Public Types |
Public Member Functions |
Protected Member Functions |
Protected Attributes |
List of all members
TNL::Solvers::IterativeSolverMonitor< Real > Class Template Reference
Object for monitoring convergence of iterative solvers. More...
#include <TNL/Solvers/IterativeSolverMonitor.h>
Inheritance diagram for TNL::Solvers::IterativeSolverMonitor< Real >:
Collaboration diagram for TNL::Solvers::IterativeSolverMonitor< Real >:
Public Types | |
| using | IndexType = std::size_t |
| A type for indexing. | |
| using | RealType = Real |
| A type of the floating-point arithmetics. | |
Public Member Functions | |
| IterativeSolverMonitor ()=default | |
| Construct with no parameters. | |
| void | refresh () override |
| Causes that the monitor prints out the status of the solver. | |
| void | setIterations (const IndexType &iterations) |
| Set number of the current iteration. | |
| void | setNodesPerIteration (const IndexType &nodes) |
| Set the number of nodes of the numerical mesh or lattice. | |
| void | setResidue (const RealType &residue) |
| Set residue of the current approximation of the solution. | |
| void | setStage (const std::string &stage) |
| This method can be used for naming a stage of the monitored solver. | |
| void | setTime (const RealType &time) |
| Set the time of the simulated evolution if it is time dependent. | |
| void | setTimeStep (const RealType &timeStep) |
| Set the time step for time dependent iterative solvers. | |
| void | setVerbose (const IndexType &verbose) |
| Set up the verbosity of the monitor. | |
| Public Member Functions inherited from TNL::Solvers::SolverMonitor | |
| SolverMonitor ()=default | |
| Basic construct with no arguments. | |
| bool | isStopped () const |
| Checks whether the main loop was stopped. | |
| void | runMainLoop () |
| Starts the main loop from which the method SolverMonitor::refresh is called in given time periods. | |
| void | setRefreshRate (const int &refreshRate) |
| Set the time interval between two consecutive calls of SolverMonitor::refresh. | |
| void | setTimer (Timer &timer) |
| Set a timer object for the solver monitor. | |
| void | stopMainLoop () |
| Stops the main loop of the monitor. See runMainLoop. | |
Protected Member Functions | |
| int | getLineWidth () |
| Protected Member Functions inherited from TNL::Solvers::SolverMonitor | |
| double | getElapsedTime () |
Protected Attributes | |
| std::atomic_bool | attributes_changed { false } |
| RealType | elapsed_time_before_refresh = 0 |
| IndexType | iterations = 0 |
| IndexType | iterations_before_refresh = 0 |
| RealType | last_mlups = 0 |
| IndexType | nodesPerIteration = 0 |
| RealType | residue = 0 |
| std::atomic_bool | saved { false } |
| IndexType | saved_iterations = 0 |
| RealType | saved_residue = 0 |
| std::string | saved_stage |
| RealType | saved_time = 0 |
| RealType | saved_timeStep = 0 |
| std::string | stage |
| RealType | time = 0 |
| RealType | timeStep = 0 |
| IndexType | verbose = 2 |
| Protected Attributes inherited from TNL::Solvers::SolverMonitor | |
| std::atomic_bool | started { false } |
| std::atomic_bool | stopped { false } |
| std::atomic_int | timeout_milliseconds { 500 } |
| Timer * | timer = nullptr |
Detailed Description
template<typename Real = double>
class TNL::Solvers::IterativeSolverMonitor< Real >
class TNL::Solvers::IterativeSolverMonitor< Real >
Object for monitoring convergence of iterative solvers.
- Template Parameters
-
Real is a type of the floating-point arithmetics. Index is an indexing type.
The following example shows how to use the iterative solver monitor for monitoring convergence of linear iterative solver:
1#include <iostream>
2#include <memory>
3#include <chrono>
4#include <thread>
5#include <TNL/Matrices/SparseMatrix.h>
6#include <TNL/Devices/Sequential.h>
7#include <TNL/Devices/Cuda.h>
8#include <TNL/Solvers/Linear/Jacobi.h>
9
10template< typename Device >
11void
12iterativeLinearSolverExample()
13{
14 /***
15 * Set the following matrix (dots represent zero matrix elements):
16 *
17 * / 2.5 -1 . . . \
18 * | -1 2.5 -1 . . |
19 * | . -1 2.5 -1. . |
20 * | . . -1 2.5 -1 |
21 * \ . . . -1 2.5 /
22 */
25 const int size( 5 );
27 matrix_ptr->setDimensions( size, size );
28 matrix_ptr->setRowCapacities( Vector( { 2, 3, 3, 3, 2 } ) );
29
31 {
32 const int rowIdx = row.getRowIndex();
33 if( rowIdx == 0 ) {
34 row.setElement( 0, rowIdx, 2.5 ); // diagonal element
35 row.setElement( 1, rowIdx + 1, -1 ); // element above the diagonal
36 }
37 else if( rowIdx == size - 1 ) {
38 row.setElement( 0, rowIdx - 1, -1.0 ); // element below the diagonal
39 row.setElement( 1, rowIdx, 2.5 ); // diagonal element
40 }
41 else {
42 row.setElement( 0, rowIdx - 1, -1.0 ); // element below the diagonal
43 row.setElement( 1, rowIdx, 2.5 ); // diagonal element
44 row.setElement( 2, rowIdx + 1, -1.0 ); // element above the diagonal
45 }
46 };
47
48 /***
49 * Set the matrix elements.
50 */
51 matrix_ptr->forAllRows( f );
53
54 /***
55 * Set the right-hand side vector.
56 */
57 Vector x( size, 1.0 );
58 Vector b( size );
59 matrix_ptr->vectorProduct( x, b );
60 x = 0.0;
62
63 /***
64 * Setup solver of the linear system.
65 */
67 LinearSolver solver;
68 solver.setMatrix( matrix_ptr );
69 solver.setOmega( 0.0005 );
70
71 /***
72 * Setup monitor of the iterative solver.
73 */
75 IterativeSolverMonitorType monitor;
76 TNL::Solvers::SolverMonitorThread monitorThread( monitor );
77 monitor.setRefreshRate( 10 ); // refresh rate in milliseconds
78 monitor.setVerbose( 1 );
79 monitor.setStage( "Jacobi stage:" );
80 solver.setSolverMonitor( monitor );
81 solver.setConvergenceResidue( 1.0e-6 );
82 solver.solve( b, x );
83 monitor.stopMainLoop();
85}
86
87int
88main( int argc, char* argv[] )
89{
91 iterativeLinearSolverExample< TNL::Devices::Sequential >();
92
93#ifdef __CUDACC__
95 iterativeLinearSolverExample< TNL::Devices::Cuda >();
96#endif
97}
Implementation of sparse matrix, i.e. matrix storing only non-zero elements.
Definition SparseMatrix.h:55
Iterative solver of linear systems based on the Jacobi method.
Definition Jacobi.h:21
virtual void setMatrix(const MatrixPointer &matrix)
Set the matrix of the linear system.
Definition LinearSolver.h:120
A RAII wrapper for launching the SolverMonitor's main loop in a separate thread.
Definition SolverMonitor.h:133
T endl(T... args)
The result looks as follows:
Solving linear system on host:
Row: 0 -> 0:2.5 1:-1
Row: 1 -> 0:-1 1:2.5 2:-1
Row: 2 -> 1:-1 2:2.5 3:-1
Row: 3 -> 2:-1 3:2.5 4:-1
Row: 4 -> 3:-1 4:2.5
Vector b = [ 1.5, 0.5, 0.5, 0.5, 1.5 ]
Jacobi stage: ITER: 24103 RES: 0.017823
Jacobi stage: ITER: 48555 RES: 0.00041669
Jacobi stage: ITER: 72559 RES: 1.043e-05
Vector x = [ 0.999999, 0.999999, 0.999998, 0.999999, 0.999999 ]
Solving linear system on CUDA device:
Row: 0 -> 0:2.5 1:-1
Row: 1 -> 0:-1 1:2.5 2:-1
Row: 2 -> 1:-1 2:2.5 3:-1
Row: 3 -> 2:-1 3:2.5 4:-1
Row: 4 -> 3:-1 4:2.5
Vector b = [ 1.5, 0.5, 0.5, 0.5, 1.5 ]
Jacobi stage: ITER: 31 RES: 0.99035
Jacobi stage: ITER: 105 RES: 0.96499
Jacobi stage: ITER: 259 RES: 0.91771
Jacobi stage: ITER: 375 RES: 0.88443
Jacobi stage: ITER: 407 RES: 0.87565
Jacobi stage: ITER: 523 RES: 0.84514
Jacobi stage: ITER: 641 RES: 0.81564
Jacobi stage: ITER: 759 RES: 0.78894
Jacobi stage: ITER: 869 RES: 0.76471
Jacobi stage: ITER: 981 RES: 0.74187
Jacobi stage: ITER: 1089 RES: 0.72107
Jacobi stage: ITER: 1179 RES: 0.70493
Jacobi stage: ITER: 1287 RES: 0.68606
Jacobi stage: ITER: 1351 RES: 0.67533
Jacobi stage: ITER: 1411 RES: 0.66555
Jacobi stage: ITER: 1491 RES: 0.65294
Jacobi stage: ITER: 1539 RES: 0.64559
Jacobi stage: ITER: 1599 RES: 0.63662
Jacobi stage: ITER: 1651 RES: 0.62904
Jacobi stage: ITER: 1693 RES: 0.62275
Jacobi stage: ITER: 1763 RES: 0.61327
Jacobi stage: ITER: 1815 RES: 0.6062
Jacobi stage: ITER: 1865 RES: 0.59928
Jacobi stage: ITER: 1931 RES: 0.59097
Jacobi stage: ITER: 2023 RES: 0.57938
Jacobi stage: ITER: 2121 RES: 0.56725
Jacobi stage: ITER: 2151 RES: 0.56394
Jacobi stage: ITER: 2211 RES: 0.55696
Jacobi stage: ITER: 2329 RES: 0.54345
Jacobi stage: ITER: 2367 RES: 0.53951
Jacobi stage: ITER: 2449 RES: 0.53051
Jacobi stage: ITER: 2483 RES: 0.52715
Jacobi stage: ITER: 2507 RES: 0.52465
Jacobi stage: ITER: 2551 RES: 0.52013
Jacobi stage: ITER: 2591 RES: 0.51607
Jacobi stage: ITER: 2685 RES: 0.50656
Jacobi stage: ITER: 2751 RES: 0.50039
Jacobi stage: ITER: 2787 RES: 0.49697
Jacobi stage: ITER: 2839 RES: 0.4921
Jacobi stage: ITER: 2867 RES: 0.48951
Jacobi stage: ITER: 2901 RES: 0.48621
Jacobi stage: ITER: 2941 RES: 0.48259
Jacobi stage: ITER: 3033 RES: 0.47442
Jacobi stage: ITER: 3095 RES: 0.46922
Jacobi stage: ITER: 3147 RES: 0.46478
Jacobi stage: ITER: 3193 RES: 0.46074
Jacobi stage: ITER: 3243 RES: 0.45675
Jacobi stage: ITER: 3293 RES: 0.4525
Jacobi stage: ITER: 3351 RES: 0.44798
Jacobi stage: ITER: 3423 RES: 0.44227
Jacobi stage: ITER: 3461 RES: 0.43915
Jacobi stage: ITER: 3513 RES: 0.43514
Jacobi stage: ITER: 3563 RES: 0.43149
Jacobi stage: ITER: 3611 RES: 0.42788
Jacobi stage: ITER: 3673 RES: 0.42314
Jacobi stage: ITER: 3729 RES: 0.41905
Jacobi stage: ITER: 3775 RES: 0.41587
Jacobi stage: ITER: 3823 RES: 0.41245
Jacobi stage: ITER: 3875 RES: 0.40879
Jacobi stage: ITER: 3929 RES: 0.4049
Jacobi stage: ITER: 3993 RES: 0.40051
Jacobi stage: ITER: 4041 RES: 0.39727
Jacobi stage: ITER: 4099 RES: 0.39352
Jacobi stage: ITER: 4151 RES: 0.39009
Jacobi stage: ITER: 4185 RES: 0.38774
Jacobi stage: ITER: 4215 RES: 0.38592
Jacobi stage: ITER: 4241 RES: 0.38412
Jacobi stage: ITER: 4269 RES: 0.38232
Jacobi stage: ITER: 4295 RES: 0.38079
Jacobi stage: ITER: 4323 RES: 0.37902
Jacobi stage: ITER: 4353 RES: 0.37701
Jacobi stage: ITER: 4395 RES: 0.37451
Jacobi stage: ITER: 4435 RES: 0.37204
Jacobi stage: ITER: 4459 RES: 0.37056
Jacobi stage: ITER: 4497 RES: 0.36812
Jacobi stage: ITER: 4531 RES: 0.36618
Jacobi stage: ITER: 4567 RES: 0.36402
Jacobi stage: ITER: 4605 RES: 0.36163
Jacobi stage: ITER: 4651 RES: 0.35903
Jacobi stage: ITER: 4693 RES: 0.35645
Jacobi stage: ITER: 4741 RES: 0.35366
Jacobi stage: ITER: 4787 RES: 0.35113
Jacobi stage: ITER: 4837 RES: 0.34817
Jacobi stage: ITER: 4867 RES: 0.34659
Jacobi stage: ITER: 4907 RES: 0.34434
Jacobi stage: ITER: 4983 RES: 0.34013
Jacobi stage: ITER: 5035 RES: 0.33728
Jacobi stage: ITER: 5115 RES: 0.33295
Jacobi stage: ITER: 5311 RES: 0.32263
Jacobi stage: ITER: 5595 RES: 0.30833
Jacobi stage: ITER: 5711 RES: 0.30271
Jacobi stage: ITER: 5759 RES: 0.30041
Jacobi stage: ITER: 5807 RES: 0.29814
Jacobi stage: ITER: 5851 RES: 0.29607
Jacobi stage: ITER: 5923 RES: 0.29272
Jacobi stage: ITER: 5983 RES: 0.28996
Jacobi stage: ITER: 6031 RES: 0.28777
Jacobi stage: ITER: 6099 RES: 0.28471
Jacobi stage: ITER: 6165 RES: 0.28168
Jacobi stage: ITER: 6225 RES: 0.27903
Jacobi stage: ITER: 6293 RES: 0.27607
Jacobi stage: ITER: 6353 RES: 0.27348
Jacobi stage: ITER: 6419 RES: 0.27075
Jacobi stage: ITER: 6495 RES: 0.26755
Jacobi stage: ITER: 6571 RES: 0.26439
Jacobi stage: ITER: 6635 RES: 0.26175
Jacobi stage: ITER: 6701 RES: 0.25899
Jacobi stage: ITER: 6767 RES: 0.25641
Jacobi stage: ITER: 6833 RES: 0.25371
Jacobi stage: ITER: 6901 RES: 0.25104
Jacobi stage: ITER: 6969 RES: 0.24839
Jacobi stage: ITER: 7043 RES: 0.24562
Jacobi stage: ITER: 7125 RES: 0.24243
Jacobi stage: ITER: 7193 RES: 0.23988
Jacobi stage: ITER: 7261 RES: 0.23736
Jacobi stage: ITER: 7329 RES: 0.23487
Jacobi stage: ITER: 7395 RES: 0.23255
Jacobi stage: ITER: 7463 RES: 0.23011
Jacobi stage: ITER: 7529 RES: 0.2277
Jacobi stage: ITER: 7595 RES: 0.22545
Jacobi stage: ITER: 7661 RES: 0.22309
Jacobi stage: ITER: 7733 RES: 0.22061
Jacobi stage: ITER: 7813 RES: 0.2179
Jacobi stage: ITER: 7877 RES: 0.21575
Jacobi stage: ITER: 7943 RES: 0.21362
Jacobi stage: ITER: 8007 RES: 0.21152
Jacobi stage: ITER: 8073 RES: 0.20931
Jacobi stage: ITER: 8137 RES: 0.20725
Jacobi stage: ITER: 8203 RES: 0.20521
Jacobi stage: ITER: 8269 RES: 0.20306
Jacobi stage: ITER: 8337 RES: 0.20094
Jacobi stage: ITER: 8423 RES: 0.19835
Jacobi stage: ITER: 8493 RES: 0.19616
Jacobi stage: ITER: 8561 RES: 0.19411
Jacobi stage: ITER: 8631 RES: 0.19209
Jacobi stage: ITER: 8699 RES: 0.19008
Jacobi stage: ITER: 8767 RES: 0.1881
Jacobi stage: ITER: 8831 RES: 0.18625
Jacobi stage: ITER: 8899 RES: 0.18431
Jacobi stage: ITER: 8971 RES: 0.18228
Jacobi stage: ITER: 9035 RES: 0.18049
Jacobi stage: ITER: 9111 RES: 0.17839
Jacobi stage: ITER: 9181 RES: 0.17642
Jacobi stage: ITER: 9249 RES: 0.17458
Jacobi stage: ITER: 9317 RES: 0.17276
Jacobi stage: ITER: 9379 RES: 0.17117
Jacobi stage: ITER: 9443 RES: 0.16949
Jacobi stage: ITER: 9511 RES: 0.16773
Jacobi stage: ITER: 9579 RES: 0.16598
Jacobi stage: ITER: 9655 RES: 0.16405
Jacobi stage: ITER: 9735 RES: 0.16204
Jacobi stage: ITER: 9803 RES: 0.16036
Jacobi stage: ITER: 9871 RES: 0.15869
Jacobi stage: ITER: 9935 RES: 0.15713
Jacobi stage: ITER: 10005 RES: 0.1554
Jacobi stage: ITER: 10073 RES: 0.15378
Jacobi stage: ITER: 10141 RES: 0.15218
Jacobi stage: ITER: 10207 RES: 0.15069
Jacobi stage: ITER: 10281 RES: 0.14894
Jacobi stage: ITER: 10351 RES: 0.14739
Jacobi stage: ITER: 10427 RES: 0.14568
Jacobi stage: ITER: 10483 RES: 0.14443
Jacobi stage: ITER: 10549 RES: 0.14293
Jacobi stage: ITER: 10613 RES: 0.14153
Jacobi stage: ITER: 10681 RES: 0.14005
Jacobi stage: ITER: 10739 RES: 0.13885
Jacobi stage: ITER: 10807 RES: 0.13741
Jacobi stage: ITER: 10871 RES: 0.13606
Jacobi stage: ITER: 10961 RES: 0.13415
Jacobi stage: ITER: 11027 RES: 0.13284
Jacobi stage: ITER: 11099 RES: 0.13138
Jacobi stage: ITER: 11169 RES: 0.12993
Jacobi stage: ITER: 11241 RES: 0.1285
Jacobi stage: ITER: 11339 RES: 0.12662
Jacobi stage: ITER: 11407 RES: 0.1253
Jacobi stage: ITER: 11471 RES: 0.12408
Jacobi stage: ITER: 11535 RES: 0.12286
Jacobi stage: ITER: 11601 RES: 0.12158
Jacobi stage: ITER: 11663 RES: 0.12047
Jacobi stage: ITER: 11731 RES: 0.11922
Jacobi stage: ITER: 11799 RES: 0.11798
Jacobi stage: ITER: 11885 RES: 0.11639
Jacobi stage: ITER: 11951 RES: 0.11525
Jacobi stage: ITER: 12019 RES: 0.11405
Jacobi stage: ITER: 12087 RES: 0.11287
Jacobi stage: ITER: 12153 RES: 0.1117
Jacobi stage: ITER: 12219 RES: 0.1106
Jacobi stage: ITER: 12287 RES: 0.10945
Jacobi stage: ITER: 12353 RES: 0.10832
Jacobi stage: ITER: 12425 RES: 0.10712
Jacobi stage: ITER: 12505 RES: 0.10581
Jacobi stage: ITER: 12571 RES: 0.10478
Jacobi stage: ITER: 12637 RES: 0.10369
Jacobi stage: ITER: 12705 RES: 0.10261
Jacobi stage: ITER: 12771 RES: 0.10161
Jacobi stage: ITER: 12839 RES: 0.10055
Jacobi stage: ITER: 12905 RES: 0.099508
Jacobi stage: ITER: 12971 RES: 0.098534
Jacobi stage: ITER: 13041 RES: 0.09745
Jacobi stage: ITER: 13123 RES: 0.09626
Jacobi stage: ITER: 13191 RES: 0.095259
Jacobi stage: ITER: 13257 RES: 0.094269
Jacobi stage: ITER: 13323 RES: 0.093347
Jacobi stage: ITER: 13391 RES: 0.092377
Jacobi stage: ITER: 13457 RES: 0.091417
Jacobi stage: ITER: 13525 RES: 0.090467
Jacobi stage: ITER: 13595 RES: 0.089527
Jacobi stage: ITER: 13667 RES: 0.088542
Jacobi stage: ITER: 13751 RES: 0.087407
Jacobi stage: ITER: 13819 RES: 0.086499
Jacobi stage: ITER: 13885 RES: 0.0856
Jacobi stage: ITER: 13953 RES: 0.08471
Jacobi stage: ITER: 14023 RES: 0.08383
Jacobi stage: ITER: 14091 RES: 0.082959
Jacobi stage: ITER: 14159 RES: 0.082097
Jacobi stage: ITER: 14243 RES: 0.081044
Jacobi stage: ITER: 14313 RES: 0.080153
Jacobi stage: ITER: 14379 RES: 0.079369
Jacobi stage: ITER: 14449 RES: 0.078496
Jacobi stage: ITER: 14519 RES: 0.07768
Jacobi stage: ITER: 14585 RES: 0.076873
Jacobi stage: ITER: 14651 RES: 0.076121
Jacobi stage: ITER: 14723 RES: 0.075283
Jacobi stage: ITER: 14791 RES: 0.074501
Jacobi stage: ITER: 14847 RES: 0.073863
Jacobi stage: ITER: 14899 RES: 0.073275
Jacobi stage: ITER: 14967 RES: 0.072514
Jacobi stage: ITER: 15033 RES: 0.07176
Jacobi stage: ITER: 15101 RES: 0.071015
Jacobi stage: ITER: 15169 RES: 0.070277
Jacobi stage: ITER: 15235 RES: 0.069589
Jacobi stage: ITER: 15317 RES: 0.068697
Jacobi stage: ITER: 15387 RES: 0.067983
Jacobi stage: ITER: 15455 RES: 0.067277
Jacobi stage: ITER: 15521 RES: 0.066578
Jacobi stage: ITER: 15589 RES: 0.065886
Jacobi stage: ITER: 15655 RES: 0.065242
Jacobi stage: ITER: 15723 RES: 0.064564
Jacobi stage: ITER: 15789 RES: 0.063893
Jacobi stage: ITER: 15855 RES: 0.063268
Jacobi stage: ITER: 15931 RES: 0.062533
Jacobi stage: ITER: 16011 RES: 0.06177
Jacobi stage: ITER: 16077 RES: 0.061128
Jacobi stage: ITER: 16143 RES: 0.06053
Jacobi stage: ITER: 16211 RES: 0.059901
Jacobi stage: ITER: 16277 RES: 0.059278
Jacobi stage: ITER: 16343 RES: 0.058699
Jacobi stage: ITER: 16411 RES: 0.058089
Jacobi stage: ITER: 16477 RES: 0.057485
Jacobi stage: ITER: 16543 RES: 0.056923
Jacobi stage: ITER: 16815 RES: 0.054593
Jacobi stage: ITER: 17091 RES: 0.052327
Jacobi stage: ITER: 17259 RES: 0.050994
Jacobi stage: ITER: 17331 RES: 0.050433
Jacobi stage: ITER: 17399 RES: 0.049909
Jacobi stage: ITER: 17465 RES: 0.049391
Jacobi stage: ITER: 17531 RES: 0.048908
Jacobi stage: ITER: 17599 RES: 0.048399
Jacobi stage: ITER: 17667 RES: 0.047897
Jacobi stage: ITER: 17733 RES: 0.047399
Jacobi stage: ITER: 17799 RES: 0.046935
Jacobi stage: ITER: 17873 RES: 0.04639
Jacobi stage: ITER: 17951 RES: 0.045852
Jacobi stage: ITER: 18019 RES: 0.045376
Jacobi stage: ITER: 18087 RES: 0.044904
Jacobi stage: ITER: 18149 RES: 0.044465
Jacobi stage: ITER: 18217 RES: 0.044003
Jacobi stage: ITER: 18283 RES: 0.043572
Jacobi stage: ITER: 18351 RES: 0.04312
Jacobi stage: ITER: 18419 RES: 0.042672
Jacobi stage: ITER: 18479 RES: 0.04228
Jacobi stage: ITER: 18559 RES: 0.041764
Jacobi stage: ITER: 18631 RES: 0.041304
Jacobi stage: ITER: 18697 RES: 0.040875
Jacobi stage: ITER: 18765 RES: 0.040451
Jacobi stage: ITER: 18831 RES: 0.040055
Jacobi stage: ITER: 18899 RES: 0.039639
Jacobi stage: ITER: 18967 RES: 0.039227
Jacobi stage: ITER: 19033 RES: 0.038819
Jacobi stage: ITER: 19099 RES: 0.038439
Jacobi stage: ITER: 19175 RES: 0.037993
Jacobi stage: ITER: 19253 RES: 0.037529
Jacobi stage: ITER: 19319 RES: 0.037162
Jacobi stage: ITER: 19387 RES: 0.036776
Jacobi stage: ITER: 19453 RES: 0.036394
Jacobi stage: ITER: 19521 RES: 0.036016
Jacobi stage: ITER: 19587 RES: 0.035663
Jacobi stage: ITER: 19655 RES: 0.035293
Jacobi stage: ITER: 19721 RES: 0.034926
Jacobi stage: ITER: 19787 RES: 0.034585
Jacobi stage: ITER: 19869 RES: 0.034141
Jacobi stage: ITER: 19941 RES: 0.033766
Jacobi stage: ITER: 20007 RES: 0.033435
Jacobi stage: ITER: 20075 RES: 0.033088
Jacobi stage: ITER: 20143 RES: 0.032744
Jacobi stage: ITER: 20209 RES: 0.032404
Jacobi stage: ITER: 20275 RES: 0.032087
Jacobi stage: ITER: 20343 RES: 0.031754
Jacobi stage: ITER: 20409 RES: 0.031424
Jacobi stage: ITER: 20483 RES: 0.031078
Jacobi stage: ITER: 20563 RES: 0.030698
Jacobi stage: ITER: 20629 RES: 0.030379
Jacobi stage: ITER: 20695 RES: 0.030082
Jacobi stage: ITER: 20763 RES: 0.02977
Jacobi stage: ITER: 20829 RES: 0.02946
Jacobi stage: ITER: 20895 RES: 0.029172
Jacobi stage: ITER: 20963 RES: 0.028869
Jacobi stage: ITER: 21031 RES: 0.028569
Jacobi stage: ITER: 21089 RES: 0.028307
Jacobi stage: ITER: 21171 RES: 0.027961
Jacobi stage: ITER: 21243 RES: 0.027654
Jacobi stage: ITER: 21311 RES: 0.027366
Jacobi stage: ITER: 21377 RES: 0.027082
Jacobi stage: ITER: 21443 RES: 0.026817
Jacobi stage: ITER: 21511 RES: 0.026539
Jacobi stage: ITER: 21577 RES: 0.026263
Jacobi stage: ITER: 21645 RES: 0.02599
Jacobi stage: ITER: 21711 RES: 0.025736
Jacobi stage: ITER: 21783 RES: 0.025453
Jacobi stage: ITER: 21865 RES: 0.025126
Jacobi stage: ITER: 21931 RES: 0.024881
Jacobi stage: ITER: 21999 RES: 0.024622
Jacobi stage: ITER: 22065 RES: 0.024366
Jacobi stage: ITER: 22131 RES: 0.024128
Jacobi stage: ITER: 22199 RES: 0.023877
Jacobi stage: ITER: 22267 RES: 0.023629
Jacobi stage: ITER: 22335 RES: 0.023383
Jacobi stage: ITER: 22401 RES: 0.023141
Jacobi stage: ITER: 22479 RES: 0.022872
Jacobi stage: ITER: 22553 RES: 0.022606
Jacobi stage: ITER: 22621 RES: 0.022372
Jacobi stage: ITER: 22685 RES: 0.022153
Jacobi stage: ITER: 22751 RES: 0.021936
Jacobi stage: ITER: 22819 RES: 0.021708
Jacobi stage: ITER: 22885 RES: 0.021483
Jacobi stage: ITER: 22951 RES: 0.021272
Jacobi stage: ITER: 23019 RES: 0.021051
Jacobi stage: ITER: 23091 RES: 0.02082
Jacobi stage: ITER: 23171 RES: 0.020566
Jacobi stage: ITER: 23239 RES: 0.020352
Jacobi stage: ITER: 23307 RES: 0.02014
Jacobi stage: ITER: 23371 RES: 0.019943
Jacobi stage: ITER: 23439 RES: 0.019736
Jacobi stage: ITER: 23505 RES: 0.019531
Jacobi stage: ITER: 23573 RES: 0.019328
Jacobi stage: ITER: 23641 RES: 0.019127
Jacobi stage: ITER: 23709 RES: 0.018929
Jacobi stage: ITER: 23787 RES: 0.018709
Jacobi stage: ITER: 23863 RES: 0.018492
Jacobi stage: ITER: 23929 RES: 0.0183
Jacobi stage: ITER: 23995 RES: 0.018121
Jacobi stage: ITER: 24063 RES: 0.017932
Jacobi stage: ITER: 24131 RES: 0.017746
Jacobi stage: ITER: 24197 RES: 0.017562
Jacobi stage: ITER: 24263 RES: 0.01739
Jacobi stage: ITER: 24331 RES: 0.017209
Jacobi stage: ITER: 24407 RES: 0.017009
Jacobi stage: ITER: 24475 RES: 0.016833
Jacobi stage: ITER: 24543 RES: 0.016658
Jacobi stage: ITER: 24609 RES: 0.016485
Jacobi stage: ITER: 24675 RES: 0.016323
Jacobi stage: ITER: 24743 RES: 0.016154
Jacobi stage: ITER: 24809 RES: 0.015986
Jacobi stage: ITER: 24875 RES: 0.01583
Jacobi stage: ITER: 24943 RES: 0.015665
Jacobi stage: ITER: 25019 RES: 0.015483
Jacobi stage: ITER: 25095 RES: 0.015304
Jacobi stage: ITER: 25163 RES: 0.015145
Jacobi stage: ITER: 25229 RES: 0.014987
Jacobi stage: ITER: 25295 RES: 0.014841
Jacobi stage: ITER: 25363 RES: 0.014686
Jacobi stage: ITER: 25429 RES: 0.014534
Jacobi stage: ITER: 25495 RES: 0.014392
Jacobi stage: ITER: 25563 RES: 0.014242
Jacobi stage: ITER: 25633 RES: 0.014085
Jacobi stage: ITER: 25715 RES: 0.013913
Jacobi stage: ITER: 25783 RES: 0.013769
Jacobi stage: ITER: 25849 RES: 0.013626
Jacobi stage: ITER: 25917 RES: 0.013484
Jacobi stage: ITER: 25983 RES: 0.013352
Jacobi stage: ITER: 26051 RES: 0.013214
Jacobi stage: ITER: 26117 RES: 0.013076
Jacobi stage: ITER: 26183 RES: 0.012948
Jacobi stage: ITER: 26251 RES: 0.012814
Jacobi stage: ITER: 26327 RES: 0.012665
Jacobi stage: ITER: 26403 RES: 0.012518
Jacobi stage: ITER: 26471 RES: 0.012388
Jacobi stage: ITER: 26539 RES: 0.012259
Jacobi stage: ITER: 26605 RES: 0.012132
Jacobi stage: ITER: 26671 RES: 0.012013
Jacobi stage: ITER: 26735 RES: 0.011896
Jacobi stage: ITER: 26803 RES: 0.011772
Jacobi stage: ITER: 26869 RES: 0.01165
Jacobi stage: ITER: 26939 RES: 0.011529
Jacobi stage: ITER: 27019 RES: 0.011388
Jacobi stage: ITER: 27087 RES: 0.01127
Jacobi stage: ITER: 27155 RES: 0.011153
Jacobi stage: ITER: 27223 RES: 0.011037
Jacobi stage: ITER: 27289 RES: 0.010922
Jacobi stage: ITER: 27355 RES: 0.010815
Jacobi stage: ITER: 27423 RES: 0.010703
Jacobi stage: ITER: 27489 RES: 0.010592
Jacobi stage: ITER: 27555 RES: 0.010488
Jacobi stage: ITER: 27633 RES: 0.01036
Jacobi stage: ITER: 27707 RES: 0.010246
Jacobi stage: ITER: 27775 RES: 0.010139
Jacobi stage: ITER: 27843 RES: 0.010034
Jacobi stage: ITER: 27909 RES: 0.0099299
Jacobi stage: ITER: 27975 RES: 0.0098327
Jacobi stage: ITER: 28043 RES: 0.0097306
Jacobi stage: ITER: 28109 RES: 0.0096295
Jacobi stage: ITER: 28175 RES: 0.0095353
Jacobi stage: ITER: 28247 RES: 0.0094304
Jacobi stage: ITER: 28513 RES: 0.0090501
Jacobi stage: ITER: 28787 RES: 0.0086797
Jacobi stage: ITER: 28943 RES: 0.0084742
Jacobi stage: ITER: 29011 RES: 0.0083862
Jacobi stage: ITER: 29077 RES: 0.008299
Jacobi stage: ITER: 29143 RES: 0.0082179
Jacobi stage: ITER: 29211 RES: 0.0081325
Jacobi stage: ITER: 29277 RES: 0.008048
Jacobi stage: ITER: 29343 RES: 0.0079692
Jacobi stage: ITER: 29411 RES: 0.0078864
Jacobi stage: ITER: 29489 RES: 0.0077901
Jacobi stage: ITER: 29563 RES: 0.0077044
Jacobi stage: ITER: 29631 RES: 0.0076244
Jacobi stage: ITER: 29697 RES: 0.0075452
Jacobi stage: ITER: 29763 RES: 0.0074714
Jacobi stage: ITER: 29823 RES: 0.0074028
Jacobi stage: ITER: 29889 RES: 0.0073259
Jacobi stage: ITER: 29955 RES: 0.0072542
Jacobi stage: ITER: 30023 RES: 0.0071789
Jacobi stage: ITER: 30095 RES: 0.0070999
Jacobi stage: ITER: 30175 RES: 0.0070132
Jacobi stage: ITER: 30243 RES: 0.0069403
Jacobi stage: ITER: 30309 RES: 0.0068682
Jacobi stage: ITER: 30375 RES: 0.006801
Jacobi stage: ITER: 30443 RES: 0.0067304
Jacobi stage: ITER: 30509 RES: 0.0066604
Jacobi stage: ITER: 30575 RES: 0.0065953
Jacobi stage: ITER: 30643 RES: 0.0065267
Jacobi stage: ITER: 30711 RES: 0.0064589
Jacobi stage: ITER: 30789 RES: 0.00638
Jacobi stage: ITER: 30865 RES: 0.006306
Jacobi stage: ITER: 30933 RES: 0.0062405
Jacobi stage: ITER: 31001 RES: 0.0061756
Jacobi stage: ITER: 31067 RES: 0.0061152
Jacobi stage: ITER: 31137 RES: 0.006048
Jacobi stage: ITER: 31203 RES: 0.0059888
Jacobi stage: ITER: 31271 RES: 0.0059266
Jacobi stage: ITER: 31337 RES: 0.005865
Jacobi stage: ITER: 31403 RES: 0.0058076
Jacobi stage: ITER: 31485 RES: 0.0057332
Jacobi stage: ITER: 31555 RES: 0.0056736
Jacobi stage: ITER: 31623 RES: 0.0056146
Jacobi stage: ITER: 31689 RES: 0.0055563
Jacobi stage: ITER: 31755 RES: 0.0055019
Jacobi stage: ITER: 31823 RES: 0.0054448
Jacobi stage: ITER: 31891 RES: 0.0053882
Jacobi stage: ITER: 31955 RES: 0.0053355
Jacobi stage: ITER: 32021 RES: 0.0052801
Jacobi stage: ITER: 32095 RES: 0.005222
Jacobi stage: ITER: 32175 RES: 0.0051582
Jacobi stage: ITER: 32243 RES: 0.0051046
Jacobi stage: ITER: 32309 RES: 0.0050516
Jacobi stage: ITER: 32375 RES: 0.0050022
Jacobi stage: ITER: 32443 RES: 0.0049502
Jacobi stage: ITER: 32509 RES: 0.0048987
Jacobi stage: ITER: 32575 RES: 0.0048508
Jacobi stage: ITER: 32643 RES: 0.0048004
Jacobi stage: ITER: 32711 RES: 0.0047505
Jacobi stage: ITER: 32791 RES: 0.0046925
Jacobi stage: ITER: 32863 RES: 0.0046409
Jacobi stage: ITER: 32931 RES: 0.0045927
Jacobi stage: ITER: 32991 RES: 0.0045506
Jacobi stage: ITER: 33057 RES: 0.0045033
Jacobi stage: ITER: 33123 RES: 0.0044592
Jacobi stage: ITER: 33191 RES: 0.0044129
Jacobi stage: ITER: 33259 RES: 0.004367
Jacobi stage: ITER: 33325 RES: 0.0043217
Jacobi stage: ITER: 33399 RES: 0.0042741
Jacobi stage: ITER: 33479 RES: 0.0042219
Jacobi stage: ITER: 33547 RES: 0.0041781
Jacobi stage: ITER: 33613 RES: 0.0041347
Jacobi stage: ITER: 33679 RES: 0.0040942
Jacobi stage: ITER: 33747 RES: 0.0040517
Jacobi stage: ITER: 33815 RES: 0.0040096
Jacobi stage: ITER: 33881 RES: 0.0039679
Jacobi stage: ITER: 33949 RES: 0.0039267
Jacobi stage: ITER: 34017 RES: 0.0038859
Jacobi stage: ITER: 34095 RES: 0.0038408
Jacobi stage: ITER: 34169 RES: 0.0037962
Jacobi stage: ITER: 34235 RES: 0.0037591
Jacobi stage: ITER: 34303 RES: 0.00372
Jacobi stage: ITER: 34371 RES: 0.0036814
Jacobi stage: ITER: 34437 RES: 0.0036431
Jacobi stage: ITER: 34503 RES: 0.0036075
Jacobi stage: ITER: 34571 RES: 0.00357
Jacobi stage: ITER: 34637 RES: 0.0035329
Jacobi stage: ITER: 34707 RES: 0.0034962
Jacobi stage: ITER: 34789 RES: 0.0034514
Jacobi stage: ITER: 34857 RES: 0.0034155
Jacobi stage: ITER: 34925 RES: 0.00338
Jacobi stage: ITER: 34991 RES: 0.0033469
Jacobi stage: ITER: 35059 RES: 0.0033122
Jacobi stage: ITER: 35127 RES: 0.0032778
Jacobi stage: ITER: 35193 RES: 0.0032437
Jacobi stage: ITER: 35255 RES: 0.0032139
Jacobi stage: ITER: 35323 RES: 0.0031805
Jacobi stage: ITER: 35399 RES: 0.0031436
Jacobi stage: ITER: 35469 RES: 0.0031091
Jacobi stage: ITER: 35535 RES: 0.0030786
Jacobi stage: ITER: 35603 RES: 0.0030467
Jacobi stage: ITER: 35669 RES: 0.003015
Jacobi stage: ITER: 35737 RES: 0.0029837
Jacobi stage: ITER: 35805 RES: 0.0029527
Jacobi stage: ITER: 35871 RES: 0.0029238
Jacobi stage: ITER: 35939 RES: 0.0028934
Jacobi stage: ITER: 36007 RES: 0.0028633
Jacobi stage: ITER: 36087 RES: 0.0028284
Jacobi stage: ITER: 36159 RES: 0.0027973
Jacobi stage: ITER: 36225 RES: 0.0027682
Jacobi stage: ITER: 36291 RES: 0.0027411
Jacobi stage: ITER: 36361 RES: 0.002711
Jacobi stage: ITER: 36427 RES: 0.0026844
Jacobi stage: ITER: 36495 RES: 0.0026566
Jacobi stage: ITER: 36561 RES: 0.002629
Jacobi stage: ITER: 36627 RES: 0.0026032
Jacobi stage: ITER: 36707 RES: 0.0025714
Jacobi stage: ITER: 36781 RES: 0.0025416
Jacobi stage: ITER: 36835 RES: 0.0025214
Jacobi stage: ITER: 36903 RES: 0.0024952
Jacobi stage: ITER: 36969 RES: 0.0024693
Jacobi stage: ITER: 37035 RES: 0.0024451
Jacobi stage: ITER: 37103 RES: 0.0024197
Jacobi stage: ITER: 37169 RES: 0.0023946
Jacobi stage: ITER: 37235 RES: 0.0023711
Jacobi stage: ITER: 37315 RES: 0.0023422
Jacobi stage: ITER: 37387 RES: 0.0023164
Jacobi stage: ITER: 37455 RES: 0.0022923
Jacobi stage: ITER: 37523 RES: 0.0022685
Jacobi stage: ITER: 37589 RES: 0.0022449
Jacobi stage: ITER: 37655 RES: 0.002223
Jacobi stage: ITER: 37723 RES: 0.0021999
Jacobi stage: ITER: 37789 RES: 0.002177
Jacobi stage: ITER: 37879 RES: 0.0021478
Jacobi stage: ITER: 37947 RES: 0.0021255
Jacobi stage: ITER: 38015 RES: 0.0021034
Jacobi stage: ITER: 38081 RES: 0.0020815
Jacobi stage: ITER: 38147 RES: 0.0020612
Jacobi stage: ITER: 38211 RES: 0.002041
Jacobi stage: ITER: 38279 RES: 0.0020198
Jacobi stage: ITER: 38349 RES: 0.0019976
Jacobi stage: ITER: 38431 RES: 0.0019732
Jacobi stage: ITER: 38497 RES: 0.0019527
Jacobi stage: ITER: 38565 RES: 0.0019324
Jacobi stage: ITER: 38633 RES: 0.0019123
Jacobi stage: ITER: 38699 RES: 0.0018936
Jacobi stage: ITER: 38759 RES: 0.0018763
Jacobi stage: ITER: 38825 RES: 0.0018568
Jacobi stage: ITER: 38891 RES: 0.0018386
Jacobi stage: ITER: 38959 RES: 0.0018195
Jacobi stage: ITER: 39037 RES: 0.0017973
Jacobi stage: ITER: 39111 RES: 0.0017775
Jacobi stage: ITER: 39179 RES: 0.001759
Jacobi stage: ITER: 39245 RES: 0.0017408
Jacobi stage: ITER: 39311 RES: 0.0017237
Jacobi stage: ITER: 39379 RES: 0.0017058
Jacobi stage: ITER: 39445 RES: 0.0016881
Jacobi stage: ITER: 39511 RES: 0.0016716
Jacobi stage: ITER: 39579 RES: 0.0016542
Jacobi stage: ITER: 39651 RES: 0.001636
Jacobi stage: ITER: 39733 RES: 0.001615
Jacobi stage: ITER: 39799 RES: 0.0015992
Jacobi stage: ITER: 39867 RES: 0.0015826
Jacobi stage: ITER: 39933 RES: 0.0015662
Jacobi stage: ITER: 40147 RES: 0.001516
Jacobi stage: ITER: 40421 RES: 0.0014531
Jacobi stage: ITER: 40645 RES: 0.0014039
Jacobi stage: ITER: 40711 RES: 0.0013902
Jacobi stage: ITER: 40779 RES: 0.0013758
Jacobi stage: ITER: 40845 RES: 0.0013615
Jacobi stage: ITER: 40919 RES: 0.0013465
Jacobi stage: ITER: 40985 RES: 0.0013325
Jacobi stage: ITER: 41053 RES: 0.0013186
Jacobi stage: ITER: 41119 RES: 0.0013057
Jacobi stage: ITER: 41187 RES: 0.0012922
Jacobi stage: ITER: 41255 RES: 0.0012788
Jacobi stage: ITER: 41321 RES: 0.0012655
Jacobi stage: ITER: 41387 RES: 0.0012531
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Jacobi stage: ITER: 41605 RES: 0.0012115
Jacobi stage: ITER: 41675 RES: 0.0011989
Jacobi stage: ITER: 41741 RES: 0.0011864
Jacobi stage: ITER: 41807 RES: 0.0011748
Jacobi stage: ITER: 41875 RES: 0.0011626
Jacobi stage: ITER: 41941 RES: 0.0011505
Jacobi stage: ITER: 42007 RES: 0.0011393
Jacobi stage: ITER: 42075 RES: 0.0011274
Jacobi stage: ITER: 42141 RES: 0.0011157
Jacobi stage: ITER: 42219 RES: 0.0011028
Jacobi stage: ITER: 42295 RES: 0.00109
Jacobi stage: ITER: 42361 RES: 0.0010786
Jacobi stage: ITER: 42427 RES: 0.0010681
Jacobi stage: ITER: 42495 RES: 0.001057
Jacobi stage: ITER: 42561 RES: 0.001046
Jacobi stage: ITER: 42627 RES: 0.0010358
Jacobi stage: ITER: 42695 RES: 0.001025
Jacobi stage: ITER: 42761 RES: 0.0010144
Jacobi stage: ITER: 42831 RES: 0.0010038
Jacobi stage: ITER: 42913 RES: 0.00099095
Jacobi stage: ITER: 42981 RES: 0.00098065
Jacobi stage: ITER: 43049 RES: 0.00097046
Jacobi stage: ITER: 43115 RES: 0.00096097
Jacobi stage: ITER: 43183 RES: 0.00095098
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Jacobi stage: ITER: 43315 RES: 0.0009319
Jacobi stage: ITER: 43383 RES: 0.00092221
Jacobi stage: ITER: 43449 RES: 0.00091263
Jacobi stage: ITER: 43525 RES: 0.00090204
Jacobi stage: ITER: 43601 RES: 0.00089157
Jacobi stage: ITER: 43669 RES: 0.00088231
Jacobi stage: ITER: 43735 RES: 0.00087368
Jacobi stage: ITER: 43803 RES: 0.0008646
Jacobi stage: ITER: 43869 RES: 0.00085561
Jacobi stage: ITER: 43935 RES: 0.00084724
Jacobi stage: ITER: 44003 RES: 0.00083844
Jacobi stage: ITER: 44069 RES: 0.00082973
Jacobi stage: ITER: 44139 RES: 0.00082111
Jacobi stage: ITER: 44221 RES: 0.00081058
Jacobi stage: ITER: 44289 RES: 0.00080216
Jacobi stage: ITER: 44351 RES: 0.0007948
Jacobi stage: ITER: 44419 RES: 0.00078654
Jacobi stage: ITER: 44485 RES: 0.00077837
Jacobi stage: ITER: 44551 RES: 0.00077076
Jacobi stage: ITER: 44619 RES: 0.00076275
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Jacobi stage: ITER: 44831 RES: 0.00073831
Jacobi stage: ITER: 44905 RES: 0.00072974
Jacobi stage: ITER: 44971 RES: 0.0007226
Jacobi stage: ITER: 45039 RES: 0.00071509
Jacobi stage: ITER: 45105 RES: 0.00070766
Jacobi stage: ITER: 45171 RES: 0.00070074
Jacobi stage: ITER: 45239 RES: 0.00069346
Jacobi stage: ITER: 45305 RES: 0.00068625
Jacobi stage: ITER: 45373 RES: 0.00067912
Jacobi stage: ITER: 45443 RES: 0.00067207
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Jacobi stage: ITER: 45593 RES: 0.00065656
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Jacobi stage: ITER: 45793 RES: 0.00063669
Jacobi stage: ITER: 45859 RES: 0.00063047
Jacobi stage: ITER: 45927 RES: 0.00062392
Jacobi stage: ITER: 45993 RES: 0.00061743
Jacobi stage: ITER: 46059 RES: 0.00061139
Jacobi stage: ITER: 46139 RES: 0.00060393
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Jacobi stage: ITER: 46279 RES: 0.00059108
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Jacobi stage: ITER: 46547 RES: 0.00056724
Jacobi stage: ITER: 46613 RES: 0.00056135
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Jacobi stage: ITER: 46963 RES: 0.00053213
Jacobi stage: ITER: 47029 RES: 0.0005266
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Jacobi stage: ITER: 47163 RES: 0.00051603
Jacobi stage: ITER: 47229 RES: 0.00051067
Jacobi stage: ITER: 47295 RES: 0.00050567
Jacobi stage: ITER: 47363 RES: 0.00050042
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Jacobi stage: ITER: 47515 RES: 0.00048887
Jacobi stage: ITER: 47583 RES: 0.00048379
Jacobi stage: ITER: 47649 RES: 0.00047876
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Jacobi stage: ITER: 47849 RES: 0.00046428
Jacobi stage: ITER: 47915 RES: 0.00045974
Jacobi stage: ITER: 47983 RES: 0.00045496
Jacobi stage: ITER: 48055 RES: 0.00044996
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Jacobi stage: ITER: 48269 RES: 0.00043527
Jacobi stage: ITER: 48335 RES: 0.00043101
Jacobi stage: ITER: 48403 RES: 0.00042654
Jacobi stage: ITER: 48469 RES: 0.0004221
Jacobi stage: ITER: 48537 RES: 0.00041772
Jacobi stage: ITER: 48603 RES: 0.00041363
Jacobi stage: ITER: 48671 RES: 0.00040933
Jacobi stage: ITER: 48751 RES: 0.00040434
Jacobi stage: ITER: 48823 RES: 0.00039989
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Jacobi stage: ITER: 48955 RES: 0.00039186
Jacobi stage: ITER: 49023 RES: 0.00038779
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Jacobi stage: ITER: 49155 RES: 0.00038001
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Jacobi stage: ITER: 49291 RES: 0.00037215
Jacobi stage: ITER: 49363 RES: 0.00036806
Jacobi stage: ITER: 49443 RES: 0.00036356
Jacobi stage: ITER: 49509 RES: 0.00035979
Jacobi stage: ITER: 49575 RES: 0.00035627
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Jacobi stage: ITER: 50051 RES: 0.00033115
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Jacobi stage: ITER: 50255 RES: 0.00032093
Jacobi stage: ITER: 50323 RES: 0.0003176
Jacobi stage: ITER: 50389 RES: 0.0003143
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Jacobi stage: ITER: 50663 RES: 0.00030144
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Jacobi stage: ITER: 51009 RES: 0.00028575
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Jacobi stage: ITER: 51135 RES: 0.00028036
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Jacobi stage: ITER: 51421 RES: 0.00026822
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Jacobi stage: ITER: 51555 RES: 0.00026284
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Jacobi stage: ITER: 53353 RES: 0.00019935
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Jacobi stage: ITER: 53555 RES: 0.00019332
Jacobi stage: ITER: 53631 RES: 0.00019108
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Jacobi stage: ITER: 53831 RES: 0.00018529
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Jacobi stage: ITER: 54167 RES: 0.00017597
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Jacobi stage: ITER: 54319 RES: 0.00017191
Jacobi stage: ITER: 54387 RES: 0.00017013
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Jacobi stage: ITER: 54655 RES: 0.00016327
Jacobi stage: ITER: 54721 RES: 0.00016157
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Jacobi stage: ITER: 54931 RES: 0.00015649
Jacobi stage: ITER: 54999 RES: 0.00015486
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Jacobi stage: ITER: 55133 RES: 0.00015166
Jacobi stage: ITER: 55199 RES: 0.00015018
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Jacobi stage: ITER: 55753 RES: 0.00013788
Jacobi stage: ITER: 55819 RES: 0.00013654
Jacobi stage: ITER: 55887 RES: 0.00013512
Jacobi stage: ITER: 55955 RES: 0.00013371
Jacobi stage: ITER: 56021 RES: 0.00013232
Jacobi stage: ITER: 56087 RES: 0.00013103
Jacobi stage: ITER: 56163 RES: 0.00012951
Jacobi stage: ITER: 56241 RES: 0.00012793
Jacobi stage: ITER: 56307 RES: 0.00012668
Jacobi stage: ITER: 56375 RES: 0.00012536
Jacobi stage: ITER: 56443 RES: 0.00012406
Jacobi stage: ITER: 56509 RES: 0.00012277
Jacobi stage: ITER: 56575 RES: 0.00012157
Jacobi stage: ITER: 56643 RES: 0.0001203
Jacobi stage: ITER: 56709 RES: 0.00011905
Jacobi stage: ITER: 56771 RES: 0.00011796
Jacobi stage: ITER: 56837 RES: 0.00011674
Jacobi stage: ITER: 56903 RES: 0.00011559
Jacobi stage: ITER: 56971 RES: 0.00011439
Jacobi stage: ITER: 57037 RES: 0.0001132
Jacobi stage: ITER: 57103 RES: 0.0001121
Jacobi stage: ITER: 57171 RES: 0.00011093
Jacobi stage: ITER: 57239 RES: 0.00010978
Jacobi stage: ITER: 57305 RES: 0.00010864
Jacobi stage: ITER: 57371 RES: 0.00010758
Jacobi stage: ITER: 57451 RES: 0.00010626
Jacobi stage: ITER: 57523 RES: 0.00010509
Jacobi stage: ITER: 57591 RES: 0.000104
Jacobi stage: ITER: 57651 RES: 0.00010305
Jacobi stage: ITER: 57709 RES: 0.0001021
Jacobi stage: ITER: 57777 RES: 0.00010104
Jacobi stage: ITER: 57843 RES: 0.00010005
Jacobi stage: ITER: 57911 RES: 9.9013e-05
Jacobi stage: ITER: 57979 RES: 9.7984e-05
Jacobi stage: ITER: 58061 RES: 9.6728e-05
Jacobi stage: ITER: 58131 RES: 9.5723e-05
Jacobi stage: ITER: 58199 RES: 9.4729e-05
Jacobi stage: ITER: 58265 RES: 9.3744e-05
Jacobi stage: ITER: 58333 RES: 9.277e-05
Jacobi stage: ITER: 58399 RES: 9.1863e-05
Jacobi stage: ITER: 58467 RES: 9.0908e-05
Jacobi stage: ITER: 58535 RES: 8.9964e-05
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Jacobi stage: ITER: 58675 RES: 8.805e-05
Jacobi stage: ITER: 58755 RES: 8.6974e-05
Jacobi stage: ITER: 58821 RES: 8.6071e-05
Jacobi stage: ITER: 58887 RES: 8.5229e-05
Jacobi stage: ITER: 58955 RES: 8.4343e-05
Jacobi stage: ITER: 59021 RES: 8.3467e-05
Jacobi stage: ITER: 59087 RES: 8.265e-05
Jacobi stage: ITER: 59155 RES: 8.1791e-05
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Jacobi stage: ITER: 59369 RES: 7.9122e-05
Jacobi stage: ITER: 59443 RES: 7.8252e-05
Jacobi stage: ITER: 59511 RES: 7.7439e-05
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Jacobi stage: ITER: 59713 RES: 7.505e-05
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Jacobi stage: ITER: 60059 RES: 7.1187e-05
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Jacobi stage: ITER: 60195 RES: 6.9716e-05
Jacobi stage: ITER: 60263 RES: 6.8991e-05
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Jacobi stage: ITER: 60397 RES: 6.7565e-05
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Jacobi stage: ITER: 60531 RES: 6.6209e-05
Jacobi stage: ITER: 60599 RES: 6.5521e-05
Jacobi stage: ITER: 60679 RES: 6.4721e-05
Jacobi stage: ITER: 60753 RES: 6.397e-05
Jacobi stage: ITER: 60819 RES: 6.3344e-05
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Jacobi stage: ITER: 61219 RES: 5.9569e-05
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Jacobi stage: ITER: 61439 RES: 5.759e-05
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Jacobi stage: ITER: 61571 RES: 5.6434e-05
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Jacobi stage: ITER: 61771 RES: 5.4727e-05
Jacobi stage: ITER: 61839 RES: 5.4158e-05
Jacobi stage: ITER: 61907 RES: 5.3595e-05
Jacobi stage: ITER: 61983 RES: 5.2973e-05
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Jacobi stage: ITER: 62127 RES: 5.1814e-05
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Jacobi stage: ITER: 62395 RES: 4.9725e-05
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Jacobi stage: ITER: 62597 RES: 4.8191e-05
Jacobi stage: ITER: 62679 RES: 4.7602e-05
Jacobi stage: ITER: 62747 RES: 4.7108e-05
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Jacobi stage: ITER: 62949 RES: 4.5654e-05
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Jacobi stage: ITER: 63215 RES: 4.384e-05
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Jacobi stage: ITER: 64211 RES: 3.7621e-05
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Jacobi stage: ITER: 84615 RES: 1.638e-06
Jacobi stage: ITER: 84683 RES: 1.621e-06
Jacobi stage: ITER: 84751 RES: 1.6041e-06
Jacobi stage: ITER: 84815 RES: 1.5884e-06
Jacobi stage: ITER: 84883 RES: 1.5719e-06
Jacobi stage: ITER: 84949 RES: 1.5556e-06
Jacobi stage: ITER: 85017 RES: 1.5394e-06
Jacobi stage: ITER: 85093 RES: 1.5216e-06
Jacobi stage: ITER: 85171 RES: 1.5039e-06
Jacobi stage: ITER: 85237 RES: 1.4883e-06
Jacobi stage: ITER: 85303 RES: 1.4737e-06
Jacobi stage: ITER: 85371 RES: 1.4584e-06
Jacobi stage: ITER: 85439 RES: 1.4433e-06
Jacobi stage: ITER: 85505 RES: 1.4283e-06
Jacobi stage: ITER: 85571 RES: 1.4143e-06
Jacobi stage: ITER: 85639 RES: 1.3996e-06
Jacobi stage: ITER: 85707 RES: 1.3851e-06
Jacobi stage: ITER: 85787 RES: 1.3681e-06
Jacobi stage: ITER: 85857 RES: 1.3531e-06
Jacobi stage: ITER: 85925 RES: 1.339e-06
Jacobi stage: ITER: 85991 RES: 1.3259e-06
Jacobi stage: ITER: 86059 RES: 1.3122e-06
Jacobi stage: ITER: 86125 RES: 1.2985e-06
Jacobi stage: ITER: 86191 RES: 1.2858e-06
Jacobi stage: ITER: 86259 RES: 1.2725e-06
Jacobi stage: ITER: 86325 RES: 1.2592e-06
Jacobi stage: ITER: 86399 RES: 1.2454e-06
Jacobi stage: ITER: 86479 RES: 1.2302e-06
Jacobi stage: ITER: 86545 RES: 1.2174e-06
Jacobi stage: ITER: 86611 RES: 1.2055e-06
Jacobi stage: ITER: 86679 RES: 1.193e-06
Jacobi stage: ITER: 86747 RES: 1.1806e-06
Jacobi stage: ITER: 86813 RES: 1.1683e-06
Jacobi stage: ITER: 86879 RES: 1.1569e-06
Jacobi stage: ITER: 86947 RES: 1.1449e-06
Jacobi stage: ITER: 87123 RES: 1.1143e-06
Jacobi stage: ITER: 87399 RES: 1.0681e-06
Jacobi stage: ITER: 87659 RES: 1.0263e-06
Jacobi stage: ITER: 87727 RES: 1.0156e-06
Jacobi stage: ITER: 87795 RES: 1.005e-06
Vector x = [ 0.999999, 0.999999, 0.999998, 0.999999, 0.999999 ]
The following example shows how to employ timer (TNL::Timer) to the monitor of iterative solvers:
1#include <iostream>
2#include <memory>
3#include <chrono>
4#include <thread>
5#include <TNL/Timer.h>
6#include <TNL/Matrices/SparseMatrix.h>
7#include <TNL/Devices/Sequential.h>
8#include <TNL/Devices/Cuda.h>
9#include <TNL/Solvers/Linear/Jacobi.h>
10
11template< typename Device >
12void
13iterativeLinearSolverExample()
14{
15 /***
16 * Set the following matrix (dots represent zero matrix elements):
17 *
18 * / 2.5 -1 . . . \
19 * | -1 2.5 -1 . . |
20 * | . -1 2.5 -1. . |
21 * | . . -1 2.5 -1 |
22 * \ . . . -1 2.5 /
23 */
26 const int size( 5 );
28 matrix_ptr->setDimensions( size, size );
29 matrix_ptr->setRowCapacities( Vector( { 2, 3, 3, 3, 2 } ) );
30
32 {
33 const int rowIdx = row.getRowIndex();
34 if( rowIdx == 0 ) {
35 row.setElement( 0, rowIdx, 2.5 ); // diagonal element
36 row.setElement( 1, rowIdx + 1, -1 ); // element above the diagonal
37 }
38 else if( rowIdx == size - 1 ) {
39 row.setElement( 0, rowIdx - 1, -1.0 ); // element below the diagonal
40 row.setElement( 1, rowIdx, 2.5 ); // diagonal element
41 }
42 else {
43 row.setElement( 0, rowIdx - 1, -1.0 ); // element below the diagonal
44 row.setElement( 1, rowIdx, 2.5 ); // diagonal element
45 row.setElement( 2, rowIdx + 1, -1.0 ); // element above the diagonal
46 }
47 };
48
49 /***
50 * Set the matrix elements.
51 */
52 matrix_ptr->forAllRows( f );
54
55 /***
56 * Set the right-hand side vector.
57 */
58 Vector x( size, 1.0 );
59 Vector b( size );
60 matrix_ptr->vectorProduct( x, b );
61 x = 0.0;
63
64 /***
65 * Setup solver of the linear system.
66 */
68 LinearSolver solver;
69 solver.setMatrix( matrix_ptr );
70 solver.setOmega( 0.0005 );
71
72 /***
73 * Setup monitor of the iterative solver.
74 */
76 IterativeSolverMonitorType monitor;
77 TNL::Solvers::SolverMonitorThread mmonitorThread( monitor );
78 monitor.setRefreshRate( 10 ); // refresh rate in milliseconds
79 monitor.setVerbose( 1 );
80 monitor.setStage( "Jacobi stage:" );
81 TNL::Timer timer;
82 monitor.setTimer( timer );
83 timer.start();
84 solver.setSolverMonitor( monitor );
85 solver.setConvergenceResidue( 1.0e-6 );
86 solver.solve( b, x );
87 monitor.stopMainLoop();
89}
90
91int
92main( int argc, char* argv[] )
93{
95 iterativeLinearSolverExample< TNL::Devices::Sequential >();
96
97#ifdef __CUDACC__
99 iterativeLinearSolverExample< TNL::Devices::Cuda >();
100#endif
101}
The result looks as follows:
Solving linear system on host:
Row: 0 -> 0:2.5 1:-1
Row: 1 -> 0:-1 1:2.5 2:-1
Row: 2 -> 1:-1 2:2.5 3:-1
Row: 3 -> 2:-1 3:2.5 4:-1
Row: 4 -> 3:-1 4:2.5
Vector b = [ 1.5, 0.5, 0.5, 0.5, 1.5 ]
ELA: 0
ELA: 0.10107 Jacobi stage: ITER: 25287 RES: 0.014859
ELA: 0.20116 Jacobi stage: ITER: 50895 RES: 0.0002907
ELA: 0.30126 Jacobi stage: ITER: 78809 RES: 3.9947e-06
Vector x = [ 0.999999, 0.999999, 0.999998, 0.999999, 0.999999 ]
Solving linear system on CUDA device:
Row: 0 -> 0:2.5 1:-1
Row: 1 -> 0:-1 1:2.5 2:-1
Row: 2 -> 1:-1 2:2.5 3:-1
Row: 3 -> 2:-1 3:2.5 4:-1
Row: 4 -> 3:-1 4:2.5
Vector b = [ 1.5, 0.5, 0.5, 0.5, 1.5 ]
ELA:1.4883e-
ELA: 0.1001 Jacobi stage: ITER: 51 RES: 0.98356
ELA: 0.20021 Jacobi stage: ITER: 83 RES: 0.97287
ELA: 0.30082 Jacobi stage: ITER: 167 RES: 0.9458
ELA: 0.40091 Jacobi stage: ITER: 227 RES: 0.9273
ELA: 0.50182 Jacobi stage: ITER: 295 RES: 0.90713
ELA: 0.60191 Jacobi stage: ITER: 357 RES: 0.88889
ELA: 0.70282 Jacobi stage: ITER: 461 RES: 0.86067
ELA: 0.80292 Jacobi stage: ITER: 489 RES: 0.85335
ELA: 0.90301 Jacobi stage: ITER: 533 RES: 0.8421
ELA: 1.0031 Jacobi stage: ITER: 567 RES: 0.83409
ELA: 1.1032 Jacobi stage: ITER: 593 RES: 0.8272
ELA: 1.2033 Jacobi stage: ITER: 625 RES: 0.81946
ELA: 1.3034 Jacobi stage: ITER: 667 RES: 0.80998
ELA: 1.4035 Jacobi stage: ITER: 711 RES: 0.79978
ELA: 1.5036 Jacobi stage: ITER: 743 RES: 0.79252
ELA: 1.6037 Jacobi stage: ITER: 763 RES: 0.78805
ELA: 1.7038 Jacobi stage: ITER: 787 RES: 0.78275
ELA: 1.8039 Jacobi stage: ITER: 815 RES: 0.77664
ELA: 1.904 Jacobi stage: ITER: 829 RES: 0.7732
ELA: 2.0048 Jacobi stage: ITER: 845 RES: 0.76978
ELA: 2.1049 Jacobi stage: ITER: 871 RES: 0.76471
ELA: 2.205 Jacobi stage: ITER: 887 RES: 0.76136
ELA: 2.3051 Jacobi stage: ITER: 917 RES: 0.75476
ELA: 2.4058 Jacobi stage: ITER: 947 RES: 0.74907
ELA: 2.5059 Jacobi stage: ITER: 981 RES: 0.74187
ELA: 2.606 Jacobi stage: ITER: 1013 RES: 0.73559
ELA: 2.7061 Jacobi stage: ITER: 1047 RES: 0.72941
ELA: 2.8062 Jacobi stage: ITER: 1091 RES: 0.72107
ELA: 2.9063 Jacobi stage: ITER: 1145 RES: 0.71072
ELA: 3.0064 Jacobi stage: ITER: 1219 RES: 0.69783
ELA: 3.1065 Jacobi stage: ITER: 1291 RES: 0.68538
ELA: 3.2068 Jacobi stage: ITER: 1331 RES: 0.67864
ELA: 3.3069 Jacobi stage: ITER: 1387 RES: 0.66943
ELA: 3.4078 Jacobi stage: ITER: 1455 RES: 0.65856
ELA: 3.5079 Jacobi stage: ITER: 1525 RES: 0.64741
ELA: 3.608 Jacobi stage: ITER: 1571 RES: 0.64078
ELA: 3.7081 Jacobi stage: ITER: 1643 RES: 0.63019
ELA: 3.8082 Jacobi stage: ITER: 1699 RES: 0.62219
ELA: 3.9083 Jacobi stage: ITER: 1751 RES: 0.61492
ELA: 4.0084 Jacobi stage: ITER: 1813 RES: 0.6062
ELA: 4.1085 Jacobi stage: ITER: 1857 RES: 0.60034
ELA: 4.2086 Jacobi stage: ITER: 1903 RES: 0.59458
ELA: 4.3087 Jacobi stage: ITER: 1949 RES: 0.58841
ELA: 4.4088 Jacobi stage: ITER: 1995 RES: 0.58286
ELA: 4.5098 Jacobi stage: ITER: 2047 RES: 0.57643
ELA: 4.6099 Jacobi stage: ITER: 2103 RES: 0.56964
ELA: 4.71 Jacobi stage: ITER: 2173 RES: 0.56113
ELA: 4.8101 Jacobi stage: ITER: 2219 RES: 0.55604
ELA: 4.9102 Jacobi stage: ITER: 2265 RES: 0.55058
ELA: 5.0103 Jacobi stage: ITER: 2311 RES: 0.54566
ELA: 5.1104 Jacobi stage: ITER: 2377 RES: 0.5382
ELA: 5.2105 Jacobi stage: ITER: 2429 RES: 0.53262
ELA: 5.3298 Jacobi stage: ITER: 2499 RES: 0.52548
ELA: 5.4308 Jacobi stage: ITER: 2555 RES: 0.51972
ELA: 5.5309 Jacobi stage: ITER: 2619 RES: 0.51327
ELA: 5.631 Jacobi stage: ITER: 2681 RES: 0.50695
ELA: 5.7328 Jacobi stage: ITER: 2743 RES: 0.50115
ELA: 5.8348 Jacobi stage: ITER: 2811 RES: 0.49471
ELA: 5.9388 Jacobi stage: ITER: 2919 RES: 0.48475
ELA: 6.0398 Jacobi stage: ITER: 2967 RES: 0.48044
ELA: 6.1399 Jacobi stage: ITER: 3003 RES: 0.47724
ELA: 6.24 Jacobi stage: ITER: 3045 RES: 0.47337
ELA: 6.3401 Jacobi stage: ITER: 3089 RES: 0.46956
ELA: 6.4402 Jacobi stage: ITER: 3127 RES: 0.46648
ELA: 6.5403 Jacobi stage: ITER: 3183 RES: 0.46174
ELA: 6.6404 Jacobi stage: ITER: 3231 RES: 0.45774
ELA: 6.7405 Jacobi stage: ITER: 3319 RES: 0.45055
ELA: 6.8406 Jacobi stage: ITER: 3371 RES: 0.44638
ELA: 6.9407 Jacobi stage: ITER: 3399 RES: 0.44416
ELA: 7.0408 Jacobi stage: ITER: 3439 RES: 0.44102
ELA: 7.1409 Jacobi stage: ITER: 3495 RES: 0.43668
ELA: 7.241 Jacobi stage: ITER: 3559 RES: 0.43179
ELA: 7.3418 Jacobi stage: ITER: 3591 RES: 0.42938
ELA: 7.4419 Jacobi stage: ITER: 3633 RES: 0.42609
ELA: 7.542 Jacobi stage: ITER: 3695 RES: 0.42167
ELA: 7.6421 Jacobi stage: ITER: 3747 RES: 0.41789
ELA: 7.7422 Jacobi stage: ITER: 3893 RES: 0.40739
ELA: 7.8424 Jacobi stage: ITER: 4177 RES: 0.38826
ELA: 7.9425 Jacobi stage: ITER: 4391 RES: 0.37476
ELA: 8.0426 Jacobi stage: ITER: 4463 RES: 0.37032
ELA: 8.1428 Jacobi stage: ITER: 4499 RES: 0.36812
ELA: 8.2428 Jacobi stage: ITER: 4557 RES: 0.3645
ELA: 8.3429 Jacobi stage: ITER: 4643 RES: 0.3595
ELA: 8.443 Jacobi stage: ITER: 4713 RES: 0.35528
ELA: 8.5431 Jacobi stage: ITER: 4781 RES: 0.35136
ELA: 8.6432 Jacobi stage: ITER: 4847 RES: 0.34772
ELA: 8.7433 Jacobi stage: ITER: 4915 RES: 0.3439
ELA: 8.8434 Jacobi stage: ITER: 4983 RES: 0.34013
ELA: 8.9435 Jacobi stage: ITER: 5051 RES: 0.33641
ELA: 9.0436 Jacobi stage: ITER: 5115 RES: 0.33295
ELA: 9.1437 Jacobi stage: ITER: 5181 RES: 0.32933
ELA: 9.2438 Jacobi stage: ITER: 5263 RES: 0.32512
ELA: 9.3439 Jacobi stage: ITER: 5333 RES: 0.32139
ELA: 9.444 Jacobi stage: ITER: 5401 RES: 0.31792
ELA: 9.5441 Jacobi stage: ITER: 5465 RES: 0.31468
ELA: 9.6442 Jacobi stage: ITER: 5529 RES: 0.31149
ELA: 9.7443 Jacobi stage: ITER: 5597 RES: 0.30814
ELA: 9.8444 Jacobi stage: ITER: 5665 RES: 0.30483
ELA: 9.9445 Jacobi stage: ITER: 5731 RES: 0.30175
ELA: 10.045 Jacobi stage: ITER: 5811 RES: 0.29795
ELA: 10.145 Jacobi stage: ITER: 5887 RES: 0.29439
ELA: 10.246 Jacobi stage: ITER: 5957 RES: 0.29106
ELA: 10.346 Jacobi stage: ITER: 6025 RES: 0.28795
ELA: 10.446 Jacobi stage: ITER: 6093 RES: 0.28489
ELA: 10.546 Jacobi stage: ITER: 6159 RES: 0.28203
ELA: 10.646 Jacobi stage: ITER: 6227 RES: 0.27903
ELA: 10.746 Jacobi stage: ITER: 6295 RES: 0.27607
ELA: 10.846 Jacobi stage: ITER: 6361 RES: 0.27314
ELA: 10.947 Jacobi stage: ITER: 6429 RES: 0.27024
ELA: 11.047 Jacobi stage: ITER: 6507 RES: 0.26705
ELA: 11.147 Jacobi stage: ITER: 6577 RES: 0.26406
ELA: 11.247 Jacobi stage: ITER: 6643 RES: 0.26143
ELA: 11.347 Jacobi stage: ITER: 6711 RES: 0.25867
ELA: 11.447 Jacobi stage: ITER: 6777 RES: 0.25594
ELA: 11.547 Jacobi stage: ITER: 6843 RES: 0.25339
ELA: 11.647 Jacobi stage: ITER: 6907 RES: 0.25088
ELA: 11.747 Jacobi stage: ITER: 6975 RES: 0.24824
ELA: 11.847 Jacobi stage: ITER: 7043 RES: 0.24562
ELA: 11.948 Jacobi stage: ITER: 7115 RES: 0.24289
ELA: 12.048 Jacobi stage: ITER: 7195 RES: 0.23988
ELA: 12.148 Jacobi stage: ITER: 7255 RES: 0.23766
ELA: 12.248 Jacobi stage: ITER: 7311 RES: 0.2356
ELA: 12.348 Jacobi stage: ITER: 7363 RES: 0.23371
ELA: 12.448 Jacobi stage: ITER: 7431 RES: 0.23125
ELA: 12.548 Jacobi stage: ITER: 7501 RES: 0.22869
ELA: 12.648 Jacobi stage: ITER: 7567 RES: 0.22643
ELA: 12.748 Jacobi stage: ITER: 7635 RES: 0.22405
ELA: 12.848 Jacobi stage: ITER: 7713 RES: 0.2213
ELA: 12.949 Jacobi stage: ITER: 7789 RES: 0.21871
ELA: 13.049 Jacobi stage: ITER: 7855 RES: 0.21655
ELA: 13.149 Jacobi stage: ITER: 7923 RES: 0.21429
ELA: 13.249 Jacobi stage: ITER: 7991 RES: 0.21204
ELA: 13.349 Jacobi stage: ITER: 8059 RES: 0.20983
ELA: 13.449 Jacobi stage: ITER: 8125 RES: 0.20763
ELA: 13.549 Jacobi stage: ITER: 8189 RES: 0.20559
ELA: 13.649 Jacobi stage: ITER: 8255 RES: 0.20357
ELA: 13.749 Jacobi stage: ITER: 8325 RES: 0.20131
ELA: 13.85 Jacobi stage: ITER: 8407 RES: 0.19884
ELA: 13.95 Jacobi stage: ITER: 8479 RES: 0.19665
ELA: 14.05 Jacobi stage: ITER: 8547 RES: 0.19459
ELA: 14.15 Jacobi stage: ITER: 8615 RES: 0.19256
ELA: 14.25 Jacobi stage: ITER: 8683 RES: 0.19055
ELA: 14.35 Jacobi stage: ITER: 8749 RES: 0.18856
ELA: 14.45 Jacobi stage: ITER: 8817 RES: 0.1866
ELA: 14.551 Jacobi stage: ITER: 8887 RES: 0.18465
ELA: 14.651 Jacobi stage: ITER: 8967 RES: 0.18239
ELA: 14.751 Jacobi stage: ITER: 9035 RES: 0.18049
ELA: 14.851 Jacobi stage: ITER: 9105 RES: 0.1785
ELA: 14.951 Jacobi stage: ITER: 9173 RES: 0.17664
ELA: 15.051 Jacobi stage: ITER: 9237 RES: 0.1749
ELA: 15.151 Jacobi stage: ITER: 9301 RES: 0.17319
ELA: 15.252 Jacobi stage: ITER: 9367 RES: 0.17149
ELA: 15.352 Jacobi stage: ITER: 9435 RES: 0.1697
ELA: 15.452 Jacobi stage: ITER: 9501 RES: 0.16793
ELA: 15.552 Jacobi stage: ITER: 9557 RES: 0.16649
ELA: 15.652 Jacobi stage: ITER: 9625 RES: 0.16476
ELA: 15.752 Jacobi stage: ITER: 9675 RES: 0.16355
ELA: 15.852 Jacobi stage: ITER: 9727 RES: 0.16224
ELA: 15.952 Jacobi stage: ITER: 9799 RES: 0.16045
ELA: 16.052 Jacobi stage: ITER: 9837 RES: 0.15947
ELA: 16.152 Jacobi stage: ITER: 9877 RES: 0.15849
ELA: 16.253 Jacobi stage: ITER: 9919 RES: 0.15752
ELA: 16.353 Jacobi stage: ITER: 9989 RES: 0.15578
ELA: 16.453 Jacobi stage: ITER: 10055 RES: 0.15426
ELA: 16.553 Jacobi stage: ITER: 10119 RES: 0.15275
ELA: 16.653 Jacobi stage: ITER: 10185 RES: 0.15116
ELA: 16.753 Jacobi stage: ITER: 10247 RES: 0.14977
ELA: 16.859 Jacobi stage: ITER: 10315 RES: 0.14821
ELA: 16.959 Jacobi stage: ITER: 10383 RES: 0.14667
ELA: 17.059 Jacobi stage: ITER: 10449 RES: 0.14514
ELA: 17.16 Jacobi stage: ITER: 10531 RES: 0.14337
ELA: 17.26 Jacobi stage: ITER: 10603 RES: 0.14179
ELA: 17.36 Jacobi stage: ITER: 10671 RES: 0.14031
ELA: 17.46 Jacobi stage: ITER: 10737 RES: 0.13885
ELA: 17.56 Jacobi stage: ITER: 10803 RES: 0.13749
ELA: 17.66 Jacobi stage: ITER: 10871 RES: 0.13606
ELA: 17.76 Jacobi stage: ITER: 10937 RES: 0.13465
ELA: 17.861 Jacobi stage: ITER: 11003 RES: 0.13333
ELA: 17.961 Jacobi stage: ITER: 11071 RES: 0.13194
ELA: 18.061 Jacobi stage: ITER: 11147 RES: 0.13041
ELA: 18.161 Jacobi stage: ITER: 11223 RES: 0.1289
ELA: 18.261 Jacobi stage: ITER: 11289 RES: 0.12756
ELA: 18.361 Jacobi stage: ITER: 11357 RES: 0.12623
ELA: 18.461 Jacobi stage: ITER: 11423 RES: 0.12499
ELA: 18.561 Jacobi stage: ITER: 11489 RES: 0.12369
ELA: 18.661 Jacobi stage: ITER: 11555 RES: 0.12248
ELA: 18.761 Jacobi stage: ITER: 11623 RES: 0.12121
ELA: 18.861 Jacobi stage: ITER: 11689 RES: 0.11995
ELA: 18.962 Jacobi stage: ITER: 11759 RES: 0.1187
ELA: 19.062 Jacobi stage: ITER: 11841 RES: 0.11718
ELA: 19.162 Jacobi stage: ITER: 11909 RES: 0.11596
ELA: 19.262 Jacobi stage: ITER: 11975 RES: 0.11483
ELA: 19.362 Jacobi stage: ITER: 12043 RES: 0.11363
ELA: 19.462 Jacobi stage: ITER: 12101 RES: 0.11259
ELA: 19.562 Jacobi stage: ITER: 12159 RES: 0.11163
ELA: 19.662 Jacobi stage: ITER: 12207 RES: 0.11081
ELA: 19.762 Jacobi stage: ITER: 12255 RES: 0.10999
ELA: 19.863 Jacobi stage: ITER: 12311 RES: 0.10905
ELA: 19.963 Jacobi stage: ITER: 12375 RES: 0.10798
ELA: 20.063 Jacobi stage: ITER: 12429 RES: 0.10706
ELA: 20.163 Jacobi stage: ITER: 12475 RES: 0.10634
ELA: 20.263 Jacobi stage: ITER: 12519 RES: 0.10562
ELA: 20.363 Jacobi stage: ITER: 12571 RES: 0.10478
ELA: 20.463 Jacobi stage: ITER: 12613 RES: 0.10407
ELA: 20.563 Jacobi stage: ITER: 12671 RES: 0.10318
ELA: 20.663 Jacobi stage: ITER: 12747 RES: 0.10198
ELA: 20.763 Jacobi stage: ITER: 12791 RES: 0.1013
ELA: 20.864 Jacobi stage: ITER: 12837 RES: 0.10055
ELA: 20.964 Jacobi stage: ITER: 12887 RES: 0.099814
ELA: 21.064 Jacobi stage: ITER: 12939 RES: 0.09902
ELA: 21.164 Jacobi stage: ITER: 12991 RES: 0.098232
ELA: 21.264 Jacobi stage: ITER: 13049 RES: 0.09733
ELA: 21.364 Jacobi stage: ITER: 13127 RES: 0.096201
ELA: 21.464 Jacobi stage: ITER: 13199 RES: 0.095142
ELA: 21.564 Jacobi stage: ITER: 13275 RES: 0.094038
ELA: 21.664 Jacobi stage: ITER: 13343 RES: 0.093061
ELA: 21.764 Jacobi stage: ITER: 13411 RES: 0.092094
ELA: 21.865 Jacobi stage: ITER: 13479 RES: 0.091137
ELA: 21.965 Jacobi stage: ITER: 13545 RES: 0.090189
ELA: 22.065 Jacobi stage: ITER: 13611 RES: 0.089307
ELA: 22.165 Jacobi stage: ITER: 13679 RES: 0.088379
ELA: 22.265 Jacobi stage: ITER: 13759 RES: 0.0873
ELA: 22.365 Jacobi stage: ITER: 13831 RES: 0.086339
ELA: 22.465 Jacobi stage: ITER: 13899 RES: 0.085442
ELA: 22.565 Jacobi stage: ITER: 13965 RES: 0.084554
ELA: 22.665 Jacobi stage: ITER: 14031 RES: 0.083727
ELA: 22.765 Jacobi stage: ITER: 14099 RES: 0.082857
ELA: 22.866 Jacobi stage: ITER: 14167 RES: 0.081996
ELA: 22.966 Jacobi stage: ITER: 14233 RES: 0.081144
ELA: 23.066 Jacobi stage: ITER: 14299 RES: 0.08035
ELA: 23.166 Jacobi stage: ITER: 14375 RES: 0.079417
ELA: 23.266 Jacobi stage: ITER: 14453 RES: 0.078447
ELA: 23.367 Jacobi stage: ITER: 14519 RES: 0.07768
ELA: 23.467 Jacobi stage: ITER: 14587 RES: 0.076873
ELA: 23.567 Jacobi stage: ITER: 14655 RES: 0.076074
ELA: 23.667 Jacobi stage: ITER: 14721 RES: 0.075283
ELA: 23.767 Jacobi stage: ITER: 14787 RES: 0.074547
ELA: 23.867 Jacobi stage: ITER: 14855 RES: 0.073772
ELA: 23.967 Jacobi stage: ITER: 15007 RES: 0.07207
ELA: 24.068 Jacobi stage: ITER: 15279 RES: 0.069121
ELA: 24.168 Jacobi stage: ITER: 15567 RES: 0.066129
ELA: 24.268 Jacobi stage: ITER: 15639 RES: 0.065402
ELA: 24.368 Jacobi stage: ITER: 15723 RES: 0.064564
ELA: 24.468 Jacobi stage: ITER: 15791 RES: 0.063893
ELA: 24.568 Jacobi stage: ITER: 15857 RES: 0.063229
ELA: 24.668 Jacobi stage: ITER: 15923 RES: 0.06261
ELA: 24.768 Jacobi stage: ITER: 15991 RES: 0.06196
ELA: 24.869 Jacobi stage: ITER: 16057 RES: 0.061316
ELA: 24.969 Jacobi stage: ITER: 16123 RES: 0.060716
ELA: 25.069 Jacobi stage: ITER: 16191 RES: 0.060085
ELA: 25.169 Jacobi stage: ITER: 16257 RES: 0.059461
ELA: 25.269 Jacobi stage: ITER: 16335 RES: 0.058771
ELA: 25.369 Jacobi stage: ITER: 16411 RES: 0.058089
ELA: 25.47 Jacobi stage: ITER: 16479 RES: 0.057485
ELA: 25.57 Jacobi stage: ITER: 16547 RES: 0.056888
ELA: 25.67 Jacobi stage: ITER: 16613 RES: 0.056297
ELA: 25.77 Jacobi stage: ITER: 16679 RES: 0.055746
ELA: 25.87 Jacobi stage: ITER: 16747 RES: 0.055167
ELA: 25.97 Jacobi stage: ITER: 16815 RES: 0.054593
ELA: 26.07 Jacobi stage: ITER: 16883 RES: 0.054026
ELA: 26.171 Jacobi stage: ITER: 16955 RES: 0.053432
ELA: 26.271 Jacobi stage: ITER: 17035 RES: 0.052779
ELA: 26.371 Jacobi stage: ITER: 17103 RES: 0.052231
ELA: 26.471 Jacobi stage: ITER: 17169 RES: 0.051688
ELA: 26.571 Jacobi stage: ITER: 17235 RES: 0.051183
ELA: 26.671 Jacobi stage: ITER: 17303 RES: 0.050651
ELA: 26.771 Jacobi stage: ITER: 17369 RES: 0.050125
ELA: 26.871 Jacobi stage: ITER: 17433 RES: 0.049634
ELA: 26.971 Jacobi stage: ITER: 17497 RES: 0.049149
ELA: 27.072 Jacobi stage: ITER: 17563 RES: 0.048668
ELA: 27.172 Jacobi stage: ITER: 17643 RES: 0.048073
ELA: 27.272 Jacobi stage: ITER: 17715 RES: 0.047545
ELA: 27.372 Jacobi stage: ITER: 17783 RES: 0.047051
ELA: 27.472 Jacobi stage: ITER: 17851 RES: 0.046562
ELA: 27.572 Jacobi stage: ITER: 17917 RES: 0.046078
ELA: 27.672 Jacobi stage: ITER: 17983 RES: 0.045627
ELA: 27.772 Jacobi stage: ITER: 18051 RES: 0.045153
ELA: 27.873 Jacobi stage: ITER: 18119 RES: 0.044684
ELA: 27.973 Jacobi stage: ITER: 18185 RES: 0.04422
ELA: 28.073 Jacobi stage: ITER: 18259 RES: 0.043733
ELA: 28.173 Jacobi stage: ITER: 18339 RES: 0.043199
ELA: 28.273 Jacobi stage: ITER: 18405 RES: 0.04275
ELA: 28.373 Jacobi stage: ITER: 18473 RES: 0.042306
ELA: 28.473 Jacobi stage: ITER: 18539 RES: 0.041892
ELA: 28.574 Jacobi stage: ITER: 18607 RES: 0.041457
ELA: 28.674 Jacobi stage: ITER: 18673 RES: 0.041026
ELA: 28.774 Jacobi stage: ITER: 18741 RES: 0.0406
ELA: 28.874 Jacobi stage: ITER: 18807 RES: 0.040203
ELA: 28.974 Jacobi stage: ITER: 18875 RES: 0.039785
ELA: 29.074 Jacobi stage: ITER: 18955 RES: 0.039299
ELA: 29.174 Jacobi stage: ITER: 19027 RES: 0.038867
ELA: 29.274 Jacobi stage: ITER: 19095 RES: 0.038463
ELA: 29.374 Jacobi stage: ITER: 19161 RES: 0.038063
ELA: 29.474 Jacobi stage: ITER: 19227 RES: 0.037691
ELA: 29.575 Jacobi stage: ITER: 19295 RES: 0.037299
ELA: 29.675 Jacobi stage: ITER: 19361 RES: 0.036912
ELA: 29.775 Jacobi stage: ITER: 19427 RES: 0.036551
ELA: 29.875 Jacobi stage: ITER: 19497 RES: 0.036149
ELA: 29.976 Jacobi stage: ITER: 19573 RES: 0.035729
ELA: 30.076 Jacobi stage: ITER: 19651 RES: 0.035315
ELA: 30.176 Jacobi stage: ITER: 19717 RES: 0.034948
ELA: 30.276 Jacobi stage: ITER: 19783 RES: 0.034606
ELA: 30.376 Jacobi stage: ITER: 19851 RES: 0.034246
ELA: 30.476 Jacobi stage: ITER: 19919 RES: 0.03389
ELA: 30.576 Jacobi stage: ITER: 19985 RES: 0.033538
ELA: 30.677 Jacobi stage: ITER: 20051 RES: 0.03321
ELA: 30.777 Jacobi stage: ITER: 20119 RES: 0.032865
ELA: 30.877 Jacobi stage: ITER: 20187 RES: 0.032524
ELA: 30.977 Jacobi stage: ITER: 20267 RES: 0.032126
ELA: 31.077 Jacobi stage: ITER: 20339 RES: 0.031773
ELA: 31.177 Jacobi stage: ITER: 20405 RES: 0.031443
ELA: 31.277 Jacobi stage: ITER: 20471 RES: 0.031135
ELA: 31.377 Jacobi stage: ITER: 20539 RES: 0.030812
ELA: 31.477 Jacobi stage: ITER: 20607 RES: 0.030492
ELA: 31.577 Jacobi stage: ITER: 20675 RES: 0.030175
ELA: 31.678 Jacobi stage: ITER: 20741 RES: 0.029861
ELA: 31.778 Jacobi stage: ITER: 20807 RES: 0.029569
ELA: 31.878 Jacobi stage: ITER: 20883 RES: 0.029226
ELA: 31.978 Jacobi stage: ITER: 20961 RES: 0.028869
ELA: 32.078 Jacobi stage: ITER: 21027 RES: 0.028587
ELA: 32.178 Jacobi stage: ITER: 21095 RES: 0.02829
ELA: 32.278 Jacobi stage: ITER: 21161 RES: 0.027996
ELA: 32.378 Jacobi stage: ITER: 21229 RES: 0.027705
ELA: 32.478 Jacobi stage: ITER: 21295 RES: 0.027434
ELA: 32.579 Jacobi stage: ITER: 21363 RES: 0.027149
ELA: 32.679 Jacobi stage: ITER: 21429 RES: 0.026867
ELA: 32.779 Jacobi stage: ITER: 21495 RES: 0.026604
ELA: 32.879 Jacobi stage: ITER: 21577 RES: 0.026263
ELA: 32.979 Jacobi stage: ITER: 21649 RES: 0.025974
ELA: 33.079 Jacobi stage: ITER: 21715 RES: 0.02572
ELA: 33.179 Jacobi stage: ITER: 21783 RES: 0.025453
ELA: 33.279 Jacobi stage: ITER: 21851 RES: 0.025188
ELA: 33.379 Jacobi stage: ITER: 21919 RES: 0.024926
ELA: 33.479 Jacobi stage: ITER: 21985 RES: 0.024667
ELA: 33.58 Jacobi stage: ITER: 22051 RES: 0.024426
ELA: 33.68 Jacobi stage: ITER: 22117 RES: 0.024172
ELA: 33.78 Jacobi stage: ITER: 22191 RES: 0.023906
ELA: 33.881 Jacobi stage: ITER: 22271 RES: 0.023614
ELA: 33.981 Jacobi stage: ITER: 22337 RES: 0.023369
ELA: 34.081 Jacobi stage: ITER: 22403 RES: 0.023141
ELA: 34.181 Jacobi stage: ITER: 22471 RES: 0.0229
ELA: 34.281 Jacobi stage: ITER: 22537 RES: 0.022662
ELA: 34.381 Jacobi stage: ITER: 22603 RES: 0.02244
ELA: 34.481 Jacobi stage: ITER: 22671 RES: 0.022207
ELA: 34.582 Jacobi stage: ITER: 22739 RES: 0.021977
ELA: 34.682 Jacobi stage: ITER: 22811 RES: 0.021735
ELA: 34.782 Jacobi stage: ITER: 22891 RES: 0.021469
ELA: 34.882 Jacobi stage: ITER: 22957 RES: 0.021246
ELA: 34.982 Jacobi stage: ITER: 23023 RES: 0.021038
ELA: 35.082 Jacobi stage: ITER: 23091 RES: 0.02082
ELA: 35.182 Jacobi stage: ITER: 23157 RES: 0.020604
ELA: 35.282 Jacobi stage: ITER: 23223 RES: 0.020402
ELA: 35.382 Jacobi stage: ITER: 23291 RES: 0.02019
ELA: 35.483 Jacobi stage: ITER: 23359 RES: 0.01998
ELA: 35.583 Jacobi stage: ITER: 23425 RES: 0.019773
ELA: 35.683 Jacobi stage: ITER: 23505 RES: 0.019531
ELA: 35.783 Jacobi stage: ITER: 23577 RES: 0.019316
ELA: 35.883 Jacobi stage: ITER: 23643 RES: 0.019127
ELA: 35.983 Jacobi stage: ITER: 23711 RES: 0.018929
ELA: 36.083 Jacobi stage: ITER: 23777 RES: 0.018732
ELA: 36.183 Jacobi stage: ITER: 23845 RES: 0.018537
ELA: 36.284 Jacobi stage: ITER: 23911 RES: 0.018356
ELA: 36.384 Jacobi stage: ITER: 23979 RES: 0.018165
ELA: 36.484 Jacobi stage: ITER: 24045 RES: 0.017976
ELA: 36.584 Jacobi stage: ITER: 24119 RES: 0.017779
ELA: 36.684 Jacobi stage: ITER: 24197 RES: 0.017562
ELA: 36.784 Jacobi stage: ITER: 24265 RES: 0.017379
ELA: 36.884 Jacobi stage: ITER: 24331 RES: 0.017209
ELA: 36.985 Jacobi stage: ITER: 24399 RES: 0.01703
ELA: 37.085 Jacobi stage: ITER: 24467 RES: 0.016853
ELA: 37.185 Jacobi stage: ITER: 24535 RES: 0.016678
ELA: 37.285 Jacobi stage: ITER: 24601 RES: 0.016505
ELA: 37.385 Jacobi stage: ITER: 24667 RES: 0.016344
ELA: 37.485 Jacobi stage: ITER: 24735 RES: 0.016174
ELA: 37.585 Jacobi stage: ITER: 24815 RES: 0.015976
ELA: 37.685 Jacobi stage: ITER: 24887 RES: 0.0158
ELA: 37.785 Jacobi stage: ITER: 24955 RES: 0.015636
ELA: 37.885 Jacobi stage: ITER: 25021 RES: 0.015474
ELA: 37.986 Jacobi stage: ITER: 25087 RES: 0.015322
ELA: 38.086 Jacobi stage: ITER: 25155 RES: 0.015163
ELA: 38.186 Jacobi stage: ITER: 25223 RES: 0.015006
ELA: 38.286 Jacobi stage: ITER: 25289 RES: 0.01485
ELA: 38.386 Jacobi stage: ITER: 25355 RES: 0.014704
ELA: 38.487 Jacobi stage: ITER: 25431 RES: 0.014534
ELA: 38.587 Jacobi stage: ITER: 25507 RES: 0.014365
ELA: 38.687 Jacobi stage: ITER: 25575 RES: 0.014216
ELA: 38.787 Jacobi stage: ITER: 25643 RES: 0.014068
ELA: 38.887 Jacobi stage: ITER: 25709 RES: 0.013922
ELA: 38.987 Jacobi stage: ITER: 25775 RES: 0.013786
ELA: 39.087 Jacobi stage: ITER: 25843 RES: 0.013643
ELA: 39.188 Jacobi stage: ITER: 25909 RES: 0.013501
ELA: 39.288 Jacobi stage: ITER: 25975 RES: 0.013369
ELA: 39.388 Jacobi stage: ITER: 26045 RES: 0.013222
ELA: 39.488 Jacobi stage: ITER: 26127 RES: 0.01306
ELA: 39.588 Jacobi stage: ITER: 26195 RES: 0.012925
ELA: 39.688 Jacobi stage: ITER: 26263 RES: 0.01279
ELA: 39.788 Jacobi stage: ITER: 26329 RES: 0.012657
ELA: 39.888 Jacobi stage: ITER: 26395 RES: 0.012534
ELA: 39.988 Jacobi stage: ITER: 26463 RES: 0.012403
ELA: 40.088 Jacobi stage: ITER: 26529 RES: 0.012274
ELA: 40.189 Jacobi stage: ITER: 26595 RES: 0.012154
ELA: 40.289 Jacobi stage: ITER: 26759 RES: 0.011852
ELA: 40.389 Jacobi stage: ITER: 27031 RES: 0.011367
ELA: 40.489 Jacobi stage: ITER: 27311 RES: 0.010889
ELA: 40.589 Jacobi stage: ITER: 27381 RES: 0.010769
ELA: 40.689 Jacobi stage: ITER: 27447 RES: 0.010663
ELA: 40.789 Jacobi stage: ITER: 27515 RES: 0.010553
ELA: 40.889 Jacobi stage: ITER: 27581 RES: 0.010443
ELA: 40.99 Jacobi stage: ITER: 27647 RES: 0.010341
ELA: 41.09 Jacobi stage: ITER: 27715 RES: 0.010233
ELA: 41.19 Jacobi stage: ITER: 27781 RES: 0.010127
ELA: 41.29 Jacobi stage: ITER: 27849 RES: 0.010022
ELA: 41.39 Jacobi stage: ITER: 27919 RES: 0.0099177
ELA: 41.49 Jacobi stage: ITER: 28001 RES: 0.0097905
ELA: 41.59 Jacobi stage: ITER: 28069 RES: 0.0096888
ELA: 41.69 Jacobi stage: ITER: 28135 RES: 0.009594
ELA: 41.792 Jacobi stage: ITER: 28203 RES: 0.0094943
ELA: 41.892 Jacobi stage: ITER: 28271 RES: 0.0093957
ELA: 41.992 Jacobi stage: ITER: 28337 RES: 0.0092981
ELA: 42.092 Jacobi stage: ITER: 28403 RES: 0.0092071
ELA: 42.192 Jacobi stage: ITER: 28471 RES: 0.0091114
ELA: 42.292 Jacobi stage: ITER: 28539 RES: 0.0090168
ELA: 42.392 Jacobi stage: ITER: 28621 RES: 0.0089012
ELA: 42.493 Jacobi stage: ITER: 28691 RES: 0.0088087
ELA: 42.593 Jacobi stage: ITER: 28757 RES: 0.0087172
ELA: 42.693 Jacobi stage: ITER: 28823 RES: 0.0086319
ELA: 42.794 Jacobi stage: ITER: 28891 RES: 0.0085422
ELA: 42.894 Jacobi stage: ITER: 28957 RES: 0.0084534
ELA: 42.994 Jacobi stage: ITER: 29023 RES: 0.0083707
ELA: 43.094 Jacobi stage: ITER: 29091 RES: 0.0082838
ELA: 43.194 Jacobi stage: ITER: 29159 RES: 0.0081977
ELA: 43.294 Jacobi stage: ITER: 29239 RES: 0.0080976
ELA: 43.394 Jacobi stage: ITER: 29315 RES: 0.0080036
ELA: 43.495 Jacobi stage: ITER: 29383 RES: 0.0079204
ELA: 43.595 Jacobi stage: ITER: 29449 RES: 0.0078381
ELA: 43.695 Jacobi stage: ITER: 29517 RES: 0.0077567
ELA: 43.795 Jacobi stage: ITER: 29585 RES: 0.0076761
ELA: 43.895 Jacobi stage: ITER: 29651 RES: 0.007601
ELA: 43.995 Jacobi stage: ITER: 29719 RES: 0.007522
ELA: 44.095 Jacobi stage: ITER: 29785 RES: 0.0074439
ELA: 44.195 Jacobi stage: ITER: 29853 RES: 0.0073665
ELA: 44.295 Jacobi stage: ITER: 29935 RES: 0.0072766
ELA: 44.395 Jacobi stage: ITER: 30005 RES: 0.0071965
ELA: 44.496 Jacobi stage: ITER: 30071 RES: 0.0071261
ELA: 44.596 Jacobi stage: ITER: 30139 RES: 0.0070521
ELA: 44.696 Jacobi stage: ITER: 30205 RES: 0.0069788
ELA: 44.796 Jacobi stage: ITER: 30271 RES: 0.0069105
ELA: 44.896 Jacobi stage: ITER: 30339 RES: 0.0068387
ELA: 44.996 Jacobi stage: ITER: 30407 RES: 0.0067677
ELA: 45.097 Jacobi stage: ITER: 30475 RES: 0.0066974
ELA: 45.197 Jacobi stage: ITER: 30551 RES: 0.0066196
ELA: 45.297 Jacobi stage: ITER: 30627 RES: 0.0065428
ELA: 45.397 Jacobi stage: ITER: 30695 RES: 0.0064748
ELA: 45.497 Jacobi stage: ITER: 30761 RES: 0.0064075
ELA: 45.597 Jacobi stage: ITER: 30829 RES: 0.006341
ELA: 45.697 Jacobi stage: ITER: 30895 RES: 0.0062789
ELA: 45.798 Jacobi stage: ITER: 30963 RES: 0.0062137
ELA: 45.898 Jacobi stage: ITER: 31029 RES: 0.0061491
ELA: 45.998 Jacobi stage: ITER: 31097 RES: 0.0060852
ELA: 46.098 Jacobi stage: ITER: 31163 RES: 0.0060257
ELA: 46.198 Jacobi stage: ITER: 31245 RES: 0.0059485
ELA: 46.298 Jacobi stage: ITER: 31317 RES: 0.005883
ELA: 46.398 Jacobi stage: ITER: 31383 RES: 0.0058255
ELA: 46.498 Jacobi stage: ITER: 31451 RES: 0.005765
ELA: 46.598 Jacobi stage: ITER: 31519 RES: 0.0057051
ELA: 46.699 Jacobi stage: ITER: 31585 RES: 0.0056458
ELA: 46.799 Jacobi stage: ITER: 31651 RES: 0.0055905
ELA: 46.899 Jacobi stage: ITER: 31719 RES: 0.0055325
ELA: 46.999 Jacobi stage: ITER: 31787 RES: 0.005475
ELA: 47.099 Jacobi stage: ITER: 31863 RES: 0.0054114
ELA: 47.199 Jacobi stage: ITER: 31939 RES: 0.0053486
ELA: 47.299 Jacobi stage: ITER: 32007 RES: 0.005293
ELA: 47.4 Jacobi stage: ITER: 32075 RES: 0.0052381
ELA: 47.5 Jacobi stage: ITER: 32141 RES: 0.0051836
ELA: 47.6 Jacobi stage: ITER: 32207 RES: 0.0051329
ELA: 47.701 Jacobi stage: ITER: 32275 RES: 0.0050796
ELA: 47.801 Jacobi stage: ITER: 32343 RES: 0.0050268
ELA: 47.901 Jacobi stage: ITER: 32411 RES: 0.0049746
ELA: 48.001 Jacobi stage: ITER: 32481 RES: 0.0049199
ELA: 48.101 Jacobi stage: ITER: 32563 RES: 0.0048598
ELA: 48.201 Jacobi stage: ITER: 32631 RES: 0.0048093
ELA: 48.301 Jacobi stage: ITER: 32697 RES: 0.0047593
ELA: 48.402 Jacobi stage: ITER: 32765 RES: 0.0047099
ELA: 48.502 Jacobi stage: ITER: 32831 RES: 0.0046638
ELA: 48.602 Jacobi stage: ITER: 32899 RES: 0.0046153
ELA: 48.702 Jacobi stage: ITER: 32965 RES: 0.0045674
ELA: 48.802 Jacobi stage: ITER: 33031 RES: 0.0045227
ELA: 48.902 Jacobi stage: ITER: 33099 RES: 0.0044757
ELA: 49.002 Jacobi stage: ITER: 33175 RES: 0.0044238
ELA: 49.102 Jacobi stage: ITER: 33251 RES: 0.0043724
ELA: 49.202 Jacobi stage: ITER: 33319 RES: 0.004327
ELA: 49.302 Jacobi stage: ITER: 33385 RES: 0.004282
ELA: 49.403 Jacobi stage: ITER: 33453 RES: 0.0042375
ELA: 49.503 Jacobi stage: ITER: 33521 RES: 0.0041935
ELA: 49.603 Jacobi stage: ITER: 33587 RES: 0.0041525
ELA: 49.703 Jacobi stage: ITER: 33655 RES: 0.0041093
ELA: 49.803 Jacobi stage: ITER: 33721 RES: 0.0040666
ELA: 49.903 Jacobi stage: ITER: 33789 RES: 0.0040244
ELA: 50.003 Jacobi stage: ITER: 33873 RES: 0.0039728
ELA: 50.104 Jacobi stage: ITER: 33943 RES: 0.0039315
ELA: 50.204 Jacobi stage: ITER: 34009 RES: 0.0038907
ELA: 50.304 Jacobi stage: ITER: 34075 RES: 0.0038526
ELA: 50.404 Jacobi stage: ITER: 34143 RES: 0.0038126
ELA: 50.504 Jacobi stage: ITER: 34211 RES: 0.0037729
ELA: 50.604 Jacobi stage: ITER: 34279 RES: 0.0037337
ELA: 50.704 Jacobi stage: ITER: 34345 RES: 0.0036949
ELA: 50.805 Jacobi stage: ITER: 34411 RES: 0.0036588
ELA: 50.905 Jacobi stage: ITER: 34487 RES: 0.0036163
ELA: 51.005 Jacobi stage: ITER: 34565 RES: 0.0035722
ELA: 51.105 Jacobi stage: ITER: 34631 RES: 0.0035372
ELA: 51.205 Jacobi stage: ITER: 34699 RES: 0.0035005
ELA: 51.305 Jacobi stage: ITER: 34767 RES: 0.0034641
ELA: 51.405 Jacobi stage: ITER: 34835 RES: 0.0034281
ELA: 51.505 Jacobi stage: ITER: 34901 RES: 0.0033925
ELA: 51.606 Jacobi stage: ITER: 34967 RES: 0.0033593
ELA: 51.706 Jacobi stage: ITER: 35035 RES: 0.0033244
ELA: 51.806 Jacobi stage: ITER: 35111 RES: 0.0032858
ELA: 51.906 Jacobi stage: ITER: 35187 RES: 0.0032477
ELA: 52.006 Jacobi stage: ITER: 35255 RES: 0.0032139
ELA: 52.106 Jacobi stage: ITER: 35323 RES: 0.0031805
ELA: 52.206 Jacobi stage: ITER: 35389 RES: 0.0031475
ELA: 52.307 Jacobi stage: ITER: 35455 RES: 0.0031167
ELA: 52.407 Jacobi stage: ITER: 35523 RES: 0.0030843
ELA: 52.507 Jacobi stage: ITER: 35591 RES: 0.0030523
ELA: 52.607 Jacobi stage: ITER: 35657 RES: 0.0030206
ELA: 52.707 Jacobi stage: ITER: 35729 RES: 0.0029873
ELA: 52.808 Jacobi stage: ITER: 35809 RES: 0.0029509
ELA: 52.908 Jacobi stage: ITER: 35875 RES: 0.002922
ELA: 53.008 Jacobi stage: ITER: 35943 RES: 0.0028916
ELA: 53.108 Jacobi stage: ITER: 36011 RES: 0.0028616
ELA: 53.208 Jacobi stage: ITER: 36077 RES: 0.0028318
ELA: 53.308 Jacobi stage: ITER: 36143 RES: 0.0028041
ELA: 53.408 Jacobi stage: ITER: 36211 RES: 0.002775
ELA: 53.509 Jacobi stage: ITER: 36277 RES: 0.0027462
ELA: 53.609 Jacobi stage: ITER: 36345 RES: 0.0027176
ELA: 53.709 Jacobi stage: ITER: 36427 RES: 0.0026844
ELA: 53.809 Jacobi stage: ITER: 36497 RES: 0.0026549
ELA: 53.909 Jacobi stage: ITER: 36563 RES: 0.002629
ELA: 54.009 Jacobi stage: ITER: 36631 RES: 0.0026016
ELA: 54.109 Jacobi stage: ITER: 36699 RES: 0.0025746
ELA: 54.209 Jacobi stage: ITER: 36765 RES: 0.0025479
ELA: 54.309 Jacobi stage: ITER: 36831 RES: 0.0025229
ELA: 54.409 Jacobi stage: ITER: 36899 RES: 0.0024967
ELA: 54.51 Jacobi stage: ITER: 36965 RES: 0.0024708
ELA: 54.61 Jacobi stage: ITER: 37039 RES: 0.0024436
ELA: 54.71 Jacobi stage: ITER: 37119 RES: 0.0024138
ELA: 54.81 Jacobi stage: ITER: 37187 RES: 0.0023887
ELA: 54.911 Jacobi stage: ITER: 37253 RES: 0.0023639
ELA: 55.011 Jacobi stage: ITER: 37319 RES: 0.0023407
ELA: 55.111 Jacobi stage: ITER: 37387 RES: 0.0023164
ELA: 55.211 Jacobi stage: ITER: 37453 RES: 0.0022923
ELA: 55.311 Jacobi stage: ITER: 37519 RES: 0.0022699
ELA: 55.411 Jacobi stage: ITER: 37587 RES: 0.0022463
ELA: 55.511 Jacobi stage: ITER: 37659 RES: 0.0022216
ELA: 55.611 Jacobi stage: ITER: 37739 RES: 0.0021945
ELA: 55.712 Jacobi stage: ITER: 37807 RES: 0.0021717
ELA: 55.812 Jacobi stage: ITER: 37875 RES: 0.0021491
ELA: 55.912 Jacobi stage: ITER: 37941 RES: 0.0021268
ELA: 56.012 Jacobi stage: ITER: 38007 RES: 0.002106
ELA: 56.112 Jacobi stage: ITER: 38075 RES: 0.0020841
ELA: 56.212 Jacobi stage: ITER: 38141 RES: 0.0020625
ELA: 56.312 Jacobi stage: ITER: 38207 RES: 0.0020423
ELA: 56.412 Jacobi stage: ITER: 38275 RES: 0.0020211
ELA: 56.512 Jacobi stage: ITER: 38353 RES: 0.0019964
ELA: 56.613 Jacobi stage: ITER: 38433 RES: 0.001972
ELA: 56.713 Jacobi stage: ITER: 38705 RES: 0.0018913
ELA: 56.813 Jacobi stage: ITER: 38977 RES: 0.0018139
ELA: 56.914 Jacobi stage: ITER: 39131 RES: 0.001772
ELA: 57.014 Jacobi stage: ITER: 39199 RES: 0.0017536
ELA: 57.114 Jacobi stage: ITER: 39265 RES: 0.0017354
ELA: 57.214 Jacobi stage: ITER: 39331 RES: 0.0017184
ELA: 57.314 Jacobi stage: ITER: 39399 RES: 0.0017006
ELA: 57.414 Jacobi stage: ITER: 39467 RES: 0.0016829
ELA: 57.514 Jacobi stage: ITER: 39539 RES: 0.0016644
ELA: 57.615 Jacobi stage: ITER: 39619 RES: 0.0016441
ELA: 57.715 Jacobi stage: ITER: 39687 RES: 0.001627
ELA: 57.815 Jacobi stage: ITER: 39755 RES: 0.0016101
ELA: 57.915 Jacobi stage: ITER: 39823 RES: 0.0015934
ELA: 58.015 Jacobi stage: ITER: 39889 RES: 0.0015768
ELA: 58.115 Jacobi stage: ITER: 39955 RES: 0.0015614
ELA: 58.215 Jacobi stage: ITER: 40023 RES: 0.0015452
ELA: 58.315 Jacobi stage: ITER: 40089 RES: 0.0015291
ELA: 58.415 Jacobi stage: ITER: 40155 RES: 0.0015141
ELA: 58.515 Jacobi stage: ITER: 40235 RES: 0.0014956
ELA: 58.616 Jacobi stage: ITER: 40309 RES: 0.0014783
ELA: 58.716 Jacobi stage: ITER: 40375 RES: 0.0014638
ELA: 58.816 Jacobi stage: ITER: 40443 RES: 0.0014486
ELA: 58.916 Jacobi stage: ITER: 40509 RES: 0.0014336
ELA: 59.016 Jacobi stage: ITER: 40575 RES: 0.0014195
ELA: 59.116 Jacobi stage: ITER: 40643 RES: 0.0014048
ELA: 59.216 Jacobi stage: ITER: 40709 RES: 0.0013902
ELA: 59.317 Jacobi stage: ITER: 40775 RES: 0.0013766
ELA: 59.417 Jacobi stage: ITER: 40847 RES: 0.0013615
ELA: 59.517 Jacobi stage: ITER: 40929 RES: 0.001344
ELA: 59.617 Jacobi stage: ITER: 40995 RES: 0.0013309
ELA: 59.717 Jacobi stage: ITER: 41063 RES: 0.001317
ELA: 59.817 Jacobi stage: ITER: 41129 RES: 0.0013033
ELA: 59.917 Jacobi stage: ITER: 41195 RES: 0.0012906
ELA: 60.017 Jacobi stage: ITER: 41263 RES: 0.0012772
ELA: 60.117 Jacobi stage: ITER: 41329 RES: 0.0012639
ELA: 60.217 Jacobi stage: ITER: 41395 RES: 0.0012515
ELA: 60.318 Jacobi stage: ITER: 41463 RES: 0.0012385
ELA: 60.418 Jacobi stage: ITER: 41543 RES: 0.0012234
ELA: 60.518 Jacobi stage: ITER: 41615 RES: 0.00121
ELA: 60.618 Jacobi stage: ITER: 41683 RES: 0.0011974
ELA: 60.718 Jacobi stage: ITER: 41749 RES: 0.0011849
ELA: 60.818 Jacobi stage: ITER: 41815 RES: 0.0011734
ELA: 60.918 Jacobi stage: ITER: 41883 RES: 0.0011612
ELA: 61.018 Jacobi stage: ITER: 41949 RES: 0.0011491
ELA: 61.118 Jacobi stage: ITER: 42017 RES: 0.0011372
ELA: 61.219 Jacobi stage: ITER: 42083 RES: 0.001126
ELA: 61.319 Jacobi stage: ITER: 42155 RES: 0.0011137
ELA: 61.419 Jacobi stage: ITER: 42235 RES: 0.0011001
ELA: 61.519 Jacobi stage: ITER: 42303 RES: 0.0010886
ELA: 61.619 Jacobi stage: ITER: 42369 RES: 0.0010773
ELA: 61.719 Jacobi stage: ITER: 42435 RES: 0.0010668
ELA: 61.819 Jacobi stage: ITER: 42503 RES: 0.0010557
ELA: 61.919 Jacobi stage: ITER: 42569 RES: 0.0010447
ELA: 62.019 Jacobi stage: ITER: 42637 RES: 0.0010339
ELA: 62.119 Jacobi stage: ITER: 42703 RES: 0.0010237
ELA: 62.22 Jacobi stage: ITER: 42771 RES: 0.0010131
ELA: 62.32 Jacobi stage: ITER: 42851 RES: 0.0010007
ELA: 62.42 Jacobi stage: ITER: 42923 RES: 0.00098973
ELA: 62.52 Jacobi stage: ITER: 42989 RES: 0.00097945
ELA: 62.62 Jacobi stage: ITER: 43055 RES: 0.00096987
ELA: 62.72 Jacobi stage: ITER: 43123 RES: 0.00095979
ELA: 62.82 Jacobi stage: ITER: 43191 RES: 0.00094982
ELA: 62.92 Jacobi stage: ITER: 43257 RES: 0.00093995
ELA: 63.02 Jacobi stage: ITER: 43323 RES: 0.00093075
ELA: 63.121 Jacobi stage: ITER: 43391 RES: 0.00092108
ELA: 63.221 Jacobi stage: ITER: 43463 RES: 0.00091095
ELA: 63.321 Jacobi stage: ITER: 43543 RES: 0.00089983
ELA: 63.421 Jacobi stage: ITER: 43609 RES: 0.00089048
ELA: 63.521 Jacobi stage: ITER: 43675 RES: 0.00088177
ELA: 63.621 Jacobi stage: ITER: 43743 RES: 0.0008726
ELA: 63.721 Jacobi stage: ITER: 43811 RES: 0.00086354
ELA: 63.822 Jacobi stage: ITER: 43877 RES: 0.00085456
ELA: 63.922 Jacobi stage: ITER: 43943 RES: 0.0008462
ELA: 64.022 Jacobi stage: ITER: 44011 RES: 0.00083741
ELA: 64.122 Jacobi stage: ITER: 44079 RES: 0.00082871
ELA: 64.222 Jacobi stage: ITER: 44161 RES: 0.00081809
ELA: 64.322 Jacobi stage: ITER: 44231 RES: 0.00080959
ELA: 64.422 Jacobi stage: ITER: 44297 RES: 0.00080117
ELA: 64.523 Jacobi stage: ITER: 44363 RES: 0.00079334
ELA: 64.623 Jacobi stage: ITER: 44431 RES: 0.00078509
ELA: 64.723 Jacobi stage: ITER: 44497 RES: 0.00077694
ELA: 64.823 Jacobi stage: ITER: 44563 RES: 0.00076934
ELA: 64.923 Jacobi stage: ITER: 44629 RES: 0.00076134
ELA: 65.025 Jacobi stage: ITER: 44697 RES: 0.00075343
ELA: 65.125 Jacobi stage: ITER: 44777 RES: 0.00074423
ELA: 65.225 Jacobi stage: ITER: 44849 RES: 0.00073604
ELA: 65.325 Jacobi stage: ITER: 44915 RES: 0.00072884
ELA: 65.425 Jacobi stage: ITER: 44983 RES: 0.00072127
ELA: 65.525 Jacobi stage: ITER: 45049 RES: 0.00071378
ELA: 65.625 Jacobi stage: ITER: 45117 RES: 0.00070636
ELA: 65.725 Jacobi stage: ITER: 45183 RES: 0.00069945
ELA: 65.825 Jacobi stage: ITER: 45251 RES: 0.00069218
ELA: 65.926 Jacobi stage: ITER: 45319 RES: 0.00068499
ELA: 66.026 Jacobi stage: ITER: 45393 RES: 0.00067704
ELA: 66.126 Jacobi stage: ITER: 45471 RES: 0.00066918
ELA: 66.226 Jacobi stage: ITER: 45537 RES: 0.00066223
ELA: 66.326 Jacobi stage: ITER: 45603 RES: 0.00065575
ELA: 66.426 Jacobi stage: ITER: 45671 RES: 0.00064894
ELA: 66.526 Jacobi stage: ITER: 45739 RES: 0.0006422
ELA: 66.626 Jacobi stage: ITER: 45805 RES: 0.00063552
ELA: 66.726 Jacobi stage: ITER: 45871 RES: 0.00062931
ELA: 66.826 Jacobi stage: ITER: 45939 RES: 0.00062277
ELA: 66.927 Jacobi stage: ITER: 46005 RES: 0.0006163
ELA: 67.027 Jacobi stage: ITER: 46087 RES: 0.00060877
ELA: 67.127 Jacobi stage: ITER: 46157 RES: 0.00060207
ELA: 67.227 Jacobi stage: ITER: 46223 RES: 0.00059618
ELA: 67.327 Jacobi stage: ITER: 46291 RES: 0.00058999
ELA: 67.427 Jacobi stage: ITER: 46359 RES: 0.00058386
ELA: 67.527 Jacobi stage: ITER: 46425 RES: 0.00057779
ELA: 67.628 Jacobi stage: ITER: 46491 RES: 0.00057214
ELA: 67.728 Jacobi stage: ITER: 46559 RES: 0.0005662
ELA: 67.828 Jacobi stage: ITER: 46625 RES: 0.00056031
ELA: 67.928 Jacobi stage: ITER: 46701 RES: 0.00055381
ELA: 68.028 Jacobi stage: ITER: 46779 RES: 0.00054738
ELA: 68.128 Jacobi stage: ITER: 46845 RES: 0.00054169
ELA: 68.228 Jacobi stage: ITER: 46911 RES: 0.0005364
ELA: 68.329 Jacobi stage: ITER: 46979 RES: 0.00053082
ELA: 68.429 Jacobi stage: ITER: 47045 RES: 0.00052531
ELA: 68.529 Jacobi stage: ITER: 47111 RES: 0.00052017
ELA: 68.629 Jacobi stage: ITER: 47179 RES: 0.00051476
ELA: 68.729 Jacobi stage: ITER: 47245 RES: 0.00050941
ELA: 68.829 Jacobi stage: ITER: 47315 RES: 0.00050412
ELA: 68.929 Jacobi stage: ITER: 47395 RES: 0.00049796
ELA: 69.029 Jacobi stage: ITER: 47465 RES: 0.00049249
ELA: 69.129 Jacobi stage: ITER: 47531 RES: 0.00048767
ELA: 69.229 Jacobi stage: ITER: 47599 RES: 0.0004826
ELA: 69.33 Jacobi stage: ITER: 47665 RES: 0.00047759
ELA: 69.43 Jacobi stage: ITER: 47731 RES: 0.00047292
ELA: 69.53 Jacobi stage: ITER: 47799 RES: 0.000468
ELA: 69.63 Jacobi stage: ITER: 47865 RES: 0.00046314
ELA: 69.73 Jacobi stage: ITER: 47931 RES: 0.00045861
ELA: 69.83 Jacobi stage: ITER: 48009 RES: 0.00045301
ELA: 69.93 Jacobi stage: ITER: 48085 RES: 0.00044775
ELA: 70.03 Jacobi stage: ITER: 48151 RES: 0.00044337
ELA: 70.13 Jacobi stage: ITER: 48219 RES: 0.00043876
ELA: 70.231 Jacobi stage: ITER: 48285 RES: 0.0004342
ELA: 70.331 Jacobi stage: ITER: 48351 RES: 0.00042996
ELA: 70.431 Jacobi stage: ITER: 48419 RES: 0.00042549
ELA: 70.531 Jacobi stage: ITER: 48487 RES: 0.00042107
ELA: 70.631 Jacobi stage: ITER: 48553 RES: 0.00041669
ELA: 70.731 Jacobi stage: ITER: 48623 RES: 0.00041236
ELA: 70.831 Jacobi stage: ITER: 48705 RES: 0.00040708
ELA: 70.931 Jacobi stage: ITER: 48771 RES: 0.00040309
ELA: 71.031 Jacobi stage: ITER: 48839 RES: 0.00039891
ELA: 71.132 Jacobi stage: ITER: 48905 RES: 0.00039476
ELA: 71.232 Jacobi stage: ITER: 48971 RES: 0.0003909
ELA: 71.332 Jacobi stage: ITER: 49039 RES: 0.00038684
ELA: 71.432 Jacobi stage: ITER: 49107 RES: 0.00038282
ELA: 71.532 Jacobi stage: ITER: 49173 RES: 0.00037884
ELA: 71.632 Jacobi stage: ITER: 49239 RES: 0.00037514
ELA: 71.732 Jacobi stage: ITER: 49321 RES: 0.00037033
ELA: 71.833 Jacobi stage: ITER: 49393 RES: 0.00036625
ELA: 71.933 Jacobi stage: ITER: 49459 RES: 0.00036267
ELA: 72.033 Jacobi stage: ITER: 49527 RES: 0.0003589
ELA: 72.133 Jacobi stage: ITER: 49593 RES: 0.00035517
ELA: 72.233 Jacobi stage: ITER: 49659 RES: 0.0003517
ELA: 72.333 Jacobi stage: ITER: 49727 RES: 0.00034804
ELA: 72.434 Jacobi stage: ITER: 49793 RES: 0.00034443
ELA: 72.534 Jacobi stage: ITER: 49859 RES: 0.00034106
ELA: 72.634 Jacobi stage: ITER: 49937 RES: 0.00033689
ELA: 72.734 Jacobi stage: ITER: 50013 RES: 0.00033298
ELA: 72.834 Jacobi stage: ITER: 50079 RES: 0.00032973
ELA: 72.934 Jacobi stage: ITER: 50179 RES: 0.0003247
ELA: 73.034 Jacobi stage: ITER: 50467 RES: 0.00031065
ELA: 73.135 Jacobi stage: ITER: 50755 RES: 0.00029721
ELA: 73.235 Jacobi stage: ITER: 50929 RES: 0.00028928
ELA: 73.335 Jacobi stage: ITER: 51005 RES: 0.00028592
ELA: 73.435 Jacobi stage: ITER: 51075 RES: 0.00028295
ELA: 73.535 Jacobi stage: ITER: 51143 RES: 0.00028001
ELA: 73.636 Jacobi stage: ITER: 51209 RES: 0.0002771
ELA: 73.736 Jacobi stage: ITER: 51275 RES: 0.00027439
ELA: 73.836 Jacobi stage: ITER: 51343 RES: 0.00027154
ELA: 73.936 Jacobi stage: ITER: 51409 RES: 0.00026872
ELA: 74.036 Jacobi stage: ITER: 51477 RES: 0.00026593
ELA: 74.136 Jacobi stage: ITER: 51551 RES: 0.000263
ELA: 74.236 Jacobi stage: ITER: 51629 RES: 0.00025979
ELA: 74.337 Jacobi stage: ITER: 51695 RES: 0.00025725
ELA: 74.437 Jacobi stage: ITER: 51763 RES: 0.00025458
ELA: 74.537 Jacobi stage: ITER: 51823 RES: 0.00025224
ELA: 74.637 Jacobi stage: ITER: 51889 RES: 0.00024962
ELA: 74.737 Jacobi stage: ITER: 51959 RES: 0.00024703
ELA: 74.837 Jacobi stage: ITER: 52025 RES: 0.00024446
ELA: 74.937 Jacobi stage: ITER: 52091 RES: 0.00024207
ELA: 75.038 Jacobi stage: ITER: 52163 RES: 0.0002394
ELA: 75.138 Jacobi stage: ITER: 52243 RES: 0.00023648
ELA: 75.238 Jacobi stage: ITER: 52311 RES: 0.00023402
ELA: 75.338 Jacobi stage: ITER: 52379 RES: 0.00023159
ELA: 75.438 Jacobi stage: ITER: 52445 RES: 0.00022919
ELA: 75.538 Jacobi stage: ITER: 52511 RES: 0.00022694
ELA: 75.638 Jacobi stage: ITER: 52579 RES: 0.00022459
ELA: 75.739 Jacobi stage: ITER: 52645 RES: 0.00022225
ELA: 75.839 Jacobi stage: ITER: 52711 RES: 0.00022008
ELA: 75.939 Jacobi stage: ITER: 52779 RES: 0.00021779
ELA: 76.039 Jacobi stage: ITER: 52857 RES: 0.00021513
ELA: 76.139 Jacobi stage: ITER: 52931 RES: 0.00021277
ELA: 76.239 Jacobi stage: ITER: 52999 RES: 0.00021055
ELA: 76.34 Jacobi stage: ITER: 53067 RES: 0.00020837
ELA: 76.44 Jacobi stage: ITER: 53133 RES: 0.0002062
ELA: 76.54 Jacobi stage: ITER: 53199 RES: 0.00020418
ELA: 76.64 Jacobi stage: ITER: 53267 RES: 0.00020206
ELA: 76.74 Jacobi stage: ITER: 53333 RES: 0.00019996
ELA: 76.84 Jacobi stage: ITER: 53401 RES: 0.00019789
ELA: 76.94 Jacobi stage: ITER: 53475 RES: 0.00019571
ELA: 77.041 Jacobi stage: ITER: 53555 RES: 0.00019332
ELA: 77.141 Jacobi stage: ITER: 53621 RES: 0.00019131
ELA: 77.241 Jacobi stage: ITER: 53687 RES: 0.00018944
ELA: 77.341 Jacobi stage: ITER: 53755 RES: 0.00018747
ELA: 77.441 Jacobi stage: ITER: 53821 RES: 0.00018552
ELA: 77.541 Jacobi stage: ITER: 53887 RES: 0.00018371
ELA: 77.641 Jacobi stage: ITER: 53955 RES: 0.0001818
ELA: 77.741 Jacobi stage: ITER: 54023 RES: 0.00017991
ELA: 77.841 Jacobi stage: ITER: 54089 RES: 0.00017804
ELA: 77.942 Jacobi stage: ITER: 54169 RES: 0.00017587
ELA: 78.042 Jacobi stage: ITER: 54241 RES: 0.00017393
ELA: 78.142 Jacobi stage: ITER: 54307 RES: 0.00017223
ELA: 78.242 Jacobi stage: ITER: 54375 RES: 0.00017044
ELA: 78.342 Jacobi stage: ITER: 54443 RES: 0.00016867
ELA: 78.442 Jacobi stage: ITER: 54509 RES: 0.00016692
ELA: 78.542 Jacobi stage: ITER: 54577 RES: 0.00016518
ELA: 78.643 Jacobi stage: ITER: 54643 RES: 0.00016357
ELA: 78.743 Jacobi stage: ITER: 54711 RES: 0.00016187
ELA: 78.843 Jacobi stage: ITER: 54785 RES: 0.00015999
ELA: 78.944 Jacobi stage: ITER: 54863 RES: 0.00015813
ELA: 79.044 Jacobi stage: ITER: 54931 RES: 0.00015649
ELA: 79.144 Jacobi stage: ITER: 54999 RES: 0.00015486
ELA: 79.244 Jacobi stage: ITER: 55065 RES: 0.00015325
ELA: 79.344 Jacobi stage: ITER: 55131 RES: 0.00015175
ELA: 79.444 Jacobi stage: ITER: 55199 RES: 0.00015018
ELA: 79.544 Jacobi stage: ITER: 55265 RES: 0.00014862
ELA: 79.645 Jacobi stage: ITER: 55333 RES: 0.00014707
ELA: 79.745 Jacobi stage: ITER: 55407 RES: 0.00014546
ELA: 79.845 Jacobi stage: ITER: 55487 RES: 0.00014368
ELA: 79.945 Jacobi stage: ITER: 55553 RES: 0.00014219
ELA: 80.045 Jacobi stage: ITER: 55619 RES: 0.0001408
ELA: 80.145 Jacobi stage: ITER: 55687 RES: 0.00013933
ELA: 80.245 Jacobi stage: ITER: 55753 RES: 0.00013788
ELA: 80.345 Jacobi stage: ITER: 55819 RES: 0.00013654
ELA: 80.445 Jacobi stage: ITER: 55887 RES: 0.00013512
ELA: 80.545 Jacobi stage: ITER: 55953 RES: 0.00013371
ELA: 80.646 Jacobi stage: ITER: 56019 RES: 0.00013241
ELA: 80.746 Jacobi stage: ITER: 56099 RES: 0.00013079
ELA: 80.846 Jacobi stage: ITER: 56175 RES: 0.00012927
ELA: 80.946 Jacobi stage: ITER: 56241 RES: 0.00012793
ELA: 81.047 Jacobi stage: ITER: 56309 RES: 0.0001266
ELA: 81.147 Jacobi stage: ITER: 56375 RES: 0.00012536
ELA: 81.247 Jacobi stage: ITER: 56443 RES: 0.00012406
ELA: 81.347 Jacobi stage: ITER: 56509 RES: 0.00012277
ELA: 81.447 Jacobi stage: ITER: 56577 RES: 0.00012149
ELA: 81.547 Jacobi stage: ITER: 56647 RES: 0.00012023
ELA: 81.647 Jacobi stage: ITER: 56731 RES: 0.00011869
ELA: 81.748 Jacobi stage: ITER: 56797 RES: 0.00011746
ELA: 81.848 Jacobi stage: ITER: 56865 RES: 0.00011623
ELA: 81.948 Jacobi stage: ITER: 56931 RES: 0.0001151
ELA: 82.048 Jacobi stage: ITER: 56999 RES: 0.0001139
ELA: 82.148 Jacobi stage: ITER: 57067 RES: 0.00011272
ELA: 82.248 Jacobi stage: ITER: 57133 RES: 0.00011155
ELA: 82.348 Jacobi stage: ITER: 57199 RES: 0.00011046
ELA: 82.448 Jacobi stage: ITER: 57267 RES: 0.00010931
ELA: 82.548 Jacobi stage: ITER: 57343 RES: 0.00010804
ELA: 82.649 Jacobi stage: ITER: 57419 RES: 0.00010679
ELA: 82.749 Jacobi stage: ITER: 57487 RES: 0.00010568
ELA: 82.849 Jacobi stage: ITER: 57553 RES: 0.00010458
ELA: 82.949 Jacobi stage: ITER: 57619 RES: 0.00010356
ELA: 83.049 Jacobi stage: ITER: 57687 RES: 0.00010248
ELA: 83.149 Jacobi stage: ITER: 57753 RES: 0.00010141
ELA: 83.249 Jacobi stage: ITER: 57819 RES: 0.00010042
ELA: 83.349 Jacobi stage: ITER: 57887 RES: 9.9379e-05
ELA: 83.449 Jacobi stage: ITER: 57957 RES: 9.8286e-05
ELA: 83.549 Jacobi stage: ITER: 58039 RES: 9.7086e-05
ELA: 83.65 Jacobi stage: ITER: 58111 RES: 9.6018e-05
ELA: 83.75 Jacobi stage: ITER: 58177 RES: 9.502e-05
ELA: 83.85 Jacobi stage: ITER: 58245 RES: 9.4033e-05
ELA: 83.95 Jacobi stage: ITER: 58311 RES: 9.3113e-05
ELA: 84.05 Jacobi stage: ITER: 58379 RES: 9.2145e-05
ELA: 84.15 Jacobi stage: ITER: 58447 RES: 9.1188e-05
ELA: 84.25 Jacobi stage: ITER: 58513 RES: 9.024e-05
ELA: 84.35 Jacobi stage: ITER: 58581 RES: 8.9303e-05
ELA: 84.45 Jacobi stage: ITER: 58655 RES: 8.8321e-05
ELA: 84.551 Jacobi stage: ITER: 58735 RES: 8.7242e-05
ELA: 84.651 Jacobi stage: ITER: 58803 RES: 8.6335e-05
ELA: 84.751 Jacobi stage: ITER: 58869 RES: 8.5438e-05
ELA: 84.851 Jacobi stage: ITER: 58931 RES: 8.4655e-05
ELA: 84.951 Jacobi stage: ITER: 58999 RES: 8.3775e-05
ELA: 85.051 Jacobi stage: ITER: 59067 RES: 8.2905e-05
ELA: 85.151 Jacobi stage: ITER: 59133 RES: 8.2043e-05
ELA: 85.251 Jacobi stage: ITER: 59201 RES: 8.1191e-05
ELA: 85.351 Jacobi stage: ITER: 59267 RES: 8.0396e-05
ELA: 85.451 Jacobi stage: ITER: 59349 RES: 7.9366e-05
ELA: 85.552 Jacobi stage: ITER: 59421 RES: 7.8493e-05
ELA: 85.652 Jacobi stage: ITER: 59487 RES: 7.7725e-05
ELA: 85.752 Jacobi stage: ITER: 59555 RES: 7.6917e-05
ELA: 85.852 Jacobi stage: ITER: 59621 RES: 7.6118e-05
ELA: 85.952 Jacobi stage: ITER: 59687 RES: 7.5374e-05
ELA: 86.052 Jacobi stage: ITER: 59755 RES: 7.459e-05
ELA: 86.152 Jacobi stage: ITER: 59821 RES: 7.3815e-05
ELA: 86.252 Jacobi stage: ITER: 59887 RES: 7.3093e-05
ELA: 86.352 Jacobi stage: ITER: 59963 RES: 7.2245e-05
ELA: 86.452 Jacobi stage: ITER: 60039 RES: 7.1406e-05
ELA: 86.553 Jacobi stage: ITER: 60107 RES: 7.0665e-05
ELA: 86.653 Jacobi stage: ITER: 60173 RES: 6.993e-05
ELA: 86.753 Jacobi stage: ITER: 60241 RES: 6.9204e-05
ELA: 86.853 Jacobi stage: ITER: 60307 RES: 6.8527e-05
ELA: 86.953 Jacobi stage: ITER: 60375 RES: 6.7815e-05
ELA: 87.053 Jacobi stage: ITER: 60441 RES: 6.711e-05
ELA: 87.153 Jacobi stage: ITER: 60507 RES: 6.6454e-05
ELA: 87.254 Jacobi stage: ITER: 60575 RES: 6.5763e-05
ELA: 87.354 Jacobi stage: ITER: 60657 RES: 6.492e-05
ELA: 87.454 Jacobi stage: ITER: 60727 RES: 6.4245e-05
ELA: 87.554 Jacobi stage: ITER: 60795 RES: 6.3578e-05
ELA: 87.654 Jacobi stage: ITER: 60861 RES: 6.2917e-05
ELA: 87.754 Jacobi stage: ITER: 60929 RES: 6.2264e-05
ELA: 87.854 Jacobi stage: ITER: 60997 RES: 6.1617e-05
ELA: 87.954 Jacobi stage: ITER: 61063 RES: 6.1014e-05
ELA: 88.054 Jacobi stage: ITER: 61131 RES: 6.038e-05
ELA: 88.155 Jacobi stage: ITER: 61197 RES: 5.9752e-05
ELA: 88.255 Jacobi stage: ITER: 61271 RES: 5.9095e-05
ELA: 88.355 Jacobi stage: ITER: 61351 RES: 5.8374e-05
ELA: 88.455 Jacobi stage: ITER: 61417 RES: 5.7767e-05
ELA: 88.556 Jacobi stage: ITER: 61483 RES: 5.7202e-05
ELA: 88.656 Jacobi stage: ITER: 61551 RES: 5.6608e-05
ELA: 88.756 Jacobi stage: ITER: 61617 RES: 5.6019e-05
ELA: 88.856 Jacobi stage: ITER: 61683 RES: 5.5471e-05
ELA: 88.956 Jacobi stage: ITER: 61751 RES: 5.4895e-05
ELA: 89.056 Jacobi stage: ITER: 61817 RES: 5.4325e-05
ELA: 89.156 Jacobi stage: ITER: 61885 RES: 5.376e-05
ELA: 89.257 Jacobi stage: ITER: 61967 RES: 5.3104e-05
ELA: 89.357 Jacobi stage: ITER: 62143 RES: 5.1687e-05
ELA: 89.457 Jacobi stage: ITER: 62413 RES: 4.9572e-05
ELA: 89.557 Jacobi stage: ITER: 62667 RES: 4.769e-05
ELA: 89.657 Jacobi stage: ITER: 62735 RES: 4.7195e-05
ELA: 89.757 Jacobi stage: ITER: 62801 RES: 4.6704e-05
ELA: 89.857 Jacobi stage: ITER: 62869 RES: 4.6219e-05
ELA: 89.957 Jacobi stage: ITER: 62935 RES: 4.5767e-05
ELA: 90.057 Jacobi stage: ITER: 63005 RES: 4.5263e-05
ELA: 90.158 Jacobi stage: ITER: 63073 RES: 4.4793e-05
ELA: 90.258 Jacobi stage: ITER: 63139 RES: 4.4355e-05
ELA: 90.358 Jacobi stage: ITER: 63219 RES: 4.3813e-05
ELA: 90.458 Jacobi stage: ITER: 63291 RES: 4.3331e-05
ELA: 90.558 Jacobi stage: ITER: 63359 RES: 4.2881e-05
ELA: 90.658 Jacobi stage: ITER: 63427 RES: 4.2436e-05
ELA: 90.758 Jacobi stage: ITER: 63495 RES: 4.1995e-05
ELA: 90.858 Jacobi stage: ITER: 63563 RES: 4.1558e-05
ELA: 90.958 Jacobi stage: ITER: 63629 RES: 4.1126e-05
ELA: 91.059 Jacobi stage: ITER: 63695 RES: 4.0724e-05
ELA: 91.159 Jacobi stage: ITER: 63763 RES: 4.0301e-05
ELA: 91.259 Jacobi stage: ITER: 63839 RES: 3.9833e-05
ELA: 91.359 Jacobi stage: ITER: 63915 RES: 3.9371e-05
ELA: 91.459 Jacobi stage: ITER: 63983 RES: 3.8962e-05
ELA: 91.559 Jacobi stage: ITER: 64049 RES: 3.8557e-05
ELA: 91.659 Jacobi stage: ITER: 64115 RES: 3.818e-05
ELA: 91.759 Jacobi stage: ITER: 64183 RES: 3.7783e-05
ELA: 91.859 Jacobi stage: ITER: 64249 RES: 3.7391e-05
ELA: 91.96 Jacobi stage: ITER: 64315 RES: 3.7025e-05
ELA: 92.06 Jacobi stage: ITER: 64383 RES: 3.664e-05
ELA: 92.16 Jacobi stage: ITER: 64451 RES: 3.6259e-05
ELA: 92.26 Jacobi stage: ITER: 64531 RES: 3.5817e-05
ELA: 92.36 Jacobi stage: ITER: 64603 RES: 3.5423e-05
ELA: 92.46 Jacobi stage: ITER: 64669 RES: 3.5055e-05
ELA: 92.56 Jacobi stage: ITER: 64735 RES: 3.4712e-05
ELA: 92.66 Jacobi stage: ITER: 64803 RES: 3.4351e-05
ELA: 92.76 Jacobi stage: ITER: 64871 RES: 3.3994e-05
ELA: 92.86 Jacobi stage: ITER: 64937 RES: 3.3641e-05
ELA: 92.961 Jacobi stage: ITER: 65003 RES: 3.3312e-05
ELA: 93.061 Jacobi stage: ITER: 65071 RES: 3.2966e-05
ELA: 93.161 Jacobi stage: ITER: 65147 RES: 3.2583e-05
ELA: 93.261 Jacobi stage: ITER: 65223 RES: 3.2205e-05
ELA: 93.361 Jacobi stage: ITER: 65291 RES: 3.187e-05
ELA: 93.461 Jacobi stage: ITER: 65357 RES: 3.1539e-05
ELA: 93.561 Jacobi stage: ITER: 65423 RES: 3.1231e-05
ELA: 93.661 Jacobi stage: ITER: 65493 RES: 3.0887e-05
ELA: 93.761 Jacobi stage: ITER: 65559 RES: 3.0585e-05
ELA: 93.861 Jacobi stage: ITER: 65627 RES: 3.0267e-05
ELA: 93.962 Jacobi stage: ITER: 65693 RES: 2.9953e-05
ELA: 94.062 Jacobi stage: ITER: 65761 RES: 2.9641e-05
ELA: 94.162 Jacobi stage: ITER: 65843 RES: 2.9279e-05
ELA: 94.262 Jacobi stage: ITER: 65891 RES: 2.9064e-05
ELA: 94.363 Jacobi stage: ITER: 65955 RES: 2.878e-05
ELA: 94.463 Jacobi stage: ITER: 66023 RES: 2.8481e-05
ELA: 94.563 Jacobi stage: ITER: 66089 RES: 2.8185e-05
ELA: 94.663 Jacobi stage: ITER: 66155 RES: 2.7909e-05
ELA: 94.763 Jacobi stage: ITER: 66223 RES: 2.7619e-05
ELA: 94.863 Jacobi stage: ITER: 66291 RES: 2.7332e-05
ELA: 94.963 Jacobi stage: ITER: 66363 RES: 2.7032e-05
ELA: 95.064 Jacobi stage: ITER: 66443 RES: 2.6702e-05
ELA: 95.164 Jacobi stage: ITER: 66511 RES: 2.6424e-05
ELA: 95.264 Jacobi stage: ITER: 66577 RES: 2.615e-05
ELA: 95.364 Jacobi stage: ITER: 66643 RES: 2.5894e-05
ELA: 95.464 Jacobi stage: ITER: 66711 RES: 2.5625e-05
ELA: 95.564 Jacobi stage: ITER: 66779 RES: 2.5358e-05
ELA: 95.664 Jacobi stage: ITER: 66845 RES: 2.5095e-05
ELA: 95.764 Jacobi stage: ITER: 66911 RES: 2.485e-05
ELA: 95.864 Jacobi stage: ITER: 66979 RES: 2.4591e-05
ELA: 95.965 Jacobi stage: ITER: 67059 RES: 2.4291e-05
ELA: 96.065 Jacobi stage: ITER: 67131 RES: 2.4024e-05
ELA: 96.165 Jacobi stage: ITER: 67199 RES: 2.3774e-05
ELA: 96.265 Jacobi stage: ITER: 67265 RES: 2.3527e-05
ELA: 96.365 Jacobi stage: ITER: 67331 RES: 2.3297e-05
ELA: 96.465 Jacobi stage: ITER: 67399 RES: 2.3055e-05
ELA: 96.565 Jacobi stage: ITER: 67465 RES: 2.2815e-05
ELA: 96.665 Jacobi stage: ITER: 67531 RES: 2.2592e-05
ELA: 96.765 Jacobi stage: ITER: 67599 RES: 2.2357e-05
ELA: 96.865 Jacobi stage: ITER: 67673 RES: 2.2098e-05
ELA: 96.966 Jacobi stage: ITER: 67751 RES: 2.1842e-05
ELA: 97.066 Jacobi stage: ITER: 67819 RES: 2.1615e-05
ELA: 97.166 Jacobi stage: ITER: 67885 RES: 2.139e-05
ELA: 97.266 Jacobi stage: ITER: 67953 RES: 2.1168e-05
ELA: 97.366 Jacobi stage: ITER: 68019 RES: 2.0961e-05
ELA: 97.466 Jacobi stage: ITER: 68087 RES: 2.0743e-05
ELA: 97.566 Jacobi stage: ITER: 68155 RES: 2.0527e-05
ELA: 97.666 Jacobi stage: ITER: 68223 RES: 2.0314e-05
ELA: 97.766 Jacobi stage: ITER: 68291 RES: 2.0103e-05
ELA: 97.867 Jacobi stage: ITER: 68369 RES: 1.9857e-05
ELA: 97.967 Jacobi stage: ITER: 68443 RES: 1.9639e-05
ELA: 98.067 Jacobi stage: ITER: 68511 RES: 1.9435e-05
ELA: 98.167 Jacobi stage: ITER: 68579 RES: 1.9233e-05
ELA: 98.267 Jacobi stage: ITER: 68647 RES: 1.9033e-05
ELA: 98.368 Jacobi stage: ITER: 68713 RES: 1.8835e-05
ELA: 98.468 Jacobi stage: ITER: 68779 RES: 1.8651e-05
ELA: 98.568 Jacobi stage: ITER: 68847 RES: 1.8457e-05
ELA: 98.668 Jacobi stage: ITER: 68915 RES: 1.8266e-05
ELA: 98.768 Jacobi stage: ITER: 68987 RES: 1.8065e-05
ELA: 98.868 Jacobi stage: ITER: 69067 RES: 1.7844e-05
ELA: 98.968 Jacobi stage: ITER: 69135 RES: 1.7659e-05
ELA: 99.069 Jacobi stage: ITER: 69203 RES: 1.7475e-05
ELA: 99.169 Jacobi stage: ITER: 69271 RES: 1.7294e-05
ELA: 99.269 Jacobi stage: ITER: 69337 RES: 1.7114e-05
ELA: 99.369 Jacobi stage: ITER: 69403 RES: 1.6947e-05
ELA: 99.469 Jacobi stage: ITER: 69471 RES: 1.677e-05
ELA: 99.569 Jacobi stage: ITER: 69537 RES: 1.6596e-05
ELA: 99.669 Jacobi stage: ITER: 69603 RES: 1.6434e-05
ELA: 99.769 Jacobi stage: ITER: 69683 RES: 1.6233e-05
ELA: 99.869 Jacobi stage: ITER: 69757 RES: 1.6045e-05
ELA: 99.97 Jacobi stage: ITER: 69823 RES: 1.5888e-05
ELA: 100.07 Jacobi stage: ITER: 69891 RES: 1.5723e-05
ELA: 100.17 Jacobi stage: ITER: 69957 RES: 1.5559e-05
ELA: 100.27 Jacobi stage: ITER: 70023 RES: 1.5407e-05
ELA: 100.37 Jacobi stage: ITER: 70091 RES: 1.5247e-05
ELA: 100.47 Jacobi stage: ITER: 70157 RES: 1.5089e-05
ELA: 100.57 Jacobi stage: ITER: 70223 RES: 1.4941e-05
ELA: 100.67 Jacobi stage: ITER: 70295 RES: 1.4777e-05
ELA: 100.77 Jacobi stage: ITER: 70375 RES: 1.4596e-05
ELA: 100.87 Jacobi stage: ITER: 70441 RES: 1.4445e-05
ELA: 100.97 Jacobi stage: ITER: 70507 RES: 1.4303e-05
ELA: 101.07 Jacobi stage: ITER: 70575 RES: 1.4155e-05
ELA: 101.17 Jacobi stage: ITER: 70641 RES: 1.4008e-05
ELA: 101.27 Jacobi stage: ITER: 70709 RES: 1.3862e-05
ELA: 101.37 Jacobi stage: ITER: 70775 RES: 1.3726e-05
ELA: 101.47 Jacobi stage: ITER: 70843 RES: 1.3584e-05
ELA: 101.57 Jacobi stage: ITER: 70911 RES: 1.3443e-05
ELA: 101.67 Jacobi stage: ITER: 70991 RES: 1.3278e-05
ELA: 101.77 Jacobi stage: ITER: 71063 RES: 1.3132e-05
ELA: 101.87 Jacobi stage: ITER: 71129 RES: 1.2996e-05
ELA: 101.97 Jacobi stage: ITER: 71197 RES: 1.2861e-05
ELA: 102.07 Jacobi stage: ITER: 71263 RES: 1.2735e-05
ELA: 102.17 Jacobi stage: ITER: 71331 RES: 1.2603e-05
ELA: 102.27 Jacobi stage: ITER: 71397 RES: 1.2472e-05
ELA: 102.37 Jacobi stage: ITER: 71463 RES: 1.235e-05
ELA: 102.47 Jacobi stage: ITER: 71531 RES: 1.2222e-05
ELA: 102.57 Jacobi stage: ITER: 71607 RES: 1.208e-05
ELA: 102.67 Jacobi stage: ITER: 71683 RES: 1.1939e-05
ELA: 102.77 Jacobi stage: ITER: 71751 RES: 1.1815e-05
ELA: 102.87 Jacobi stage: ITER: 71817 RES: 1.1693e-05
ELA: 102.97 Jacobi stage: ITER: 71883 RES: 1.1578e-05
ELA: 103.07 Jacobi stage: ITER: 71951 RES: 1.1458e-05
ELA: 103.17 Jacobi stage: ITER: 72017 RES: 1.1339e-05
ELA: 103.27 Jacobi stage: ITER: 72085 RES: 1.1221e-05
ELA: 103.37 Jacobi stage: ITER: 72151 RES: 1.1111e-05
ELA: 103.47 Jacobi stage: ITER: 72223 RES: 1.0989e-05
ELA: 103.57 Jacobi stage: ITER: 72303 RES: 1.0855e-05
ELA: 103.67 Jacobi stage: ITER: 72371 RES: 1.0742e-05
ELA: 103.77 Jacobi stage: ITER: 72439 RES: 1.0631e-05
ELA: 103.87 Jacobi stage: ITER: 72505 RES: 1.052e-05
ELA: 103.97 Jacobi stage: ITER: 72571 RES: 1.0417e-05
ELA: 104.07 Jacobi stage: ITER: 72639 RES: 1.0309e-05
ELA: 104.17 Jacobi stage: ITER: 72705 RES: 1.0202e-05
ELA: 104.27 Jacobi stage: ITER: 72771 RES: 1.0102e-05
ELA: 104.37 Jacobi stage: ITER: 72839 RES: 9.997e-06
ELA: 104.48 Jacobi stage: ITER: 72917 RES: 9.8749e-06
ELA: 104.58 Jacobi stage: ITER: 72991 RES: 9.7663e-06
ELA: 104.68 Jacobi stage: ITER: 73059 RES: 9.6648e-06
ELA: 104.78 Jacobi stage: ITER: 73125 RES: 9.5644e-06
ELA: 104.88 Jacobi stage: ITER: 73191 RES: 9.4709e-06
ELA: 104.98 Jacobi stage: ITER: 73259 RES: 9.3725e-06
ELA: 105.08 Jacobi stage: ITER: 73327 RES: 9.2751e-06
ELA: 105.18 Jacobi stage: ITER: 73393 RES: 9.1787e-06
ELA: 105.28 Jacobi stage: ITER: 73459 RES: 9.0889e-06
ELA: 105.38 Jacobi stage: ITER: 73531 RES: 8.9889e-06
ELA: 105.48 Jacobi stage: ITER: 73613 RES: 8.8737e-06
ELA: 105.58 Jacobi stage: ITER: 73681 RES: 8.7815e-06
ELA: 105.68 Jacobi stage: ITER: 73869 RES: 8.5315e-06
ELA: 105.78 Jacobi stage: ITER: 74159 RES: 8.1624e-06
ELA: 105.88 Jacobi stage: ITER: 74467 RES: 7.7852e-06
ELA: 105.98 Jacobi stage: ITER: 74539 RES: 7.6996e-06
ELA: 106.08 Jacobi stage: ITER: 74619 RES: 7.6055e-06
ELA: 106.18 Jacobi stage: ITER: 74691 RES: 7.5219e-06
ELA: 106.28 Jacobi stage: ITER: 74759 RES: 7.4437e-06
ELA: 106.38 Jacobi stage: ITER: 74825 RES: 7.3664e-06
ELA: 106.48 Jacobi stage: ITER: 74891 RES: 7.2943e-06
ELA: 106.58 Jacobi stage: ITER: 74959 RES: 7.2185e-06
ELA: 106.68 Jacobi stage: ITER: 75027 RES: 7.1435e-06
ELA: 106.78 Jacobi stage: ITER: 75093 RES: 7.0693e-06
ELA: 106.88 Jacobi stage: ITER: 75159 RES: 7.0002e-06
ELA: 106.98 Jacobi stage: ITER: 75231 RES: 6.9232e-06
ELA: 107.08 Jacobi stage: ITER: 75313 RES: 6.8344e-06
ELA: 107.18 Jacobi stage: ITER: 75379 RES: 6.7676e-06
ELA: 107.28 Jacobi stage: ITER: 75447 RES: 6.6972e-06
ELA: 107.38 Jacobi stage: ITER: 75513 RES: 6.6276e-06
ELA: 107.48 Jacobi stage: ITER: 75579 RES: 6.5628e-06
ELA: 107.58 Jacobi stage: ITER: 75647 RES: 6.4946e-06
ELA: 107.68 Jacobi stage: ITER: 75715 RES: 6.4271e-06
ELA: 107.78 Jacobi stage: ITER: 75781 RES: 6.3604e-06
ELA: 107.88 Jacobi stage: ITER: 75847 RES: 6.2981e-06
ELA: 107.98 Jacobi stage: ITER: 75927 RES: 6.2212e-06
ELA: 108.08 Jacobi stage: ITER: 76001 RES: 6.149e-06
ELA: 108.18 Jacobi stage: ITER: 76067 RES: 6.0889e-06
ELA: 108.28 Jacobi stage: ITER: 76135 RES: 6.0256e-06
ELA: 108.38 Jacobi stage: ITER: 76201 RES: 5.963e-06
ELA: 108.48 Jacobi stage: ITER: 76267 RES: 5.9047e-06
ELA: 108.58 Jacobi stage: ITER: 76335 RES: 5.8433e-06
ELA: 108.68 Jacobi stage: ITER: 76403 RES: 5.7826e-06
ELA: 108.78 Jacobi stage: ITER: 76469 RES: 5.7225e-06
ELA: 108.88 Jacobi stage: ITER: 76541 RES: 5.6596e-06
ELA: 108.98 Jacobi stage: ITER: 76621 RES: 5.5904e-06
ELA: 109.08 Jacobi stage: ITER: 76687 RES: 5.5358e-06
ELA: 109.18 Jacobi stage: ITER: 76755 RES: 5.4782e-06
ELA: 109.28 Jacobi stage: ITER: 76823 RES: 5.4213e-06
ELA: 109.38 Jacobi stage: ITER: 76889 RES: 5.365e-06
ELA: 109.48 Jacobi stage: ITER: 76957 RES: 5.3092e-06
ELA: 109.58 Jacobi stage: ITER: 77023 RES: 5.2573e-06
ELA: 109.68 Jacobi stage: ITER: 77091 RES: 5.2027e-06
ELA: 109.78 Jacobi stage: ITER: 77159 RES: 5.1486e-06
ELA: 109.88 Jacobi stage: ITER: 77239 RES: 5.0857e-06
ELA: 109.98 Jacobi stage: ITER: 77311 RES: 5.0298e-06
ELA: 110.08 Jacobi stage: ITER: 77379 RES: 4.9775e-06
ELA: 110.18 Jacobi stage: ITER: 77445 RES: 4.9258e-06
ELA: 110.28 Jacobi stage: ITER: 77511 RES: 4.8776e-06
ELA: 110.38 Jacobi stage: ITER: 77579 RES: 4.827e-06
ELA: 110.48 Jacobi stage: ITER: 77647 RES: 4.7768e-06
ELA: 110.58 Jacobi stage: ITER: 77713 RES: 4.7272e-06
ELA: 110.68 Jacobi stage: ITER: 77779 RES: 4.6809e-06
ELA: 110.78 Jacobi stage: ITER: 77853 RES: 4.6266e-06
ELA: 110.88 Jacobi stage: ITER: 77933 RES: 4.5701e-06
ELA: 110.98 Jacobi stage: ITER: 77999 RES: 4.5254e-06
ELA: 111.08 Jacobi stage: ITER: 78067 RES: 4.4784e-06
ELA: 111.18 Jacobi stage: ITER: 78135 RES: 4.4318e-06
ELA: 111.28 Jacobi stage: ITER: 78201 RES: 4.3858e-06
ELA: 111.38 Jacobi stage: ITER: 78267 RES: 4.3429e-06
ELA: 111.48 Jacobi stage: ITER: 78335 RES: 4.2978e-06
ELA: 111.58 Jacobi stage: ITER: 78403 RES: 4.2531e-06
ELA: 111.68 Jacobi stage: ITER: 78469 RES: 4.2089e-06
ELA: 111.78 Jacobi stage: ITER: 78547 RES: 4.1601e-06
ELA: 111.88 Jacobi stage: ITER: 78623 RES: 4.1118e-06
ELA: 111.98 Jacobi stage: ITER: 78689 RES: 4.0691e-06
ELA: 112.08 Jacobi stage: ITER: 78755 RES: 4.0293e-06
ELA: 112.18 Jacobi stage: ITER: 78823 RES: 3.9874e-06
ELA: 112.29 Jacobi stage: ITER: 78891 RES: 3.946e-06
ELA: 112.39 Jacobi stage: ITER: 78957 RES: 3.905e-06
ELA: 112.49 Jacobi stage: ITER: 79023 RES: 3.8668e-06
ELA: 112.59 Jacobi stage: ITER: 79091 RES: 3.8266e-06
ELA: 112.69 Jacobi stage: ITER: 79163 RES: 3.7845e-06
ELA: 112.79 Jacobi stage: ITER: 79243 RES: 3.7383e-06
ELA: 112.89 Jacobi stage: ITER: 79311 RES: 3.6994e-06
ELA: 112.99 Jacobi stage: ITER: 79377 RES: 3.661e-06
ELA: 113.09 Jacobi stage: ITER: 79443 RES: 3.6252e-06
ELA: 113.19 Jacobi stage: ITER: 79511 RES: 3.5875e-06
ELA: 113.29 Jacobi stage: ITER: 79579 RES: 3.5502e-06
ELA: 113.39 Jacobi stage: ITER: 79645 RES: 3.5133e-06
ELA: 113.49 Jacobi stage: ITER: 79711 RES: 3.479e-06
ELA: 113.59 Jacobi stage: ITER: 79779 RES: 3.4428e-06
ELA: 113.69 Jacobi stage: ITER: 79859 RES: 3.4008e-06
ELA: 113.79 Jacobi stage: ITER: 79931 RES: 3.3634e-06
ELA: 113.89 Jacobi stage: ITER: 79999 RES: 3.3284e-06
ELA: 113.99 Jacobi stage: ITER: 80065 RES: 3.2938e-06
ELA: 114.09 Jacobi stage: ITER: 80131 RES: 3.2616e-06
ELA: 114.19 Jacobi stage: ITER: 80199 RES: 3.2277e-06
ELA: 114.29 Jacobi stage: ITER: 80265 RES: 3.1942e-06
ELA: 114.39 Jacobi stage: ITER: 80331 RES: 3.1629e-06
ELA: 114.49 Jacobi stage: ITER: 80399 RES: 3.1301e-06
ELA: 114.59 Jacobi stage: ITER: 80471 RES: 3.0957e-06
ELA: 114.69 Jacobi stage: ITER: 80551 RES: 3.0579e-06
ELA: 114.79 Jacobi stage: ITER: 80619 RES: 3.0261e-06
ELA: 114.89 Jacobi stage: ITER: 80685 RES: 2.9946e-06
ELA: 114.99 Jacobi stage: ITER: 80751 RES: 2.9653e-06
ELA: 115.09 Jacobi stage: ITER: 80819 RES: 2.9345e-06
ELA: 115.19 Jacobi stage: ITER: 80885 RES: 2.904e-06
ELA: 115.29 Jacobi stage: ITER: 80951 RES: 2.8756e-06
ELA: 115.39 Jacobi stage: ITER: 81019 RES: 2.8457e-06
ELA: 115.49 Jacobi stage: ITER: 81085 RES: 2.8162e-06
ELA: 115.59 Jacobi stage: ITER: 81167 RES: 2.7818e-06
ELA: 115.69 Jacobi stage: ITER: 81239 RES: 2.7512e-06
ELA: 115.79 Jacobi stage: ITER: 81305 RES: 2.7226e-06
ELA: 115.89 Jacobi stage: ITER: 81371 RES: 2.696e-06
ELA: 115.99 Jacobi stage: ITER: 81439 RES: 2.668e-06
ELA: 116.09 Jacobi stage: ITER: 81505 RES: 2.6402e-06
ELA: 116.19 Jacobi stage: ITER: 81571 RES: 2.6144e-06
ELA: 116.29 Jacobi stage: ITER: 81639 RES: 2.5872e-06
ELA: 116.39 Jacobi stage: ITER: 81707 RES: 2.5604e-06
ELA: 116.49 Jacobi stage: ITER: 81783 RES: 2.5306e-06
ELA: 116.59 Jacobi stage: ITER: 81859 RES: 2.5013e-06
ELA: 116.69 Jacobi stage: ITER: 81925 RES: 2.4753e-06
ELA: 116.79 Jacobi stage: ITER: 81991 RES: 2.4511e-06
ELA: 116.89 Jacobi stage: ITER: 82059 RES: 2.4256e-06
ELA: 116.99 Jacobi stage: ITER: 82127 RES: 2.4004e-06
ELA: 117.09 Jacobi stage: ITER: 82193 RES: 2.3755e-06
ELA: 117.19 Jacobi stage: ITER: 82259 RES: 2.3522e-06
ELA: 117.29 Jacobi stage: ITER: 82327 RES: 2.3278e-06
ELA: 117.39 Jacobi stage: ITER: 82395 RES: 2.3036e-06
ELA: 117.49 Jacobi stage: ITER: 82479 RES: 2.2741e-06
ELA: 117.59 Jacobi stage: ITER: 82547 RES: 2.2504e-06
ELA: 117.69 Jacobi stage: ITER: 82613 RES: 2.2271e-06
ELA: 117.79 Jacobi stage: ITER: 82679 RES: 2.2053e-06
ELA: 117.89 Jacobi stage: ITER: 82747 RES: 2.1824e-06
ELA: 117.99 Jacobi stage: ITER: 82813 RES: 2.1597e-06
ELA: 118.09 Jacobi stage: ITER: 82879 RES: 2.1385e-06
ELA: 118.19 Jacobi stage: ITER: 82947 RES: 2.1163e-06
ELA: 118.29 Jacobi stage: ITER: 83013 RES: 2.0943e-06
ELA: 118.39 Jacobi stage: ITER: 83091 RES: 2.07e-06
ELA: 118.49 Jacobi stage: ITER: 83167 RES: 2.046e-06
ELA: 118.59 Jacobi stage: ITER: 83233 RES: 2.0247e-06
ELA: 118.69 Jacobi stage: ITER: 83299 RES: 2.0049e-06
ELA: 118.79 Jacobi stage: ITER: 83367 RES: 1.9841e-06
ELA: 118.89 Jacobi stage: ITER: 83433 RES: 1.9635e-06
ELA: 118.99 Jacobi stage: ITER: 83499 RES: 1.9443e-06
ELA: 119.09 Jacobi stage: ITER: 83567 RES: 1.9241e-06
ELA: 119.19 Jacobi stage: ITER: 83635 RES: 1.9041e-06
ELA: 119.29 Jacobi stage: ITER: 83707 RES: 1.8831e-06
ELA: 119.39 Jacobi stage: ITER: 83787 RES: 1.8602e-06
ELA: 119.49 Jacobi stage: ITER: 83855 RES: 1.8408e-06
ELA: 119.59 Jacobi stage: ITER: 83921 RES: 1.8217e-06
ELA: 119.69 Jacobi stage: ITER: 83987 RES: 1.8039e-06
ELA: 119.79 Jacobi stage: ITER: 84055 RES: 1.7851e-06
ELA: 119.89 Jacobi stage: ITER: 84123 RES: 1.7666e-06
ELA: 119.99 Jacobi stage: ITER: 84189 RES: 1.7482e-06
ELA: 120.09 Jacobi stage: ITER: 84255 RES: 1.7311e-06
ELA: 120.19 Jacobi stage: ITER: 84323 RES: 1.7131e-06
ELA: 120.29 Jacobi stage: ITER: 84401 RES: 1.6922e-06
ELA: 120.39 Jacobi stage: ITER: 84475 RES: 1.6736e-06
ELA: 120.49 Jacobi stage: ITER: 84543 RES: 1.6562e-06
ELA: 120.59 Jacobi stage: ITER: 84609 RES: 1.639e-06
ELA: 120.69 Jacobi stage: ITER: 84675 RES: 1.623e-06
ELA: 120.79 Jacobi stage: ITER: 84743 RES: 1.6061e-06
ELA: 120.9 Jacobi stage: ITER: 84809 RES: 1.5894e-06
ELA: 121 Jacobi stage: ITER: 84875 RES: 1.5739e-06
ELA: 121.1 Jacobi stage: ITER: 84943 RES: 1.5575e-06
ELA: 121.2 Jacobi stage: ITER: 85015 RES: 1.5404e-06
ELA: 121.3 Jacobi stage: ITER: 85095 RES: 1.5216e-06
ELA: 121.4 Jacobi stage: ITER: 85163 RES: 1.5058e-06
ELA: 121.5 Jacobi stage: ITER: 85231 RES: 1.4901e-06
ELA: 121.6 Jacobi stage: ITER: 85297 RES: 1.4746e-06
ELA: 121.7 Jacobi stage: ITER: 85363 RES: 1.4602e-06
ELA: 121.8 Jacobi stage: ITER: 85431 RES: 1.445e-06
ELA: 121.9 Jacobi stage: ITER: 85499 RES: 1.43e-06
ELA: 122 Jacobi stage: ITER: 85567 RES: 1.4152e-06
ELA: 122.1 Jacobi stage: ITER: 85835 RES: 1.3581e-06
ELA: 122.2 Jacobi stage: ITER: 86111 RES: 1.3017e-06
ELA: 122.3 Jacobi stage: ITER: 86287 RES: 1.267e-06
ELA: 122.4 Jacobi stage: ITER: 86355 RES: 1.2538e-06
ELA: 122.5 Jacobi stage: ITER: 86421 RES: 1.2408e-06
ELA: 122.6 Jacobi stage: ITER: 86491 RES: 1.2279e-06
ELA: 122.7 Jacobi stage: ITER: 86561 RES: 1.2144e-06
ELA: 122.8 Jacobi stage: ITER: 86639 RES: 1.2003e-06
ELA: 122.9 Jacobi stage: ITER: 86725 RES: 1.1842e-06
ELA: 123 Jacobi stage: ITER: 86795 RES: 1.1719e-06
ELA: 123.1 Jacobi stage: ITER: 86867 RES: 1.159e-06
ELA: 123.2 Jacobi stage: ITER: 86937 RES: 1.1463e-06
ELA: 123.3 Jacobi stage: ITER: 87029 RES: 1.1302e-06
ELA: 123.4 Jacobi stage: ITER: 87099 RES: 1.1184e-06
ELA: 123.5 Jacobi stage: ITER: 87171 RES: 1.1061e-06
ELA: 123.6 Jacobi stage: ITER: 87243 RES: 1.094e-06
ELA: 123.7 Jacobi stage: ITER: 87315 RES: 1.0819e-06
ELA: 123.8 Jacobi stage: ITER: 87405 RES: 1.0668e-06
ELA: 123.9 Jacobi stage: ITER: 87475 RES: 1.0557e-06
ELA: 124 Jacobi stage: ITER: 87547 RES: 1.0441e-06
ELA: 124.1 Jacobi stage: ITER: 87619 RES: 1.0326e-06
ELA: 124.2 Jacobi stage: ITER: 87709 RES: 1.0181e-06
ELA: 124.3 Jacobi stage: ITER: 87781 RES: 1.0069e-06
Vector x = [ 0.999999, 0.999999, 0.999998, 0.999999, 0.999999 ]
Member Function Documentation
◆ refresh()
template<typename Real = double>
|
overridevirtual |
Causes that the monitor prints out the status of the solver.
Implements TNL::Solvers::SolverMonitor.
◆ setIterations()
template<typename Real = double>
| void TNL::Solvers::IterativeSolverMonitor< Real >::setIterations | ( | const IndexType & | iterations | ) |
Set number of the current iteration.
- Parameters
-
iterations is number of the current iteration.
◆ setNodesPerIteration()
template<typename Real = double>
| void TNL::Solvers::IterativeSolverMonitor< Real >::setNodesPerIteration | ( | const IndexType & | nodes | ) |
Set the number of nodes of the numerical mesh or lattice.
This can be used to compute the number of nodes processed per one second.
- Parameters
-
nodes is number of nodes of the numerical mesh or lattice.
◆ setResidue()
template<typename Real = double>
| void TNL::Solvers::IterativeSolverMonitor< Real >::setResidue | ( | const RealType & | residue | ) |
Set residue of the current approximation of the solution.
- Parameters
-
residue is a residue of the current approximation of the solution.
◆ setStage()
template<typename Real = double>
| void TNL::Solvers::IterativeSolverMonitor< Real >::setStage | ( | const std::string & | stage | ) |
This method can be used for naming a stage of the monitored solver.
The stage name can be used to differ between various stages of iterative solvers.
- Parameters
-
stage is name of the solver stage.
◆ setTime()
template<typename Real = double>
| void TNL::Solvers::IterativeSolverMonitor< Real >::setTime | ( | const RealType & | time | ) |
Set the time of the simulated evolution if it is time dependent.
This can be used for example when solving parabolic or hyperbolic PDEs.
- Parameters
-
time time of the simulated evolution.
◆ setTimeStep()
template<typename Real = double>
| void TNL::Solvers::IterativeSolverMonitor< Real >::setTimeStep | ( | const RealType & | timeStep | ) |
Set the time step for time dependent iterative solvers.
- Parameters
-
timeStep time step of the time dependent iterative solver.
◆ setVerbose()
template<typename Real = double>
| void TNL::Solvers::IterativeSolverMonitor< Real >::setVerbose | ( | const IndexType & | verbose | ) |
Set up the verbosity of the monitor.
- Parameters
-
verbose is the new value of the verbosity of the monitor.
The documentation for this class was generated from the following file:
- src/TNL/Solvers/IterativeSolverMonitor.h
Generated on for Template Numerical Library by
1.15.0