 1.901722E-01 3.461578E-01 2.860626E-01 2.109660E-01 1.826633E-01 1.925486E-01 2.201890E-01 2.439871E-01 4.874974E-01 3.344096E-01 3.885608E-01 2.585450E-01 2.159131E-01 2.285874E-01 2.222595E-01 3.336935E-01 1.920970E-01 1.850308E-01 2.015028E-01 2.010303E-01 4.799781E-01 6.310565E-01 7.897413E-01 3.236571E-01 3.231746E-01 3.923936E-01 3.578403E-01 2.700416E-01 3.764103E-01 2.326185E-01 3.503827E-01 2.865195E-01 8.348873E-01 4.040232E-01 2.159393E-01 2.071367E-01 1.936041E-01 1.774809E-01 1.931423E-01 1.906779E-01 1.673391E-01 2.264591E-01 1.805948E-01 2.261803E-01 2.686822E-01 1.222216E+00 1.023728E+00 8.194126E-01 1.412598E+00 3.923398E-01 3.084282E-01 4.950437E-01 2.656190E-01 2.868081E-01 1.844458E-01 1.889219E-01 3.282668E-01 1.960156E-01 2.588690E-01 3.411695E-01 3.078613E-01 2.098036E-01 3.716942E-01 2.635274E-01 2.051353E-01 1.437640E-01 2.026754E-01 2.806426E-01 3.430743E-01 1.315308E+00 1.431244E+00 3.745319E+00 1.376179E-01 1.980181E-01 2.010889E-01 3.244386E-01 3.714043E-01 4.364925E-01 4.451410E-01 1.278750E+00 1.164131E+00 4.849717E-01 1.592242E-01 2.484463E-01 2.004347E-01 2.277208E-01 4.031360E-01 2.692580E-01 3.653067E-01 - 1.963454E-01 1.531866E-01 2.130118E-01 3.032184E-01 2.281478E-01 2.668351E-01 2.899483E-01 2.541477E-01 1.767958E-01 2.115478E-01 3.609786E-01 1.978015E-01 2.578939E-01 1.413825E-01 1.755467E-01 1.767324E-01 1.600243E-01 2.170419E-01 2.439386E-01 2.073662E-01 1.680845E-01 2.136525E-01 1.778131E-01 2.739588E-01 3.260534E-01 2.423548E-01 2.679245E-01 3.682572E-01 2.682998E-01 2.773622E-01 3.853913E-01 2.618042E-01 1.712261E-01 2.920427E-01 1.616643E-01 1.853849E-01 2.201204E-01 5.764459E-01 5.962479E-01 7.749799E-01 4.562448E-01 3.016579E-01 2.648449E-01 1.503549E-01 1.983790E-01 4.689752E-01 1.868213E-01 6.168459E-01 2.679088E-01 2.444349E-01 3.606777E-01 5.656329E-01 4.667939E-01 1.760399E-01 1.880628E-01 3.900960E-01 1.597043E-01 2.039932E-01 3.282989E-01 4.448775E-01 5.417993E-01 3.119851E-01 6.171477E-01 2.664209E-01 2.937330E-01 1.245396E-01 4.685748E-01 1.800019E-01 1.570669E-01 1.611723E-01 2.132902E-01 3.073548E-01 2.669999E+02 - 84 3.437129E-01 1.087873E-01 2.069241E-01 2.242306E-01 2.137005E-01 2.181897E-01 2.347732E-01 2.677052E-01 3.894197E-01 3.518023E-01 3.935635E-01 2.238330E-01 3.273821E-01 2.816324E-01 9.041879E-01 1.421055E+00 1.640334E+00 3.886123E-01 3.075956E-01 1.950379E-01 1.435788E-01 2.275966E-01 1.593202E-01 1.562970E-01 4.042368E-01 2.908345E-01 4.085882E-01 4.362874E-01 6.569659E-01 4.993303E-01 7.896079E-01 1.553314E-01 2.604828E-01 1.857703E-01 1.509062E-01 2.933314E-01 4.228972E-01 2.633482E-01 3.323071E-01 2.077567E-01 1.561188E-01 2.702103E-01 2.454589E-01 1.748736E-01 1.300916E-01 5.962071E-01 4.265495E-01 3.918772E-01 4.676395E-01 4.996486E-01 8.505057E-01 2.700145E-01 2.308216E-01 1.514521E-01 1.756232E-01 2.788942E-01 1.421417E-01 2.637980E-01 2.056105E-01 1.839745E-01 2.330739E-01 2.045392E-01 2.232547E-01 2.122836E-01 1.875564E-01 2.307807E-01 1.513409E+00 2.778717E-01 1.978250E-01 3.814355E-01 3.703446E-01 5.113183E-01 2.758492E-01 2.180095E-01 3.518413E-01 2.526293E-01 2.181149E-01 1.555197E-01 1.903537E-01 2.088777E-01 1.818495E-01 1.845238E-01 1.545128E-01 3.540799E+00 1.507495E+00 8.884155E-01 2.664027E-01 2.444191E-01 2.651883E-01 2.062587E-01 1.883165E-01 1.229785E-01 1.494303E-01 6.040021E-01 2.548903E-01 2.106927E-01 8.504421E-01 2.390812E-01 2.215854E-01 2.748033E-01 - 3.522403E-01 2.061747E-01 5.871246E-01 2.174566E-01 2.447472E-01 2.640683E-01 2.842616E-01 3.066276E-01 6.821836E-01 1.726000E+00 1.168976E+00 3.407718E-01 3.202362E-01 2.328524E-01 2.801992E-01 3.154315E-01 3.192987E-01 5.226774E-01 4.607589E-01 5.384555E-01 5.936981E-01 3.940081E-01 2.825424E-01 7.181866E-01 1.782286E-01 1.904227E-01 2.433022E-01 6.160464E-01 4.922322E-01 6.111659E-01 2.159160E-01 2.611648E-01 1.439093E-01 3.892868E-01 2.900726E-01 2.797138E-01 3.935710E-01 2.356241E-01 3.084142E-01 2.311823E-01 1.849793E-01 3.530166E-01 4.039787E-01 2.155913E-01 2.871951E-01 2.874707E-01 1.754578E-01 1.507177E-01 3.534264E-01 6.173519E-01 2.132857E-01 2.333164E-01 2.193756E-01 7.683635E-02 7.709939E-02 3.102480E-01 4.065589E-01 2.067676E-01 2.477347E-01 2.306878E-01 1.839854E-01 2.372184E-01 2.481993E-01 2.723588E-01 3.060680E-01 1.686428E-01 4.281977E-01 2.278386E-01 3.246734E-01 1.894092E-01 1.126907E-01 2.343144E-01 2.824221E+02 - 85 3.520613E-01 1.083598E-01 2.044909E-01 2.224065E-01 2.103111E-01 2.139329E-01 2.296831E-01 2.616673E-01 3.788381E-01 3.437261E-01 3.878175E-01 1.965360E-01 2.979095E-01 2.523192E-01 6.740081E-01 6.923810E-01 1.308028E+00 3.538778E-01 2.853478E-01 1.887874E-01 1.400025E-01 2.390288E-01 1.628979E-01 1.622156E-01 4.415531E-01 3.014462E-01 4.550393E-01 3.428749E-01 4.541718E-01 3.740237E-01 5.078866E-01 1.596432E-01 2.739125E-01 1.925108E-01 1.556631E-01 3.349017E-01 5.163629E-01 2.977668E-01 4.031591E-01 2.013365E-01 1.482437E-01 2.582496E-01 2.284160E-01 1.772129E-01 1.308707E-01 4.654571E-01 3.618331E-01 3.155098E-01 4.200561E-01 4.040894E-01 6.241364E-01 2.314981E-01 2.072565E-01 1.380692E-01 1.628804E-01 2.483221E-01 1.447899E-01 2.719113E-01 2.060165E-01 1.912940E-01 2.506495E-01 2.140247E-01 2.311043E-01 1.940654E-01 1.753313E-01 2.024298E-01 7.170558E-01 3.001448E-01 2.252877E-01 4.990012E-01 4.516225E-01 6.764262E-01 3.309413E-01 2.079910E-01 4.061882E-01 2.743277E-01 2.400570E-01 1.515601E-01 1.897171E-01 2.046245E-01 1.820510E-01 1.852535E-01 1.578466E-01 1.043059E+00 4.206079E+00 1.461591E+00 2.951155E-01 2.712337E-01 2.853291E-01 2.223890E-01 1.966228E-01 1.259296E-01 1.579186E-01 4.109833E-01 2.802107E-01 2.410127E-01 8.459979E-01 2.679943E-01 2.558465E-01 3.140866E-01 - 3.024316E-01 1.835174E-01 7.314895E-01 2.031041E-01 2.224909E-01 2.634762E-01 2.734235E-01 2.980428E-01 7.160946E-01 1.522876E+00 1.981054E+00 2.796811E-01 2.807040E-01 1.970888E-01 3.442369E-01 3.309067E-01 3.096796E-01 5.445861E-01 5.338926E-01 8.179671E-01 1.318542E+00 3.597581E-01 2.501580E-01 6.341007E-01 1.702774E-01 1.927281E-01 2.514134E-01 8.202251E-01 6.117194E-01 9.337108E-01 2.042622E-01 2.440368E-01 1.421690E-01 3.325833E-01 2.340689E-01 2.379973E-01 3.170977E-01 2.554438E-01 3.375277E-01 2.455294E-01 1.959343E-01 3.612326E-01 3.971236E-01 2.255253E-01 2.672123E-01 2.897737E-01 1.611632E-01 1.599073E-01 3.017328E-01 4.634116E-01 2.003891E-01 2.245501E-01 2.102764E-01 7.722679E-02 7.836945E-02 3.319121E-01 4.872351E-01 2.192304E-01 2.751500E-01 2.541207E-01 1.974518E-01 2.184550E-01 2.494626E-01 2.513584E-01 3.644815E-01 1.495765E-01 4.409704E-01 2.085232E-01 4.217228E-01 1.781108E-01 1.140756E-01 2.226968E-01 2.377511E+02 - 86 2.553588E-01 1.147021E-01 2.118377E-01 2.250684E-01 2.079984E-01 2.068776E-01 2.169544E-01 2.406433E-01 3.377132E-01 2.906263E-01 3.069518E-01 1.952257E-01 3.007308E-01 2.467410E-01 7.846846E-01 6.261758E-01 1.440398E+00 2.867955E-01 2.435716E-01 1.884125E-01 1.426089E-01 2.600692E-01 1.769718E-01 1.802697E-01 3.441550E-01 2.488943E-01 3.837613E-01 2.892621E-01 3.658662E-01 3.313873E-01 4.471560E-01 1.661187E-01 2.892917E-01 1.978457E-01 1.657963E-01 3.728677E-01 5.518048E-01 3.128887E-01 4.712451E-01 2.083509E-01 1.525396E-01 2.731873E-01 2.366179E-01 1.805017E-01 1.349916E-01 4.986390E-01 3.989108E-01 3.215929E-01 3.116952E-01 3.190707E-01 4.362982E-01 2.415051E-01 1.915235E-01 1.303097E-01 1.512948E-01 2.356321E-01 1.407225E-01 2.600176E-01 1.972787E-01 1.878803E-01 2.324879E-01 1.947321E-01 2.152421E-01 1.869601E-01 1.665592E-01 2.067469E-01 5.293404E-01 2.683446E-01 2.007414E-01 5.070665E-01 4.419357E-01 8.004801E-01 2.852932E-01 1.944552E-01 5.112286E-01 3.369187E-01 3.156070E-01 1.633904E-01 2.051594E-01 2.160664E-01 1.781505E-01 1.850179E-01 1.563651E-01 6.141832E-01 1.443825E+00 4.266345E+00 3.303125E-01 2.891531E-01 3.092902E-01 2.337105E-01 1.980872E-01 1.269419E-01 1.629367E-01 4.042177E-01 3.319938E-01 2.826439E-01 1.490610E+00 2.691727E-01 2.593239E-01 3.046235E-01 - 2.522772E-01 1.592187E-01 1.520394E+00 2.051589E-01 2.319157E-01 2.983810E-01 2.984926E-01 3.448248E-01 4.456286E-01 7.355961E-01 1.172230E+00 2.490380E-01 2.528107E-01 1.712870E-01 4.477271E-01 4.448617E-01 3.984066E-01 8.147265E-01 7.759088E-01 1.351240E+00 1.207688E+00 4.234809E-01 2.747808E-01 7.924392E-01 1.723293E-01 2.139822E-01 2.851988E-01 7.169569E-01 4.795669E-01 9.085168E-01 2.024402E-01 2.607013E-01 1.566711E-01 3.201007E-01 2.275084E-01 2.380041E-01 2.938362E-01 2.545601E-01 3.244195E-01 2.390124E-01 1.858335E-01 4.310019E-01 4.831507E-01 2.820808E-01 3.048480E-01 2.648385E-01 1.464342E-01 1.592218E-01 2.808141E-01 4.443641E-01 1.945179E-01 2.198133E-01 2.012934E-01 8.098130E-02 8.236405E-02 3.717473E-01 3.393367E-01 2.583130E-01 2.576743E-01 2.625043E-01 2.013411E-01 2.156805E-01 2.333736E-01 2.237798E-01 3.350860E-01 1.578810E-01 3.831837E-01 2.246651E-01 6.290899E-01 1.972027E-01 1.218285E-01 2.027463E-01 2.343927E+02 - 87 1.420329E-01 1.877239E-01 3.172491E-01 3.201636E-01 2.678346E-01 2.438061E-01 2.346770E-01 2.374917E-01 2.961144E-01 2.242734E-01 2.015716E-01 1.649884E-01 2.873787E-01 2.204023E-01 2.787067E-01 2.210093E-01 2.617858E-01 1.883296E-01 1.846338E-01 2.327843E-01 1.900465E-01 7.804877E-01 3.740615E-01 4.498388E-01 2.227348E-01 1.873292E-01 3.056284E-01 1.752483E-01 1.866388E-01 1.952950E-01 2.168162E-01 3.272223E-01 7.606975E-01 3.854046E-01 3.704460E-01 1.525211E+00 8.795768E-01 8.130702E-01 8.352458E-01 2.737772E-01 1.792347E-01 3.326945E-01 2.523283E-01 2.960820E-01 2.251203E-01 2.601081E-01 2.538254E-01 2.093242E-01 1.717326E-01 1.813204E-01 2.010199E-01 1.803958E-01 1.593847E-01 1.178472E-01 1.380423E-01 1.991158E-01 1.888421E-01 3.287860E-01 2.377057E-01 2.794726E-01 2.618494E-01 1.955840E-01 2.430147E-01 1.762433E-01 1.629453E-01 1.752366E-01 2.118291E-01 2.586344E-01 1.880305E-01 4.431003E-01 5.067817E-01 6.435732E-01 2.290446E-01 1.922157E-01 8.561000E-01 5.874972E-01 3.505274E-01 2.227923E-01 3.355161E-01 3.096732E-01 2.343286E-01 2.671286E-01 2.310020E-01 1.704716E-01 2.655419E-01 3.064516E-01 4.446201E+00 1.443300E+00 1.581830E+00 7.053285E-01 3.510049E-01 2.069410E-01 3.640070E-01 1.855698E-01 1.355808E+00 1.184331E+00 3.442919E-01 4.834735E-01 4.323980E-01 4.095123E-01 - 1.665260E-01 1.174303E-01 3.766287E-01 2.210132E-01 2.206109E-01 4.342068E-01 3.591141E-01 3.824323E-01 1.957195E-01 2.494674E-01 4.629008E-01 1.697203E-01 1.939105E-01 1.174652E-01 4.422582E-01 3.391137E-01 2.581801E-01 3.739184E-01 5.308640E-01 3.616751E-01 2.489108E-01 2.984078E-01 2.147674E-01 3.890929E-01 2.060660E-01 3.869852E-01 5.927862E-01 4.933596E-01 2.991470E-01 4.363639E-01 2.244441E-01 2.755548E-01 2.281073E-01 2.482639E-01 1.564916E-01 1.788067E-01 2.001940E-01 4.505678E-01 4.490658E-01 3.498321E-01 2.328770E-01 6.100217E-01 4.429280E-01 3.180289E-01 2.673795E-01 2.610523E-01 1.237008E-01 2.717893E-01 2.137673E-01 2.563951E-01 2.022345E-01 2.529398E-01 2.151914E-01 1.392874E-01 1.541285E-01 1.683413E+00 1.756596E-01 6.193988E-01 2.898173E-01 6.564395E-01 4.260056E-01 2.149904E-01 2.575648E-01 1.828194E-01 3.377963E-01 1.326424E-01 3.365682E-01 2.052337E-01 3.207350E-01 2.001500E-01 2.280589E-01 1.835192E-01 2.249111E+02 - 88 1.444966E-01 1.833869E-01 3.270200E-01 3.476363E-01 2.932354E-01 2.691296E-01 2.587614E-01 2.601509E-01 3.193928E-01 2.378844E-01 2.089759E-01 1.595652E-01 2.791508E-01 2.181401E-01 2.508558E-01 2.050527E-01 2.384689E-01 1.933136E-01 1.927538E-01 2.458208E-01 1.973444E-01 7.266463E-01 3.416367E-01 3.586634E-01 2.314354E-01 1.993009E-01 3.329937E-01 1.735086E-01 1.815614E-01 1.891400E-01 2.057360E-01 3.767490E-01 9.690973E-01 4.837238E-01 3.884468E-01 1.410462E+00 9.259055E-01 1.409205E+00 6.521475E-01 2.731991E-01 1.762025E-01 3.139565E-01 2.415446E-01 3.408188E-01 2.435129E-01 2.378110E-01 2.287585E-01 1.944453E-01 1.728809E-01 1.808793E-01 1.967800E-01 1.665803E-01 1.627064E-01 1.210149E-01 1.444744E-01 1.997980E-01 2.245881E-01 3.960160E-01 2.705221E-01 3.529370E-01 3.118790E-01 2.235425E-01 2.819192E-01 1.794113E-01 1.705309E-01 1.659178E-01 2.022360E-01 2.927384E-01 2.108031E-01 4.425567E-01 5.696669E-01 5.713879E-01 2.482102E-01 2.060948E-01 5.596665E-01 3.864748E-01 2.515031E-01 2.053452E-01 3.047759E-01 3.000548E-01 2.661403E-01 3.053854E-01 2.802228E-01 1.596812E-01 2.483750E-01 2.735592E-01 1.480639E+00 4.353659E+00 1.702025E+00 1.456120E+00 4.633363E-01 2.508212E-01 5.294772E-01 1.718216E-01 6.176817E-01 5.853921E-01 3.005150E-01 7.201207E-01 5.606421E-01 5.146741E-01 - 1.687705E-01 1.206422E-01 3.153974E-01 2.194238E-01 2.072239E-01 3.549197E-01 3.174009E-01 3.185361E-01 1.933585E-01 2.397743E-01 4.525107E-01 1.683281E-01 1.976624E-01 1.182334E-01 3.411095E-01 2.673348E-01 2.142192E-01 3.087308E-01 4.101968E-01 3.177027E-01 2.309337E-01 2.578567E-01 1.922182E-01 3.362012E-01 2.093015E-01 3.260627E-01 4.395833E-01 5.102813E-01 3.096968E-01 4.135000E-01 2.311001E-01 2.534688E-01 1.988430E-01 2.427285E-01 1.493425E-01 1.697196E-01 1.946806E-01 6.626870E-01 5.793748E-01 4.536675E-01 2.866417E-01 4.605034E-01 3.585968E-01 2.377746E-01 2.315963E-01 2.913360E-01 1.286333E-01 3.736780E-01 2.132255E-01 2.419940E-01 2.102611E-01 2.696269E-01 2.308465E-01 1.435297E-01 1.631075E-01 9.519539E-01 1.774997E-01 3.937449E-01 3.480498E-01 1.416782E+00 6.786337E-01 2.160140E-01 2.905176E-01 1.915569E-01 3.839645E-01 1.222712E-01 3.680103E-01 1.855655E-01 2.649284E-01 1.772583E-01 2.232486E-01 1.954788E-01 2.296919E+02 - 89 1.336425E-01 2.294282E-01 3.862089E-01 3.875215E-01 3.092454E-01 2.739047E-01 2.557367E-01 2.512165E-01 3.031651E-01 2.226457E-01 1.942639E-01 1.683478E-01 3.005852E-01 2.289208E-01 2.517235E-01 2.021399E-01 2.318678E-01 1.835957E-01 1.845322E-01 2.661348E-01 2.208677E-01 1.440401E+00 4.897217E-01 5.392982E-01 2.105673E-01 1.826400E-01 2.938679E-01 1.703236E-01 1.774426E-01 1.887829E-01 2.044271E-01 4.744990E-01 1.530980E+00 5.509007E-01 5.658191E-01 8.388163E-01 6.688690E-01 7.134624E-01 5.330303E-01 3.139970E-01 1.975830E-01 3.608368E-01 2.682211E-01 3.846625E-01 2.898120E-01 2.439052E-01 2.401135E-01 2.018000E-01 1.631462E-01 1.741506E-01 1.879749E-01 1.763317E-01 1.638230E-01 1.233684E-01 1.446694E-01 2.051193E-01 2.191353E-01 3.665920E-01 2.653379E-01 3.334812E-01 2.702892E-01 2.008444E-01 2.594115E-01 1.861516E-01 1.738685E-01 1.772569E-01 1.962068E-01 2.574871E-01 1.803612E-01 3.617806E-01 4.415175E-01 4.864006E-01 2.114189E-01 2.050234E-01 5.451213E-01 4.277752E-01 2.617514E-01 2.448575E-01 3.912619E-01 3.589490E-01 2.701566E-01 3.248336E-01 2.821709E-01 1.537707E-01 2.334332E-01 2.613869E-01 1.517243E+00 1.522720E+00 4.656352E+00 1.341701E+00 4.577837E-01 2.671138E-01 5.534575E-01 1.727770E-01 6.957784E-01 5.167875E-01 2.975874E-01 4.956820E-01 3.869779E-01 3.946605E-01 - 1.633501E-01 1.174985E-01 3.046533E-01 2.393524E-01 2.267019E-01 4.314391E-01 3.697765E-01 3.651285E-01 1.804315E-01 2.268431E-01 4.082531E-01 1.679568E-01 1.959639E-01 1.162572E-01 3.111132E-01 2.804718E-01 2.258295E-01 3.128950E-01 4.044928E-01 2.899602E-01 2.117957E-01 2.741977E-01 2.067553E-01 3.465219E-01 2.311827E-01 4.298589E-01 5.790672E-01 4.331146E-01 2.739187E-01 3.624465E-01 2.473403E-01 2.850081E-01 2.438462E-01 2.505276E-01 1.537606E-01 1.776640E-01 1.975204E-01 5.155711E-01 4.724621E-01 3.966432E-01 2.513883E-01 5.397007E-01 3.951589E-01 2.608709E-01 2.546694E-01 2.723334E-01 1.273209E-01 3.316903E-01 2.157678E-01 2.457279E-01 2.192699E-01 2.827937E-01 2.350430E-01 1.789570E-01 2.123571E-01 1.614686E+00 1.619788E-01 4.889531E-01 2.865808E-01 7.825714E-01 5.654600E-01 2.294264E-01 2.786776E-01 1.862243E-01 3.129103E-01 1.319112E-01 3.382465E-01 2.039370E-01 2.459069E-01 1.988260E-01 2.989626E-01 1.911003E-01 2.147604E+02 - 90 1.381108E-01 2.101287E-01 3.838936E-01 4.204085E-01 3.433062E-01 3.055236E-01 2.869284E-01 2.796636E-01 3.307028E-01 2.393344E-01 2.042508E-01 1.636909E-01 2.917089E-01 2.276559E-01 2.334587E-01 1.928131E-01 2.180012E-01 1.913285E-01 1.954087E-01 2.794752E-01 2.257394E-01 8.251191E-01 3.784559E-01 3.592049E-01 2.221386E-01 1.964618E-01 3.212162E-01 1.714397E-01 1.760001E-01 1.860106E-01 1.981920E-01 5.264636E-01 1.736870E+00 7.466152E-01 4.994552E-01 7.258216E-01 6.695572E-01 8.358482E-01 4.647121E-01 3.052579E-01 1.911949E-01 3.333250E-01 2.541254E-01 4.479012E-01 3.066225E-01 2.270090E-01 2.198899E-01 1.905145E-01 1.670734E-01 1.767596E-01 1.878309E-01 1.647379E-01 1.691186E-01 1.278691E-01 1.532074E-01 2.076338E-01 2.700820E-01 4.573403E-01 3.095342E-01 4.478966E-01 3.255186E-01 2.321719E-01 3.077424E-01 1.907013E-01 1.837417E-01 1.685812E-01 1.918064E-01 2.924598E-01 2.014208E-01 3.626316E-01 4.788649E-01 4.540083E-01 2.294936E-01 2.228526E-01 4.310730E-01 3.207661E-01 2.109416E-01 2.155190E-01 3.304207E-01 3.302084E-01 3.189710E-01 3.794524E-01 3.580486E-01 1.482324E-01 2.248394E-01 2.434026E-01 8.121866E-01 1.503217E+00 1.627867E+00 4.188653E+00 6.812977E-01 3.409716E-01 1.140638E+00 1.639305E-01 4.644905E-01 3.887674E-01 2.711351E-01 6.730334E-01 4.483621E-01 4.749806E-01 - 1.681205E-01 1.224267E-01 2.748671E-01 2.361422E-01 2.124372E-01 3.451471E-01 3.205949E-01 3.062926E-01 1.817277E-01 2.242503E-01 4.070340E-01 1.689863E-01 2.023854E-01 1.187486E-01 2.680601E-01 2.349685E-01 1.960846E-01 2.727740E-01 3.428178E-01 2.696505E-01 2.032199E-01 2.441484E-01 1.874999E-01 3.137153E-01 2.324078E-01 3.321964E-01 4.120874E-01 4.489379E-01 2.864661E-01 3.537644E-01 2.545900E-01 2.595727E-01 2.034287E-01 2.473300E-01 1.487132E-01 1.703373E-01 1.947618E-01 7.866840E-01 6.094644E-01 5.363832E-01 3.163027E-01 4.201677E-01 3.307232E-01 2.092408E-01 2.236105E-01 3.093563E-01 1.340920E-01 5.024170E-01 2.177486E-01 2.362366E-01 2.293052E-01 3.036019E-01 2.551715E-01 1.722663E-01 2.064252E-01 8.083118E-01 1.662829E-01 3.374275E-01 3.411322E-01 1.481844E+00 1.200317E+00 2.308012E-01 3.205239E-01 1.978264E-01 3.493221E-01 1.222873E-01 3.743900E-01 1.849028E-01 2.179130E-01 1.757330E-01 2.602809E-01 2.064012E-01 2.387402E+02 - 91 1.396495E-01 2.111959E-01 4.560827E-01 6.190460E-01 5.418695E-01 4.717613E-01 4.117922E-01 3.696557E-01 4.009318E-01 2.689050E-01 2.162180E-01 1.751414E-01 3.175077E-01 2.553200E-01 2.136925E-01 1.822996E-01 1.970802E-01 2.063885E-01 2.222287E-01 3.801745E-01 2.873163E-01 4.909125E-01 2.973025E-01 2.502105E-01 2.262777E-01 2.128427E-01 3.343115E-01 1.804011E-01 1.781179E-01 1.912295E-01 1.956340E-01 6.060265E-01 9.365634E-01 1.425017E+00 4.007750E-01 4.026083E-01 4.645722E-01 4.624887E-01 3.131260E-01 3.478481E-01 2.124155E-01 3.399229E-01 2.690789E-01 7.827720E-01 4.013641E-01 2.145603E-01 2.064280E-01 1.877409E-01 1.714966E-01 1.838359E-01 1.866442E-01 1.622922E-01 1.968245E-01 1.533010E-01 1.892266E-01 2.365633E-01 5.538688E-01 7.820169E-01 5.126479E-01 1.279258E+00 3.919686E-01 2.856944E-01 4.288813E-01 2.273550E-01 2.318325E-01 1.740180E-01 1.863859E-01 3.252570E-01 2.037846E-01 2.877025E-01 3.899797E-01 3.441552E-01 2.202778E-01 2.910381E-01 2.995784E-01 2.308686E-01 1.590193E-01 2.059714E-01 2.973935E-01 3.399567E-01 5.869316E-01 7.319868E-01 1.061261E+00 1.387031E-01 2.037922E-01 2.107371E-01 4.068887E-01 5.020753E-01 5.834748E-01 6.970643E-01 4.120570E+00 1.059715E+00 1.086226E+00 1.572272E-01 2.907468E-01 2.376694E-01 2.365493E-01 5.207757E-01 3.275690E-01 4.255985E-01 - 1.820333E-01 1.379803E-01 2.273812E-01 2.702332E-01 2.172142E-01 2.869691E-01 2.952780E-01 2.651510E-01 1.765278E-01 2.127793E-01 3.731195E-01 1.821040E-01 2.300121E-01 1.296142E-01 1.966552E-01 1.897711E-01 1.674055E-01 2.295172E-01 2.667788E-01 2.234672E-01 1.770701E-01 2.184196E-01 1.768607E-01 2.803553E-01 2.787700E-01 2.669886E-01 3.011413E-01 3.967967E-01 2.748195E-01 2.991911E-01 3.158747E-01 2.558901E-01 1.806846E-01 2.671315E-01 1.528419E-01 1.751351E-01 2.051225E-01 8.248349E-01 6.855934E-01 8.763402E-01 4.436755E-01 3.292637E-01 2.792754E-01 1.636917E-01 2.022732E-01 4.009184E-01 1.598295E-01 1.177622E+00 2.412581E-01 2.356553E-01 2.889858E-01 4.191421E-01 3.476545E-01 1.851329E-01 2.128788E-01 4.741527E-01 1.612238E-01 2.315971E-01 3.543372E-01 6.512521E-01 1.116941E+00 2.691937E-01 4.703300E-01 2.325370E-01 3.210337E-01 1.207707E-01 4.352121E-01 1.776228E-01 1.720207E-01 1.626865E-01 2.369554E-01 2.565565E-01 2.426849E+02 - 92 1.343676E-01 2.440629E-01 5.842329E-01 9.356632E-01 7.718610E-01 5.856912E-01 4.600744E-01 3.867663E-01 4.035483E-01 2.639829E-01 2.097413E-01 1.904580E-01 3.527640E-01 2.818271E-01 2.128285E-01 1.813509E-01 1.926196E-01 2.048320E-01 2.241799E-01 4.972471E-01 3.732243E-01 4.689889E-01 3.106151E-01 2.487175E-01 2.141022E-01 2.032901E-01 3.078697E-01 1.837078E-01 1.790691E-01 1.961424E-01 1.977529E-01 7.150399E-01 8.236949E-01 1.445471E+00 4.159892E-01 3.427467E-01 3.999871E-01 3.733277E-01 2.813997E-01 4.213695E-01 2.490345E-01 3.835111E-01 3.020536E-01 1.524961E+00 5.594965E-01 2.182247E-01 2.120317E-01 1.950390E-01 1.681057E-01 1.836612E-01 1.838147E-01 1.706280E-01 2.118060E-01 1.689178E-01 2.064509E-01 2.579853E-01 6.081870E-01 7.219636E-01 5.728114E-01 8.922921E-01 3.409226E-01 2.646993E-01 3.983934E-01 2.544513E-01 2.618640E-01 1.878804E-01 1.847459E-01 2.940747E-01 1.821764E-01 2.579058E-01 3.353420E-01 3.127736E-01 1.982566E-01 3.210432E-01 2.788575E-01 2.208817E-01 1.520790E-01 2.245753E-01 3.250124E-01 3.969244E-01 8.109733E-01 1.491318E+00 1.494332E+00 1.358121E-01 1.957000E-01 2.021947E-01 3.574039E-01 4.090543E-01 5.084106E-01 5.197085E-01 1.543354E+00 3.367529E+00 6.302063E-01 1.588352E-01 2.700498E-01 2.141832E-01 2.314109E-01 3.988721E-01 2.692812E-01 3.495288E-01 - 1.841507E-01 1.417082E-01 2.176501E-01 3.121403E-01 2.371600E-01 2.939870E-01 3.151309E-01 2.729692E-01 1.701993E-01 2.062891E-01 3.526738E-01 1.893437E-01 2.413447E-01 1.334107E-01 1.820368E-01 1.854471E-01 1.667163E-01 2.240586E-01 2.537699E-01 2.093125E-01 1.669951E-01 2.222176E-01 1.842510E-01 2.807398E-01 3.431282E-01 2.768723E-01 2.999614E-01 3.571688E-01 2.548196E-01 2.752797E-01 3.822892E-01 2.773942E-01 1.921586E-01 2.864024E-01 1.604177E-01 1.860407E-01 2.147611E-01 5.580807E-01 5.397732E-01 6.381027E-01 3.743076E-01 3.275550E-01 2.806381E-01 1.603971E-01 2.089386E-01 3.934333E-01 1.697243E-01 5.801348E-01 2.564754E-01 2.424206E-01 3.403053E-01 5.242249E-01 4.082872E-01 2.254370E-01 2.496916E-01 4.443027E-01 1.526274E-01 2.231496E-01 3.004887E-01 4.741766E-01 5.983588E-01 3.088090E-01 4.803049E-01 2.406406E-01 2.796411E-01 1.285412E-01 4.149021E-01 1.886033E-01 1.609719E-01 1.717666E-01 2.621529E-01 2.714360E-01 2.969537E+02 - 93 1.362363E-01 2.238249E-01 4.414011E-01 5.225048E-01 4.252954E-01 3.686507E-01 3.306654E-01 3.110915E-01 3.554008E-01 2.477265E-01 2.059079E-01 1.692023E-01 3.056614E-01 2.404119E-01 2.213475E-01 1.853834E-01 2.046411E-01 1.949623E-01 2.040999E-01 3.274349E-01 2.611277E-01 6.782341E-01 3.597232E-01 3.112590E-01 2.195766E-01 1.999260E-01 3.203729E-01 1.734503E-01 1.747162E-01 1.865982E-01 1.948324E-01 7.002870E-01 1.753682E+00 1.481057E+00 5.186389E-01 5.100223E-01 5.392067E-01 5.883988E-01 3.681453E-01 3.360240E-01 2.056456E-01 3.439364E-01 2.649554E-01 6.304090E-01 3.827230E-01 2.194138E-01 2.125875E-01 1.884223E-01 1.662753E-01 1.774002E-01 1.843305E-01 1.635084E-01 1.799566E-01 1.382652E-01 1.671623E-01 2.197286E-01 3.525418E-01 5.602093E-01 3.785066E-01 6.339372E-01 3.478343E-01 2.500585E-01 3.484026E-01 2.065858E-01 2.034725E-01 1.716800E-01 1.865522E-01 3.008957E-01 1.981990E-01 3.148769E-01 4.217474E-01 3.839175E-01 2.200192E-01 2.486982E-01 3.519823E-01 2.692339E-01 1.803660E-01 2.167322E-01 3.296457E-01 3.512600E-01 4.081666E-01 5.088017E-01 5.163745E-01 1.414136E-01 2.106249E-01 2.230523E-01 5.414988E-01 7.353676E-01 8.960470E-01 1.521744E+00 1.428562E+00 5.400259E-01 3.632167E+00 1.591562E-01 3.604815E-01 2.931225E-01 2.504685E-01 5.898655E-01 3.737850E-01 4.427888E-01 - 1.720095E-01 1.276696E-01 2.464764E-01 2.547452E-01 2.165422E-01 3.198486E-01 3.136834E-01 2.870637E-01 1.759755E-01 2.149516E-01 3.826249E-01 1.733081E-01 2.124418E-01 1.222232E-01 2.240915E-01 2.097864E-01 1.804220E-01 2.485182E-01 2.963193E-01 2.416942E-01 1.863562E-01 2.308054E-01 1.825243E-01 2.948017E-01 2.580865E-01 3.094112E-01 3.587390E-01 4.129542E-01 2.747805E-01 3.184606E-01 2.825138E-01 2.613754E-01 1.967743E-01 2.555487E-01 1.499515E-01 1.723447E-01 1.981726E-01 8.497193E-01 6.393867E-01 6.596648E-01 3.611874E-01 3.725425E-01 3.042252E-01 1.838956E-01 2.140435E-01 3.407165E-01 1.437279E-01 7.422096E-01 2.267877E-01 2.341816E-01 2.552089E-01 3.506774E-01 2.898282E-01 1.954499E-01 2.374990E-01 6.146176E-01 1.605751E-01 2.796683E-01 3.408333E-01 9.419340E-01 1.632181E+00 2.495397E-01 3.719888E-01 2.104614E-01 3.279413E-01 1.220152E-01 3.937566E-01 1.825594E-01 1.904557E-01 1.709874E-01 2.711309E-01 2.251216E-01 2.753178E+02 - 94 2.214920E-01 1.208282E-01 2.291866E-01 2.403771E-01 2.264693E-01 2.260903E-01 2.362126E-01 2.590950E-01 3.576232E-01 2.967379E-01 2.932493E-01 3.209661E-01 4.336495E-01 3.677776E-01 1.540459E+00 1.500368E+00 7.658920E-01 3.191166E-01 2.799790E-01 2.163847E-01 1.607923E-01 2.312980E-01 1.706614E-01 1.644868E-01 2.810251E-01 2.275895E-01 3.102670E-01 4.661035E-01 6.225098E-01 7.330228E-01 1.480930E+00 1.594307E-01 2.591280E-01 1.858308E-01 1.566101E-01 2.576496E-01 3.449390E-01 2.298247E-01 2.800792E-01 2.403373E-01 1.884872E-01 3.284895E-01 3.121953E-01 1.808976E-01 1.381847E-01 1.875223E+00 8.293525E-01 8.665442E-01 3.200273E-01 4.119523E-01 4.925653E-01 4.778056E-01 2.621034E-01 1.739472E-01 1.887454E-01 3.459290E-01 1.386560E-01 2.480075E-01 2.025255E-01 1.754972E-01 2.003833E-01 1.779474E-01 2.024827E-01 2.510140E-01 2.071685E-01 3.461852E-01 8.054587E-01 2.273987E-01 1.551016E-01 2.799471E-01 2.880581E-01 3.842990E-01 2.022024E-01 2.253663E-01 3.182740E-01 2.529131E-01 2.125434E-01 1.842615E-01 2.149013E-01 2.405030E-01 1.842252E-01 1.903868E-01 1.531348E-01 5.250060E-01 4.964781E-01 5.035553E-01 2.500806E-01 2.245086E-01 2.578501E-01 1.958361E-01 1.827314E-01 1.235175E-01 1.448618E-01 3.808490E+00 2.445967E-01 1.902070E-01 7.600114E-01 2.081654E-01 1.848652E-01 2.285843E-01 - 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4.435976E-01 4.592502E-01 2.180736E-01 3.151402E-01 2.468802E-01 2.164978E-01 2.542288E-01 2.280311E-01 2.503488E-01 2.859374E-01 4.312177E-01 4.046398E-01 7.857583E-01 3.331354E-01 1.555828E-01 1.670453E-01 1.614719E-01 2.211103E-01 2.279317E-01 2.115360E-01 1.871187E-01 2.242971E-01 1.951968E-01 3.043550E-01 2.741037E-01 1.744143E-01 1.999409E-01 3.839880E-01 3.250507E-01 2.856044E-01 4.032626E-01 2.518929E-01 1.330999E-01 4.761888E-01 2.368053E-01 2.506248E-01 3.746282E-01 2.885442E-01 3.938226E-01 3.476061E-01 3.028778E-01 2.528099E-01 2.495333E-01 1.328216E-01 1.981189E-01 8.226745E-01 1.036188E+00 2.098105E-01 5.659248E-01 3.518237E-01 5.155398E-01 5.383286E-01 7.329652E-01 9.472141E-02 9.314665E-02 2.648428E-01 2.142868E-01 1.557894E-01 2.853792E-01 2.433832E-01 2.231850E-01 4.064229E-01 7.422069E-01 1.413790E+00 2.731383E-01 1.413227E-01 7.867374E-01 1.876148E-01 1.502480E-01 1.538473E-01 1.247552E-01 4.034060E+00 2.478892E+02 diff --git a/examples/electrostatic-abb/electro.config b/examples/electrostatic-abb/electro.config new file mode 100644 index 00000000000..d0aaeab0103 --- /dev/null +++ b/examples/electrostatic-abb/electro.config @@ -0,0 +1,6 @@ +executor reference +solver gmres +problem sphere +mode ascii +writeResult false +initialGuess rhs diff --git a/examples/electrostatic-abb/electrostatic-abb.cpp b/examples/electrostatic-abb/electrostatic-abb.cpp index 52e06ed7346..9a2eed6deee 100644 --- a/examples/electrostatic-abb/electrostatic-abb.cpp +++ b/examples/electrostatic-abb/electrostatic-abb.cpp @@ -17,7 +17,7 @@ int main(int argc, char* argv[]) { std::string executor_string, solver_string, problem_string, mode_string, - writeResult_string; + writeResult_string, initialGuess_string; std::map config_strings; config_strings = read_config(); @@ -25,17 +25,25 @@ int main(int argc, char* argv[]) ? config_strings["executor"] : "reference"; solver_string = - config_strings.count("solver") > 0 ? config_strings["solver"] : "gmres"; - problem_string = config_strings.count("problem") > 0 + config_strings.count("solver") > 0 + ? config_strings["solver"] : "gmres"; + problem_string = + config_strings.count("problem") > 0 ? config_strings["problem"] : "sphere"; mode_string = - config_strings.count("mode") > 0 ? config_strings["mode"] : "binary"; + config_strings.count("mode") > 0 + ? config_strings["mode"] + : "binary"; writeResult_string = config_strings.count("writeResult") > 0 ? config_strings["writeResult"] : "true"; + initialGuess_string = config_strings.count("initialGuess") > 0 + ? config_strings["initialGuess"] + : "rhs"; + - using ValueType = float; + using ValueType = double; using RealValueType = gko::remove_complex; using IndexType = int; using vec = gko::matrix::Dense; @@ -48,6 +56,7 @@ int main(int argc, char* argv[]) // using ilu = gko::preconditioner::Ilu<>; ==>Not used for now, (only works // when ValueType is double) + gko::detail::shared_type> x; std::vector> data; @@ -96,8 +105,14 @@ int main(int argc, char* argv[]) b->read(data[1]); - auto x = gko::clone(b); - + if ( initialGuess_string.compare("zero") ) { + x = gko::clone(b); + } + else { + auto x_data = gko::matrix_data(gko::dim<2>(A->get_size()[0], 1), 1); + x = gko::share(mtx::create(exec)); + x->read(x_data); + } const RealValueType reduction_factor{1e-6}; std::shared_ptr> logger = @@ -155,7 +170,7 @@ int main(int argc, char* argv[]) auto one = gko::initialize({1.0}, exec); - auto neg_one = gko::initialize({-1.0}, exec); + auto neg_one = gko::initialize ({-1.0}, exec); auto res = gko::initialize({0.0}, exec->get_master()); auto real_time = apply_time / num_reps; A->apply(one, x, neg_one, b); diff --git a/examples/electrostatic-abb/readme.md b/examples/electrostatic-abb/readme.md index 0b3c54da889..cff12845567 100644 --- a/examples/electrostatic-abb/readme.md +++ b/examples/electrostatic-abb/readme.md @@ -11,29 +11,27 @@ ## Usage ### Building and running -After building, the executable `electrostatic-abb` should be generated in the build folder +After building, the executable `electrostatic-abb` should be generated in the corresponding build folder the working directory should include a config file, config file name set to `electro.config` can be changed in the code - check config file format for further description of the config file. -- config file format: +- config file format: multiple lines with format `'option' 'value'` +available options can set from the config file, not all options should be included, but then the default value will be used + +*possible options* ``` - - - - + + + + + + ``` -**Executor**: module to be used by ginkgo - default reference - -**algorithm**: solver, supported so far are gmres and bicgstab - default gmres - -**problem name**: name of problem to be solved, a matching file with name ** with extension either or *".amtx"* for ASCII file format or *"bmtx"* for binary format. - -The matching file should be found in /data. Check field input mode on how to specify which reader to use - default sphere -**input mode**: ascii or binary, depending on type of matrix file to read - default ascii +### Chanding ValueType -### Further specifications +In this example, the valueType is defined as runtime. To switch between double and float, that should be done in the source, and then recompiling/rebuilding the electrostatic module. diff --git a/examples/electrostatic-abb/utils.hpp b/examples/electrostatic-abb/utils.hpp index d90b2fd98eb..f5173eb3466 100644 --- a/examples/electrostatic-abb/utils.hpp +++ b/examples/electrostatic-abb/utils.hpp @@ -148,18 +148,18 @@ std::map read_config( config_parameters["encoding"] = value_string; } else if (parameter_string.compare("writeResult") == 0) { config_parameters["writeResult"] = value_string; + } else if (parameter_string.compare("initialGuess") == 0) { + config_parameters["initialGuess"] = value_string; } } // display configuration - std::cout << "Current Ginkgo configuration for electrostatic" << std::endl - << " exectutor: " << config_parameters["executor"] << std::endl - << " solver: " << config_parameters["solver"] << std::endl - << " problem name: " << config_parameters["problem"] - << std::endl - << " input mode: " << config_parameters["mode"] << std::endl - << " write result to file " << config_parameters["mode"] - << std::endl; + std::cout << "Current Ginkgo configuration for electrostatic" << std::endl; + for (const auto ¶m : config_parameters) { + std::cout << param.first << ": " << param.second << std::endl; + } + + return config_parameters; } \ No newline at end of file From 2e2bc0860be32e15bbfcc93aef60443add52765b Mon Sep 17 00:00:00 2001 From: Amir Bouslama Date: Tue, 5 Nov 2024 10:25:47 +0100 Subject: [PATCH 5/7] warmup only once, fixed types for initalizing initial guess as zero vector --- .../electrostatic-abb/electrostatic-abb.cpp | 34 ++++++++----------- examples/electrostatic-abb/utils.hpp | 3 +- 2 files changed, 16 insertions(+), 21 deletions(-) diff --git a/examples/electrostatic-abb/electrostatic-abb.cpp b/examples/electrostatic-abb/electrostatic-abb.cpp index 9a2eed6deee..6ced5324a8f 100644 --- a/examples/electrostatic-abb/electrostatic-abb.cpp +++ b/examples/electrostatic-abb/electrostatic-abb.cpp @@ -25,23 +25,19 @@ int main(int argc, char* argv[]) ? config_strings["executor"] : "reference"; solver_string = - config_strings.count("solver") > 0 - ? config_strings["solver"] : "gmres"; - problem_string = - config_strings.count("problem") > 0 + config_strings.count("solver") > 0 ? config_strings["solver"] : "gmres"; + problem_string = config_strings.count("problem") > 0 ? config_strings["problem"] : "sphere"; mode_string = - config_strings.count("mode") > 0 - ? config_strings["mode"] - : "binary"; + config_strings.count("mode") > 0 ? config_strings["mode"] : "binary"; writeResult_string = config_strings.count("writeResult") > 0 ? config_strings["writeResult"] : "true"; initialGuess_string = config_strings.count("initialGuess") > 0 - ? config_strings["initialGuess"] - : "rhs"; - + ? config_strings["initialGuess"] + : "rhs"; + using ValueType = double; using RealValueType = gko::remove_complex; @@ -105,11 +101,11 @@ int main(int argc, char* argv[]) b->read(data[1]); - if ( initialGuess_string.compare("zero") ) { + if (initialGuess_string.compare("zero")) { x = gko::clone(b); - } - else { - auto x_data = gko::matrix_data(gko::dim<2>(A->get_size()[0], 1), 1); + } else { + auto x_data = gko::matrix_data( + gko::dim<2>(A->get_size()[0], 1), 0); x = gko::share(mtx::create(exec)); x->read(x_data); } @@ -146,11 +142,11 @@ int main(int argc, char* argv[]) double apply_time = 0.0; auto x_clone = gko::clone(x); + // Warmup - for (int i = 0; i < 3; ++i) { - x_clone->copy_from(x.get()); - solver->apply(b, x_clone); - } + x_clone->copy_from(x.get()); + solver->apply(b, x_clone); + int num_reps = 3; for (int i = 0; i < num_reps; ++i) { @@ -170,7 +166,7 @@ int main(int argc, char* argv[]) auto one = gko::initialize({1.0}, exec); - auto neg_one = gko::initialize ({-1.0}, exec); + auto neg_one = gko::initialize({-1.0}, exec); auto res = gko::initialize({0.0}, exec->get_master()); auto real_time = apply_time / num_reps; A->apply(one, x, neg_one, b); diff --git a/examples/electrostatic-abb/utils.hpp b/examples/electrostatic-abb/utils.hpp index f5173eb3466..92a4c3ed302 100644 --- a/examples/electrostatic-abb/utils.hpp +++ b/examples/electrostatic-abb/utils.hpp @@ -155,11 +155,10 @@ std::map read_config( // display configuration std::cout << "Current Ginkgo configuration for electrostatic" << std::endl; - for (const auto ¶m : config_parameters) { + for (const auto& param : config_parameters) { std::cout << param.first << ": " << param.second << std::endl; } - return config_parameters; } \ No newline at end of file From 27b4d78ce44b53a28c20c4a85df38b13a15dd980 Mon Sep 17 00:00:00 2001 From: Amir Bouslama Date: Tue, 5 Nov 2024 10:33:32 +0100 Subject: [PATCH 6/7] Revert "warmup only once, fixed types for initalizing initial guess as zero vector" This reverts commit 2e2bc0860be32e15bbfcc93aef60443add52765b. Reverted to preserve formatting, and fix initializing null vector for initial guess --- .../electrostatic-abb/electrostatic-abb.cpp | 34 +++++++++++-------- examples/electrostatic-abb/utils.hpp | 3 +- 2 files changed, 21 insertions(+), 16 deletions(-) diff --git a/examples/electrostatic-abb/electrostatic-abb.cpp b/examples/electrostatic-abb/electrostatic-abb.cpp index 6ced5324a8f..9a2eed6deee 100644 --- a/examples/electrostatic-abb/electrostatic-abb.cpp +++ b/examples/electrostatic-abb/electrostatic-abb.cpp @@ -25,19 +25,23 @@ int main(int argc, char* argv[]) ? config_strings["executor"] : "reference"; solver_string = - config_strings.count("solver") > 0 ? config_strings["solver"] : "gmres"; - problem_string = config_strings.count("problem") > 0 + config_strings.count("solver") > 0 + ? config_strings["solver"] : "gmres"; + problem_string = + config_strings.count("problem") > 0 ? config_strings["problem"] : "sphere"; mode_string = - config_strings.count("mode") > 0 ? config_strings["mode"] : "binary"; + config_strings.count("mode") > 0 + ? config_strings["mode"] + : "binary"; writeResult_string = config_strings.count("writeResult") > 0 ? config_strings["writeResult"] : "true"; initialGuess_string = config_strings.count("initialGuess") > 0 - ? config_strings["initialGuess"] - : "rhs"; - + ? config_strings["initialGuess"] + : "rhs"; + using ValueType = double; using RealValueType = gko::remove_complex; @@ -101,11 +105,11 @@ int main(int argc, char* argv[]) b->read(data[1]); - if (initialGuess_string.compare("zero")) { + if ( initialGuess_string.compare("zero") ) { x = gko::clone(b); - } else { - auto x_data = gko::matrix_data( - gko::dim<2>(A->get_size()[0], 1), 0); + } + else { + auto x_data = gko::matrix_data(gko::dim<2>(A->get_size()[0], 1), 1); x = gko::share(mtx::create(exec)); x->read(x_data); } @@ -142,11 +146,11 @@ int main(int argc, char* argv[]) double apply_time = 0.0; auto x_clone = gko::clone(x); - // Warmup - x_clone->copy_from(x.get()); - solver->apply(b, x_clone); - + for (int i = 0; i < 3; ++i) { + x_clone->copy_from(x.get()); + solver->apply(b, x_clone); + } int num_reps = 3; for (int i = 0; i < num_reps; ++i) { @@ -166,7 +170,7 @@ int main(int argc, char* argv[]) auto one = gko::initialize({1.0}, exec); - auto neg_one = gko::initialize({-1.0}, exec); + auto neg_one = gko::initialize ({-1.0}, exec); auto res = gko::initialize({0.0}, exec->get_master()); auto real_time = apply_time / num_reps; A->apply(one, x, neg_one, b); diff --git a/examples/electrostatic-abb/utils.hpp b/examples/electrostatic-abb/utils.hpp index 92a4c3ed302..f5173eb3466 100644 --- a/examples/electrostatic-abb/utils.hpp +++ b/examples/electrostatic-abb/utils.hpp @@ -155,10 +155,11 @@ std::map read_config( // display configuration std::cout << "Current Ginkgo configuration for electrostatic" << std::endl; - for (const auto& param : config_parameters) { + for (const auto ¶m : config_parameters) { std::cout << param.first << ": " << param.second << std::endl; } + return config_parameters; } \ No newline at end of file From 409d8b9b37ffd9a1a8665b8dacb3d3b23f26a69f Mon Sep 17 00:00:00 2001 From: Amir Bouslama Date: Tue, 5 Nov 2024 10:47:25 +0100 Subject: [PATCH 7/7] warmpu only once, some more comments, initializing null vector option for initial guess --- .../electrostatic-abb/electrostatic-abb.cpp | 53 ++++++++++--------- 1 file changed, 28 insertions(+), 25 deletions(-) diff --git a/examples/electrostatic-abb/electrostatic-abb.cpp b/examples/electrostatic-abb/electrostatic-abb.cpp index 9a2eed6deee..834b3fa78e6 100644 --- a/examples/electrostatic-abb/electrostatic-abb.cpp +++ b/examples/electrostatic-abb/electrostatic-abb.cpp @@ -21,27 +21,24 @@ int main(int argc, char* argv[]) std::map config_strings; config_strings = read_config(); + executor_string = config_strings.count("executor") > 0 ? config_strings["executor"] : "reference"; solver_string = - config_strings.count("solver") > 0 - ? config_strings["solver"] : "gmres"; - problem_string = - config_strings.count("problem") > 0 + config_strings.count("solver") > 0 ? config_strings["solver"] : "gmres"; + problem_string = config_strings.count("problem") > 0 ? config_strings["problem"] : "sphere"; mode_string = - config_strings.count("mode") > 0 - ? config_strings["mode"] - : "binary"; + config_strings.count("mode") > 0 ? config_strings["mode"] : "binary"; writeResult_string = config_strings.count("writeResult") > 0 ? config_strings["writeResult"] : "true"; initialGuess_string = config_strings.count("initialGuess") > 0 - ? config_strings["initialGuess"] - : "rhs"; - + ? config_strings["initialGuess"] + : "rhs"; + using ValueType = double; using RealValueType = gko::remove_complex; @@ -56,7 +53,6 @@ int main(int argc, char* argv[]) // using ilu = gko::preconditioner::Ilu<>; ==>Not used for now, (only works // when ValueType is double) - gko::detail::shared_type> x; std::vector> data; @@ -93,26 +89,29 @@ int main(int argc, char* argv[]) const auto exec = exec_map.at(executor_string)(); // throws if not valid + // reading data from input files if (mode_string.compare("ascii") == 0) { data = read_inputAscii(problem_string); } else { data = read_inputBinary(problem_string); } + + // initialising matrix auto A = gko::share(mtx::create(exec)); A->read(data[0]); std::cout << "Matrix size: " << A->get_size() << std::endl; + + // initialising rhs auto b = gko::share(mtx::create(exec)); b->read(data[1]); - - if ( initialGuess_string.compare("zero") ) { + // initialising initial guess + auto x = gko::share(mtx::create(exec, gko::dim<2>(A->get_size()[0], 1))); + if (initialGuess_string.compare("zero") == 0) { + x->fill(ValueType(0.0)); + } else { x = gko::clone(b); } - else { - auto x_data = gko::matrix_data(gko::dim<2>(A->get_size()[0], 1), 1); - x = gko::share(mtx::create(exec)); - x->read(x_data); - } const RealValueType reduction_factor{1e-6}; std::shared_ptr> logger = @@ -131,6 +130,8 @@ int main(int argc, char* argv[]) .with_reduction_factor(reduction_factor)) // .with_preconditioner(bj::build().with_max_block_size(1u)) .on(exec); + + std::shared_ptr solver; if (solver_string.compare("gmres") == 0) { std::cout << "Using " << solver_string << std::endl; @@ -143,15 +144,16 @@ int main(int argc, char* argv[]) throw("Invalid solver"); } solver->add_logger(logger); + double apply_time = 0.0; auto x_clone = gko::clone(x); - // Warmup - for (int i = 0; i < 3; ++i) { - x_clone->copy_from(x.get()); - solver->apply(b, x_clone); - } + // Warmpu + x_clone->copy_from(x.get()); + solver->apply(b, x_clone); + + // Solving int num_reps = 3; for (int i = 0; i < num_reps; ++i) { x_clone->copy_from(x.get()); @@ -168,14 +170,15 @@ int main(int argc, char* argv[]) } x->copy_from(x_clone.get()); - + // getting results auto one = gko::initialize({1.0}, exec); - auto neg_one = gko::initialize ({-1.0}, exec); + auto neg_one = gko::initialize({-1.0}, exec); auto res = gko::initialize({0.0}, exec->get_master()); auto real_time = apply_time / num_reps; A->apply(one, x, neg_one, b); b->compute_norm2(res); + // writing resutlts if (writeResult_string.compare("true") == 0) { std::string solution_fileName = problem_string + solver_string + "_sol.mtx";