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How fast are these Community detection (Louvain) implementations? : OUTPUT
Raw
output-test-louvain-communities--ECP-ExaGraph--grappolo.log
This file has been truncated, but you can view the full file.
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/indochina-2004.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 7414866, |T|= 7414866, |E|= 194109311
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 194109311 to 93886759
Done cumulative addition for edgeListPtrs: 0.016536 sec.
Time for allocating memory for edgeList = 0.041680
About to build edgeList...
Time for building edgeList = 0.719947
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 7414866
Number of edges : 93886759
Maximum out-degree is: 167115
Average out-degree is: 25.323926
Expected value of X^2: 73965.766096
Variance is : 73324.464867
Standard deviation : 270.784905
Isolated vertices : 1116898 (15.06%)
Degree-one vertices : 1290685 (17.41%)
Density : 0.000171%
*******************************************
|V|= 7414866, |E|= 93886759
Done duplicating the graph: 0.811097 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.378
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 5.48446e+11 -0.000016 13.367 0.055 13.422
2 1.87919e+07 1.17436e+14 0.096747 8.801 0.072 8.874
3 8.25664e+07 2.34562e+15 0.373187 0.525 0.032 0.558
4 9.8102e+07 2.36205e+15 0.455457 0.405 0.038 0.443
5 1.01768e+08 2.3632e+15 0.474951 0.312 0.021 0.334
6 1.02495e+08 2.36344e+15 0.478811 0.374 0.028 0.403
7 1.0343e+08 2.36357e+15 0.483790 0.461 0.061 0.522
8 1.03394e+08 2.36357e+15 0.483599 0.478 0.007 0.485
========================================================================================================
Total time for 8 iterations is: 25.039675
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.666695
Number of unique clusters: 642324
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 642324
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.513
Time to count edges: 2.261
Time to build the graph: 0.138
Total time: 2.912
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.093
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.0343e+08 2.36357e+15 0.483790 0.077 0.015 0.092
2 1.75399e+08 2.37668e+15 0.866690 0.061 0.009 0.070
3 1.79126e+08 2.3791e+15 0.886470 0.058 0.019 0.077
4 1.7975e+08 2.37987e+15 0.889772 0.048 0.013 0.061
5 1.80013e+08 2.37956e+15 0.891184 0.048 0.027 0.075
6 1.8015e+08 2.38016e+15 0.891894 0.026 0.041 0.066
7 1.80219e+08 2.37977e+15 0.892274 0.053 0.009 0.062
8 1.80261e+08 2.38024e+15 0.892481 0.045 0.019 0.064
9 1.80276e+08 2.37981e+15 0.892578 0.044 0.009 0.053
10 1.8029e+08 2.38027e+15 0.892638 0.072 0.019 0.091
11 1.80314e+08 2.37984e+15 0.892777 0.023 0.041 0.064
12 1.80315e+08 2.38028e+15 0.892770 0.044 0.011 0.055
========================================================================================================
Total time for 12 iterations is: 0.829125
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.077347
Number of unique clusters: 156938
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 156938
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
Time to count edges: 0.035
Time to build the graph: 0.040
Total time: 0.133
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.053
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.80314e+08 2.37984e+15 0.892777 0.023 0.009 0.031
2 1.85266e+08 2.41953e+15 0.918022 0.057 0.012 0.069
3 1.85929e+08 2.41692e+15 0.921629 0.062 0.018 0.080
4 1.86135e+08 2.42488e+15 0.922501 0.045 0.021 0.066
5 1.86114e+08 2.41854e+15 0.922566 0.043 0.021 0.063
6 1.86218e+08 2.42596e+15 0.922914 0.042 0.018 0.061
7 1.86158e+08 2.41885e+15 0.922794 0.066 0.014 0.081
========================================================================================================
Total time for 7 iterations is: 0.450528
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.019497
Number of unique clusters: 69655
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 69655
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.038
Time to count edges: 0.047
Time to build the graph: 0.042
Total time: 0.128
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.86218e+08 2.42596e+15 0.922914 0.051 0.009 0.060
2 1.87291e+08 2.47174e+15 0.927327 0.051 0.019 0.070
3 1.87336e+08 2.46932e+15 0.927638 0.033 0.018 0.051
4 1.87377e+08 2.47613e+15 0.927662 0.035 0.012 0.048
5 1.8735e+08 2.47094e+15 0.927667 0.041 0.020 0.060
6 1.8738e+08 2.47611e+15 0.927679 0.036 0.020 0.055
7 1.87353e+08 2.47091e+15 0.927680 0.044 0.020 0.063
========================================================================================================
Total time for 7 iterations is: 0.407711
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.011329
Number of unique clusters: 57069
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 57069
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.068
Time to count edges: 0.016
Time to build the graph: 0.036
Total time: 0.120
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8738e+08 2.47611e+15 0.927679 0.081 0.029 0.110
2 1.87446e+08 2.48097e+15 0.927889 0.033 0.009 0.042
3 1.87447e+08 2.48087e+15 0.927899 0.073 0.020 0.093
4 1.87447e+08 2.48133e+15 0.927889 0.038 0.019 0.057
========================================================================================================
Total time for 4 iterations is: 0.302623
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.010270
Number of unique clusters: 55171
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 55171
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.068
Time to count edges: 0.024
Time to build the graph: 0.020
Total time: 0.111
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.032
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87447e+08 2.48087e+15 0.927899 0.018 0.055 0.074
2 1.8745e+08 2.48111e+15 0.927907 0.020 0.009 0.029
3 1.8745e+08 2.481e+15 0.927911 0.033 0.026 0.059
4 1.8745e+08 2.48117e+15 0.927907 0.017 0.039 0.057
========================================================================================================
Total time for 4 iterations is: 0.218351
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.014449
Number of unique clusters: 54778
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 54778
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.065
Time to count edges: 0.025
Time to build the graph: 0.024
Total time: 0.114
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8745e+08 2.481e+15 0.927911 0.036 0.018 0.054
2 1.8745e+08 2.48105e+15 0.927912 0.018 0.009 0.027
3 1.8745e+08 2.48102e+15 0.927913 0.093 0.022 0.115
4 1.87451e+08 2.48105e+15 0.927913 0.020 0.031 0.052
========================================================================================================
Total time for 4 iterations is: 0.247215
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.018940
Number of unique clusters: 54633
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 54633
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.037
Time to count edges: 0.020
Time to build the graph: 0.042
Total time: 0.099
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.082
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8745e+08 2.48102e+15 0.927913 0.024 0.030 0.055
2 1.87451e+08 2.48102e+15 0.927915 0.042 0.009 0.052
3 1.87451e+08 2.48102e+15 0.927915 0.053 0.020 0.072
========================================================================================================
Total time for 3 iterations is: 0.178151
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.015488
Number of unique clusters: 54567
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 54567
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.046
Time to count edges: 0.005
Time to build the graph: 0.039
Total time: 0.090
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87451e+08 2.48102e+15 0.927915 0.046 0.014 0.060
2 1.87451e+08 2.48102e+15 0.927915 0.047 0.026 0.073
========================================================================================================
Total time for 2 iterations is: 0.133389
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.019643
Number of unique clusters: 54567
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 9
Total number of iterations : 51
Final number of clusters : 54567
Final modularity : 0.927915
Total time for clustering : 27.806769
Total time for building phases : 3.707600
********************************************
TOTAL TIME : 31.514369
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/uk-2002.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 18520486, |T|= 18520486, |E|= 298113762
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 298113762 to 141675386
Done cumulative addition for edgeListPtrs: 0.043683 sec.
Time for allocating memory for edgeList = 0.018668
About to build edgeList...
Time for building edgeList = 0.446640
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 18520486
Number of edges : 141675386
Maximum out-degree is: 54968
Average out-degree is: 15.299316
Expected value of X^2: 6747.117037
Variance is : 6513.047960
Standard deviation : 80.703457
Isolated vertices : 2400482 (12.96%)
Degree-one vertices : 3322530 (17.94%)
Density : 0.000041%
*******************************************
|V|= 18520486, |E|= 141675386
Done duplicating the graph: 0.215206 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.152
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 1.2496e+11 -0.000002 2.417 0.037 2.454
2 3.05437e+07 1.9216e+12 0.107771 1.198 0.013 1.210
3 6.09299e+07 5.42205e+12 0.214966 0.597 0.014 0.611
4 8.79699e+07 8.3525e+12 0.310359 0.356 0.013 0.370
5 9.42612e+07 9.15573e+12 0.332552 0.306 0.014 0.320
6 9.5746e+07 9.63019e+12 0.337786 0.318 0.009 0.328
7 9.74316e+07 9.80967e+12 0.343733 0.328 0.025 0.354
8 9.75327e+07 9.85613e+12 0.344089 0.290 0.025 0.315
9 9.848e+07 9.9306e+12 0.347431 0.273 0.023 0.296
10 9.82664e+07 9.93446e+12 0.346678 0.271 0.025 0.296
========================================================================================================
Total time for 10 iterations is: 6.554043
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.557000
Number of unique clusters: 1623290
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1623290
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.402
Time to count edges: 2.245
Time to build the graph: 0.089
Total time: 2.736
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.033
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.848e+07 9.9306e+12 0.347431 0.145 0.019 0.164
2 2.57898e+08 2.23321e+13 0.909894 0.091 0.034 0.125
3 2.65593e+08 2.42261e+13 0.937027 0.094 0.010 0.103
4 2.66753e+08 2.45242e+13 0.941118 0.063 0.009 0.073
5 2.67063e+08 2.45115e+13 0.942211 0.078 0.025 0.103
6 2.67218e+08 2.45846e+13 0.942758 0.068 0.010 0.077
7 2.67269e+08 2.45331e+13 0.942938 0.085 0.039 0.124
8 2.67324e+08 2.45962e+13 0.943132 0.066 0.018 0.084
9 2.67335e+08 2.45418e+13 0.943171 0.071 0.021 0.092
10 2.6737e+08 2.46037e+13 0.943295 0.099 0.017 0.116
11 2.67362e+08 2.45468e+13 0.943265 0.069 0.015 0.084
========================================================================================================
Total time for 11 iterations is: 1.143716
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.355769
Number of unique clusters: 415980
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 415980
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.084
Time to count edges: 0.096
Time to build the graph: 0.028
Total time: 0.208
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.036
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.6737e+08 2.46037e+13 0.943295 0.089 0.010 0.099
2 2.7711e+08 4.93322e+13 0.977362 0.100 0.019 0.119
3 2.78896e+08 5.30388e+13 0.983617 0.078 0.022 0.100
4 2.79312e+08 5.92156e+13 0.985010 0.145 0.018 0.163
5 2.79372e+08 5.49512e+13 0.985274 0.081 0.009 0.090
6 2.79454e+08 5.94937e+13 0.985507 0.139 0.017 0.156
7 2.79441e+08 5.51419e+13 0.985515 0.056 0.009 0.065
8 2.79483e+08 5.95856e+13 0.985609 0.087 0.017 0.105
9 2.7945e+08 5.50549e+13 0.985547 0.065 0.033 0.098
========================================================================================================
Total time for 9 iterations is: 0.994234
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.065454
Number of unique clusters: 172627
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 172627
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
Time to count edges: 0.093
Time to build the graph: 0.036
Total time: 0.159
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.028
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.79483e+08 5.95856e+13 0.985609 0.068 0.064 0.132
2 2.81078e+08 9.86738e+13 0.990752 0.069 0.013 0.082
3 2.81203e+08 8.64117e+13 0.991343 0.127 0.006 0.133
4 2.81275e+08 1.00405e+14 0.991424 0.149 0.006 0.155
5 2.81242e+08 8.82328e+13 0.991457 0.076 0.017 0.093
6 2.81286e+08 1.00248e+14 0.991464 0.090 0.017 0.107
7 2.81246e+08 8.85727e+13 0.991470 0.085 0.036 0.121
8 2.81288e+08 1.00289e+14 0.991472 0.052 0.005 0.057
9 2.81247e+08 8.85902e+13 0.991472 0.112 0.015 0.127
========================================================================================================
Total time for 9 iterations is: 1.007799
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.028475
Number of unique clusters: 136565
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 136565
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.073
Time to count edges: 0.034
Time to build the graph: 0.034
Total time: 0.141
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.81288e+08 1.00289e+14 0.991472 0.043 0.043 0.086
2 2.81493e+08 1.22049e+14 0.991923 0.065 0.009 0.074
3 2.81506e+08 1.22111e+14 0.991968 0.103 0.015 0.118
4 2.81509e+08 1.23279e+14 0.991964 0.042 0.013 0.055
========================================================================================================
Total time for 4 iterations is: 0.332456
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.024759
Number of unique clusters: 131791
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 131791
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.074
Time to count edges: 0.018
Time to build the graph: 0.024
Total time: 0.115
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.81506e+08 1.22111e+14 0.991968 0.039 0.009 0.048
2 2.81529e+08 1.30662e+14 0.991944 0.041 0.052 0.093
========================================================================================================
Total time for 2 iterations is: 0.140674
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.034362
Number of unique clusters: 131791
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 6
Total number of iterations : 45
Final number of clusters : 131791
Final modularity : 0.991968
Total time for clustering : 10.172923
Total time for building phases : 3.359797
********************************************
TOTAL TIME : 13.532721
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/arabic-2005.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 22744080, |T|= 22744080, |E|= 639999458
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 639999458 to 308233435
Done cumulative addition for edgeListPtrs: 0.027270 sec.
Time for allocating memory for edgeList = 0.008876
About to build edgeList...
Time for building edgeList = 0.908674
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 22744080
Number of edges : 308233435
Maximum out-degree is: 397676
Average out-degree is: 27.104498
Expected value of X^2: 80797.422943
Variance is : 80062.769134
Standard deviation : 282.953652
Isolated vertices : 2505917 (11.02%)
Degree-one vertices : 3471988 (15.27%)
Density : 0.000060%
*******************************************
|V|= 22744080, |E|= 308233435
Done duplicating the graph: 0.586521 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.197
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 1.83766e+12 -0.000005 13.141 0.077 13.218
2 5.93929e+07 2.25526e+13 0.096285 4.199 0.025 4.225
3 1.59522e+08 2.80345e+14 0.258031 1.630 0.015 1.645
4 2.23189e+08 3.54534e+14 0.361113 0.749 0.048 0.797
5 2.36778e+08 3.75892e+14 0.383099 0.613 0.017 0.630
6 2.39836e+08 3.8159e+14 0.388046 0.593 0.024 0.617
7 2.42862e+08 3.85878e+14 0.392942 0.579 0.034 0.613
8 2.43129e+08 3.87571e+14 0.393371 0.538 0.040 0.577
9 2.44815e+08 3.89359e+14 0.396102 0.520 0.014 0.534
10 2.44534e+08 3.90506e+14 0.395643 0.640 0.023 0.663
========================================================================================================
Total time for 10 iterations is: 23.520507
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.415396
Number of unique clusters: 1581600
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1581600
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.551
Time to count edges: 4.307
Time to build the graph: 0.140
Total time: 4.997
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.072
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.44815e+08 3.89359e+14 0.396102 0.174 0.038 0.212
2 5.62945e+08 6.59232e+14 0.911444 0.148 0.028 0.175
3 5.7342e+08 7.05774e+14 0.928314 0.117 0.032 0.150
4 5.75293e+08 7.40457e+14 0.931262 0.107 0.035 0.143
5 5.76041e+08 7.19297e+14 0.932531 0.079 0.027 0.106
6 5.76168e+08 7.469e+14 0.932664 0.099 0.028 0.127
7 5.76415e+08 7.20223e+14 0.933135 0.092 0.023 0.115
8 5.76404e+08 7.4851e+14 0.933042 0.089 0.032 0.121
========================================================================================================
Total time for 8 iterations is: 1.149038
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.151314
Number of unique clusters: 331996
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 331996
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.088
Time to count edges: 0.105
Time to build the graph: 0.044
Total time: 0.237
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.056
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.76415e+08 7.20223e+14 0.933135 0.070 0.027 0.097
2 6.06638e+08 1.37075e+15 0.980449 0.058 0.033 0.091
3 6.09346e+08 1.36205e+15 0.984864 0.063 0.018 0.082
4 6.10163e+08 1.39103e+15 0.986114 0.054 0.032 0.086
5 6.1006e+08 1.37487e+15 0.985990 0.075 0.018 0.093
========================================================================================================
Total time for 5 iterations is: 0.448931
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.033706
Number of unique clusters: 119668
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 119668
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.083
Time to count edges: 0.030
Time to build the graph: 0.053
Total time: 0.166
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.061
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 6.10163e+08 1.39103e+15 0.986114 0.050 0.027 0.077
2 6.13503e+08 1.61249e+15 0.990949 0.033 0.018 0.051
3 6.13942e+08 1.6503e+15 0.991562 0.046 0.018 0.064
4 6.14017e+08 1.68007e+15 0.991605 0.046 0.018 0.064
5 6.14029e+08 1.67925e+15 0.991627 0.041 0.027 0.068
6 6.14049e+08 1.69026e+15 0.991631 0.042 0.027 0.069
7 6.14034e+08 1.67859e+15 0.991637 0.038 0.021 0.059
8 6.14049e+08 1.68966e+15 0.991632 0.033 0.018 0.052
========================================================================================================
Total time for 8 iterations is: 0.503992
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.017739
Number of unique clusters: 92895
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 92895
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
Time to count edges: 0.018
Time to build the graph: 0.038
Total time: 0.110
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 6.14034e+08 1.67859e+15 0.991637 0.047 0.040 0.087
2 6.14266e+08 1.73023e+15 0.991876 0.035 0.026 0.062
3 6.14275e+08 1.72895e+15 0.991895 0.042 0.018 0.059
4 6.14278e+08 1.73239e+15 0.991891 0.035 0.018 0.053
========================================================================================================
Total time for 4 iterations is: 0.260379
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.021544
Number of unique clusters: 89674
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 89674
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.053
Time to count edges: 0.019
Time to build the graph: 0.035
Total time: 0.108
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 6.14275e+08 1.72895e+15 0.991895 0.034 0.022 0.056
2 6.14286e+08 1.73616e+15 0.991894 0.041 0.018 0.059
========================================================================================================
Total time for 2 iterations is: 0.114811
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.027870
Number of unique clusters: 89674
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 6
Total number of iterations : 37
Final number of clusters : 89674
Final modularity : 0.991895
Total time for clustering : 25.997658
Total time for building phases : 5.617622
********************************************
TOTAL TIME : 31.615280
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/uk-2005.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 39459925, |T|= 39459925, |E|= 936364282
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 936364282 to 433801162
Done cumulative addition for edgeListPtrs: 0.077422 sec.
Time for allocating memory for edgeList = 0.027255
About to build edgeList...
Time for building edgeList = 1.545374
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 39459925
Number of edges : 433801162
Maximum out-degree is: 404704
Average out-degree is: 21.986923
Expected value of X^2: 199925.591305
Variance is : 199442.166531
Standard deviation : 446.589483
Isolated vertices : 3394609 (8.60%)
Degree-one vertices : 6436391 (16.31%)
Density : 0.000028%
*******************************************
|V|= 39459925, |E|= 433801162
Done duplicating the graph: 0.981056 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.320
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 7.88905e+12 -0.000010 13.664 0.044 13.708
2 1.2073e+08 1.38049e+13 0.139136 13.064 0.039 13.103
3 2.69438e+08 3.92253e+14 0.310033 3.658 0.078 3.737
4 3.82243e+08 9.76326e+14 0.439277 1.373 0.086 1.459
5 4.03884e+08 1.19738e+15 0.463926 1.367 0.032 1.399
6 4.10505e+08 1.22782e+15 0.471517 1.014 0.035 1.049
7 4.14884e+08 1.24176e+15 0.476546 1.233 0.051 1.283
8 4.1646e+08 1.2479e+15 0.478355 1.539 0.061 1.600
9 4.18365e+08 1.25355e+15 0.480543 1.272 0.075 1.348
10 4.18665e+08 1.25728e+15 0.480883 1.459 0.049 1.508
11 4.1985e+08 1.25755e+15 0.482249 1.432 0.060 1.492
12 4.19733e+08 1.25836e+15 0.482113 1.332 0.083 1.415
========================================================================================================
Total time for 12 iterations is: 43.100734
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 5.326501
Number of unique clusters: 3043591
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3043591
Actual number of threads: 64 (requested: 64)
Time to initialize: 1.388
Time to count edges: 8.845
Time to build the graph: 0.242
Total time: 10.476
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.096
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.1985e+08 1.25755e+15 0.482249 0.270 0.022 0.293
2 8.16271e+08 2.65615e+15 0.937306 0.254 0.034 0.288
3 8.31283e+08 2.70276e+15 0.954548 0.254 0.029 0.283
4 8.33612e+08 2.7059e+15 0.957228 0.208 0.025 0.233
5 8.34282e+08 2.70776e+15 0.957997 0.212 0.054 0.266
6 8.34541e+08 2.72726e+15 0.958270 0.249 0.079 0.328
7 8.34679e+08 2.94531e+15 0.958140 0.192 0.039 0.231
========================================================================================================
Total time for 7 iterations is: 1.921931
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.663350
Number of unique clusters: 755592
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 755592
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.093
Time to count edges: 0.290
Time to build the graph: 0.131
Total time: 0.514
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.077
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.34541e+08 2.72726e+15 0.958270 0.340 0.077 0.418
2 8.54804e+08 3.88561e+15 0.980087 0.243 0.062 0.304
3 8.57338e+08 3.83278e+15 0.983078 0.220 0.054 0.274
4 8.58082e+08 3.9071e+15 0.983836 0.233 0.075 0.309
5 8.5811e+08 3.84357e+15 0.983952 0.263 0.024 0.287
6 8.58383e+08 3.91236e+15 0.984176 0.212 0.018 0.230
7 8.58247e+08 3.8476e+15 0.984105 0.214 0.043 0.256
========================================================================================================
Total time for 7 iterations is: 2.077791
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.158540
Number of unique clusters: 281213
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 281213
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.043
Time to count edges: 0.166
Time to build the graph: 0.074
Total time: 0.282
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.081
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.58383e+08 3.91236e+15 0.984176 0.283 0.037 0.320
2 8.61598e+08 4.09893e+15 0.987634 0.255 0.009 0.265
3 8.61907e+08 4.07841e+15 0.988017 0.198 0.014 0.212
4 8.62045e+08 4.12018e+15 0.988121 0.216 0.038 0.254
5 8.62013e+08 4.09174e+15 0.988121 0.212 0.067 0.279
========================================================================================================
Total time for 5 iterations is: 1.329713
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.081195
Number of unique clusters: 200270
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 200270
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.093
Time to count edges: 0.138
Time to build the graph: 0.106
Total time: 0.337
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.076
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.62045e+08 4.12018e+15 0.988121 0.190 0.027 0.216
2 8.62506e+08 4.25202e+15 0.988477 0.203 0.027 0.230
3 8.62535e+08 4.24578e+15 0.988519 0.178 0.027 0.204
4 8.62554e+08 4.26219e+15 0.988519 0.171 0.047 0.218
========================================================================================================
Total time for 4 iterations is: 0.869473
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.047566
Number of unique clusters: 188216
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 188216
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.061
Time to count edges: 0.068
Time to build the graph: 0.079
Total time: 0.208
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.050
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.62535e+08 4.24578e+15 0.988519 0.156 0.039 0.195
2 8.62612e+08 4.28503e+15 0.988556 0.171 0.060 0.231
3 8.62622e+08 4.29141e+15 0.988559 0.175 0.065 0.240
4 8.62624e+08 4.31265e+15 0.988533 0.187 0.037 0.225
========================================================================================================
Total time for 4 iterations is: 0.890453
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.050846
Number of unique clusters: 186564
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 186564
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.080
Time to count edges: 0.068
Time to build the graph: 0.067
Total time: 0.216
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.076
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.62622e+08 4.29141e+15 0.988559 0.152 0.006 0.158
2 8.62627e+08 4.29808e+15 0.988555 0.120 0.028 0.148
========================================================================================================
Total time for 2 iterations is: 0.306184
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.062100
Number of unique clusters: 186564
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 7
Total number of iterations : 41
Final number of clusters : 186564
Final modularity : 0.988559
Total time for clustering : 50.496278
Total time for building phases : 12.033224
********************************************
TOTAL TIME : 62.529502
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/webbase-2001.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 118142155, |T|= 118142155, |E|= 1019903190
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 1019903190 to 467831523
Done cumulative addition for edgeListPtrs: 0.112779 sec.
Time for allocating memory for edgeList = 0.029249
About to build edgeList...
Time for building edgeList = 1.842861
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 118142155
Number of edges : 467831523
Maximum out-degree is: 168046
Average out-degree is: 7.919807
Expected value of X^2: 2906.820123
Variance is : 2844.096783
Standard deviation : 53.330074
Isolated vertices : 24629884 (20.85%)
Degree-one vertices : 25043823 (21.20%)
Density : 0.000003%
*******************************************
|V|= 118142155, |E|= 467831523
Done duplicating the graph: 0.621008 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.368
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 3.43418e+11 -0.000000 4.586 0.047 4.633
2 1.40646e+08 9.53618e+12 0.150306 3.031 0.028 3.059
3 2.51126e+08 2.83669e+13 0.268361 1.910 0.076 1.986
4 3.24312e+08 3.45169e+13 0.346573 1.438 0.037 1.475
5 3.48018e+08 3.57759e+13 0.371907 1.119 0.024 1.143
6 3.55999e+08 3.62148e+13 0.380436 1.286 0.024 1.310
7 3.63756e+08 3.65228e+13 0.388726 1.658 0.026 1.684
8 3.6593e+08 3.66953e+13 0.391050 1.729 0.026 1.754
9 3.70046e+08 3.69843e+13 0.395448 1.715 0.028 1.744
10 3.70353e+08 3.73611e+13 0.395776 1.475 0.028 1.503
11 3.73365e+08 3.83628e+13 0.398994 1.688 0.026 1.714
12 3.7296e+08 3.96472e+13 0.398560 1.796 0.026 1.822
========================================================================================================
Total time for 12 iterations is: 23.826330
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 11.118337
Number of unique clusters: 13281047
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13281047
Actual number of threads: 64 (requested: 64)
Time to initialize: 2.229
Time to count edges: 4.520
Time to build the graph: 0.238
Total time: 6.986
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.73365e+08 3.83628e+13 0.398994 0.922 0.012 0.934
2 8.29938e+08 7.74741e+13 0.886917 0.709 0.017 0.726
3 8.60127e+08 9.01002e+13 0.919167 0.574 0.024 0.598
4 8.6542e+08 1.02401e+14 0.924810 0.584 0.014 0.597
5 8.67332e+08 1.02547e+14 0.926853 0.543 0.036 0.579
6 8.68178e+08 1.09418e+14 0.927749 0.534 0.017 0.550
7 8.68603e+08 1.07484e+14 0.928206 0.527 0.012 0.538
8 8.68792e+08 1.1248e+14 0.928402 0.610 0.012 0.622
9 8.68949e+08 1.09573e+14 0.928573 0.642 0.019 0.661
10 8.69004e+08 1.14134e+14 0.928627 0.515 0.012 0.528
11 8.69083e+08 1.10891e+14 0.928715 0.533 0.012 0.545
12 8.69104e+08 1.15152e+14 0.928733 0.544 0.033 0.577
13 8.69201e+08 1.11739e+14 0.928841 0.506 0.037 0.542
14 8.69194e+08 1.15807e+14 0.928829 0.539 0.011 0.549
========================================================================================================
Total time for 14 iterations is: 8.548051
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 2.647098
Number of unique clusters: 3895059
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3895059
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.182
Time to count edges: 0.739
Time to build the graph: 0.069
Total time: 0.990
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.046
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.69201e+08 1.11739e+14 0.928841 0.718 0.010 0.727
2 9.06038e+08 7.82838e+14 0.967444 0.576 0.010 0.586
3 9.12684e+08 6.67232e+14 0.974679 0.461 0.021 0.482
4 9.14782e+08 9.55027e+14 0.976593 0.473 0.018 0.491
5 9.15026e+08 7.67784e+14 0.977067 0.440 0.016 0.456
6 9.15752e+08 9.7854e+14 0.977602 0.489 0.010 0.500
7 9.15456e+08 7.92609e+14 0.977498 0.490 0.013 0.503
========================================================================================================
Total time for 7 iterations is: 3.744245
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.969908
Number of unique clusters: 1861853
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1861853
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.112
Time to count edges: 0.942
Time to build the graph: 0.077
Total time: 1.131
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.028
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.15752e+08 9.7854e+14 0.977602 0.358 0.009 0.367
2 9.22755e+08 1.75324e+15 0.984202 0.276 0.019 0.296
3 9.23388e+08 1.44299e+15 0.985233 0.260 0.039 0.299
4 9.23911e+08 1.70441e+15 0.985493 0.225 0.009 0.234
5 9.23628e+08 1.46641e+15 0.985462 0.416 0.016 0.433
========================================================================================================
Total time for 5 iterations is: 1.627884
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.373738
Number of unique clusters: 1513491
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1513491
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.031
Time to count edges: 0.105
Time to build the graph: 0.061
Total time: 0.197
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.004
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.23911e+08 1.70441e+15 0.985493 0.198 0.024 0.222
2 9.24904e+08 1.87787e+15 0.986356 0.208 0.001 0.208
3 9.24979e+08 1.87009e+15 0.986445 0.165 0.000 0.165
4 9.25029e+08 1.89679e+15 0.986468 0.161 0.000 0.162
5 9.25001e+08 1.87525e+15 0.986463 0.159 0.000 0.159
========================================================================================================
Total time for 5 iterations is: 0.915924
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.353398
Number of unique clusters: 1451669
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1451669
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.031
Time to count edges: 0.073
Time to build the graph: 0.038
Total time: 0.142
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.003
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.25029e+08 1.89679e+15 0.986468 0.122 0.000 0.122
2 9.25193e+08 1.95757e+15 0.986574 0.195 0.029 0.224
3 9.25193e+08 1.95364e+15 0.986578 0.172 0.034 0.206
4 9.25201e+08 1.96051e+15 0.986579 0.234 0.030 0.264
========================================================================================================
Total time for 4 iterations is: 0.816919
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.431974
Number of unique clusters: 1443179
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1443179
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.033
Time to count edges: 0.061
Time to build the graph: 0.029
Total time: 0.124
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.006
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.25193e+08 1.95364e+15 0.986578 0.104 0.000 0.104
2 9.25217e+08 1.97329e+15 0.986582 0.110 0.000 0.110
3 9.25217e+08 1.97161e+15 0.986583 0.128 0.031 0.159
4 9.25218e+08 1.97623e+15 0.986580 0.267 0.066 0.333
========================================================================================================
Total time for 4 iterations is: 0.705966
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.587442
Number of unique clusters: 1441582
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1441582
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.083
Time to count edges: 0.053
Time to build the graph: 0.067
Total time: 0.204
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.25217e+08 1.97161e+15 0.986583 0.182 0.028 0.210
2 9.2522e+08 1.98142e+15 0.986576 0.191 0.023 0.214
========================================================================================================
Total time for 2 iterations is: 0.423774
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.803966
Number of unique clusters: 1441582
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 8
Total number of iterations : 53
Final number of clusters : 1441582
Final modularity : 0.986583
Total time for clustering : 40.609093
Total time for building phases : 9.773998
********************************************
TOTAL TIME : 50.383091
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/it-2004.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 41291594, |T|= 41291594, |E|= 1150725436
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 1150725436 to 552674618
Done cumulative addition for edgeListPtrs: 0.102706 sec.
Time for allocating memory for edgeList = 0.028774
About to build edgeList...
Time for building edgeList = 2.603984
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 41291594
Number of edges : 552674618
Maximum out-degree is: 165628
Average out-degree is: 26.769353
Expected value of X^2: 50508.580875
Variance is : 49791.982641
Standard deviation : 223.141172
Isolated vertices : 4717247 (11.42%)
Degree-one vertices : 6780796 (16.42%)
Density : 0.000032%
*******************************************
|V|= 41291594, |E|= 552674618
Done duplicating the graph: 2.366383 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.613
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 2.08558e+12 -0.000002 29.138 0.103 29.241
2 8.81581e+07 3.20048e+13 0.079730 12.936 0.057 12.994
3 2.17093e+08 3.37378e+14 0.196126 4.628 0.076 4.704
4 3.29607e+08 4.48203e+14 0.297826 1.977 0.052 2.029
5 3.5618e+08 4.89527e+14 0.321833 1.423 0.065 1.488
6 3.63292e+08 5.09125e+14 0.328250 1.468 0.051 1.519
7 3.6962e+08 5.1536e+14 0.333971 1.584 0.079 1.663
8 3.72676e+08 5.26528e+14 0.336726 1.550 0.087 1.638
9 3.76012e+08 5.3151e+14 0.339740 1.840 0.062 1.901
10 3.7874e+08 5.41524e+14 0.342199 1.642 0.045 1.687
11 3.81092e+08 5.48307e+14 0.344321 1.734 0.043 1.777
12 3.82107e+08 5.52296e+14 0.345237 1.630 0.068 1.698
13 3.82987e+08 5.55324e+14 0.346031 1.704 0.048 1.752
14 3.83253e+08 5.58975e+14 0.346268 1.580 0.114 1.694
15 3.84358e+08 5.6221e+14 0.347265 1.637 0.060 1.697
16 3.84615e+08 5.6373e+14 0.347496 1.498 0.067 1.564
17 3.84979e+08 5.64021e+14 0.347826 1.389 0.056 1.445
18 3.85084e+08 5.63915e+14 0.347921 1.615 0.072 1.688
19 3.85218e+08 5.64077e+14 0.348042 1.834 0.064 1.898
20 3.8528e+08 5.63955e+14 0.348098 2.053 0.114 2.167
21 3.85385e+08 5.64105e+14 0.348192 2.150 0.067 2.217
22 3.85447e+08 5.6398e+14 0.348249 1.708 0.051 1.759
23 3.85546e+08 5.64137e+14 0.348339 1.838 0.046 1.884
24 3.85581e+08 5.64009e+14 0.348370 1.605 0.052 1.657
25 3.85671e+08 5.6416e+14 0.348452 1.640 0.085 1.724
26 3.85683e+08 5.64033e+14 0.348463 1.584 0.050 1.634
27 3.85748e+08 5.64177e+14 0.348521 1.587 0.077 1.664
28 3.85752e+08 5.64047e+14 0.348525 1.517 0.044 1.561
29 3.85813e+08 5.64188e+14 0.348580 1.600 0.045 1.645
30 3.85831e+08 5.64067e+14 0.348596 1.670 0.055 1.725
31 3.85882e+08 5.64207e+14 0.348642 1.658 0.054 1.712
32 3.85908e+08 5.64087e+14 0.348666 1.507 0.042 1.549
33 3.85944e+08 5.6422e+14 0.348699 1.616 0.080 1.696
34 3.8596e+08 5.64096e+14 0.348713 1.642 0.069 1.712
35 3.85989e+08 5.64227e+14 0.348739 1.668 0.040 1.708
36 3.85998e+08 5.64101e+14 0.348747 1.702 0.040 1.742
37 3.86024e+08 5.64231e+14 0.348771 1.697 0.071 1.768
38 3.86027e+08 5.64105e+14 0.348774 1.500 0.055 1.555
39 3.8605e+08 5.64235e+14 0.348794 1.765 0.049 1.813
40 3.8605e+08 5.64109e+14 0.348794 1.609 0.052 1.661
========================================================================================================
Total time for 40 iterations is: 110.631280
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 4.644260
Number of unique clusters: 3132574
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3132574
Actual number of threads: 64 (requested: 64)
Time to initialize: 1.854
Time to count edges: 16.390
Time to build the graph: 0.211
Total time: 18.456
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.132
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.8605e+08 5.64235e+14 0.348794 0.352 0.044 0.396
2 1.01008e+09 9.27137e+14 0.913052 0.264 0.044 0.308
3 1.04026e+09 1.02326e+15 0.940274 0.265 0.047 0.312
4 1.04432e+09 1.04531e+15 0.943935 0.250 0.038 0.288
5 1.04535e+09 1.04029e+15 0.944866 0.252 0.054 0.306
6 1.04575e+09 1.04145e+15 0.945226 0.225 0.049 0.274
7 1.04589e+09 1.04084e+15 0.945352 0.239 0.049 0.287
8 1.04599e+09 1.04163e+15 0.945449 0.289 0.039 0.328
9 1.04606e+09 1.0409e+15 0.945507 0.308 0.051 0.359
10 1.04611e+09 1.04224e+15 0.945558 0.232 0.050 0.282
11 1.04611e+09 1.04094e+15 0.945555 0.315 0.062 0.377
========================================================================================================
Total time for 11 iterations is: 3.517978
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.597595
Number of unique clusters: 739781
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 739781
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.153
Time to count edges: 0.152
Time to build the graph: 0.075
Total time: 0.379
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.102
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.04611e+09 1.04224e+15 0.945558 0.266 0.038 0.304
2 1.08932e+09 1.82858e+15 0.984000 0.187 0.038 0.225
3 1.09449e+09 1.86338e+15 0.988653 0.210 0.035 0.245
4 1.09568e+09 2.24289e+15 0.989420 0.168 0.036 0.205
5 1.09556e+09 2.03724e+15 0.989472 0.186 0.032 0.218
6 1.09604e+09 2.24676e+15 0.989741 0.208 0.050 0.258
7 1.09569e+09 2.03868e+15 0.989590 0.317 0.034 0.351
========================================================================================================
Total time for 7 iterations is: 1.806235
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.233530
Number of unique clusters: 290348
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 290348
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.092
Time to count edges: 0.101
Time to build the graph: 0.074
Total time: 0.266
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.104
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.09604e+09 2.24676e+15 0.989741 0.184 0.058 0.242
2 1.10068e+09 4.19772e+15 0.992338 0.198 0.052 0.250
3 1.10117e+09 3.20538e+15 0.993591 0.185 0.042 0.227
4 1.10127e+09 3.29456e+15 0.993613 0.170 0.033 0.202
5 1.10124e+09 5.55336e+15 0.991740 0.147 0.070 0.217
========================================================================================================
Total time for 5 iterations is: 1.139182
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.145494
Number of unique clusters: 226798
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 226798
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.128
Time to count edges: 0.090
Time to build the graph: 0.108
Total time: 0.327
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.141
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.10127e+09 3.29456e+15 0.993613 0.159 0.046 0.205
2 1.10176e+09 5.11987e+15 0.992560 0.144 0.044 0.188
========================================================================================================
Total time for 2 iterations is: 0.392550
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.088916
Number of unique clusters: 226798
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 5
Total number of iterations : 65
Final number of clusters : 226798
Final modularity : 0.993613
Total time for clustering : 117.487225
Total time for building phases : 19.427777
********************************************
TOTAL TIME : 136.915002
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/sk-2005.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 50636154, |T|= 50636154, |E|= 1949412601
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 1949412601 to 945393551
Done cumulative addition for edgeListPtrs: 0.042797 sec.
Time for allocating memory for edgeList = 0.024694
About to build edgeList...
Time for building edgeList = 5.114806
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 50636154
Number of edges : 945393551
Maximum out-degree is: 2377874
Average out-degree is: 37.340654
Expected value of X^2: 758497.370986
Variance is : 757103.046551
Standard deviation : 870.116686
Isolated vertices : 5299639 (10.47%)
Degree-one vertices : 5654095 (11.17%)
Density : 0.000037%
*******************************************
|V|= 50636154, |E|= 945393551
Done duplicating the graph: 2.954193 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.887
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 3.84074e+13 -0.000011 13.301 0.016 13.318
2 1.16037e+08 1.64732e+14 0.061324 9.882 0.017 9.899
3 3.08729e+08 1.80282e+15 0.162777 5.845 0.035 5.880
4 4.32147e+08 3.20939e+15 0.227656 3.510 0.029 3.539
5 4.72666e+08 3.60127e+15 0.248976 2.131 0.017 2.148
6 4.87477e+08 3.81677e+15 0.256749 1.173 0.018 1.191
7 4.96489e+08 3.85584e+15 0.261505 1.090 0.019 1.109
8 4.97145e+08 3.9082e+15 0.261837 1.124 0.016 1.140
9 5.02392e+08 3.90459e+15 0.264613 1.009 0.043 1.052
10 5.03394e+08 3.94568e+15 0.265131 1.092 0.035 1.127
11 5.06846e+08 3.93138e+15 0.266961 1.106 0.019 1.125
12 5.05039e+08 3.95729e+15 0.265998 1.110 0.018 1.128
========================================================================================================
Total time for 12 iterations is: 42.655466
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 2.969090
Number of unique clusters: 2562193
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 2562193
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.223
Time to count edges: 2.205
Time to build the graph: 0.235
Total time: 2.664
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.048
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.06846e+08 3.93138e+15 0.266961 0.308 0.017 0.325
2 1.71108e+09 8.52677e+15 0.902573 0.348 0.010 0.358
3 1.75731e+09 8.65064e+15 0.926986 0.328 0.010 0.338
4 1.76427e+09 9.08904e+15 0.930544 0.082 0.010 0.092
5 1.76627e+09 8.85123e+15 0.931671 0.096 0.009 0.105
6 1.76692e+09 9.06016e+15 0.931956 0.080 0.010 0.090
7 1.76717e+09 8.85457e+15 0.932147 0.090 0.009 0.099
8 1.76728e+09 9.0427e+15 0.932148 0.114 0.009 0.123
9 1.76737e+09 8.85627e+15 0.932251 0.084 0.010 0.094
10 1.7674e+09 9.04005e+15 0.932214 0.089 0.012 0.102
========================================================================================================
Total time for 10 iterations is: 1.725382
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.265881
Number of unique clusters: 478029
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 478029
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
Time to count edges: 0.144
Time to build the graph: 0.038
Total time: 0.233
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.063
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.76737e+09 8.85627e+15 0.932251 0.064 0.009 0.073
2 1.8461e+09 2.77944e+16 0.968592 0.037 0.009 0.046
3 1.85299e+09 1.69436e+16 0.975271 0.042 0.018 0.061
4 1.86024e+09 2.61398e+16 0.976534 0.028 0.010 0.038
5 1.85732e+09 1.72482e+16 0.977474 0.069 0.020 0.089
6 1.86188e+09 2.42618e+16 0.977923 0.029 0.010 0.038
7 1.85803e+09 1.73569e+16 0.977818 0.034 0.019 0.053
========================================================================================================
Total time for 7 iterations is: 0.397557
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.064708
Number of unique clusters: 146066
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 146066
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
Time to count edges: 0.048
Time to build the graph: 0.023
Total time: 0.101
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.86188e+09 2.42618e+16 0.977923 0.055 0.029 0.084
2 1.87372e+09 2.85689e+16 0.982984 0.021 0.009 0.030
3 1.87443e+09 2.86674e+16 0.983331 0.020 0.009 0.029
4 1.87451e+09 2.86841e+16 0.983366 0.036 0.019 0.054
5 1.87452e+09 2.86835e+16 0.983375 0.035 0.009 0.044
6 1.87454e+09 2.8688e+16 0.983383 0.020 0.008 0.029
7 1.87455e+09 2.86839e+16 0.983391 0.020 0.009 0.029
8 1.87456e+09 2.86881e+16 0.983391 0.039 0.027 0.067
========================================================================================================
Total time for 8 iterations is: 0.364795
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.023067
Number of unique clusters: 120175
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 120175
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.018
Time to build the graph: 0.048
Total time: 0.092
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87455e+09 2.86839e+16 0.983391 0.019 0.007 0.026
2 1.87531e+09 2.92283e+16 0.983640 0.039 0.019 0.058
3 1.87535e+09 2.92544e+16 0.983653 0.015 0.008 0.023
4 1.87536e+09 2.92711e+16 0.983655 0.019 0.043 0.062
5 1.87536e+09 2.92698e+16 0.983656 0.032 0.009 0.041
6 1.87536e+09 2.92709e+16 0.983656 0.018 0.009 0.027
========================================================================================================
Total time for 6 iterations is: 0.236990
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.054569
Number of unique clusters: 117431
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 117431
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.008
Time to build the graph: 0.017
Total time: 0.051
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87536e+09 2.92698e+16 0.983656 0.018 0.008 0.026
2 1.87537e+09 2.92731e+16 0.983659 0.018 0.009 0.026
3 1.87537e+09 2.92728e+16 0.983659 0.034 0.023 0.057
========================================================================================================
Total time for 3 iterations is: 0.109432
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.029316
Number of unique clusters: 117189
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 117189
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.023
Time to count edges: 0.009
Time to build the graph: 0.051
Total time: 0.082
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87537e+09 2.92731e+16 0.983659 0.018 0.005 0.023
2 1.87537e+09 2.92733e+16 0.983659 0.029 0.023 0.053
========================================================================================================
Total time for 2 iterations is: 0.075648
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.054656
Number of unique clusters: 117189
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 7
Total number of iterations : 48
Final number of clusters : 117189
Final modularity : 0.983659
Total time for clustering : 45.565270
Total time for building phases : 3.223132
********************************************
TOTAL TIME : 48.788401
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/com-LiveJournal.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 3997962, |T|= 3997962, |E|= 34681189
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 34681189 to 34681190
Done cumulative addition for edgeListPtrs: 0.003435 sec.
Time for allocating memory for edgeList = 0.005424
About to build edgeList...
Time for building edgeList = 0.228895
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 3997962
Number of edges : 34681190
Maximum out-degree is: 14815
Average out-degree is: 17.349435
Expected value of X^2: 2146.318243
Variance is : 1845.315364
Standard deviation : 42.957134
Isolated vertices : 0 (0.00%)
Degree-one vertices : 785929 (19.66%)
Density : 0.000217%
*******************************************
|V|= 3997962, |E|= 34681190
Done duplicating the graph: 0.106737 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.066
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 8.5809e+09 -0.000002 1.113 0.009 1.122
2 3.86497e+06 1.09252e+10 0.055719 1.198 0.014 1.212
3 8.86056e+06 1.5684e+11 0.127710 1.435 0.039 1.474
4 1.46802e+07 5.88175e+11 0.211523 1.224 0.010 1.234
5 2.10335e+07 5.6318e+12 0.302070 0.867 0.010 0.877
6 2.71157e+07 2.13796e+13 0.386484 0.651 0.010 0.660
7 3.14426e+07 3.64172e+13 0.445740 0.563 0.020 0.583
8 3.42147e+07 4.70816e+13 0.483489 0.499 0.026 0.524
9 3.60347e+07 5.52474e+13 0.508031 0.413 0.010 0.423
10 3.73524e+07 6.21007e+13 0.525603 0.454 0.010 0.464
11 3.83569e+07 6.81518e+13 0.538828 0.358 0.010 0.368
12 3.91782e+07 7.40435e+13 0.549444 0.350 0.010 0.360
13 3.98398e+07 7.98269e+13 0.557780 0.398 0.034 0.432
14 4.04178e+07 8.58035e+13 0.564871 0.347 0.010 0.358
15 4.09274e+07 9.18322e+13 0.570964 0.287 0.028 0.315
16 4.14238e+07 9.8517e+13 0.576732 0.291 0.009 0.301
17 4.19457e+07 1.05792e+14 0.582744 0.318 0.010 0.328
18 4.24352e+07 1.1347e+14 0.588205 0.304 0.010 0.313
19 4.28852e+07 1.2123e+14 0.593080 0.327 0.009 0.336
20 4.33154e+07 1.28868e+14 0.597695 0.310 0.010 0.320
21 4.37246e+07 1.3574e+14 0.602166 0.263 0.011 0.274
22 4.40342e+07 1.40723e+14 0.605593 0.293 0.005 0.298
23 4.42429e+07 1.44277e+14 0.607864 0.299 0.015 0.314
24 4.44321e+07 1.47509e+14 0.609919 0.267 0.010 0.277
25 4.46043e+07 1.50426e+14 0.611796 0.270 0.006 0.276
26 4.47702e+07 1.5303e+14 0.613646 0.278 0.010 0.288
27 4.49076e+07 1.55167e+14 0.615183 0.304 0.010 0.314
28 4.50357e+07 1.569e+14 0.616670 0.251 0.007 0.258
29 4.51423e+07 1.58329e+14 0.617910 0.305 0.010 0.315
30 4.52312e+07 1.59656e+14 0.618915 0.255 0.021 0.277
31 4.53087e+07 1.60903e+14 0.619773 0.296 0.017 0.313
32 4.53906e+07 1.62192e+14 0.620686 0.270 0.010 0.280
33 4.54681e+07 1.63549e+14 0.621522 0.240 0.016 0.256
34 4.55524e+07 1.64964e+14 0.622443 0.261 0.009 0.270
35 4.56345e+07 1.66456e+14 0.623316 0.300 0.009 0.310
36 4.57223e+07 1.68048e+14 0.624252 0.266 0.030 0.296
37 4.58107e+07 1.6975e+14 0.625172 0.239 0.010 0.249
38 4.5898e+07 1.71372e+14 0.626094 0.232 0.009 0.241
39 4.59818e+07 1.7315e+14 0.626932 0.285 0.009 0.295
40 4.60754e+07 1.74994e+14 0.627898 0.216 0.012 0.228
41 4.61662e+07 1.76792e+14 0.628834 0.264 0.016 0.280
42 4.62564e+07 1.78607e+14 0.629757 0.240 0.020 0.260
43 4.63388e+07 1.80354e+14 0.630582 0.274 0.034 0.308
44 4.64221e+07 1.82065e+14 0.631427 0.259 0.010 0.269
45 4.64971e+07 1.83694e+14 0.632169 0.275 0.010 0.284
46 4.6571e+07 1.85255e+14 0.632911 0.231 0.025 0.256
47 4.66338e+07 1.8664e+14 0.633528 0.249 0.010 0.259
48 4.67004e+07 1.88042e+14 0.634197 0.227 0.010 0.237
49 4.67608e+07 1.89421e+14 0.634781 0.266 0.010 0.276
50 4.68194e+07 1.90672e+14 0.635366 0.203 0.009 0.212
51 4.6871e+07 1.91839e+14 0.635867 0.242 0.014 0.256
52 4.69245e+07 1.92989e+14 0.636399 0.282 0.010 0.292
53 4.69762e+07 1.94136e+14 0.636907 0.285 0.014 0.299
54 4.70259e+07 1.95155e+14 0.637410 0.259 0.016 0.275
55 4.70651e+07 1.96051e+14 0.637790 0.281 0.010 0.291
56 4.71074e+07 1.96923e+14 0.638218 0.245 0.017 0.261
57 4.71413e+07 1.97702e+14 0.638545 0.247 0.010 0.257
58 4.71724e+07 1.98389e+14 0.638851 0.227 0.010 0.236
59 4.71987e+07 1.99025e+14 0.639098 0.237 0.022 0.259
60 4.72294e+07 1.99668e+14 0.639407 0.239 0.009 0.248
61 4.72561e+07 2.0023e+14 0.639676 0.231 0.020 0.251
62 4.72828e+07 2.00756e+14 0.639951 0.247 0.010 0.257
63 4.73005e+07 2.01231e+14 0.640107 0.275 0.010 0.285
64 4.7322e+07 2.01714e+14 0.640316 0.239 0.009 0.249
65 4.734e+07 2.02172e+14 0.640481 0.302 0.010 0.312
66 4.73616e+07 2.02606e+14 0.640703 0.226 0.011 0.237
67 4.73775e+07 2.02996e+14 0.640851 0.292 0.010 0.302
68 4.73936e+07 2.03315e+14 0.641016 0.271 0.024 0.294
69 4.7403e+07 2.03569e+14 0.641099 0.242 0.014 0.255
70 4.74171e+07 2.03853e+14 0.641243 0.285 0.009 0.295
71 4.74281e+07 2.0412e+14 0.641346 0.271 0.020 0.291
72 4.74421e+07 2.04362e+14 0.641497 0.238 0.009 0.248
73 4.7451e+07 2.04577e+14 0.641582 0.293 0.010 0.303
74 4.74622e+07 2.04747e+14 0.641707 0.239 0.010 0.249
75 4.74684e+07 2.04925e+14 0.641760 0.252 0.024 0.276
76 4.74792e+07 2.05092e+14 0.641881 0.237 0.009 0.247
77 4.74857e+07 2.05259e+14 0.641940 0.227 0.009 0.236
78 4.74944e+07 2.05371e+14 0.642042 0.278 0.010 0.288
79 4.74972e+07 2.05451e+14 0.642066 0.213 0.009 0.222
80 4.7504e+07 2.05546e+14 0.642145 0.231 0.019 0.250
81 4.75069e+07 2.05619e+14 0.642170 0.262 0.009 0.272
82 4.75143e+07 2.05722e+14 0.642256 0.213 0.009 0.222
83 4.75169e+07 2.05799e+14 0.642278 0.266 0.009 0.276
84 4.75238e+07 2.05907e+14 0.642355 0.216 0.009 0.225
85 4.75251e+07 2.05952e+14 0.642363 0.259 0.034 0.293
86 4.75308e+07 2.06031e+14 0.642429 0.213 0.010 0.223
87 4.75319e+07 2.06072e+14 0.642437 0.264 0.009 0.273
88 4.75375e+07 2.06152e+14 0.642501 0.233 0.012 0.245
89 4.75376e+07 2.06165e+14 0.642499 0.257 0.015 0.272
========================================================================================================
Total time for 89 iterations is: 30.594630
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.394582
Number of unique clusters: 259180
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 259180
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
Time to count edges: 3.766
Time to build the graph: 0.056
Total time: 3.870
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.75375e+07 2.06152e+14 0.642501 0.326 0.009 0.334
2 5.30471e+07 3.32745e+14 0.695621 0.266 0.009 0.275
3 5.36851e+07 3.17236e+14 0.708042 0.177 0.009 0.186
4 5.46774e+07 3.4849e+14 0.715851 0.156 0.014 0.170
5 5.43935e+07 3.21737e+14 0.717319 0.184 0.009 0.193
6 5.50592e+07 3.49566e+14 0.721133 0.149 0.009 0.158
7 5.46341e+07 3.22899e+14 0.720547 0.161 0.013 0.174
========================================================================================================
Total time for 7 iterations is: 1.490576
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.019956
Number of unique clusters: 29163
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 29163
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
Time to count edges: 0.237
Time to build the graph: 0.028
Total time: 0.316
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.50592e+07 3.49566e+14 0.721133 0.084 0.009 0.092
2 5.68045e+07 3.95365e+14 0.736775 0.058 0.019 0.077
3 5.68383e+07 3.87595e+14 0.738878 0.044 0.009 0.052
4 5.70941e+07 3.98672e+14 0.740263 0.053 0.030 0.083
5 5.69869e+07 3.89272e+14 0.740672 0.031 0.009 0.040
6 5.71814e+07 3.99246e+14 0.741402 0.034 0.008 0.042
7 5.70311e+07 3.89442e+14 0.741274 0.077 0.015 0.092
========================================================================================================
Total time for 7 iterations is: 0.478685
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001869
Number of unique clusters: 3588
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3588
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
Time to count edges: 0.042
Time to build the graph: 0.044
Total time: 0.111
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.71814e+07 3.99246e+14 0.741402 0.014 0.008 0.023
2 5.75729e+07 4.05302e+14 0.745788 0.057 0.010 0.066
3 5.76895e+07 4.0962e+14 0.746571 0.028 0.009 0.036
4 5.77098e+07 4.10217e+14 0.746741 0.015 0.008 0.024
5 5.77162e+07 4.10606e+14 0.746752 0.043 0.018 0.061
6 5.77205e+07 4.10726e+14 0.746789 0.026 0.009 0.035
7 5.77201e+07 4.10749e+14 0.746778 0.017 0.009 0.026
========================================================================================================
Total time for 7 iterations is: 0.270361
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000378
Number of unique clusters: 1969
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1969
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.053
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.77205e+07 4.10726e+14 0.746789 0.043 0.019 0.062
2 5.77846e+07 4.13265e+14 0.747185 0.021 0.009 0.030
3 5.77936e+07 4.1382e+14 0.747200 0.017 0.009 0.026
4 5.77934e+07 4.13793e+14 0.747202 0.013 0.009 0.021
5 5.77934e+07 4.13793e+14 0.747202 0.065 0.010 0.076
========================================================================================================
Total time for 5 iterations is: 0.214909
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000199
Number of unique clusters: 1884
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1884
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.77934e+07 4.13793e+14 0.747202 0.036 0.009 0.045
2 5.7794e+07 4.13829e+14 0.747204 0.017 0.009 0.026
3 5.7794e+07 4.13829e+14 0.747204 0.017 0.009 0.026
========================================================================================================
Total time for 3 iterations is: 0.096274
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000192
Number of unique clusters: 1880
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1880
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.081
Time to count edges: 0.012
Time to build the graph: 0.018
Total time: 0.111
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.7794e+07 4.13829e+14 0.747204 0.017 0.031 0.048
2 5.7794e+07 4.13829e+14 0.747204 0.033 0.014 0.046
========================================================================================================
Total time for 2 iterations is: 0.094046
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000169
Number of unique clusters: 1880
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 7
Total number of iterations : 120
Final number of clusters : 1880
Final modularity : 0.747204
Total time for clustering : 33.239483
Total time for building phases : 4.511990
********************************************
TOTAL TIME : 37.751472
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/com-Orkut.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 3072441, |T|= 3072441, |E|= 117185083
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 117185083 to 117185084
Done cumulative addition for edgeListPtrs: 0.003108 sec.
Time for allocating memory for edgeList = 0.005621
About to build edgeList...
Time for building edgeList = 0.848570
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 3072441
Number of edges : 117185084
Maximum out-degree is: 33313
Average out-degree is: 76.281422
Expected value of X^2: 29776.097734
Variance is : 23957.242416
Standard deviation : 154.781273
Isolated vertices : 0 (0.00%)
Degree-one vertices : 67767 (2.21%)
Density : 0.001241%
*******************************************
|V|= 3072441, |E|= 117185084
Done duplicating the graph: 0.196358 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.135
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 9.14853e+10 -0.000002 2.906 0.046 2.952
2 2.25913e+06 1.04924e+11 0.009637 2.898 0.025 2.923
3 1.15266e+07 1.10278e+12 0.049161 3.022 0.020 3.043
4 3.62794e+07 3.76762e+13 0.154109 1.810 0.025 1.835
5 6.11171e+07 1.71693e+14 0.257646 1.061 0.009 1.070
6 7.52817e+07 2.77059e+14 0.316165 0.807 0.009 0.816
7 8.52014e+07 3.76713e+14 0.356675 0.787 0.009 0.797
8 9.33787e+07 4.78423e+14 0.389714 0.700 0.009 0.709
9 1.00044e+08 5.83798e+14 0.416236 0.675 0.009 0.684
10 1.05387e+08 6.92633e+14 0.437049 0.622 0.009 0.631
11 1.09239e+08 8.04263e+14 0.451456 0.598 0.009 0.608
12 1.12946e+08 9.32716e+14 0.464932 0.596 0.009 0.605
13 1.1654e+08 1.08065e+15 0.477573 0.601 0.009 0.610
14 1.2053e+08 1.24818e+15 0.491550 0.585 0.009 0.594
15 1.24516e+08 1.43354e+15 0.505180 0.563 0.009 0.573
16 1.27889e+08 1.60222e+15 0.516502 0.554 0.009 0.563
17 1.30638e+08 1.75752e+15 0.525405 0.541 0.009 0.550
18 1.33384e+08 1.90242e+15 0.534483 0.527 0.009 0.536
19 1.35747e+08 2.03946e+15 0.542068 0.510 0.009 0.519
20 1.38057e+08 2.16863e+15 0.549574 0.454 0.009 0.463
21 1.40036e+08 2.29411e+15 0.555733 0.441 0.009 0.451
22 1.42056e+08 2.4133e+15 0.562183 0.429 0.009 0.438
23 1.43814e+08 2.52765e+15 0.567605 0.419 0.009 0.428
24 1.45644e+08 2.63737e+15 0.573412 0.404 0.009 0.413
25 1.4725e+08 2.7382e+15 0.578432 0.380 0.009 0.389
26 1.48865e+08 2.83029e+15 0.583644 0.385 0.009 0.395
27 1.50235e+08 2.91478e+15 0.587953 0.374 0.009 0.383
28 1.51535e+08 2.99067e+15 0.592117 0.368 0.009 0.378
29 1.5254e+08 3.0589e+15 0.595163 0.383 0.009 0.392
30 1.53597e+08 3.1227e+15 0.598512 0.385 0.009 0.394
31 1.54355e+08 3.17795e+15 0.600738 0.356 0.009 0.365
32 1.55155e+08 3.23077e+15 0.603191 0.439 0.009 0.448
33 1.55727e+08 3.2781e+15 0.604770 0.483 0.015 0.498
34 1.56374e+08 3.32501e+15 0.606679 0.399 0.015 0.414
35 1.56856e+08 3.36684e+15 0.607971 0.471 0.030 0.501
36 1.57399e+08 3.4076e+15 0.609547 0.435 0.009 0.445
37 1.57781e+08 3.44412e+15 0.610514 0.412 0.010 0.422
38 1.58243e+08 3.48114e+15 0.611810 0.399 0.009 0.408
39 1.58589e+08 3.5139e+15 0.612691 0.426 0.010 0.435
40 1.59025e+08 3.54942e+15 0.613903 0.437 0.016 0.452
41 1.59327e+08 3.57971e+15 0.614639 0.411 0.008 0.418
42 1.59694e+08 3.6125e+15 0.615607 0.459 0.037 0.495
43 1.59945e+08 3.64348e+15 0.616115 0.515 0.031 0.546
44 1.603e+08 3.67947e+15 0.616977 0.469 0.011 0.480
45 1.60567e+08 3.71331e+15 0.617499 0.475 0.009 0.484
46 1.60935e+08 3.75227e+15 0.618357 0.398 0.005 0.403
47 1.61255e+08 3.79288e+15 0.618984 0.454 0.029 0.483
48 1.61702e+08 3.83872e+15 0.620056 0.353 0.015 0.368
49 1.62143e+08 3.88647e+15 0.621068 0.454 0.009 0.463
50 1.62757e+08 3.93894e+15 0.622734 0.413 0.010 0.423
51 1.63119e+08 3.96601e+15 0.623789 0.424 0.015 0.439
52 1.63269e+08 3.97791e+15 0.624209 0.441 0.010 0.451
53 1.63337e+08 3.98461e+15 0.624379 0.389 0.010 0.399
54 1.63477e+08 3.99485e+15 0.624790 0.439 0.025 0.465
55 1.63558e+08 4.00153e+15 0.625012 0.369 0.019 0.387
56 1.63689e+08 4.01193e+15 0.625381 0.438 0.009 0.447
57 1.63769e+08 4.01845e+15 0.625606 0.486 0.009 0.496
58 1.6389e+08 4.02845e+15 0.625940 0.369 0.008 0.377
59 1.63943e+08 4.03471e+15 0.626052 0.508 0.024 0.532
60 1.6404e+08 4.0439e+15 0.626300 0.404 0.009 0.413
61 1.64073e+08 4.04865e+15 0.626353 0.428 0.014 0.441
62 1.64155e+08 4.05672e+15 0.626555 0.423 0.024 0.447
63 1.64189e+08 4.061e+15 0.626622 0.429 0.013 0.442
64 1.64262e+08 4.06747e+15 0.626818 0.413 0.008 0.421
65 1.64288e+08 4.07177e+15 0.626848 0.444 0.009 0.453
66 1.64367e+08 4.07896e+15 0.627056 0.378 0.013 0.391
67 1.64413e+08 4.08484e+15 0.627143 0.392 0.020 0.412
68 1.64534e+08 4.09329e+15 0.627507 0.452 0.024 0.476
69 1.64581e+08 4.09977e+15 0.627591 0.381 0.020 0.401
70 1.64694e+08 4.10609e+15 0.627956 0.390 0.024 0.415
71 1.64697e+08 4.11219e+15 0.627859 0.476 0.009 0.485
========================================================================================================
Total time for 71 iterations is: 43.281792
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.100381
Number of unique clusters: 4687
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 4687
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 31.881
Time to build the graph: 0.039
Total time: 31.945
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.64694e+08 4.10609e+15 0.627956 0.039 0.019 0.057
2 1.80379e+08 5.8427e+15 0.663265 0.017 0.008 0.026
3 1.84466e+08 6.41315e+15 0.670317 0.017 0.009 0.026
4 1.85716e+08 6.60298e+15 0.672196 0.038 0.014 0.052
5 1.8573e+08 6.57653e+15 0.672737 0.014 0.009 0.022
6 1.86654e+08 6.75374e+15 0.673454 0.017 0.008 0.026
7 1.86219e+08 6.64578e+15 0.673562 0.047 0.019 0.066
8 1.86964e+08 6.79643e+15 0.673998 0.020 0.009 0.029
9 1.86584e+08 6.6921e+15 0.674276 0.017 0.009 0.026
10 1.8715e+08 6.81535e+15 0.674448 0.024 0.020 0.044
11 1.86582e+08 6.69145e+15 0.674282 0.040 0.011 0.051
========================================================================================================
Total time for 11 iterations is: 0.423713
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000133
Number of unique clusters: 172
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 172
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.091
Time to build the graph: 0.030
Total time: 0.147
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8715e+08 6.81535e+15 0.674448 0.017 0.009 0.026
2 1.954e+08 8.61183e+15 0.676942 0.064 0.017 0.081
3 1.95897e+08 8.7157e+15 0.677175 0.017 0.009 0.026
4 1.95919e+08 8.71788e+15 0.677228 0.017 0.009 0.026
5 1.95919e+08 8.71788e+15 0.677228 0.033 0.009 0.043
========================================================================================================
Total time for 5 iterations is: 0.201082
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000011
Number of unique clusters: 30
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 30
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.031
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.056
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.096
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.95919e+08 8.71788e+15 0.677228 0.021 0.008 0.030
2 1.96093e+08 8.75402e+15 0.677311 0.017 0.009 0.026
3 1.96049e+08 8.73966e+15 0.677388 0.041 0.020 0.061
4 1.96049e+08 8.73939e+15 0.677392 0.018 0.009 0.027
5 1.96049e+08 8.73939e+15 0.677392 0.017 0.009 0.025
========================================================================================================
Total time for 5 iterations is: 0.168267
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000004
Number of unique clusters: 25
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 25
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
Time to count edges: 0.013
Time to build the graph: 0.013
Total time: 0.081
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.96049e+08 8.73939e+15 0.677392 0.021 0.010 0.031
2 1.96049e+08 8.73939e+15 0.677392 0.029 0.017 0.046
========================================================================================================
Total time for 2 iterations is: 0.077646
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000003
Number of unique clusters: 25
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 5
Total number of iterations : 94
Final number of clusters : 25
Final modularity : 0.677392
Total time for clustering : 44.152500
Total time for building phases : 32.229956
********************************************
TOTAL TIME : 76.382456
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/asia_osm.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 11950757, |T|= 11950757, |E|= 12711603
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 12711603 to 12711604
Done cumulative addition for edgeListPtrs: 0.015341 sec.
Time for allocating memory for edgeList = 0.005967
About to build edgeList...
Time for building edgeList = 0.039067
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 11950757
Number of edges : 12711604
Maximum out-degree is: 9
Average out-degree is: 2.127330
Expected value of X^2: 4.760596
Variance is : 0.235062
Standard deviation : 0.484832
Isolated vertices : 0 (0.00%)
Degree-one vertices : 417257 (3.49%)
Density : 0.000009%
*******************************************
|V|= 11950757, |E|= 12711604
Done duplicating the graph: 0.034063 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.040
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 5.68927e+07 -0.000000 0.173 0.010 0.183
2 3.22327e+06 7.37192e+07 0.126785 0.149 0.021 0.171
3 4.7676e+06 8.48207e+07 0.187529 0.136 0.021 0.158
4 5.6832e+06 9.06681e+07 0.223544 0.125 0.012 0.138
5 6.15004e+06 9.41657e+07 0.241906 0.141 0.022 0.163
6 6.57489e+06 9.6419e+07 0.258617 0.141 0.021 0.162
7 6.93421e+06 9.86696e+07 0.272751 0.137 0.011 0.148
8 7.16794e+06 9.98428e+07 0.281945 0.197 0.022 0.218
9 7.41576e+06 1.01338e+08 0.291692 0.127 0.023 0.150
10 7.59394e+06 1.02135e+08 0.298701 0.150 0.025 0.176
11 7.756e+06 1.03102e+08 0.305075 0.138 0.011 0.149
12 7.92013e+06 1.03768e+08 0.311531 0.156 0.014 0.171
13 8.02965e+06 1.04512e+08 0.315839 0.152 0.007 0.158
14 8.15209e+06 1.04912e+08 0.320655 0.111 0.010 0.122
15 8.26433e+06 1.05658e+08 0.325070 0.158 0.011 0.169
16 8.35368e+06 1.05922e+08 0.328584 0.156 0.011 0.167
17 8.43676e+06 1.06492e+08 0.331853 0.161 0.006 0.167
18 8.53357e+06 1.06779e+08 0.335661 0.161 0.010 0.171
19 8.59436e+06 1.07285e+08 0.338052 0.127 0.012 0.139
20 8.66887e+06 1.07444e+08 0.340983 0.143 0.015 0.158
21 8.73896e+06 1.07965e+08 0.343739 0.124 0.010 0.135
22 8.7947e+06 1.08083e+08 0.345932 0.135 0.011 0.145
23 8.84878e+06 1.08499e+08 0.348059 0.161 0.011 0.172
24 8.91617e+06 1.08658e+08 0.350710 0.143 0.023 0.165
25 8.95257e+06 1.09046e+08 0.352142 0.111 0.011 0.122
26 9.00497e+06 1.09094e+08 0.354203 0.146 0.011 0.157
27 9.05546e+06 1.09536e+08 0.356188 0.151 0.011 0.161
28 9.09423e+06 1.09561e+08 0.357714 0.147 0.011 0.158
29 9.13069e+06 1.09908e+08 0.359148 0.151 0.028 0.179
30 9.18204e+06 1.09992e+08 0.361167 0.114 0.013 0.127
31 9.2072e+06 1.10313e+08 0.362157 0.139 0.007 0.146
32 9.24752e+06 1.10318e+08 0.363743 0.128 0.021 0.149
33 9.28486e+06 1.1069e+08 0.365212 0.120 0.011 0.131
34 9.31323e+06 1.10675e+08 0.366328 0.169 0.011 0.179
35 9.34086e+06 1.10981e+08 0.367415 0.159 0.011 0.170
36 9.3828e+06 1.11012e+08 0.369064 0.154 0.011 0.164
37 9.39929e+06 1.11305e+08 0.369713 0.141 0.027 0.168
38 9.43102e+06 1.11264e+08 0.370961 0.115 0.034 0.149
39 9.46156e+06 1.11609e+08 0.372162 0.142 0.013 0.155
40 9.48392e+06 1.11565e+08 0.373042 0.124 0.027 0.152
41 9.50442e+06 1.11834e+08 0.373848 0.137 0.011 0.147
42 9.53935e+06 1.11842e+08 0.375222 0.157 0.011 0.168
43 9.55173e+06 1.12104e+08 0.375709 0.155 0.011 0.166
44 9.57871e+06 1.12048e+08 0.376770 0.123 0.022 0.145
45 9.60254e+06 1.12364e+08 0.377708 0.106 0.027 0.133
46 9.62061e+06 1.12293e+08 0.378418 0.133 0.011 0.144
47 9.63756e+06 1.12552e+08 0.379085 0.158 0.011 0.169
48 9.66838e+06 1.12532e+08 0.380297 0.150 0.011 0.160
49 9.67672e+06 1.12781e+08 0.380625 0.112 0.014 0.126
50 9.6994e+06 1.12706e+08 0.381518 0.131 0.011 0.142
51 9.72031e+06 1.12999e+08 0.382340 0.143 0.011 0.153
52 9.73594e+06 1.1292e+08 0.382955 0.167 0.011 0.178
53 9.74897e+06 1.13158e+08 0.383467 0.123 0.021 0.144
54 9.77549e+06 1.13121e+08 0.384510 0.107 0.011 0.117
55 9.78231e+06 1.13359e+08 0.384778 0.154 0.010 0.164
56 9.80288e+06 1.13269e+08 0.385588 0.151 0.011 0.162
57 9.81983e+06 1.1355e+08 0.386254 0.152 0.011 0.163
58 9.83316e+06 1.13453e+08 0.386779 0.127 0.022 0.148
59 9.84462e+06 1.13685e+08 0.387230 0.123 0.022 0.144
60 9.86881e+06 1.13635e+08 0.388181 0.139 0.014 0.153
61 9.87336e+06 1.13859e+08 0.388360 0.123 0.011 0.134
62 9.8913e+06 1.13762e+08 0.389065 0.155 0.011 0.166
63 9.90622e+06 1.14024e+08 0.389653 0.155 0.011 0.166
64 9.9189e+06 1.13924e+08 0.390151 0.148 0.010 0.158
65 9.92772e+06 1.14148e+08 0.390498 0.144 0.021 0.165
66 9.94896e+06 1.14079e+08 0.391334 0.116 0.016 0.132
67 9.95325e+06 1.14299e+08 0.391502 0.128 0.011 0.139
68 9.97001e+06 1.14192e+08 0.392162 0.156 0.011 0.167
69 9.98211e+06 1.14446e+08 0.392638 0.141 0.017 0.158
70 9.99332e+06 1.14336e+08 0.393079 0.112 0.012 0.124
71 1.00015e+07 1.1455e+08 0.393401 0.128 0.010 0.138
72 1.00212e+07 1.14476e+08 0.394175 0.161 0.011 0.173
73 1.0024e+07 1.14686e+08 0.394284 0.158 0.011 0.169
74 1.0039e+07 1.14575e+08 0.394873 0.115 0.021 0.136
75 1.00497e+07 1.14818e+08 0.395297 0.123 0.011 0.134
76 1.00608e+07 1.14702e+08 0.395731 0.143 0.011 0.154
77 1.0067e+07 1.14915e+08 0.395977 0.152 0.010 0.162
78 1.00843e+07 1.14823e+08 0.396657 0.158 0.010 0.168
79 1.00873e+07 1.15033e+08 0.396774 0.120 0.022 0.142
80 1.01016e+07 1.14919e+08 0.397338 0.110 0.013 0.123
81 1.01101e+07 1.1515e+08 0.397672 0.143 0.011 0.154
82 1.012e+07 1.1503e+08 0.398060 0.171 0.011 0.182
83 1.0126e+07 1.15235e+08 0.398295 0.148 0.011 0.158
84 1.01423e+07 1.15142e+08 0.398938 0.128 0.018 0.146
85 1.01439e+07 1.15347e+08 0.399000 0.111 0.027 0.138
86 1.01565e+07 1.15223e+08 0.399498 0.121 0.011 0.132
87 1.01644e+07 1.15451e+08 0.399809 0.140 0.011 0.151
88 1.01741e+07 1.15326e+08 0.400190 0.164 0.010 0.174
89 1.01783e+07 1.1553e+08 0.400356 0.142 0.021 0.163
90 1.01928e+07 1.15426e+08 0.400923 0.103 0.018 0.122
91 1.01946e+07 1.15625e+08 0.400994 0.131 0.013 0.144
92 1.0207e+07 1.15503e+08 0.401482 0.136 0.011 0.146
93 1.02129e+07 1.15721e+08 0.401714 0.145 0.011 0.155
94 1.02214e+07 1.15593e+08 0.402051 0.152 0.022 0.173
95 1.02256e+07 1.15794e+08 0.402213 0.110 0.011 0.121
96 1.02392e+07 1.15685e+08 0.402750 0.157 0.011 0.168
97 1.02397e+07 1.15882e+08 0.402768 0.157 0.011 0.168
98 1.02505e+07 1.15751e+08 0.403193 0.135 0.022 0.157
99 1.02559e+07 1.15966e+08 0.403406 0.107 0.030 0.137
100 1.02646e+07 1.15837e+08 0.403748 0.140 0.012 0.153
101 1.02672e+07 1.16033e+08 0.403851 0.125 0.017 0.142
102 1.02791e+07 1.15917e+08 0.404321 0.154 0.015 0.169
103 1.02799e+07 1.1611e+08 0.404351 0.156 0.011 0.167
104 1.02905e+07 1.15981e+08 0.404768 0.147 0.015 0.162
105 1.02942e+07 1.16191e+08 0.404915 0.123 0.021 0.144
106 1.03018e+07 1.16054e+08 0.405214 0.113 0.017 0.131
107 1.03045e+07 1.16249e+08 0.405318 0.137 0.029 0.166
108 1.03161e+07 1.1613e+08 0.405776 0.144 0.012 0.156
109 1.03159e+07 1.16323e+08 0.405766 0.157 0.021 0.179
========================================================================================================
Total time for 109 iterations is: 16.812856
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 2.601542
Number of unique clusters: 6170334
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 6170334
Actual number of threads: 64 (requested: 64)
Time to initialize: 1.131
Time to count edges: 0.987
Time to build the graph: 0.044
Total time: 2.162
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.036
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.03161e+07 1.1613e+08 0.405776 0.131 0.010 0.141
2 1.4087e+07 1.73269e+08 0.554100 0.076 0.006 0.082
3 1.53633e+07 2.14667e+08 0.604302 0.126 0.005 0.131
4 1.57701e+07 2.2753e+08 0.620302 0.126 0.011 0.137
5 1.5944e+07 2.34839e+08 0.627143 0.103 0.011 0.114
6 1.61136e+07 2.38549e+08 0.633814 0.092 0.010 0.102
7 1.62462e+07 2.42679e+08 0.639031 0.118 0.014 0.133
8 1.63494e+07 2.44255e+08 0.643089 0.119 0.011 0.130
9 1.64425e+07 2.4697e+08 0.646749 0.079 0.010 0.090
10 1.65204e+07 2.47709e+08 0.649817 0.124 0.010 0.134
11 1.65878e+07 2.49758e+08 0.652468 0.079 0.020 0.099
12 1.66553e+07 2.50208e+08 0.655122 0.083 0.010 0.094
13 1.67048e+07 2.51855e+08 0.657069 0.123 0.010 0.134
14 1.67577e+07 2.5198e+08 0.659149 0.104 0.022 0.126
15 1.68022e+07 2.53474e+08 0.660901 0.077 0.013 0.091
16 1.68442e+07 2.53423e+08 0.662553 0.123 0.010 0.133
17 1.68804e+07 2.54799e+08 0.663976 0.072 0.015 0.087
18 1.69166e+07 2.54603e+08 0.665399 0.086 0.006 0.092
19 1.69454e+07 2.55874e+08 0.666531 0.070 0.016 0.085
20 1.69782e+07 2.55585e+08 0.667823 0.110 0.009 0.120
21 1.70065e+07 2.56784e+08 0.668934 0.074 0.014 0.088
22 1.70339e+07 2.56426e+08 0.670015 0.091 0.010 0.100
23 1.70573e+07 2.57543e+08 0.670936 0.087 0.013 0.100
24 1.7085e+07 2.57172e+08 0.672023 0.085 0.010 0.095
25 1.71044e+07 2.58249e+08 0.672787 0.109 0.010 0.119
26 1.71293e+07 2.57794e+08 0.673764 0.070 0.010 0.080
27 1.71465e+07 2.58839e+08 0.674441 0.114 0.010 0.124
28 1.7169e+07 2.58369e+08 0.675327 0.085 0.012 0.096
29 1.71846e+07 2.5938e+08 0.675942 0.086 0.006 0.091
30 1.72043e+07 2.58864e+08 0.676715 0.086 0.011 0.096
31 1.7219e+07 2.59846e+08 0.677294 0.082 0.010 0.092
32 1.72376e+07 2.5934e+08 0.678025 0.084 0.011 0.095
33 1.72512e+07 2.60296e+08 0.678562 0.090 0.010 0.099
34 1.7268e+07 2.59741e+08 0.679220 0.126 0.009 0.135
35 1.72799e+07 2.60671e+08 0.679690 0.078 0.033 0.111
36 1.7296e+07 2.60123e+08 0.680322 0.100 0.006 0.106
37 1.73072e+07 2.61053e+08 0.680763 0.102 0.010 0.112
38 1.73219e+07 2.60451e+08 0.681342 0.098 0.024 0.122
39 1.7332e+07 2.61359e+08 0.681740 0.074 0.010 0.084
40 1.73462e+07 2.60776e+08 0.682298 0.125 0.009 0.135
41 1.7356e+07 2.61679e+08 0.682683 0.065 0.010 0.075
42 1.7369e+07 2.61067e+08 0.683196 0.116 0.010 0.126
43 1.73775e+07 2.61942e+08 0.683527 0.128 0.010 0.138
44 1.73904e+07 2.61343e+08 0.684034 0.067 0.010 0.076
45 1.73986e+07 2.62218e+08 0.684359 0.101 0.010 0.111
46 1.74104e+07 2.61581e+08 0.684824 0.073 0.009 0.082
47 1.74177e+07 2.62447e+08 0.685111 0.116 0.010 0.126
48 1.74294e+07 2.61827e+08 0.685570 0.070 0.033 0.103
49 1.74364e+07 2.62692e+08 0.685847 0.090 0.014 0.104
50 1.74472e+07 2.62035e+08 0.686271 0.142 0.010 0.152
51 1.74534e+07 2.62879e+08 0.686513 0.076 0.021 0.097
52 1.74641e+07 2.62251e+08 0.686935 0.088 0.010 0.097
53 1.74702e+07 2.63094e+08 0.687174 0.120 0.014 0.134
54 1.748e+07 2.62433e+08 0.687560 0.088 0.026 0.114
55 1.74846e+07 2.63249e+08 0.687740 0.083 0.010 0.093
56 1.74903e+07 2.62517e+08 0.687966 0.117 0.010 0.127
57 1.74917e+07 2.63286e+08 0.688019 0.075 0.021 0.096
58 1.74971e+07 2.62541e+08 0.688233 0.092 0.014 0.106
59 1.74983e+07 2.63305e+08 0.688279 0.119 0.010 0.129
60 1.75041e+07 2.6259e+08 0.688506 0.077 0.019 0.096
61 1.75054e+07 2.63357e+08 0.688559 0.086 0.011 0.096
62 1.75108e+07 2.62619e+08 0.688773 0.098 0.025 0.123
63 1.75117e+07 2.63369e+08 0.688809 0.069 0.010 0.078
64 1.75176e+07 2.6266e+08 0.689039 0.100 0.013 0.113
65 1.75188e+07 2.63426e+08 0.689087 0.104 0.022 0.126
66 1.7524e+07 2.62685e+08 0.689293 0.073 0.010 0.083
67 1.75247e+07 2.63445e+08 0.689318 0.126 0.010 0.136
68 1.75303e+07 2.62724e+08 0.689540 0.072 0.015 0.087
69 1.75313e+07 2.6349e+08 0.689578 0.103 0.006 0.108
70 1.75364e+07 2.62744e+08 0.689778 0.066 0.010 0.076
71 1.7537e+07 2.63501e+08 0.689802 0.122 0.010 0.132
72 1.75421e+07 2.62783e+08 0.690001 0.076 0.019 0.096
73 1.75425e+07 2.63541e+08 0.690019 0.088 0.010 0.099
74 1.75473e+07 2.62797e+08 0.690207 0.116 0.008 0.124
75 1.75473e+07 2.63544e+08 0.690207 0.082 0.016 0.098
========================================================================================================
Total time for 75 iterations is: 8.092372
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.361892
Number of unique clusters: 3044759
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3044759
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.158
Time to count edges: 0.249
Time to build the graph: 0.033
Total time: 0.440
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.045
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.75473e+07 2.62797e+08 0.690207 0.090 0.006 0.096
2 1.96156e+07 4.20456e+08 0.771560 0.051 0.030 0.081
3 2.03187e+07 5.44229e+08 0.799216 0.071 0.009 0.080
4 2.05262e+07 5.86305e+08 0.807380 0.045 0.009 0.054
5 2.06104e+07 6.08635e+08 0.810690 0.100 0.009 0.109
6 2.06908e+07 6.19337e+08 0.813856 0.045 0.009 0.054
7 2.07538e+07 6.30052e+08 0.816334 0.093 0.011 0.103
8 2.08074e+07 6.33603e+08 0.818439 0.043 0.005 0.049
9 2.08494e+07 6.39662e+08 0.820092 0.043 0.009 0.052
10 2.08918e+07 6.40857e+08 0.821761 0.108 0.009 0.116
11 2.09246e+07 6.45612e+08 0.823050 0.044 0.009 0.053
12 2.0959e+07 6.45871e+08 0.824403 0.093 0.023 0.116
13 2.09836e+07 6.49569e+08 0.825371 0.048 0.009 0.057
14 2.1012e+07 6.49206e+08 0.826488 0.090 0.014 0.105
15 2.10326e+07 6.52575e+08 0.827300 0.045 0.009 0.054
16 2.1056e+07 6.51816e+08 0.828218 0.085 0.027 0.112
17 2.10724e+07 6.54901e+08 0.828865 0.043 0.009 0.052
18 2.10927e+07 6.53813e+08 0.829661 0.107 0.006 0.113
19 2.11068e+07 6.56782e+08 0.830217 0.045 0.010 0.055
20 2.11232e+07 6.55366e+08 0.830861 0.049 0.043 0.093
21 2.11345e+07 6.58003e+08 0.831306 0.051 0.009 0.061
22 2.11495e+07 6.56553e+08 0.831897 0.043 0.008 0.052
23 2.11595e+07 6.59091e+08 0.832290 0.080 0.014 0.093
24 2.11728e+07 6.57574e+08 0.832814 0.042 0.009 0.051
25 2.11816e+07 6.60035e+08 0.833161 0.044 0.028 0.073
26 2.1194e+07 6.58419e+08 0.833646 0.064 0.009 0.074
27 2.12018e+07 6.60855e+08 0.833955 0.047 0.009 0.056
28 2.1212e+07 6.59178e+08 0.834355 0.079 0.020 0.099
29 2.12153e+07 6.61207e+08 0.834483 0.045 0.009 0.054
30 2.12223e+07 6.59179e+08 0.834758 0.048 0.026 0.074
31 2.12254e+07 6.61297e+08 0.834882 0.062 0.009 0.072
32 2.1232e+07 6.59336e+08 0.835141 0.041 0.011 0.052
33 2.12351e+07 6.61434e+08 0.835263 0.069 0.010 0.079
34 2.12417e+07 6.59451e+08 0.835522 0.057 0.023 0.080
35 2.12446e+07 6.61553e+08 0.835639 0.058 0.009 0.067
36 2.12508e+07 6.59583e+08 0.835880 0.086 0.025 0.112
37 2.12534e+07 6.61678e+08 0.835983 0.044 0.009 0.053
38 2.12583e+07 6.59655e+08 0.836174 0.098 0.011 0.109
39 2.12583e+07 6.61699e+08 0.836175 0.049 0.012 0.061
40 2.12616e+07 6.5967e+08 0.836305 0.084 0.010 0.094
41 2.12615e+07 6.6172e+08 0.836303 0.046 0.026 0.072
========================================================================================================
Total time for 41 iterations is: 3.142164
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.698038
Number of unique clusters: 1507960
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1507960
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.094
Time to count edges: 0.138
Time to build the graph: 0.030
Total time: 0.262
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.035
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.12616e+07 6.5967e+08 0.836305 0.081 0.009 0.090
2 2.24536e+07 1.13323e+09 0.883192 0.035 0.009 0.044
3 2.28573e+07 1.52252e+09 0.899068 0.070 0.020 0.090
4 2.29716e+07 1.66825e+09 0.903564 0.034 0.006 0.040
5 2.30169e+07 1.73931e+09 0.905348 0.061 0.020 0.081
6 2.30534e+07 1.76914e+09 0.906784 0.030 0.009 0.039
7 2.30832e+07 1.79485e+09 0.907954 0.032 0.023 0.056
8 2.3106e+07 1.80154e+09 0.908852 0.049 0.009 0.059
9 2.31255e+07 1.81468e+09 0.909617 0.029 0.009 0.039
10 2.31427e+07 1.81496e+09 0.910295 0.034 0.009 0.043
11 2.31584e+07 1.82371e+09 0.910915 0.066 0.018 0.084
12 2.31728e+07 1.82226e+09 0.911478 0.033 0.009 0.042
13 2.31849e+07 1.82955e+09 0.911957 0.054 0.015 0.068
14 2.3195e+07 1.82658e+09 0.912354 0.044 0.009 0.053
15 2.32025e+07 1.83194e+09 0.912649 0.031 0.009 0.040
16 2.32088e+07 1.82715e+09 0.912894 0.043 0.022 0.064
17 2.32153e+07 1.83236e+09 0.913151 0.042 0.009 0.050
18 2.32211e+07 1.82773e+09 0.913378 0.032 0.009 0.041
19 2.32251e+07 1.83269e+09 0.913537 0.047 0.010 0.057
20 2.32284e+07 1.82785e+09 0.913667 0.047 0.009 0.056
21 2.32302e+07 1.83284e+09 0.913738 0.029 0.015 0.044
22 2.32316e+07 1.82795e+09 0.913791 0.058 0.016 0.074
23 2.32328e+07 1.83283e+09 0.913838 0.032 0.009 0.042
24 2.32343e+07 1.82799e+09 0.913897 0.045 0.027 0.072
25 2.32359e+07 1.83292e+09 0.913961 0.037 0.009 0.046
26 2.32372e+07 1.82802e+09 0.914013 0.033 0.009 0.042
27 2.32387e+07 1.83293e+09 0.914072 0.056 0.015 0.071
28 2.32399e+07 1.82804e+09 0.914119 0.033 0.009 0.041
29 2.32415e+07 1.833e+09 0.914183 0.032 0.009 0.041
30 2.32428e+07 1.82808e+09 0.914232 0.065 0.010 0.075
31 2.32442e+07 1.83297e+09 0.914287 0.033 0.009 0.042
32 2.32454e+07 1.82809e+09 0.914334 0.070 0.020 0.090
33 2.32469e+07 1.83302e+09 0.914395 0.036 0.009 0.045
34 2.32481e+07 1.82811e+09 0.914441 0.049 0.023 0.072
35 2.32495e+07 1.833e+09 0.914496 0.051 0.005 0.056
36 2.32506e+07 1.82812e+09 0.914540 0.037 0.023 0.059
37 2.32521e+07 1.83307e+09 0.914598 0.053 0.009 0.062
38 2.32532e+07 1.82814e+09 0.914643 0.036 0.009 0.045
39 2.32546e+07 1.83304e+09 0.914696 0.067 0.015 0.082
40 2.32556e+07 1.82816e+09 0.914737 0.037 0.009 0.046
41 2.32571e+07 1.8331e+09 0.914796 0.038 0.020 0.058
42 2.32582e+07 1.8282e+09 0.914840 0.054 0.009 0.063
43 2.32595e+07 1.83308e+09 0.914891 0.031 0.009 0.040
44 2.32606e+07 1.82819e+09 0.914931 0.045 0.019 0.065
45 2.3262e+07 1.83312e+09 0.914987 0.043 0.009 0.052
46 2.3263e+07 1.82821e+09 0.915028 0.033 0.009 0.042
47 2.32643e+07 1.8331e+09 0.915078 0.071 0.017 0.088
48 2.32653e+07 1.82823e+09 0.915118 0.032 0.009 0.041
49 2.32667e+07 1.83316e+09 0.915172 0.062 0.018 0.081
50 2.32677e+07 1.82823e+09 0.915211 0.039 0.009 0.048
51 2.3269e+07 1.83315e+09 0.915262 0.037 0.009 0.045
52 2.32699e+07 1.82826e+09 0.915299 0.041 0.024 0.064
53 2.32713e+07 1.8332e+09 0.915352 0.055 0.009 0.064
54 2.32723e+07 1.82829e+09 0.915392 0.032 0.009 0.040
55 2.32735e+07 1.83319e+09 0.915440 0.046 0.013 0.059
56 2.32744e+07 1.82829e+09 0.915475 0.033 0.009 0.042
57 2.32757e+07 1.83323e+09 0.915529 0.032 0.009 0.042
58 2.32767e+07 1.82831e+09 0.915565 0.035 0.020 0.055
59 2.32779e+07 1.83321e+09 0.915613 0.052 0.009 0.061
60 2.32788e+07 1.82833e+09 0.915649 0.033 0.009 0.042
61 2.32801e+07 1.83326e+09 0.915700 0.032 0.010 0.042
62 2.3281e+07 1.82833e+09 0.915735 0.068 0.014 0.081
63 2.32822e+07 1.83323e+09 0.915781 0.034 0.009 0.043
64 2.3283e+07 1.82835e+09 0.915815 0.065 0.019 0.084
65 2.32843e+07 1.83328e+09 0.915865 0.034 0.009 0.043
66 2.32852e+07 1.82837e+09 0.915901 0.033 0.009 0.042
67 2.32864e+07 1.83327e+09 0.915946 0.071 0.009 0.080
68 2.32872e+07 1.82837e+09 0.915979 0.033 0.009 0.042
69 2.32884e+07 1.83331e+09 0.916028 0.046 0.029 0.075
70 2.32893e+07 1.82839e+09 0.916061 0.040 0.009 0.049
71 2.32904e+07 1.83329e+09 0.916105 0.036 0.022 0.059
72 2.32912e+07 1.82841e+09 0.916138 0.055 0.013 0.068
73 2.32924e+07 1.83333e+09 0.916185 0.028 0.009 0.037
74 2.32933e+07 1.82841e+09 0.916218 0.041 0.018 0.058
75 2.32944e+07 1.8333e+09 0.916261 0.049 0.009 0.058
76 2.32951e+07 1.82842e+09 0.916291 0.031 0.010 0.042
77 2.32963e+07 1.83337e+09 0.916338 0.062 0.009 0.071
78 2.32972e+07 1.82845e+09 0.916371 0.032 0.009 0.041
79 2.32982e+07 1.83334e+09 0.916410 0.033 0.009 0.043
80 2.32989e+07 1.82846e+09 0.916440 0.059 0.015 0.073
81 2.33001e+07 1.83338e+09 0.916485 0.034 0.009 0.043
82 2.33008e+07 1.82847e+09 0.916515 0.034 0.021 0.055
83 2.33018e+07 1.83336e+09 0.916555 0.048 0.009 0.057
84 2.33026e+07 1.82847e+09 0.916583 0.028 0.009 0.037
85 2.33037e+07 1.83341e+09 0.916627 0.078 0.015 0.092
86 2.33044e+07 1.82849e+09 0.916656 0.032 0.009 0.041
87 2.33054e+07 1.83338e+09 0.916695 0.058 0.029 0.087
88 2.33061e+07 1.8285e+09 0.916723 0.033 0.009 0.041
89 2.33072e+07 1.83344e+09 0.916767 0.028 0.013 0.042
90 2.3308e+07 1.82852e+09 0.916796 0.069 0.019 0.089
91 2.33089e+07 1.83341e+09 0.916834 0.031 0.009 0.041
92 2.33096e+07 1.82851e+09 0.916860 0.039 0.020 0.059
93 2.33107e+07 1.83345e+09 0.916903 0.048 0.009 0.057
94 2.33114e+07 1.82855e+09 0.916930 0.032 0.010 0.042
95 2.33123e+07 1.83343e+09 0.916966 0.058 0.012 0.070
96 2.3313e+07 1.82855e+09 0.916992 0.033 0.009 0.042
97 2.3314e+07 1.83348e+09 0.917033 0.071 0.009 0.080
98 2.33147e+07 1.82855e+09 0.917059 0.032 0.009 0.041
99 2.33156e+07 1.83345e+09 0.917097 0.072 0.022 0.094
100 2.33162e+07 1.82857e+09 0.917122 0.032 0.010 0.042
101 2.33173e+07 1.8335e+09 0.917162 0.059 0.025 0.084
102 2.3318e+07 1.82859e+09 0.917189 0.039 0.009 0.048
103 2.33188e+07 1.83348e+09 0.917224 0.034 0.026 0.060
104 2.33195e+07 1.82859e+09 0.917248 0.052 0.009 0.061
105 2.33205e+07 1.83352e+09 0.917289 0.033 0.009 0.042
106 2.33211e+07 1.8286e+09 0.917313 0.034 0.021 0.055
107 2.3322e+07 1.83349e+09 0.917348 0.062 0.009 0.071
108 2.33226e+07 1.8286e+09 0.917372 0.032 0.009 0.041
109 2.33236e+07 1.83354e+09 0.917411 0.056 0.019 0.075
110 2.33242e+07 1.82861e+09 0.917435 0.028 0.009 0.037
111 2.33251e+07 1.83351e+09 0.917469 0.034 0.020 0.054
112 2.33257e+07 1.82864e+09 0.917492 0.048 0.009 0.057
113 2.33266e+07 1.83356e+09 0.917531 0.032 0.009 0.041
114 2.33273e+07 1.82865e+09 0.917555 0.060 0.020 0.080
115 2.33281e+07 1.83353e+09 0.917588 0.032 0.009 0.041
116 2.33286e+07 1.82862e+09 0.917609 0.032 0.012 0.044
117 2.33296e+07 1.83357e+09 0.917648 0.044 0.014 0.057
118 2.33302e+07 1.82865e+09 0.917669 0.032 0.009 0.042
119 2.3331e+07 1.83354e+09 0.917701 0.068 0.019 0.087
120 2.33316e+07 1.82866e+09 0.917724 0.030 0.009 0.039
121 2.33325e+07 1.8336e+09 0.917761 0.059 0.018 0.077
122 2.33331e+07 1.82867e+09 0.917783 0.042 0.009 0.051
123 2.33339e+07 1.83356e+09 0.917815 0.033 0.009 0.041
124 2.33344e+07 1.82867e+09 0.917836 0.061 0.008 0.069
125 2.33353e+07 1.8336e+09 0.917872 0.031 0.009 0.040
126 2.33359e+07 1.82868e+09 0.917894 0.069 0.009 0.079
127 2.33366e+07 1.83358e+09 0.917924 0.027 0.009 0.036
128 2.33372e+07 1.82868e+09 0.917944 0.054 0.020 0.073
129 2.33381e+07 1.83362e+09 0.917981 0.035 0.009 0.044
130 2.33386e+07 1.8287e+09 0.918001 0.032 0.009 0.041
131 2.33394e+07 1.83359e+09 0.918032 0.053 0.022 0.075
132 2.33399e+07 1.8287e+09 0.918051 0.035 0.009 0.044
133 2.33408e+07 1.83364e+09 0.918086 0.028 0.009 0.037
134 2.33413e+07 1.82871e+09 0.918105 0.082 0.017 0.099
135 2.3342e+07 1.8336e+09 0.918135 0.034 0.013 0.047
136 2.33425e+07 1.82872e+09 0.918153 0.031 0.009 0.040
137 2.33433e+07 1.83365e+09 0.918187 0.064 0.009 0.073
138 2.33438e+07 1.82873e+09 0.918207 0.027 0.009 0.036
139 2.33446e+07 1.83362e+09 0.918235 0.065 0.020 0.085
140 2.3345e+07 1.82872e+09 0.918253 0.035 0.009 0.044
141 2.33459e+07 1.83367e+09 0.918287 0.032 0.009 0.041
142 2.33463e+07 1.82875e+09 0.918304 0.078 0.020 0.098
143 2.3347e+07 1.83364e+09 0.918332 0.028 0.009 0.037
144 2.33475e+07 1.82875e+09 0.918350 0.049 0.023 0.072
145 2.33483e+07 1.83369e+09 0.918382 0.044 0.005 0.048
146 2.33487e+07 1.82875e+09 0.918399 0.032 0.009 0.041
147 2.33494e+07 1.83365e+09 0.918427 0.050 0.017 0.067
148 2.33498e+07 1.82876e+09 0.918443 0.034 0.009 0.042
149 2.33507e+07 1.8337e+09 0.918475 0.032 0.009 0.041
150 2.33511e+07 1.82879e+09 0.918493 0.044 0.013 0.056
151 2.33518e+07 1.83368e+09 0.918519 0.036 0.009 0.045
152 2.33522e+07 1.82878e+09 0.918534 0.031 0.009 0.040
153 2.3353e+07 1.83372e+09 0.918566 0.052 0.026 0.078
154 2.33534e+07 1.8288e+09 0.918581 0.035 0.009 0.044
155 2.3354e+07 1.83369e+09 0.918607 0.032 0.009 0.041
156 2.33544e+07 1.8288e+09 0.918623 0.084 0.006 0.090
157 2.33552e+07 1.83374e+09 0.918653 0.032 0.009 0.040
158 2.33555e+07 1.8288e+09 0.918667 0.066 0.019 0.085
159 2.33562e+07 1.83369e+09 0.918693 0.031 0.009 0.040
160 2.33565e+07 1.82882e+09 0.918707 0.034 0.020 0.054
161 2.33573e+07 1.83376e+09 0.918737 0.058 0.009 0.067
162 2.33577e+07 1.82883e+09 0.918752 0.034 0.010 0.044
163 2.33583e+07 1.83372e+09 0.918776 0.060 0.020 0.080
164 2.33587e+07 1.82882e+09 0.918791 0.031 0.009 0.040
165 2.33595e+07 1.83377e+09 0.918821 0.034 0.013 0.047
166 2.33598e+07 1.82885e+09 0.918835 0.054 0.009 0.063
167 2.33604e+07 1.83374e+09 0.918859 0.032 0.010 0.041
168 2.33608e+07 1.82885e+09 0.918873 0.058 0.009 0.067
169 2.33615e+07 1.83378e+09 0.918902 0.031 0.009 0.040
170 2.33618e+07 1.82884e+09 0.918914 0.063 0.014 0.077
171 2.33624e+07 1.83373e+09 0.918939 0.033 0.009 0.042
172 2.33628e+07 1.82886e+09 0.918951 0.050 0.021 0.071
173 2.33635e+07 1.8338e+09 0.918980 0.046 0.009 0.055
174 2.33639e+07 1.82888e+09 0.918994 0.033 0.028 0.061
175 2.33644e+07 1.83377e+09 0.919017 0.057 0.009 0.066
176 2.33647e+07 1.82887e+09 0.919029 0.032 0.009 0.041
177 2.33655e+07 1.83381e+09 0.919058 0.051 0.019 0.070
178 2.33658e+07 1.82889e+09 0.919070 0.034 0.009 0.043
179 2.33663e+07 1.83378e+09 0.919092 0.031 0.009 0.040
180 2.33667e+07 1.82889e+09 0.919105 0.041 0.014 0.055
181 2.33674e+07 1.83382e+09 0.919132 0.049 0.009 0.058
182 2.33677e+07 1.82889e+09 0.919144 0.034 0.009 0.043
183 2.33683e+07 1.83379e+09 0.919168 0.031 0.014 0.045
184 2.33685e+07 1.82891e+09 0.919179 0.064 0.010 0.074
185 2.33692e+07 1.83384e+09 0.919206 0.033 0.009 0.043
186 2.33696e+07 1.82892e+09 0.919218 0.031 0.009 0.040
187 2.33701e+07 1.83381e+09 0.919241 0.079 0.015 0.095
188 2.33704e+07 1.8289e+09 0.919251 0.038 0.005 0.042
189 2.33711e+07 1.83385e+09 0.919279 0.037 0.018 0.055
190 2.33713e+07 1.82893e+09 0.919289 0.054 0.009 0.063
191 2.33719e+07 1.83383e+09 0.919311 0.032 0.009 0.041
192 2.33722e+07 1.82893e+09 0.919322 0.033 0.012 0.045
193 2.33729e+07 1.83387e+09 0.919348 0.064 0.014 0.078
194 2.33731e+07 1.82892e+09 0.919358 0.032 0.009 0.041
195 2.33737e+07 1.83382e+09 0.919380 0.077 0.015 0.092
196 2.33739e+07 1.82893e+09 0.919390 0.032 0.009 0.041
197 2.33746e+07 1.83388e+09 0.919416 0.033 0.009 0.042
198 2.33749e+07 1.82896e+09 0.919427 0.057 0.023 0.080
199 2.33754e+07 1.83384e+09 0.919447 0.031 0.008 0.039
200 2.33756e+07 1.82894e+09 0.919457 0.033 0.009 0.042
201 2.33763e+07 1.83388e+09 0.919483 0.067 0.019 0.086
202 2.33765e+07 1.82896e+09 0.919493 0.032 0.009 0.041
203 2.3377e+07 1.83384e+09 0.919513 0.051 0.027 0.078
204 2.33773e+07 1.82895e+09 0.919523 0.038 0.013 0.051
205 2.33779e+07 1.83389e+09 0.919548 0.032 0.010 0.042
206 2.33782e+07 1.82896e+09 0.919557 0.070 0.015 0.085
207 2.33787e+07 1.83386e+09 0.919577 0.033 0.009 0.043
208 2.33789e+07 1.82898e+09 0.919587 0.051 0.019 0.070
209 2.33796e+07 1.83392e+09 0.919612 0.044 0.009 0.053
210 2.33798e+07 1.82899e+09 0.919622 0.034 0.020 0.055
211 2.33803e+07 1.83388e+09 0.919641 0.057 0.009 0.066
212 2.33805e+07 1.82898e+09 0.919650 0.034 0.009 0.043
213 2.33812e+07 1.83392e+09 0.919675 0.036 0.020 0.057
214 2.33814e+07 1.829e+09 0.919684 0.054 0.005 0.059
215 2.33819e+07 1.83388e+09 0.919703 0.032 0.012 0.043
216 2.33821e+07 1.82899e+09 0.919712 0.062 0.014 0.076
217 2.33827e+07 1.83392e+09 0.919736 0.031 0.009 0.040
218 2.33829e+07 1.82899e+09 0.919745 0.031 0.012 0.043
219 2.33834e+07 1.83389e+09 0.919765 0.044 0.020 0.064
220 2.33837e+07 1.829e+09 0.919773 0.032 0.009 0.040
221 2.33843e+07 1.83394e+09 0.919797 0.036 0.010 0.046
222 2.33845e+07 1.82901e+09 0.919807 0.063 0.009 0.073
223 2.3385e+07 1.83392e+09 0.919825 0.031 0.009 0.040
224 2.33852e+07 1.82902e+09 0.919833 0.036 0.020 0.055
225 2.33858e+07 1.83395e+09 0.919857 0.054 0.009 0.063
226 2.3386e+07 1.82903e+09 0.919866 0.033 0.009 0.042
227 2.33865e+07 1.83392e+09 0.919884 0.061 0.017 0.077
228 2.33867e+07 1.82902e+09 0.919892 0.032 0.009 0.041
229 2.33873e+07 1.83397e+09 0.919916 0.031 0.013 0.044
230 2.33875e+07 1.82903e+09 0.919923 0.059 0.018 0.077
231 2.33879e+07 1.83392e+09 0.919941 0.031 0.009 0.040
232 2.33881e+07 1.82904e+09 0.919949 0.047 0.022 0.069
233 2.33887e+07 1.83397e+09 0.919972 0.039 0.009 0.048
234 2.33889e+07 1.82906e+09 0.919981 0.033 0.009 0.042
235 2.33894e+07 1.83394e+09 0.919998 0.031 0.014 0.044
236 2.33895e+07 1.82903e+09 0.920005 0.052 0.017 0.070
237 2.33901e+07 1.83398e+09 0.920028 0.034 0.009 0.043
238 2.33903e+07 1.82906e+09 0.920035 0.030 0.009 0.039
239 2.33908e+07 1.83394e+09 0.920052 0.076 0.017 0.093
240 2.3391e+07 1.82906e+09 0.920060 0.033 0.009 0.042
241 2.33915e+07 1.83399e+09 0.920082 0.031 0.030 0.061
242 2.33917e+07 1.82905e+09 0.920089 0.060 0.009 0.068
243 2.33921e+07 1.83394e+09 0.920107 0.032 0.009 0.042
244 2.33923e+07 1.82907e+09 0.920114 0.032 0.012 0.044
245 2.33929e+07 1.83401e+09 0.920136 0.054 0.015 0.069
246 2.33931e+07 1.82909e+09 0.920143 0.031 0.009 0.040
247 2.33935e+07 1.83397e+09 0.920159 0.060 0.026 0.086
248 2.33936e+07 1.82906e+09 0.920165 0.032 0.009 0.041
249 2.33942e+07 1.834e+09 0.920188 0.036 0.009 0.045
250 2.33944e+07 1.82909e+09 0.920195 0.069 0.019 0.089
251 2.33948e+07 1.83397e+09 0.920212 0.032 0.009 0.041
252 2.3395e+07 1.82908e+09 0.920218 0.059 0.037 0.096
253 2.33955e+07 1.83401e+09 0.920239 0.031 0.009 0.040
254 2.33957e+07 1.82908e+09 0.920246 0.031 0.012 0.043
255 2.33961e+07 1.83397e+09 0.920262 0.062 0.014 0.076
256 2.33962e+07 1.82909e+09 0.920268 0.034 0.009 0.043
257 2.33968e+07 1.83402e+09 0.920290 0.065 0.020 0.085
258 2.3397e+07 1.82911e+09 0.920297 0.029 0.008 0.037
259 2.33974e+07 1.834e+09 0.920313 0.049 0.018 0.067
260 2.33975e+07 1.82909e+09 0.920319 0.048 0.009 0.057
261 2.33981e+07 1.83403e+09 0.920341 0.031 0.018 0.050
262 2.33982e+07 1.82912e+09 0.920346 0.059 0.008 0.067
263 2.33986e+07 1.834e+09 0.920362 0.035 0.008 0.043
264 2.33988e+07 1.82912e+09 0.920368 0.088 0.010 0.097
265 2.33993e+07 1.83404e+09 0.920388 0.032 0.009 0.040
266 2.33994e+07 1.8291e+09 0.920393 0.036 0.026 0.062
267 2.33998e+07 1.834e+09 0.920410 0.060 0.009 0.069
268 2.34e+07 1.82911e+09 0.920415 0.031 0.009 0.040
269 2.34005e+07 1.83405e+09 0.920436 0.068 0.019 0.087
270 2.34007e+07 1.82913e+09 0.920442 0.032 0.009 0.041
271 2.3401e+07 1.83401e+09 0.920457 0.031 0.009 0.040
272 2.34012e+07 1.82912e+09 0.920462 0.064 0.019 0.083
273 2.34017e+07 1.83405e+09 0.920483 0.032 0.009 0.041
274 2.34018e+07 1.82914e+09 0.920488 0.033 0.009 0.042
275 2.34022e+07 1.83402e+09 0.920503 0.033 0.027 0.060
276 2.34024e+07 1.82913e+09 0.920508 0.052 0.009 0.061
277 2.34029e+07 1.83407e+09 0.920529 0.032 0.016 0.048
278 2.3403e+07 1.82914e+09 0.920534 0.065 0.014 0.079
279 2.34034e+07 1.83403e+09 0.920549 0.034 0.009 0.042
280 2.34035e+07 1.82914e+09 0.920553 0.075 0.019 0.094
281 2.3404e+07 1.83407e+09 0.920573 0.033 0.009 0.042
282 2.34041e+07 1.82915e+09 0.920579 0.032 0.009 0.041
283 2.34045e+07 1.83404e+09 0.920594 0.061 0.010 0.071
284 2.34046e+07 1.82913e+09 0.920598 0.032 0.009 0.041
285 2.34051e+07 1.83408e+09 0.920618 0.077 0.015 0.093
286 2.34052e+07 1.82917e+09 0.920622 0.032 0.010 0.041
287 2.34056e+07 1.83406e+09 0.920637 0.069 0.020 0.089
288 2.34057e+07 1.82917e+09 0.920642 0.036 0.009 0.045
289 2.34062e+07 1.83409e+09 0.920661 0.033 0.009 0.041
290 2.34063e+07 1.82916e+09 0.920666 0.048 0.023 0.071
291 2.34067e+07 1.83405e+09 0.920680 0.042 0.009 0.051
292 2.34068e+07 1.82916e+09 0.920684 0.033 0.012 0.045
293 2.34073e+07 1.8341e+09 0.920704 0.055 0.009 0.064
294 2.34074e+07 1.82917e+09 0.920709 0.031 0.009 0.040
295 2.34078e+07 1.83406e+09 0.920722 0.054 0.018 0.072
296 2.34079e+07 1.82916e+09 0.920726 0.031 0.009 0.040
297 2.34084e+07 1.83409e+09 0.920745 0.071 0.025 0.096
298 2.34085e+07 1.82918e+09 0.920749 0.032 0.009 0.041
299 2.34088e+07 1.83407e+09 0.920763 0.034 0.009 0.044
300 2.3409e+07 1.82919e+09 0.920768 0.056 0.019 0.075
301 2.34094e+07 1.83412e+09 0.920787 0.031 0.009 0.040
302 2.34095e+07 1.82919e+09 0.920790 0.036 0.056 0.092
303 2.34099e+07 1.83407e+09 0.920804 0.036 0.009 0.045
304 2.341e+07 1.8292e+09 0.920808 0.035 0.035 0.070
305 2.34104e+07 1.83412e+09 0.920827 0.048 0.009 0.057
306 2.34106e+07 1.8292e+09 0.920831 0.037 0.036 0.073
307 2.34109e+07 1.83409e+09 0.920845 0.040 0.009 0.049
308 2.3411e+07 1.82919e+09 0.920848 0.046 0.023 0.069
309 2.34115e+07 1.83412e+09 0.920867 0.043 0.009 0.051
310 2.34116e+07 1.8292e+09 0.920870 0.033 0.034 0.067
311 2.34119e+07 1.83409e+09 0.920884 0.054 0.009 0.062
312 2.3412e+07 1.8292e+09 0.920887 0.032 0.010 0.042
313 2.34124e+07 1.83413e+09 0.920906 0.062 0.009 0.071
314 2.34125e+07 1.82919e+09 0.920909 0.035 0.010 0.045
315 2.34129e+07 1.83409e+09 0.920923 0.048 0.039 0.087
316 2.3413e+07 1.8292e+09 0.920925 0.030 0.009 0.039
317 2.34134e+07 1.83414e+09 0.920945 0.032 0.009 0.041
318 2.34135e+07 1.82922e+09 0.920949 0.056 0.038 0.093
319 2.34139e+07 1.83411e+09 0.920961 0.033 0.009 0.042
320 2.34139e+07 1.82921e+09 0.920965 0.031 0.009 0.039
321 2.34144e+07 1.83414e+09 0.920983 0.070 0.021 0.091
322 2.34145e+07 1.82923e+09 0.920987 0.034 0.009 0.042
323 2.34148e+07 1.83412e+09 0.920999 0.032 0.013 0.044
324 2.34149e+07 1.82923e+09 0.921002 0.062 0.009 0.071
325 2.34154e+07 1.83416e+09 0.921020 0.032 0.009 0.041
326 2.34154e+07 1.82922e+09 0.921022 0.033 0.009 0.042
327 2.34157e+07 1.83411e+09 0.921035 0.057 0.009 0.067
328 2.34158e+07 1.82923e+09 0.921037 0.032 0.009 0.041
329 2.34162e+07 1.83415e+09 0.921054 0.034 0.009 0.043
330 2.34163e+07 1.82924e+09 0.921058 0.080 0.017 0.097
331 2.34166e+07 1.83412e+09 0.921070 0.032 0.009 0.041
332 2.34167e+07 1.82922e+09 0.921072 0.032 0.010 0.041
333 2.34171e+07 1.83416e+09 0.921090 0.060 0.013 0.073
334 2.34172e+07 1.82925e+09 0.921092 0.032 0.009 0.041
335 2.34175e+07 1.83413e+09 0.921104 0.043 0.039 0.083
336 2.34176e+07 1.82925e+09 0.921107 0.040 0.009 0.048
337 2.3418e+07 1.83418e+09 0.921124 0.032 0.009 0.041
338 2.3418e+07 1.82925e+09 0.921126 0.047 0.014 0.062
339 2.34184e+07 1.83413e+09 0.921139 0.049 0.009 0.057
340 2.34184e+07 1.82924e+09 0.921140 0.034 0.010 0.043
341 2.34188e+07 1.83417e+09 0.921157 0.063 0.020 0.083
342 2.34189e+07 1.82925e+09 0.921160 0.032 0.009 0.041
343 2.34192e+07 1.83415e+09 0.921171 0.081 0.015 0.096
344 2.34192e+07 1.82924e+09 0.921172 0.031 0.009 0.040
345 2.34197e+07 1.83418e+09 0.921190 0.033 0.009 0.042
346 2.34197e+07 1.82926e+09 0.921192 0.052 0.009 0.061
347 2.342e+07 1.83414e+09 0.921204 0.031 0.009 0.040
348 2.34201e+07 1.82926e+09 0.921206 0.036 0.025 0.061
349 2.34205e+07 1.8342e+09 0.921223 0.048 0.009 0.057
350 2.34205e+07 1.82926e+09 0.921224 0.032 0.010 0.041
351 2.34208e+07 1.83415e+09 0.921236 0.048 0.036 0.085
352 2.34209e+07 1.82928e+09 0.921238 0.033 0.009 0.042
353 2.34213e+07 1.8342e+09 0.921254 0.030 0.009 0.039
354 2.34214e+07 1.82929e+09 0.921257 0.035 0.024 0.059
355 2.34216e+07 1.83416e+09 0.921268 0.055 0.009 0.064
356 2.34217e+07 1.82926e+09 0.921268 0.033 0.009 0.042
========================================================================================================
Total time for 356 iterations is: 20.106530
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.307573
Number of unique clusters: 680762
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 680762
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.056
Time to count edges: 0.094
Time to build the graph: 0.044
Total time: 0.194
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.34216e+07 1.83416e+09 0.921268 0.080 0.009 0.089
2 2.40505e+07 3.30138e+09 0.946002 0.022 0.013 0.035
3 2.42596e+07 4.52539e+09 0.954225 0.025 0.010 0.035
4 2.43146e+07 5.00532e+09 0.956385 0.028 0.032 0.060
5 2.43356e+07 5.22568e+09 0.957210 0.042 0.008 0.051
6 2.43505e+07 5.31089e+09 0.957799 0.024 0.009 0.034
7 2.43631e+07 5.38759e+09 0.958293 0.026 0.010 0.035
8 2.43712e+07 5.40425e+09 0.958610 0.057 0.023 0.080
9 2.43755e+07 5.4389e+09 0.958782 0.026 0.009 0.034
10 2.43777e+07 5.43e+09 0.958866 0.025 0.009 0.034
11 2.43796e+07 5.45144e+09 0.958944 0.047 0.015 0.061
12 2.43809e+07 5.43825e+09 0.958992 0.043 0.006 0.049
13 2.43825e+07 5.45538e+09 0.959057 0.025 0.009 0.034
14 2.43839e+07 5.43957e+09 0.959112 0.033 0.025 0.058
15 2.43857e+07 5.45635e+09 0.959183 0.047 0.009 0.056
16 2.43871e+07 5.44021e+09 0.959239 0.027 0.010 0.036
17 2.43887e+07 5.45688e+09 0.959299 0.029 0.052 0.081
18 2.43899e+07 5.44041e+09 0.959348 0.030 0.009 0.039
19 2.43916e+07 5.45704e+09 0.959413 0.022 0.009 0.030
20 2.43927e+07 5.4407e+09 0.959459 0.054 0.014 0.069
21 2.43943e+07 5.45731e+09 0.959519 0.037 0.009 0.046
22 2.43955e+07 5.44092e+09 0.959566 0.025 0.009 0.034
23 2.43971e+07 5.45743e+09 0.959632 0.024 0.013 0.037
24 2.43983e+07 5.44098e+09 0.959676 0.085 0.011 0.096
25 2.43998e+07 5.45757e+09 0.959735 0.020 0.009 0.029
26 2.44008e+07 5.44113e+09 0.959777 0.024 0.010 0.035
27 2.44024e+07 5.4576e+09 0.959839 0.038 0.016 0.054
28 2.44034e+07 5.4412e+09 0.959880 0.034 0.005 0.039
29 2.44049e+07 5.45786e+09 0.959937 0.025 0.009 0.034
30 2.44059e+07 5.44131e+09 0.959975 0.024 0.009 0.033
31 2.44074e+07 5.45787e+09 0.960036 0.059 0.024 0.083
32 2.44084e+07 5.44141e+09 0.960074 0.020 0.009 0.029
33 2.44098e+07 5.45805e+09 0.960129 0.024 0.009 0.033
34 2.44107e+07 5.44148e+09 0.960165 0.040 0.020 0.060
35 2.44122e+07 5.45805e+09 0.960223 0.037 0.008 0.046
36 2.44131e+07 5.4416e+09 0.960259 0.025 0.009 0.034
37 2.44144e+07 5.45828e+09 0.960312 0.065 0.014 0.080
38 2.44153e+07 5.44165e+09 0.960345 0.025 0.009 0.034
39 2.44167e+07 5.4582e+09 0.960401 0.041 0.024 0.065
40 2.44176e+07 5.44179e+09 0.960436 0.035 0.009 0.044
41 2.44188e+07 5.45841e+09 0.960484 0.020 0.013 0.033
42 2.44196e+07 5.44185e+09 0.960515 0.086 0.009 0.094
43 2.4421e+07 5.45845e+09 0.960571 0.024 0.009 0.033
44 2.44218e+07 5.44193e+09 0.960601 0.044 0.028 0.072
45 2.44229e+07 5.45859e+09 0.960647 0.027 0.009 0.035
46 2.44237e+07 5.44203e+09 0.960676 0.025 0.009 0.033
47 2.4425e+07 5.4586e+09 0.960729 0.084 0.013 0.098
48 2.44257e+07 5.44211e+09 0.960757 0.024 0.009 0.033
49 2.44269e+07 5.45874e+09 0.960802 0.026 0.013 0.039
50 2.44276e+07 5.4422e+09 0.960831 0.034 0.015 0.049
51 2.44289e+07 5.45867e+09 0.960880 0.025 0.010 0.034
52 2.44296e+07 5.44223e+09 0.960907 0.020 0.009 0.029
53 2.44307e+07 5.45883e+09 0.960951 0.024 0.010 0.034
54 2.44313e+07 5.44228e+09 0.960978 0.056 0.004 0.060
55 2.44326e+07 5.45887e+09 0.961027 0.024 0.009 0.034
56 2.44333e+07 5.44235e+09 0.961053 0.024 0.009 0.033
57 2.44343e+07 5.45894e+09 0.961094 0.070 0.029 0.099
58 2.44349e+07 5.44238e+09 0.961119 0.025 0.009 0.034
59 2.44362e+07 5.4589e+09 0.961167 0.023 0.014 0.037
60 2.44368e+07 5.44248e+09 0.961192 0.065 0.030 0.095
61 2.44379e+07 5.45914e+09 0.961234 0.024 0.009 0.034
62 2.44384e+07 5.44254e+09 0.961256 0.033 0.035 0.068
63 2.44396e+07 5.45906e+09 0.961301 0.034 0.009 0.043
64 2.44401e+07 5.44258e+09 0.961323 0.022 0.010 0.032
65 2.44411e+07 5.45921e+09 0.961363 0.059 0.009 0.068
66 2.44417e+07 5.44268e+09 0.961384 0.026 0.005 0.030
67 2.44428e+07 5.45921e+09 0.961429 0.024 0.009 0.033
68 2.44433e+07 5.44268e+09 0.961450 0.068 0.019 0.087
69 2.44443e+07 5.45932e+09 0.961487 0.025 0.009 0.034
70 2.44448e+07 5.44278e+09 0.961507 0.024 0.009 0.033
71 2.44458e+07 5.45929e+09 0.961548 0.032 0.040 0.072
72 2.44464e+07 5.44283e+09 0.961568 0.036 0.009 0.045
73 2.44473e+07 5.45951e+09 0.961604 0.024 0.012 0.036
74 2.44477e+07 5.44289e+09 0.961623 0.052 0.015 0.067
75 2.44488e+07 5.45939e+09 0.961663 0.024 0.009 0.033
76 2.44492e+07 5.44292e+09 0.961680 0.031 0.023 0.054
77 2.44501e+07 5.45957e+09 0.961716 0.044 0.013 0.057
78 2.44505e+07 5.443e+09 0.961733 0.025 0.009 0.034
79 2.44516e+07 5.45954e+09 0.961772 0.024 0.009 0.032
80 2.4452e+07 5.44306e+09 0.961789 0.049 0.024 0.073
81 2.44528e+07 5.45967e+09 0.961822 0.031 0.005 0.036
82 2.44532e+07 5.44315e+09 0.961838 0.033 0.005 0.038
83 2.44542e+07 5.45964e+09 0.961876 0.028 0.023 0.051
84 2.44546e+07 5.44312e+09 0.961892 0.044 0.016 0.060
85 2.44555e+07 5.4598e+09 0.961926 0.024 0.010 0.034
86 2.44558e+07 5.4432e+09 0.961941 0.052 0.012 0.064
87 2.44568e+07 5.45969e+09 0.961978 0.040 0.009 0.049
88 2.44572e+07 5.44324e+09 0.961993 0.025 0.009 0.034
89 2.4458e+07 5.45991e+09 0.962026 0.066 0.020 0.086
90 2.44583e+07 5.44333e+09 0.962039 0.026 0.009 0.036
91 2.44593e+07 5.45984e+09 0.962075 0.030 0.004 0.035
92 2.44596e+07 5.4433e+09 0.962089 0.043 0.039 0.082
93 2.44604e+07 5.45996e+09 0.962121 0.027 0.009 0.036
94 2.44607e+07 5.44337e+09 0.962132 0.024 0.006 0.030
95 2.44616e+07 5.45988e+09 0.962168 0.025 0.030 0.055
96 2.44619e+07 5.44339e+09 0.962180 0.052 0.009 0.061
97 2.44627e+07 5.46007e+09 0.962211 0.020 0.009 0.029
98 2.4463e+07 5.44349e+09 0.962223 0.024 0.009 0.033
99 2.44639e+07 5.45996e+09 0.962256 0.078 0.005 0.083
100 2.44641e+07 5.44344e+09 0.962267 0.024 0.009 0.034
101 2.44649e+07 5.46011e+09 0.962297 0.025 0.014 0.039
102 2.44651e+07 5.44348e+09 0.962306 0.055 0.020 0.075
103 2.4466e+07 5.46006e+09 0.962341 0.026 0.010 0.036
104 2.44663e+07 5.44349e+09 0.962351 0.053 0.015 0.068
105 2.4467e+07 5.46017e+09 0.962380 0.023 0.009 0.032
106 2.44672e+07 5.44357e+09 0.962388 0.024 0.009 0.033
107 2.4468e+07 5.46008e+09 0.962421 0.024 0.009 0.033
108 2.44683e+07 5.44356e+09 0.962431 0.047 0.010 0.057
109 2.4469e+07 5.46023e+09 0.962459 0.029 0.005 0.033
110 2.44693e+07 5.44363e+09 0.962469 0.025 0.009 0.034
111 2.44701e+07 5.46014e+09 0.962500 0.047 0.029 0.076
112 2.44703e+07 5.44363e+09 0.962509 0.022 0.014 0.036
113 2.4471e+07 5.46027e+09 0.962536 0.024 0.009 0.034
114 2.44712e+07 5.44368e+09 0.962545 0.070 0.026 0.096
115 2.4472e+07 5.46022e+09 0.962577 0.020 0.010 0.029
116 2.44722e+07 5.44366e+09 0.962586 0.073 0.026 0.099
117 2.44729e+07 5.4603e+09 0.962612 0.032 0.005 0.037
118 2.44731e+07 5.44371e+09 0.962619 0.030 0.005 0.035
119 2.44739e+07 5.46023e+09 0.962650 0.060 0.024 0.084
120 2.44741e+07 5.44372e+09 0.962659 0.025 0.009 0.035
121 2.44748e+07 5.46044e+09 0.962686 0.024 0.009 0.034
122 2.44749e+07 5.4438e+09 0.962692 0.078 0.014 0.092
123 2.44757e+07 5.4603e+09 0.962722 0.025 0.009 0.034
124 2.44759e+07 5.44378e+09 0.962729 0.025 0.029 0.054
125 2.44765e+07 5.46043e+09 0.962754 0.054 0.004 0.058
126 2.44767e+07 5.44383e+09 0.962760 0.023 0.009 0.032
127 2.44774e+07 5.4604e+09 0.962791 0.067 0.019 0.087
128 2.44776e+07 5.44383e+09 0.962798 0.019 0.009 0.029
129 2.44782e+07 5.46048e+09 0.962821 0.025 0.009 0.033
130 2.44784e+07 5.44389e+09 0.962827 0.044 0.019 0.063
131 2.44791e+07 5.46043e+09 0.962856 0.034 0.009 0.043
132 2.44792e+07 5.44389e+09 0.962862 0.024 0.009 0.033
133 2.44799e+07 5.46058e+09 0.962886 0.089 0.014 0.102
134 2.448e+07 5.44392e+09 0.962890 0.024 0.010 0.034
135 2.44807e+07 5.46047e+09 0.962918 0.025 0.009 0.034
136 2.44808e+07 5.44394e+09 0.962924 0.024 0.009 0.033
137 2.44814e+07 5.46058e+09 0.962947 0.095 0.009 0.104
138 2.44815e+07 5.44398e+09 0.962951 0.024 0.009 0.033
139 2.44822e+07 5.46053e+09 0.962978 0.024 0.009 0.034
140 2.44823e+07 5.44398e+09 0.962983 0.077 0.021 0.099
141 2.44829e+07 5.46061e+09 0.963006 0.030 0.005 0.035
142 2.4483e+07 5.44401e+09 0.963010 0.025 0.009 0.034
143 2.44837e+07 5.46055e+09 0.963037 0.033 0.026 0.058
144 2.44838e+07 5.44404e+09 0.963042 0.039 0.009 0.047
145 2.44844e+07 5.46071e+09 0.963064 0.025 0.009 0.034
146 2.44845e+07 5.44407e+09 0.963068 0.058 0.025 0.083
147 2.44852e+07 5.46058e+09 0.963095 0.025 0.009 0.034
148 2.44853e+07 5.44406e+09 0.963098 0.025 0.009 0.034
149 2.44858e+07 5.46072e+09 0.963120 0.026 0.042 0.068
150 2.44859e+07 5.44412e+09 0.963122 0.041 0.013 0.054
151 2.44866e+07 5.46068e+09 0.963150 0.024 0.009 0.033
152 2.44867e+07 5.4441e+09 0.963153 0.030 0.025 0.055
153 2.44872e+07 5.46075e+09 0.963174 0.043 0.009 0.051
154 2.44873e+07 5.44415e+09 0.963177 0.024 0.009 0.034
155 2.44879e+07 5.46068e+09 0.963203 0.060 0.019 0.079
156 2.4488e+07 5.44416e+09 0.963207 0.025 0.010 0.035
157 2.44886e+07 5.46085e+09 0.963228 0.024 0.009 0.033
158 2.44886e+07 5.4442e+09 0.963230 0.048 0.026 0.074
159 2.44892e+07 5.46071e+09 0.963255 0.026 0.009 0.035
160 2.44893e+07 5.44419e+09 0.963259 0.025 0.009 0.034
161 2.44899e+07 5.46084e+09 0.963279 0.028 0.038 0.067
162 2.44899e+07 5.44426e+09 0.963281 0.040 0.009 0.048
163 2.44906e+07 5.46079e+09 0.963307 0.023 0.009 0.032
164 2.44906e+07 5.44422e+09 0.963309 0.035 0.025 0.060
165 2.44911e+07 5.46086e+09 0.963329 0.026 0.005 0.031
166 2.44912e+07 5.44427e+09 0.963330 0.025 0.009 0.034
167 2.44918e+07 5.4608e+09 0.963355 0.056 0.024 0.080
168 2.44918e+07 5.4443e+09 0.963357 0.020 0.009 0.029
169 2.44924e+07 5.46095e+09 0.963377 0.025 0.009 0.034
170 2.44924e+07 5.44434e+09 0.963379 0.024 0.029 0.053
171 2.4493e+07 5.46083e+09 0.963402 0.051 0.010 0.061
172 2.4493e+07 5.44433e+09 0.963404 0.024 0.009 0.033
173 2.44935e+07 5.46099e+09 0.963424 0.020 0.009 0.029
174 2.44935e+07 5.44434e+09 0.963424 0.071 0.009 0.080
========================================================================================================
Total time for 174 iterations is: 8.565437
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.108084
Number of unique clusters: 299382
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 299382
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.032
Time to count edges: 0.047
Time to build the graph: 0.048
Total time: 0.126
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.44935e+07 5.46099e+09 0.963424 0.060 0.028 0.089
2 2.48041e+07 1.01008e+10 0.975630 0.021 0.009 0.030
3 2.49056e+07 1.40758e+10 0.979620 0.020 0.009 0.029
4 2.49307e+07 1.57847e+10 0.980602 0.022 0.061 0.083
5 2.49372e+07 1.65793e+10 0.980859 0.027 0.004 0.031
6 2.49401e+07 1.69725e+10 0.980970 0.016 0.009 0.026
7 2.49418e+07 1.72093e+10 0.981037 0.020 0.009 0.029
8 2.49433e+07 1.72827e+10 0.981098 0.052 0.019 0.071
9 2.49448e+07 1.7373e+10 0.981157 0.031 0.005 0.035
10 2.49465e+07 1.73795e+10 0.981224 0.020 0.009 0.029
11 2.49478e+07 1.74185e+10 0.981274 0.045 0.022 0.067
12 2.49493e+07 1.74123e+10 0.981334 0.025 0.005 0.030
13 2.49504e+07 1.74461e+10 0.981375 0.043 0.020 0.063
14 2.49519e+07 1.74265e+10 0.981436 0.025 0.009 0.034
15 2.4953e+07 1.7458e+10 0.981478 0.020 0.009 0.030
16 2.49545e+07 1.74428e+10 0.981537 0.020 0.009 0.029
17 2.49556e+07 1.74724e+10 0.981581 0.039 0.014 0.054
18 2.49572e+07 1.74547e+10 0.981642 0.037 0.013 0.051
19 2.49581e+07 1.74769e+10 0.981679 0.026 0.005 0.030
20 2.49595e+07 1.74576e+10 0.981733 0.021 0.009 0.029
21 2.49604e+07 1.74815e+10 0.981771 0.045 0.043 0.089
22 2.49618e+07 1.74582e+10 0.981824 0.020 0.009 0.029
23 2.49626e+07 1.74807e+10 0.981856 0.021 0.009 0.031
24 2.49639e+07 1.74591e+10 0.981907 0.021 0.009 0.030
25 2.49648e+07 1.74825e+10 0.981943 0.043 0.008 0.050
26 2.49661e+07 1.74591e+10 0.981993 0.026 0.005 0.030
27 2.49668e+07 1.74821e+10 0.982022 0.020 0.009 0.029
28 2.4968e+07 1.74597e+10 0.982069 0.026 0.041 0.066
29 2.49688e+07 1.74833e+10 0.982099 0.037 0.009 0.046
30 2.49701e+07 1.74602e+10 0.982149 0.025 0.004 0.030
31 2.49707e+07 1.74833e+10 0.982175 0.025 0.004 0.029
32 2.49718e+07 1.74605e+10 0.982218 0.089 0.006 0.095
33 2.49725e+07 1.74843e+10 0.982245 0.020 0.009 0.029
34 2.49737e+07 1.74612e+10 0.982292 0.021 0.009 0.030
35 2.49742e+07 1.7484e+10 0.982312 0.042 0.022 0.063
36 2.49753e+07 1.74617e+10 0.982354 0.025 0.009 0.033
37 2.49759e+07 1.74854e+10 0.982379 0.026 0.005 0.030
38 2.4977e+07 1.74616e+10 0.982420 0.016 0.010 0.026
39 2.49774e+07 1.74847e+10 0.982438 0.042 0.018 0.060
40 2.49784e+07 1.74621e+10 0.982477 0.020 0.009 0.029
41 2.4979e+07 1.74859e+10 0.982499 0.020 0.009 0.029
42 2.49801e+07 1.74631e+10 0.982542 0.056 0.029 0.086
43 2.49805e+07 1.74858e+10 0.982559 0.026 0.005 0.031
44 2.49814e+07 1.74631e+10 0.982595 0.021 0.008 0.029
45 2.49819e+07 1.74866e+10 0.982614 0.020 0.009 0.029
46 2.49829e+07 1.74636e+10 0.982654 0.035 0.010 0.044
47 2.49833e+07 1.74863e+10 0.982668 0.026 0.005 0.031
48 2.49841e+07 1.74637e+10 0.982702 0.020 0.010 0.030
49 2.49846e+07 1.74872e+10 0.982722 0.042 0.042 0.084
50 2.49856e+07 1.74638e+10 0.982760 0.021 0.009 0.030
51 2.49859e+07 1.74864e+10 0.982771 0.020 0.016 0.036
52 2.49867e+07 1.74638e+10 0.982804 0.040 0.009 0.049
53 2.49872e+07 1.74875e+10 0.982822 0.017 0.009 0.027
54 2.49881e+07 1.74643e+10 0.982858 0.020 0.009 0.029
55 2.49884e+07 1.7487e+10 0.982870 0.048 0.019 0.067
56 2.49892e+07 1.74643e+10 0.982901 0.029 0.009 0.038
57 2.49896e+07 1.74879e+10 0.982917 0.020 0.009 0.028
58 2.49905e+07 1.74649e+10 0.982952 0.020 0.009 0.028
59 2.49907e+07 1.74872e+10 0.982961 0.042 0.028 0.071
60 2.49915e+07 1.74648e+10 0.982992 0.030 0.009 0.039
61 2.49919e+07 1.74885e+10 0.983007 0.020 0.007 0.027
62 2.49928e+07 1.74653e+10 0.983042 0.059 0.014 0.073
63 2.49929e+07 1.74878e+10 0.983048 0.024 0.004 0.029
64 2.49936e+07 1.74648e+10 0.983076 0.025 0.005 0.030
65 2.4994e+07 1.74887e+10 0.983091 0.026 0.025 0.051
66 2.49949e+07 1.74657e+10 0.983124 0.037 0.015 0.052
67 2.4995e+07 1.74882e+10 0.983131 0.016 0.009 0.025
68 2.49957e+07 1.74654e+10 0.983157 0.020 0.009 0.029
69 2.4996e+07 1.74891e+10 0.983168 0.054 0.020 0.074
70 2.49968e+07 1.74658e+10 0.983200 0.028 0.009 0.036
71 2.49969e+07 1.74882e+10 0.983204 0.020 0.009 0.028
72 2.49976e+07 1.74656e+10 0.983231 0.020 0.009 0.028
73 2.49979e+07 1.74892e+10 0.983242 0.063 0.026 0.089
74 2.49986e+07 1.74661e+10 0.983273 0.020 0.009 0.029
75 2.49987e+07 1.74887e+10 0.983276 0.020 0.009 0.029
76 2.49994e+07 1.7466e+10 0.983302 0.020 0.009 0.029
77 2.49996e+07 1.74893e+10 0.983310 0.049 0.005 0.053
78 2.50003e+07 1.74662e+10 0.983340 0.021 0.010 0.031
79 2.50004e+07 1.74887e+10 0.983344 0.021 0.009 0.030
80 2.50011e+07 1.7466e+10 0.983369 0.026 0.024 0.051
81 2.50013e+07 1.74897e+10 0.983377 0.029 0.011 0.039
82 2.5002e+07 1.74665e+10 0.983406 0.016 0.009 0.025
83 2.50021e+07 1.74893e+10 0.983409 0.024 0.004 0.029
84 2.50027e+07 1.74666e+10 0.983433 0.034 0.019 0.053
85 2.50029e+07 1.74902e+10 0.983442 0.048 0.004 0.052
86 2.50036e+07 1.74666e+10 0.983469 0.024 0.004 0.028
87 2.50036e+07 1.74893e+10 0.983470 0.053 0.019 0.072
88 2.50041e+07 1.74668e+10 0.983486 0.025 0.004 0.029
89 2.50041e+07 1.74902e+10 0.983486 0.020 0.009 0.029
========================================================================================================
Total time for 89 iterations is: 3.737131
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.050373
Number of unique clusters: 129123
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 129123
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.029
Time to count edges: 0.017
Time to build the graph: 0.018
Total time: 0.063
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.50041e+07 1.74668e+10 0.983486 0.019 0.008 0.027
2 2.51455e+07 3.35285e+10 0.989025 0.019 0.009 0.027
3 2.51883e+07 4.68381e+10 0.990687 0.037 0.034 0.071
4 2.51991e+07 5.29502e+10 0.991103 0.023 0.004 0.027
5 2.52036e+07 5.58403e+10 0.991276 0.019 0.009 0.027
6 2.52061e+07 5.7369e+10 0.991373 0.020 0.044 0.064
7 2.52081e+07 5.82652e+10 0.991448 0.036 0.013 0.048
8 2.52091e+07 5.87649e+10 0.991489 0.018 0.009 0.027
9 2.52107e+07 5.92965e+10 0.991551 0.055 0.019 0.075
10 2.52117e+07 5.91749e+10 0.991589 0.023 0.005 0.028
11 2.5213e+07 5.93787e+10 0.991640 0.018 0.008 0.027
12 2.52138e+07 5.92012e+10 0.991670 0.043 0.019 0.062
13 2.5215e+07 5.9384e+10 0.991719 0.018 0.008 0.026
14 2.52158e+07 5.92111e+10 0.991752 0.018 0.033 0.051
15 2.5217e+07 5.93893e+10 0.991799 0.042 0.009 0.051
16 2.52178e+07 5.92167e+10 0.991828 0.019 0.009 0.027
17 2.52189e+07 5.93937e+10 0.991871 0.019 0.009 0.028
18 2.52195e+07 5.92201e+10 0.991897 0.039 0.039 0.078
19 2.52206e+07 5.93963e+10 0.991940 0.018 0.009 0.027
20 2.52212e+07 5.92215e+10 0.991962 0.018 0.008 0.027
21 2.52221e+07 5.93983e+10 0.991999 0.052 0.017 0.068
22 2.52227e+07 5.92251e+10 0.992022 0.024 0.013 0.037
23 2.52237e+07 5.93996e+10 0.992062 0.022 0.004 0.027
24 2.52242e+07 5.92252e+10 0.992082 0.050 0.021 0.072
25 2.52251e+07 5.94021e+10 0.992116 0.022 0.009 0.031
26 2.52256e+07 5.92304e+10 0.992135 0.019 0.013 0.032
27 2.52264e+07 5.94032e+10 0.992169 0.053 0.024 0.077
28 2.52269e+07 5.92282e+10 0.992187 0.019 0.009 0.027
29 2.52277e+07 5.9404e+10 0.992219 0.018 0.009 0.027
30 2.52282e+07 5.92322e+10 0.992239 0.020 0.037 0.057
31 2.5229e+07 5.94049e+10 0.992270 0.038 0.009 0.047
32 2.52294e+07 5.92307e+10 0.992286 0.019 0.009 0.027
33 2.52302e+07 5.94073e+10 0.992316 0.022 0.033 0.055
34 2.52305e+07 5.92351e+10 0.992329 0.034 0.015 0.048
35 2.52313e+07 5.94062e+10 0.992358 0.023 0.004 0.028
36 2.52316e+07 5.92324e+10 0.992371 0.018 0.009 0.027
37 2.52323e+07 5.94071e+10 0.992397 0.038 0.017 0.054
38 2.52326e+07 5.92374e+10 0.992412 0.032 0.013 0.045
39 2.52333e+07 5.94087e+10 0.992439 0.019 0.009 0.027
40 2.52336e+07 5.92346e+10 0.992451 0.018 0.009 0.027
41 2.52343e+07 5.94108e+10 0.992476 0.050 0.018 0.068
42 2.52345e+07 5.9239e+10 0.992485 0.023 0.009 0.032
43 2.52351e+07 5.94099e+10 0.992508 0.023 0.004 0.027
44 2.52352e+07 5.92343e+10 0.992514 0.034 0.019 0.053
45 2.52357e+07 5.94118e+10 0.992533 0.019 0.009 0.028
46 2.52357e+07 5.92394e+10 0.992532 0.019 0.009 0.027
========================================================================================================
Total time for 46 iterations is: 1.899124
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.016775
Number of unique clusters: 55980
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 55980
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
Time to count edges: 0.012
Time to build the graph: 0.017
Total time: 0.057
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.52357e+07 5.94118e+10 0.992533 0.018 0.008 0.026
2 2.52991e+07 1.07021e+11 0.994953 0.018 0.009 0.026
3 2.53182e+07 1.41714e+11 0.995650 0.040 0.025 0.066
4 2.5323e+07 1.55631e+11 0.995817 0.014 0.009 0.022
5 2.53251e+07 1.59825e+11 0.995895 0.018 0.009 0.026
6 2.53263e+07 1.61894e+11 0.995940 0.039 0.019 0.058
7 2.53276e+07 1.62005e+11 0.995990 0.018 0.013 0.031
8 2.53284e+07 1.62969e+11 0.996020 0.022 0.004 0.026
9 2.53294e+07 1.62448e+11 0.996058 0.056 0.014 0.070
10 2.533e+07 1.63188e+11 0.996082 0.021 0.009 0.029
11 2.53309e+07 1.62601e+11 0.996117 0.017 0.009 0.026
12 2.53315e+07 1.63207e+11 0.996139 0.063 0.019 0.081
13 2.53323e+07 1.62625e+11 0.996172 0.018 0.009 0.027
14 2.53328e+07 1.63222e+11 0.996190 0.017 0.009 0.026
15 2.53335e+07 1.62643e+11 0.996221 0.055 0.014 0.070
16 2.5334e+07 1.63241e+11 0.996238 0.025 0.009 0.034
17 2.53347e+07 1.62648e+11 0.996267 0.018 0.009 0.026
18 2.53351e+07 1.63242e+11 0.996282 0.044 0.019 0.063
19 2.53358e+07 1.62658e+11 0.996309 0.026 0.009 0.035
20 2.53361e+07 1.63256e+11 0.996321 0.018 0.009 0.026
21 2.53366e+07 1.62671e+11 0.996342 0.040 0.018 0.058
22 2.53368e+07 1.63259e+11 0.996348 0.027 0.009 0.036
23 2.53372e+07 1.62673e+11 0.996367 0.018 0.009 0.026
24 2.53372e+07 1.63267e+11 0.996366 0.034 0.019 0.054
========================================================================================================
Total time for 24 iterations is: 0.968670
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.007850
Number of unique clusters: 25862
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 25862
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.022
Time to count edges: 0.011
Time to build the graph: 0.027
Total time: 0.060
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.021
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53372e+07 1.62673e+11 0.996367 0.017 0.009 0.026
2 2.53638e+07 2.60018e+11 0.997259 0.055 0.020 0.075
3 2.53711e+07 2.96608e+11 0.997491 0.018 0.009 0.027
4 2.53729e+07 3.04311e+11 0.997549 0.022 0.004 0.026
5 2.5374e+07 3.08576e+11 0.997588 0.022 0.019 0.040
6 2.53747e+07 3.09753e+11 0.997614 0.040 0.013 0.053
7 2.53754e+07 3.09817e+11 0.997638 0.017 0.009 0.026
8 2.53759e+07 3.10288e+11 0.997659 0.017 0.016 0.033
9 2.53764e+07 3.10239e+11 0.997679 0.043 0.020 0.063
10 2.53768e+07 3.11189e+11 0.997693 0.017 0.004 0.021
11 2.53772e+07 3.10531e+11 0.997708 0.017 0.009 0.026
12 2.53774e+07 3.11172e+11 0.997718 0.045 0.029 0.074
13 2.53776e+07 3.10653e+11 0.997724 0.017 0.009 0.026
14 2.53777e+07 3.11277e+11 0.997728 0.017 0.009 0.026
15 2.53778e+07 3.10614e+11 0.997734 0.055 0.020 0.075
16 2.53779e+07 3.11337e+11 0.997737 0.019 0.009 0.027
17 2.5378e+07 3.10691e+11 0.997739 0.018 0.009 0.026
18 2.5378e+07 3.11333e+11 0.997741 0.066 0.019 0.085
19 2.53781e+07 3.10685e+11 0.997745 0.016 0.008 0.025
20 2.53782e+07 3.11365e+11 0.997747 0.017 0.009 0.026
21 2.53782e+07 3.10729e+11 0.997750 0.054 0.023 0.077
22 2.53783e+07 3.11416e+11 0.997752 0.017 0.009 0.026
23 2.53784e+07 3.10745e+11 0.997756 0.017 0.009 0.026
24 2.53784e+07 3.11433e+11 0.997757 0.074 0.025 0.099
25 2.53785e+07 3.10751e+11 0.997760 0.018 0.009 0.026
26 2.53786e+07 3.11416e+11 0.997762 0.013 0.009 0.022
27 2.53786e+07 3.10781e+11 0.997766 0.043 0.014 0.057
28 2.53787e+07 3.11463e+11 0.997767 0.024 0.013 0.037
========================================================================================================
Total time for 28 iterations is: 1.175065
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002985
Number of unique clusters: 13559
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13559
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
Time to count edges: 0.034
Time to build the graph: 0.036
Total time: 0.100
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53786e+07 3.10781e+11 0.997766 0.017 0.035 0.052
2 2.53872e+07 3.70824e+11 0.998011 0.033 0.009 0.042
3 2.53891e+07 3.8443e+11 0.998065 0.013 0.009 0.022
4 2.53897e+07 3.88834e+11 0.998081 0.017 0.033 0.051
5 2.53901e+07 3.89943e+11 0.998094 0.037 0.014 0.051
6 2.53904e+07 3.89163e+11 0.998106 0.013 0.009 0.022
7 2.53906e+07 3.90085e+11 0.998112 0.017 0.011 0.028
8 2.53906e+07 3.89145e+11 0.998116 0.038 0.021 0.059
9 2.53907e+07 3.90048e+11 0.998119 0.017 0.009 0.026
10 2.53908e+07 3.89279e+11 0.998122 0.017 0.009 0.026
11 2.53909e+07 3.90258e+11 0.998125 0.047 0.011 0.058
12 2.53909e+07 3.89552e+11 0.998128 0.015 0.007 0.022
13 2.53911e+07 3.90419e+11 0.998132 0.022 0.007 0.028
14 2.53911e+07 3.8944e+11 0.998134 0.034 0.023 0.057
15 2.53911e+07 3.90402e+11 0.998135 0.017 0.009 0.026
16 2.53912e+07 3.89597e+11 0.998138 0.022 0.004 0.026
17 2.53912e+07 3.90393e+11 0.998139 0.054 0.013 0.067
18 2.53913e+07 3.89721e+11 0.998141 0.018 0.009 0.027
19 2.53913e+07 3.90523e+11 0.998141 0.022 0.004 0.026
========================================================================================================
Total time for 19 iterations is: 0.715650
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001592
Number of unique clusters: 9490
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 9490
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.048
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.075
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53913e+07 3.89721e+11 0.998141 0.028 0.017 0.046
2 2.53933e+07 4.08322e+11 0.998192 0.040 0.005 0.045
3 2.53938e+07 4.10897e+11 0.998206 0.017 0.009 0.026
4 2.53939e+07 4.10808e+11 0.998212 0.035 0.019 0.054
5 2.53941e+07 4.1145e+11 0.998217 0.024 0.017 0.040
6 2.53942e+07 4.11377e+11 0.998222 0.017 0.009 0.026
7 2.53943e+07 4.11489e+11 0.998226 0.017 0.009 0.026
8 2.53943e+07 4.11558e+11 0.998228 0.038 0.018 0.056
9 2.53944e+07 4.11664e+11 0.998231 0.018 0.009 0.027
10 2.53945e+07 4.11745e+11 0.998233 0.017 0.009 0.026
11 2.53945e+07 4.11885e+11 0.998234 0.018 0.030 0.049
12 2.53945e+07 4.11732e+11 0.998235 0.043 0.009 0.053
========================================================================================================
Total time for 12 iterations is: 0.472941
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001112
Number of unique clusters: 8303
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 8303
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.053
Total time: 0.088
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53945e+07 4.11885e+11 0.998234 0.017 0.009 0.026
2 2.53949e+07 4.15333e+11 0.998245 0.017 0.035 0.053
3 2.53951e+07 4.15827e+11 0.998251 0.045 0.004 0.049
4 2.53952e+07 4.15907e+11 0.998255 0.017 0.009 0.027
5 2.53953e+07 4.15983e+11 0.998258 0.044 0.014 0.059
6 2.53953e+07 4.15936e+11 0.998260 0.032 0.009 0.041
7 2.53954e+07 4.15961e+11 0.998262 0.017 0.009 0.026
8 2.53954e+07 4.1601e+11 0.998263 0.041 0.015 0.056
9 2.53955e+07 4.16062e+11 0.998265 0.032 0.007 0.039
10 2.53955e+07 4.16042e+11 0.998265 0.017 0.009 0.026
========================================================================================================
Total time for 10 iterations is: 0.400040
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000955
Number of unique clusters: 7896
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7896
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.079
Time to count edges: 0.010
Time to build the graph: 0.021
Total time: 0.110
===============================
Phase 13
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.048
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53955e+07 4.16062e+11 0.998265 0.040 0.019 0.059
2 2.53956e+07 4.16792e+11 0.998269 0.017 0.009 0.026
3 2.53957e+07 4.16939e+11 0.998273 0.017 0.009 0.026
4 2.53958e+07 4.17057e+11 0.998275 0.047 0.018 0.065
5 2.53958e+07 4.17058e+11 0.998277 0.026 0.009 0.034
6 2.53958e+07 4.17014e+11 0.998278 0.017 0.009 0.026
7 2.53959e+07 4.17041e+11 0.998280 0.044 0.015 0.058
8 2.53959e+07 4.17145e+11 0.998281 0.022 0.008 0.031
========================================================================================================
Total time for 8 iterations is: 0.325392
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000857
Number of unique clusters: 7707
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7707
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 14
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.062
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53959e+07 4.17041e+11 0.998280 0.024 0.009 0.033
2 2.5396e+07 4.17041e+11 0.998283 0.017 0.013 0.030
3 2.5396e+07 4.17046e+11 0.998286 0.020 0.034 0.054
4 2.53961e+07 4.17042e+11 0.998288 0.039 0.009 0.048
5 2.53961e+07 4.17043e+11 0.998289 0.017 0.009 0.026
6 2.53961e+07 4.17104e+11 0.998290 0.017 0.011 0.028
7 2.53962e+07 4.17173e+11 0.998291 0.035 0.014 0.049
========================================================================================================
Total time for 7 iterations is: 0.267662
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000832
Number of unique clusters: 7574
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7574
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 15
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.022
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53961e+07 4.17104e+11 0.998290 0.017 0.009 0.026
2 2.53962e+07 4.17105e+11 0.998292 0.040 0.024 0.065
3 2.53962e+07 4.17105e+11 0.998294 0.032 0.009 0.041
4 2.53963e+07 4.17105e+11 0.998296 0.017 0.009 0.026
5 2.53963e+07 4.17143e+11 0.998297 0.017 0.038 0.056
========================================================================================================
Total time for 5 iterations is: 0.213041
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000912
Number of unique clusters: 7498
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7498
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.021
Total time: 0.057
===============================
Phase 16
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.037
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53963e+07 4.17105e+11 0.998296 0.017 0.009 0.026
2 2.53963e+07 4.17105e+11 0.998297 0.017 0.009 0.026
3 2.53964e+07 4.17106e+11 0.998299 0.033 0.014 0.047
4 2.53964e+07 4.17143e+11 0.998300 0.020 0.009 0.028
========================================================================================================
Total time for 4 iterations is: 0.126795
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000874
Number of unique clusters: 7464
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7464
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.023
Time to count edges: 0.030
Time to build the graph: 0.034
Total time: 0.087
===============================
Phase 17
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.022
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53964e+07 4.17106e+11 0.998299 0.017 0.031 0.049
2 2.53964e+07 4.17106e+11 0.998300 0.040 0.014 0.053
========================================================================================================
Total time for 2 iterations is: 0.101642
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000870
Number of unique clusters: 7464
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 17
Total number of iterations : 1009
Final number of clusters : 7464
Final modularity : 0.998299
Total time for clustering : 67.122513
Total time for building phases : 3.984894
********************************************
TOTAL TIME : 71.107407
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/europe_osm.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 50912018, |T|= 50912018, |E|= 54054660
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 54054660 to 54054661
Done cumulative addition for edgeListPtrs: 0.043025 sec.
Time for allocating memory for edgeList = 0.011034
About to build edgeList...
Time for building edgeList = 0.155506
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 50912018
Number of edges : 54054661
Maximum out-degree is: 13
Average out-degree is: 2.123454
Expected value of X^2: 4.739109
Variance is : 0.230052
Standard deviation : 0.479638
Isolated vertices : 0 (0.00%)
Degree-one vertices : 2055578 (4.04%)
Density : 0.000002%
*******************************************
|V|= 50912018, |E|= 54054661
Done duplicating the graph: 0.085402 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.080
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 2.41278e+08 -0.000000 0.526 0.016 0.542
2 1.70106e+07 3.20021e+08 0.157346 0.463 0.016 0.479
3 2.56381e+07 3.77038e+08 0.237150 0.441 0.016 0.457
4 3.06829e+07 4.08297e+08 0.283813 0.406 0.016 0.422
5 3.31567e+07 4.2595e+08 0.306696 0.436 0.017 0.452
6 3.53051e+07 4.37454e+08 0.326569 0.431 0.017 0.448
7 3.69094e+07 4.47526e+08 0.341408 0.445 0.017 0.462
8 3.80756e+07 4.53104e+08 0.352195 0.421 0.015 0.436
9 3.90789e+07 4.59336e+08 0.361476 0.414 0.016 0.430
10 3.99072e+07 4.62819e+08 0.369137 0.400 0.016 0.416
11 4.05589e+07 4.66904e+08 0.375166 0.451 0.015 0.467
12 4.12263e+07 4.69375e+08 0.381339 0.395 0.016 0.411
13 4.16745e+07 4.72451e+08 0.385485 0.410 0.017 0.428
14 4.21813e+07 4.74002e+08 0.390173 0.401 0.016 0.417
15 4.25619e+07 4.76759e+08 0.393693 0.417 0.017 0.435
16 4.29573e+07 4.77704e+08 0.397350 0.388 0.017 0.405
17 4.32456e+07 4.79965e+08 0.400017 0.394 0.018 0.412
18 4.35975e+07 4.80701e+08 0.403272 0.443 0.018 0.461
19 4.38206e+07 4.8267e+08 0.405336 0.400 0.017 0.417
20 4.41145e+07 4.83114e+08 0.408055 0.399 0.018 0.416
21 4.4312e+07 4.84911e+08 0.409881 0.417 0.016 0.433
22 4.4557e+07 4.85187e+08 0.412147 0.409 0.016 0.425
23 4.47165e+07 4.86765e+08 0.413623 0.391 0.017 0.408
24 4.49485e+07 4.86948e+08 0.415769 0.398 0.018 0.416
25 4.50702e+07 4.88431e+08 0.416894 0.403 0.018 0.421
26 4.52711e+07 4.88425e+08 0.418753 0.403 0.018 0.420
27 4.53874e+07 4.89871e+08 0.419828 0.407 0.016 0.423
28 4.55634e+07 4.8976e+08 0.421457 0.407 0.016 0.423
29 4.56554e+07 4.91084e+08 0.422308 0.394 0.017 0.412
30 4.58255e+07 4.90982e+08 0.423881 0.359 0.017 0.376
31 4.58989e+07 4.922e+08 0.424560 0.398 0.017 0.415
32 4.6053e+07 4.91996e+08 0.425986 0.396 0.018 0.414
33 4.61229e+07 4.93211e+08 0.426632 0.403 0.017 0.420
34 4.6258e+07 4.92952e+08 0.427882 0.383 0.017 0.400
35 4.63144e+07 4.94092e+08 0.428403 0.373 0.017 0.390
36 4.64505e+07 4.93801e+08 0.429663 0.369 0.016 0.385
37 4.64928e+07 4.94918e+08 0.430053 0.372 0.017 0.389
38 4.66152e+07 4.94561e+08 0.431186 0.417 0.017 0.434
39 4.66589e+07 4.95661e+08 0.431590 0.378 0.017 0.395
40 4.67716e+07 4.95279e+08 0.432633 0.425 0.017 0.442
41 4.68043e+07 4.96317e+08 0.432935 0.505 0.017 0.522
42 4.69156e+07 4.95945e+08 0.433965 0.495 0.016 0.511
43 4.69397e+07 4.96941e+08 0.434187 0.517 0.019 0.536
44 4.70452e+07 4.9651e+08 0.435163 0.464 0.029 0.493
45 4.707e+07 4.97539e+08 0.435393 0.416 0.025 0.441
46 4.71645e+07 4.97075e+08 0.436267 0.483 0.018 0.500
47 4.71821e+07 4.98044e+08 0.436430 0.489 0.016 0.505
48 4.72808e+07 4.97583e+08 0.437342 0.478 0.017 0.495
49 4.72907e+07 4.98546e+08 0.437434 0.482 0.026 0.508
50 4.73809e+07 4.9806e+08 0.438269 0.444 0.028 0.472
51 4.73934e+07 4.98999e+08 0.438384 0.438 0.019 0.456
52 4.74791e+07 4.98494e+08 0.439177 0.471 0.017 0.488
53 4.74853e+07 4.99419e+08 0.439234 0.449 0.017 0.467
54 4.75701e+07 4.9892e+08 0.440019 0.429 0.031 0.459
55 4.75713e+07 4.99821e+08 0.440030 0.437 0.024 0.461
56 4.76541e+07 4.99277e+08 0.440796 0.496 0.017 0.513
57 4.76567e+07 5.00207e+08 0.440819 0.499 0.016 0.516
58 4.77315e+07 4.99653e+08 0.441512 0.520 0.019 0.539
59 4.77299e+07 5.00533e+08 0.441497 0.444 0.036 0.479
========================================================================================================
Total time for 59 iterations is: 26.414727
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 13.720048
Number of unique clusters: 25439530
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 25439530
Actual number of threads: 64 (requested: 64)
Time to initialize: 3.544
Time to count edges: 4.031
Time to build the graph: 0.219
Total time: 7.794
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.126
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.77315e+07 4.99653e+08 0.441512 0.414 0.016 0.431
2 6.26966e+07 7.56855e+08 0.579937 0.323 0.015 0.337
3 6.84395e+07 9.48104e+08 0.633058 0.311 0.014 0.324
4 7.02333e+07 1.00467e+09 0.649651 0.312 0.040 0.352
5 7.09377e+07 1.03768e+09 0.656166 0.280 0.018 0.299
6 7.15966e+07 1.05241e+09 0.662261 0.316 0.012 0.328
7 7.2083e+07 1.07073e+09 0.666760 0.289 0.019 0.308
8 7.24964e+07 1.07603e+09 0.670584 0.290 0.012 0.302
9 7.2813e+07 1.08803e+09 0.673513 0.382 0.017 0.398
10 7.31206e+07 1.08954e+09 0.676358 0.339 0.025 0.364
11 7.33496e+07 1.09873e+09 0.678477 0.279 0.014 0.292
12 7.35896e+07 1.09853e+09 0.680696 0.289 0.019 0.308
13 7.37579e+07 1.10617e+09 0.682253 0.320 0.014 0.334
14 7.39503e+07 1.10475e+09 0.684033 0.350 0.016 0.365
15 7.40913e+07 1.1117e+09 0.685337 0.273 0.013 0.286
16 7.42457e+07 1.10959e+09 0.686765 0.294 0.015 0.309
17 7.43568e+07 1.116e+09 0.687793 0.303 0.014 0.317
18 7.4491e+07 1.1134e+09 0.689034 0.272 0.014 0.286
19 7.45857e+07 1.11942e+09 0.689910 0.329 0.015 0.343
20 7.46996e+07 1.11654e+09 0.690963 0.298 0.014 0.312
21 7.4777e+07 1.12229e+09 0.691679 0.300 0.025 0.325
22 7.48788e+07 1.11916e+09 0.692621 0.280 0.014 0.294
23 7.49462e+07 1.12464e+09 0.693245 0.273 0.022 0.295
24 7.50366e+07 1.12138e+09 0.694081 0.325 0.013 0.338
25 7.50924e+07 1.12676e+09 0.694597 0.295 0.033 0.328
26 7.51753e+07 1.12327e+09 0.695364 0.292 0.013 0.305
27 7.52251e+07 1.12851e+09 0.695825 0.270 0.013 0.283
28 7.52993e+07 1.12494e+09 0.696510 0.282 0.018 0.300
29 7.53405e+07 1.13011e+09 0.696892 0.306 0.016 0.322
30 7.54061e+07 1.12632e+09 0.697498 0.302 0.015 0.317
31 7.54109e+07 1.13067e+09 0.697543 0.303 0.014 0.317
32 7.54442e+07 1.12643e+09 0.697851 0.290 0.015 0.306
33 7.54475e+07 1.13092e+09 0.697882 0.288 0.014 0.303
34 7.54826e+07 1.12664e+09 0.698206 0.271 0.014 0.285
35 7.54874e+07 1.1311e+09 0.698250 0.301 0.027 0.327
36 7.55199e+07 1.12685e+09 0.698551 0.273 0.009 0.282
37 7.55221e+07 1.13137e+09 0.698571 0.272 0.013 0.285
38 7.55548e+07 1.12702e+09 0.698874 0.260 0.014 0.275
39 7.55584e+07 1.13149e+09 0.698907 0.345 0.014 0.359
40 7.55886e+07 1.1272e+09 0.699186 0.292 0.013 0.305
41 7.55878e+07 1.13169e+09 0.699180 0.261 0.013 0.275
========================================================================================================
Total time for 41 iterations is: 13.021680
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 7.205653
Number of unique clusters: 12276454
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 12276454
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.755
Time to count edges: 0.961
Time to build the graph: 0.140
Total time: 1.857
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.047
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 7.55886e+07 1.1272e+09 0.699186 0.226 0.012 0.238
2 8.55419e+07 1.86823e+09 0.791253 0.198 0.011 0.209
3 8.87486e+07 2.41378e+09 0.820915 0.192 0.012 0.204
4 8.94757e+07 2.56606e+09 0.827640 0.185 0.011 0.196
5 8.97093e+07 2.6472e+09 0.829801 0.184 0.011 0.195
6 8.99377e+07 2.67399e+09 0.831914 0.204 0.011 0.216
7 9.01069e+07 2.71297e+09 0.833479 0.190 0.011 0.201
8 9.02647e+07 2.71669e+09 0.834939 0.183 0.012 0.194
9 9.03801e+07 2.74153e+09 0.836006 0.188 0.011 0.199
10 9.05057e+07 2.73745e+09 0.837168 0.187 0.011 0.198
11 9.0593e+07 2.757e+09 0.837976 0.229 0.012 0.240
12 9.06933e+07 2.75019e+09 0.838904 0.174 0.008 0.182
13 9.07599e+07 2.76732e+09 0.839520 0.161 0.021 0.182
14 9.08457e+07 2.75862e+09 0.840313 0.178 0.032 0.210
15 9.08951e+07 2.77407e+09 0.840770 0.174 0.023 0.197
16 9.09386e+07 2.76225e+09 0.841172 0.184 0.012 0.196
17 9.09568e+07 2.77573e+09 0.841341 0.168 0.032 0.200
18 9.0998e+07 2.76349e+09 0.841722 0.187 0.011 0.199
19 9.10123e+07 2.77636e+09 0.841854 0.182 0.014 0.196
20 9.10484e+07 2.76414e+09 0.842188 0.187 0.011 0.199
21 9.10489e+07 2.77688e+09 0.842193 0.177 0.011 0.188
22 9.10731e+07 2.76435e+09 0.842416 0.191 0.013 0.204
23 9.10701e+07 2.77687e+09 0.842389 0.211 0.011 0.222
========================================================================================================
Total time for 23 iterations is: 4.664288
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 3.422416
Number of unique clusters: 5779091
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 5779091
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.328
Time to count edges: 0.506
Time to build the graph: 0.097
Total time: 0.931
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.042
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.10731e+07 2.76435e+09 0.842416 0.127 0.024 0.151
2 9.68265e+07 4.86417e+09 0.895634 0.078 0.010 0.088
3 9.85901e+07 6.47502e+09 0.911948 0.121 0.010 0.131
4 9.89792e+07 7.00169e+09 0.915547 0.122 0.015 0.138
5 9.90995e+07 7.24581e+09 0.916659 0.083 0.010 0.093
6 9.91973e+07 7.32728e+09 0.917564 0.146 0.010 0.157
7 9.92714e+07 7.41523e+09 0.918249 0.140 0.011 0.151
8 9.93284e+07 7.42187e+09 0.918776 0.079 0.010 0.089
9 9.93602e+07 7.46055e+09 0.919071 0.128 0.010 0.138
10 9.93924e+07 7.4407e+09 0.919369 0.080 0.014 0.093
11 9.94079e+07 7.47112e+09 0.919512 0.103 0.010 0.113
12 9.94186e+07 7.44621e+09 0.919611 0.093 0.015 0.108
13 9.94235e+07 7.47438e+09 0.919656 0.083 0.010 0.093
14 9.94336e+07 7.44778e+09 0.919750 0.128 0.010 0.138
15 9.94396e+07 7.47523e+09 0.919805 0.079 0.011 0.090
16 9.94492e+07 7.44881e+09 0.919894 0.112 0.010 0.123
17 9.9454e+07 7.47587e+09 0.919939 0.102 0.021 0.122
18 9.9464e+07 7.44881e+09 0.920031 0.079 0.010 0.089
19 9.94696e+07 7.47595e+09 0.920083 0.128 0.008 0.136
20 9.94791e+07 7.44952e+09 0.920171 0.089 0.024 0.112
21 9.94835e+07 7.4764e+09 0.920212 0.097 0.010 0.107
22 9.94929e+07 7.4493e+09 0.920299 0.134 0.010 0.144
23 9.9498e+07 7.47631e+09 0.920346 0.081 0.021 0.101
24 9.9507e+07 7.44991e+09 0.920429 0.097 0.010 0.107
25 9.95109e+07 7.47674e+09 0.920465 0.128 0.010 0.138
26 9.95199e+07 7.44967e+09 0.920548 0.079 0.014 0.093
27 9.95244e+07 7.4766e+09 0.920590 0.111 0.010 0.121
28 9.95328e+07 7.45015e+09 0.920667 0.135 0.010 0.145
29 9.95362e+07 7.47703e+09 0.920699 0.079 0.025 0.104
30 9.95448e+07 7.44994e+09 0.920778 0.095 0.010 0.105
31 9.95487e+07 7.47691e+09 0.920815 0.144 0.011 0.155
32 9.95567e+07 7.45045e+09 0.920889 0.091 0.018 0.109
33 9.95597e+07 7.47721e+09 0.920916 0.088 0.010 0.098
34 9.95679e+07 7.45016e+09 0.920992 0.157 0.010 0.168
35 9.95715e+07 7.4771e+09 0.921025 0.088 0.020 0.108
36 9.95791e+07 7.45068e+09 0.921096 0.096 0.010 0.106
37 9.95816e+07 7.47743e+09 0.921118 0.141 0.011 0.152
38 9.95895e+07 7.45042e+09 0.921192 0.078 0.022 0.100
39 9.95927e+07 7.47729e+09 0.921222 0.097 0.010 0.107
40 9.95999e+07 7.45088e+09 0.921288 0.120 0.011 0.132
41 9.96021e+07 7.47763e+09 0.921309 0.078 0.014 0.093
42 9.96097e+07 7.45062e+09 0.921379 0.127 0.010 0.136
43 9.96126e+07 7.47747e+09 0.921405 0.076 0.013 0.089
44 9.96195e+07 7.45107e+09 0.921469 0.105 0.010 0.115
45 9.96213e+07 7.47775e+09 0.921486 0.081 0.012 0.093
46 9.96286e+07 7.45081e+09 0.921553 0.104 0.010 0.114
47 9.96311e+07 7.47765e+09 0.921576 0.115 0.011 0.126
48 9.96377e+07 7.45128e+09 0.921638 0.076 0.010 0.086
49 9.96392e+07 7.47797e+09 0.921652 0.125 0.006 0.131
50 9.96464e+07 7.45108e+09 0.921718 0.080 0.013 0.094
51 9.96484e+07 7.47785e+09 0.921737 0.104 0.010 0.115
52 9.96548e+07 7.45146e+09 0.921796 0.112 0.015 0.126
53 9.9656e+07 7.47814e+09 0.921807 0.071 0.006 0.078
54 9.9663e+07 7.45124e+09 0.921871 0.095 0.007 0.102
55 9.96647e+07 7.47803e+09 0.921888 0.096 0.010 0.107
56 9.9671e+07 7.45167e+09 0.921945 0.114 0.021 0.135
57 9.9672e+07 7.47833e+09 0.921955 0.083 0.010 0.093
58 9.96786e+07 7.45141e+09 0.922016 0.129 0.010 0.139
59 9.96802e+07 7.47816e+09 0.922031 0.080 0.010 0.091
60 9.96862e+07 7.45181e+09 0.922086 0.113 0.010 0.124
61 9.96869e+07 7.47845e+09 0.922093 0.125 0.010 0.135
62 9.96934e+07 7.45157e+09 0.922153 0.079 0.023 0.102
63 9.96948e+07 7.47832e+09 0.922166 0.099 0.006 0.106
64 9.97005e+07 7.45198e+09 0.922218 0.107 0.026 0.133
65 9.9701e+07 7.47859e+09 0.922223 0.080 0.010 0.090
66 9.97073e+07 7.45172e+09 0.922281 0.123 0.010 0.133
67 9.97084e+07 7.47848e+09 0.922292 0.074 0.010 0.084
68 9.9714e+07 7.45213e+09 0.922343 0.127 0.010 0.137
69 9.97144e+07 7.47873e+09 0.922347 0.085 0.011 0.096
70 9.97204e+07 7.45185e+09 0.922403 0.095 0.010 0.105
71 9.97213e+07 7.47859e+09 0.922411 0.101 0.016 0.117
72 9.97266e+07 7.45225e+09 0.922460 0.087 0.010 0.097
73 9.97268e+07 7.47884e+09 0.922462 0.135 0.010 0.145
74 9.97328e+07 7.45201e+09 0.922517 0.091 0.015 0.106
75 9.97335e+07 7.47872e+09 0.922524 0.103 0.010 0.113
76 9.97388e+07 7.45238e+09 0.922572 0.117 0.010 0.127
77 9.97388e+07 7.47898e+09 0.922573 0.129 0.013 0.142
========================================================================================================
Total time for 77 iterations is: 8.908411
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.754286
Number of unique clusters: 2571025
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 2571025
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.208
Time to count edges: 0.248
Time to build the graph: 0.040
Total time: 0.495
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.029
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.97388e+07 7.45238e+09 0.922572 0.054 0.012 0.066
2 1.02666e+08 1.36346e+10 0.949646 0.088 0.013 0.102
3 1.0358e+08 1.86316e+10 0.958101 0.047 0.015 0.062
4 1.03786e+08 2.05195e+10 0.960004 0.085 0.009 0.094
5 1.03844e+08 2.13701e+10 0.960548 0.044 0.006 0.050
6 1.03862e+08 2.16392e+10 0.960711 0.043 0.019 0.061
7 1.03874e+08 2.18863e+10 0.960820 0.060 0.009 0.070
8 1.03879e+08 2.18936e+10 0.960867 0.049 0.009 0.058
9 1.03889e+08 2.20081e+10 0.960961 0.054 0.020 0.074
10 1.03896e+08 2.19494e+10 0.961024 0.060 0.009 0.069
11 1.03906e+08 2.20371e+10 0.961117 0.056 0.028 0.085
12 1.03913e+08 2.19658e+10 0.961179 0.056 0.009 0.065
13 1.03922e+08 2.20451e+10 0.961267 0.065 0.011 0.075
14 1.03929e+08 2.19714e+10 0.961331 0.051 0.008 0.058
15 1.03938e+08 2.2048e+10 0.961418 0.042 0.009 0.052
16 1.03944e+08 2.19727e+10 0.961474 0.082 0.014 0.096
17 1.03954e+08 2.205e+10 0.961558 0.041 0.013 0.055
18 1.0396e+08 2.19748e+10 0.961615 0.095 0.014 0.110
19 1.03968e+08 2.20508e+10 0.961692 0.042 0.008 0.050
20 1.03973e+08 2.19752e+10 0.961740 0.099 0.014 0.113
21 1.03981e+08 2.2052e+10 0.961815 0.042 0.013 0.055
22 1.03987e+08 2.19767e+10 0.961866 0.106 0.009 0.115
23 1.03995e+08 2.20526e+10 0.961938 0.046 0.009 0.055
24 1.03999e+08 2.19769e+10 0.961980 0.108 0.010 0.118
25 1.04007e+08 2.20534e+10 0.962048 0.045 0.009 0.055
26 1.04011e+08 2.19776e+10 0.962089 0.083 0.009 0.092
27 1.04018e+08 2.20536e+10 0.962157 0.044 0.009 0.053
28 1.04022e+08 2.19779e+10 0.962195 0.045 0.006 0.051
29 1.04029e+08 2.20545e+10 0.962260 0.082 0.019 0.102
30 1.04034e+08 2.19789e+10 0.962298 0.043 0.013 0.056
31 1.0404e+08 2.20546e+10 0.962360 0.097 0.017 0.115
32 1.04044e+08 2.1979e+10 0.962393 0.042 0.009 0.052
33 1.0405e+08 2.20554e+10 0.962452 0.047 0.020 0.067
34 1.04054e+08 2.19799e+10 0.962486 0.066 0.009 0.075
35 1.0406e+08 2.20556e+10 0.962545 0.042 0.012 0.054
36 1.04063e+08 2.19798e+10 0.962573 0.079 0.010 0.088
37 1.04069e+08 2.20563e+10 0.962629 0.043 0.009 0.052
38 1.04073e+08 2.19807e+10 0.962658 0.097 0.009 0.107
39 1.04076e+08 2.20561e+10 0.962689 0.045 0.009 0.054
40 1.04076e+08 2.19804e+10 0.962692 0.096 0.010 0.106
41 1.04079e+08 2.20568e+10 0.962722 0.043 0.007 0.051
42 1.0408e+08 2.19811e+10 0.962727 0.068 0.015 0.082
43 1.04083e+08 2.20566e+10 0.962757 0.049 0.006 0.055
44 1.04083e+08 2.19805e+10 0.962758 0.043 0.009 0.052
45 1.04087e+08 2.2057e+10 0.962788 0.083 0.009 0.093
46 1.04087e+08 2.19815e+10 0.962794 0.042 0.009 0.051
47 1.0409e+08 2.20568e+10 0.962823 0.057 0.020 0.076
48 1.0409e+08 2.1981e+10 0.962824 0.064 0.013 0.078
49 1.04093e+08 2.20573e+10 0.962852 0.041 0.022 0.063
50 1.04094e+08 2.19816e+10 0.962856 0.060 0.009 0.070
51 1.04097e+08 2.20571e+10 0.962884 0.045 0.009 0.054
52 1.04097e+08 2.19814e+10 0.962885 0.087 0.009 0.097
========================================================================================================
Total time for 52 iterations is: 3.805852
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.879326
Number of unique clusters: 1119220
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1119220
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.135
Time to count edges: 0.118
Time to build the graph: 0.063
Total time: 0.316
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.04097e+08 2.20571e+10 0.962884 0.034 0.010 0.044
2 1.05485e+08 4.11189e+10 0.975721 0.059 0.014 0.072
3 1.05903e+08 5.71733e+10 0.979586 0.031 0.012 0.042
4 1.06004e+08 6.3907e+10 0.980517 0.031 0.026 0.056
5 1.06044e+08 6.70389e+10 0.980887 0.063 0.008 0.071
6 1.0606e+08 6.82556e+10 0.981037 0.032 0.009 0.041
7 1.06075e+08 6.91476e+10 0.981176 0.056 0.020 0.076
8 1.06083e+08 6.92625e+10 0.981248 0.038 0.005 0.042
9 1.06094e+08 6.96189e+10 0.981349 0.031 0.009 0.040
10 1.061e+08 6.95183e+10 0.981405 0.034 0.020 0.054
11 1.0611e+08 6.97702e+10 0.981497 0.057 0.005 0.061
12 1.06115e+08 6.9622e+10 0.981549 0.032 0.009 0.041
13 1.06124e+08 6.98928e+10 0.981630 0.067 0.019 0.087
14 1.06129e+08 6.9711e+10 0.981674 0.033 0.009 0.042
15 1.06138e+08 6.99437e+10 0.981758 0.031 0.009 0.040
16 1.06141e+08 6.97581e+10 0.981791 0.041 0.014 0.055
17 1.0615e+08 6.99615e+10 0.981870 0.052 0.009 0.060
18 1.06154e+08 6.97643e+10 0.981907 0.029 0.009 0.038
19 1.0616e+08 6.99676e+10 0.981959 0.054 0.018 0.072
20 1.0616e+08 6.97656e+10 0.981966 0.035 0.009 0.044
21 1.06166e+08 6.99691e+10 0.982017 0.029 0.010 0.039
22 1.06167e+08 6.97677e+10 0.982027 0.059 0.012 0.071
23 1.06172e+08 6.9972e+10 0.982075 0.030 0.010 0.039
24 1.06173e+08 6.97692e+10 0.982080 0.030 0.010 0.040
25 1.06177e+08 6.99725e+10 0.982124 0.054 0.009 0.063
26 1.06177e+08 6.97702e+10 0.982122 0.030 0.009 0.039
========================================================================================================
Total time for 26 iterations is: 1.370822
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.348510
Number of unique clusters: 497630
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 497630
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
Time to count edges: 0.052
Time to build the graph: 0.023
Total time: 0.126
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.06177e+08 6.99725e+10 0.982124 0.025 0.010 0.035
2 1.06805e+08 1.3257e+11 0.987921 0.025 0.017 0.042
3 1.07001e+08 1.88092e+11 0.989732 0.053 0.015 0.067
4 1.07055e+08 2.13955e+11 0.990227 0.024 0.010 0.034
5 1.07081e+08 2.27088e+11 0.990471 0.026 0.043 0.070
6 1.07097e+08 2.33594e+11 0.990612 0.041 0.005 0.046
7 1.07108e+08 2.37246e+11 0.990722 0.022 0.010 0.031
8 1.07115e+08 2.38619e+11 0.990779 0.028 0.025 0.053
9 1.07122e+08 2.39917e+11 0.990844 0.047 0.009 0.056
10 1.07125e+08 2.40354e+11 0.990876 0.031 0.005 0.035
11 1.07132e+08 2.40973e+11 0.990935 0.045 0.019 0.063
12 1.07134e+08 2.40978e+11 0.990960 0.034 0.009 0.043
13 1.07139e+08 2.41268e+11 0.991006 0.028 0.005 0.033
14 1.07139e+08 2.41126e+11 0.991008 0.063 0.020 0.082
15 1.07142e+08 2.41352e+11 0.991034 0.030 0.005 0.035
16 1.07142e+08 2.41171e+11 0.991036 0.024 0.009 0.033
17 1.07145e+08 2.4136e+11 0.991059 0.023 0.010 0.033
18 1.07145e+08 2.41172e+11 0.991063 0.059 0.012 0.071
19 1.07148e+08 2.41368e+11 0.991087 0.028 0.005 0.033
20 1.07148e+08 2.41192e+11 0.991087 0.023 0.010 0.032
========================================================================================================
Total time for 20 iterations is: 0.925340
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.100555
Number of unique clusters: 237970
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 237970
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.029
Time to count edges: 0.040
Time to build the graph: 0.044
Total time: 0.113
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07148e+08 2.41368e+11 0.991087 0.021 0.009 0.030
2 1.07429e+08 4.77251e+11 0.993669 0.021 0.009 0.030
3 1.0752e+08 6.75806e+11 0.994490 0.062 0.026 0.088
4 1.07549e+08 7.67646e+11 0.994747 0.022 0.009 0.030
5 1.07565e+08 8.18682e+11 0.994894 0.020 0.009 0.028
6 1.07575e+08 8.41722e+11 0.994981 0.043 0.020 0.063
7 1.07582e+08 8.60226e+11 0.995053 0.038 0.008 0.046
8 1.07585e+08 8.64266e+11 0.995076 0.015 0.009 0.024
9 1.07589e+08 8.72255e+11 0.995111 0.019 0.009 0.028
10 1.0759e+08 8.70975e+11 0.995121 0.059 0.016 0.075
11 1.07593e+08 8.76677e+11 0.995145 0.020 0.009 0.029
12 1.07593e+08 8.73082e+11 0.995145 0.019 0.029 0.048
========================================================================================================
Total time for 12 iterations is: 0.519664
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.042621
Number of unique clusters: 136479
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 136479
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
Time to count edges: 0.018
Time to build the graph: 0.028
Total time: 0.073
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07593e+08 8.76677e+11 0.995145 0.019 0.009 0.028
2 1.07719e+08 1.65677e+12 0.996252 0.050 0.030 0.080
3 1.0776e+08 2.17166e+12 0.996587 0.019 0.009 0.028
4 1.07775e+08 2.37834e+12 0.996700 0.019 0.009 0.027
5 1.07782e+08 2.45971e+12 0.996763 0.019 0.038 0.057
6 1.07787e+08 2.51357e+12 0.996803 0.040 0.004 0.045
7 1.07789e+08 2.52347e+12 0.996821 0.019 0.009 0.028
8 1.0779e+08 2.5368e+12 0.996830 0.018 0.009 0.027
9 1.07791e+08 2.53207e+12 0.996843 0.032 0.022 0.054
10 1.07792e+08 2.54152e+12 0.996851 0.019 0.004 0.024
11 1.07793e+08 2.53345e+12 0.996861 0.015 0.009 0.023
12 1.07794e+08 2.54223e+12 0.996867 0.046 0.019 0.065
13 1.07795e+08 2.53359e+12 0.996878 0.019 0.009 0.027
14 1.07796e+08 2.5423e+12 0.996884 0.018 0.009 0.027
15 1.07797e+08 2.53364e+12 0.996894 0.018 0.009 0.027
16 1.07798e+08 2.54233e+12 0.996900 0.046 0.018 0.064
17 1.07799e+08 2.5337e+12 0.996910 0.025 0.009 0.034
18 1.07799e+08 2.54237e+12 0.996915 0.018 0.009 0.027
19 1.078e+08 2.53375e+12 0.996924 0.024 0.026 0.050
20 1.07801e+08 2.54236e+12 0.996929 0.046 0.005 0.051
21 1.07802e+08 2.53374e+12 0.996939 0.019 0.008 0.027
22 1.07803e+08 2.54242e+12 0.996945 0.028 0.027 0.055
23 1.07803e+08 2.5338e+12 0.996954 0.029 0.009 0.038
24 1.07804e+08 2.54241e+12 0.996958 0.019 0.008 0.028
25 1.07805e+08 2.53378e+12 0.996967 0.018 0.009 0.027
26 1.07806e+08 2.5424e+12 0.996972 0.042 0.020 0.061
27 1.07806e+08 2.53383e+12 0.996981 0.030 0.009 0.039
28 1.07807e+08 2.54244e+12 0.996985 0.018 0.009 0.027
29 1.07808e+08 2.53381e+12 0.996994 0.018 0.027 0.045
30 1.07808e+08 2.54242e+12 0.996998 0.040 0.009 0.050
31 1.07809e+08 2.5338e+12 0.997007 0.018 0.009 0.027
32 1.0781e+08 2.54247e+12 0.997011 0.018 0.009 0.027
33 1.07811e+08 2.53385e+12 0.997020 0.019 0.009 0.027
34 1.07811e+08 2.54245e+12 0.997023 0.032 0.020 0.052
35 1.07812e+08 2.53383e+12 0.997032 0.020 0.009 0.028
36 1.07812e+08 2.54244e+12 0.997036 0.018 0.009 0.027
37 1.07813e+08 2.53386e+12 0.997044 0.018 0.009 0.027
38 1.07814e+08 2.54246e+12 0.997048 0.045 0.016 0.061
39 1.07814e+08 2.53386e+12 0.997056 0.014 0.009 0.023
40 1.07815e+08 2.54246e+12 0.997059 0.018 0.014 0.032
41 1.07816e+08 2.53383e+12 0.997068 0.043 0.020 0.063
42 1.07816e+08 2.54249e+12 0.997071 0.026 0.009 0.035
43 1.07817e+08 2.53387e+12 0.997079 0.019 0.009 0.027
44 1.07817e+08 2.54247e+12 0.997082 0.018 0.009 0.027
45 1.07818e+08 2.53379e+12 0.997090 0.046 0.018 0.064
46 1.07819e+08 2.54247e+12 0.997093 0.018 0.009 0.027
47 1.07819e+08 2.53379e+12 0.997101 0.018 0.009 0.027
48 1.0782e+08 2.54252e+12 0.997104 0.021 0.027 0.048
49 1.0782e+08 2.53381e+12 0.997111 0.044 0.009 0.053
50 1.07821e+08 2.54248e+12 0.997114 0.019 0.009 0.027
51 1.07822e+08 2.5338e+12 0.997121 0.019 0.009 0.027
52 1.07822e+08 2.54251e+12 0.997125 0.048 0.019 0.068
53 1.07823e+08 2.53379e+12 0.997132 0.028 0.009 0.036
54 1.07823e+08 2.54251e+12 0.997135 0.018 0.009 0.027
55 1.07824e+08 2.53382e+12 0.997142 0.042 0.019 0.061
56 1.07824e+08 2.5425e+12 0.997144 0.027 0.008 0.035
57 1.07825e+08 2.53381e+12 0.997152 0.018 0.009 0.027
58 1.07825e+08 2.54251e+12 0.997155 0.055 0.019 0.074
59 1.07826e+08 2.53382e+12 0.997162 0.020 0.009 0.028
60 1.07826e+08 2.54252e+12 0.997165 0.018 0.009 0.027
61 1.07827e+08 2.53382e+12 0.997171 0.056 0.019 0.076
62 1.07827e+08 2.5425e+12 0.997174 0.020 0.009 0.029
63 1.07828e+08 2.53382e+12 0.997181 0.019 0.009 0.027
64 1.07828e+08 2.54251e+12 0.997183 0.046 0.010 0.056
65 1.07829e+08 2.53381e+12 0.997191 0.030 0.009 0.039
66 1.07829e+08 2.54252e+12 0.997193 0.018 0.009 0.027
67 1.0783e+08 2.53381e+12 0.997200 0.019 0.009 0.027
68 1.0783e+08 2.54251e+12 0.997202 0.040 0.010 0.050
69 1.07831e+08 2.53384e+12 0.997209 0.027 0.014 0.041
70 1.07831e+08 2.54245e+12 0.997211 0.019 0.009 0.028
71 1.07832e+08 2.53383e+12 0.997218 0.019 0.025 0.043
72 1.07832e+08 2.54249e+12 0.997220 0.036 0.017 0.053
73 1.07833e+08 2.53384e+12 0.997227 0.018 0.009 0.027
74 1.07833e+08 2.54245e+12 0.997229 0.018 0.009 0.026
75 1.07834e+08 2.53378e+12 0.997235 0.040 0.019 0.059
76 1.07834e+08 2.54246e+12 0.997237 0.020 0.009 0.028
77 1.07835e+08 2.53378e+12 0.997245 0.018 0.009 0.027
78 1.07835e+08 2.54249e+12 0.997246 0.018 0.009 0.027
79 1.07836e+08 2.53385e+12 0.997253 0.048 0.019 0.067
80 1.07836e+08 2.54247e+12 0.997255 0.025 0.009 0.034
81 1.07837e+08 2.53386e+12 0.997261 0.023 0.004 0.027
82 1.07837e+08 2.54247e+12 0.997263 0.018 0.008 0.027
83 1.07838e+08 2.53379e+12 0.997270 0.044 0.019 0.062
84 1.07838e+08 2.5425e+12 0.997271 0.018 0.009 0.027
85 1.07838e+08 2.5338e+12 0.997278 0.019 0.007 0.026
86 1.07839e+08 2.54247e+12 0.997279 0.019 0.029 0.049
87 1.07839e+08 2.5338e+12 0.997286 0.049 0.005 0.054
88 1.0784e+08 2.54248e+12 0.997288 0.014 0.009 0.023
89 1.0784e+08 2.53386e+12 0.997294 0.019 0.009 0.027
90 1.0784e+08 2.5425e+12 0.997296 0.018 0.009 0.027
91 1.07841e+08 2.53388e+12 0.997302 0.042 0.020 0.062
92 1.07841e+08 2.54242e+12 0.997303 0.015 0.009 0.023
========================================================================================================
Total time for 92 iterations is: 3.552473
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.015231
Number of unique clusters: 71200
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 71200
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.044
Time to count edges: 0.025
Time to build the graph: 0.038
Total time: 0.107
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07841e+08 2.53388e+12 0.997302 0.037 0.019 0.056
2 1.07895e+08 3.97657e+12 0.997682 0.034 0.010 0.044
3 1.07907e+08 4.35007e+12 0.997756 0.018 0.009 0.026
4 1.07911e+08 4.52779e+12 0.997774 0.019 0.007 0.027
5 1.07913e+08 4.53268e+12 0.997795 0.063 0.020 0.083
6 1.07915e+08 4.58452e+12 0.997807 0.014 0.009 0.023
7 1.07916e+08 4.55786e+12 0.997823 0.018 0.009 0.026
8 1.07917e+08 4.58965e+12 0.997832 0.019 0.031 0.050
9 1.07919e+08 4.56738e+12 0.997846 0.041 0.009 0.050
10 1.0792e+08 4.59068e+12 0.997854 0.014 0.009 0.022
11 1.07921e+08 4.56838e+12 0.997867 0.014 0.013 0.027
12 1.07922e+08 4.59389e+12 0.997873 0.054 0.014 0.069
13 1.07923e+08 4.57487e+12 0.997884 0.019 0.009 0.028
14 1.07924e+08 4.59551e+12 0.997891 0.018 0.009 0.026
15 1.07925e+08 4.57517e+12 0.997901 0.057 0.012 0.069
16 1.07926e+08 4.59354e+12 0.997908 0.021 0.009 0.030
17 1.07927e+08 4.57664e+12 0.997919 0.018 0.008 0.026
18 1.07927e+08 4.59698e+12 0.997924 0.018 0.024 0.042
19 1.07928e+08 4.57688e+12 0.997935 0.039 0.013 0.053
20 1.07929e+08 4.59722e+12 0.997941 0.014 0.009 0.022
21 1.0793e+08 4.57701e+12 0.997950 0.018 0.009 0.026
22 1.07931e+08 4.597e+12 0.997955 0.026 0.014 0.040
23 1.07932e+08 4.57703e+12 0.997965 0.023 0.009 0.032
24 1.07932e+08 4.59743e+12 0.997971 0.018 0.009 0.027
25 1.07933e+08 4.57703e+12 0.997980 0.018 0.009 0.027
26 1.07934e+08 4.5975e+12 0.997984 0.048 0.019 0.067
27 1.07935e+08 4.57707e+12 0.997993 0.021 0.009 0.029
28 1.07935e+08 4.59744e+12 0.997998 0.018 0.009 0.027
29 1.07936e+08 4.57712e+12 0.998008 0.035 0.019 0.054
30 1.07937e+08 4.5976e+12 0.998012 0.031 0.009 0.041
31 1.07938e+08 4.57737e+12 0.998021 0.014 0.013 0.027
32 1.07938e+08 4.5977e+12 0.998025 0.014 0.034 0.048
33 1.07939e+08 4.57732e+12 0.998033 0.044 0.009 0.053
34 1.0794e+08 4.59758e+12 0.998037 0.014 0.009 0.023
35 1.0794e+08 4.57731e+12 0.998047 0.018 0.018 0.036
36 1.07941e+08 4.59782e+12 0.998050 0.038 0.018 0.056
37 1.07942e+08 4.57728e+12 0.998058 0.018 0.009 0.027
38 1.07942e+08 4.59765e+12 0.998062 0.018 0.009 0.026
39 1.07943e+08 4.5776e+12 0.998069 0.039 0.013 0.052
40 1.07943e+08 4.59778e+12 0.998072 0.014 0.009 0.023
41 1.07944e+08 4.57736e+12 0.998078 0.018 0.009 0.027
42 1.07944e+08 4.59752e+12 0.998080 0.018 0.009 0.027
43 1.07945e+08 4.57754e+12 0.998085 0.044 0.012 0.056
44 1.07945e+08 4.59794e+12 0.998086 0.030 0.009 0.039
========================================================================================================
Total time for 44 iterations is: 1.684138
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.007651
Number of unique clusters: 44202
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 44202
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
Time to count edges: 0.014
Time to build the graph: 0.049
Total time: 0.088
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.022
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07945e+08 4.57754e+12 0.998085 0.018 0.011 0.029
2 1.07959e+08 5.21576e+12 0.998161 0.034 0.017 0.051
3 1.07962e+08 5.26576e+12 0.998183 0.018 0.009 0.026
4 1.07963e+08 5.30831e+12 0.998194 0.017 0.009 0.026
5 1.07965e+08 5.31241e+12 0.998207 0.017 0.017 0.035
6 1.07966e+08 5.31787e+12 0.998218 0.029 0.021 0.050
7 1.07967e+08 5.33121e+12 0.998228 0.017 0.009 0.026
8 1.07968e+08 5.33453e+12 0.998237 0.018 0.009 0.026
9 1.07969e+08 5.33219e+12 0.998247 0.057 0.015 0.072
10 1.0797e+08 5.33909e+12 0.998255 0.022 0.009 0.030
11 1.07971e+08 5.35549e+12 0.998263 0.018 0.009 0.026
12 1.07972e+08 5.3478e+12 0.998272 0.018 0.009 0.027
13 1.07973e+08 5.34642e+12 0.998281 0.015 0.009 0.023
14 1.07974e+08 5.36898e+12 0.998287 0.023 0.017 0.040
15 1.07975e+08 5.36494e+12 0.998295 0.017 0.009 0.026
16 1.07975e+08 5.3739e+12 0.998300 0.018 0.009 0.026
17 1.07976e+08 5.37142e+12 0.998306 0.017 0.010 0.027
18 1.07976e+08 5.38403e+12 0.998309 0.024 0.017 0.041
19 1.07977e+08 5.38716e+12 0.998315 0.018 0.009 0.027
20 1.07977e+08 5.37624e+12 0.998320 0.018 0.009 0.026
21 1.07978e+08 5.39305e+12 0.998324 0.018 0.029 0.046
22 1.07978e+08 5.39932e+12 0.998327 0.040 0.019 0.059
23 1.07979e+08 5.42558e+12 0.998329 0.018 0.009 0.026
24 1.07979e+08 5.4115e+12 0.998331 0.018 0.009 0.026
25 1.07979e+08 5.39418e+12 0.998335 0.018 0.033 0.051
26 1.0798e+08 5.43789e+12 0.998335 0.043 0.005 0.047
========================================================================================================
Total time for 26 iterations is: 0.918522
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.005010
Number of unique clusters: 32394
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 32394
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.010
Time to build the graph: 0.018
Total time: 0.054
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07979e+08 5.39418e+12 0.998335 0.017 0.009 0.026
2 1.07982e+08 5.47903e+12 0.998354 0.043 0.021 0.064
3 1.07984e+08 5.48071e+12 0.998368 0.026 0.009 0.035
4 1.07985e+08 5.49325e+12 0.998379 0.017 0.009 0.026
5 1.07986e+08 5.49695e+12 0.998389 0.036 0.020 0.055
6 1.07987e+08 5.50121e+12 0.998396 0.035 0.009 0.043
7 1.07988e+08 5.5002e+12 0.998403 0.018 0.009 0.026
8 1.07988e+08 5.50239e+12 0.998409 0.018 0.009 0.026
9 1.07989e+08 5.50188e+12 0.998415 0.039 0.009 0.049
10 1.0799e+08 5.50172e+12 0.998422 0.027 0.017 0.044
11 1.0799e+08 5.50434e+12 0.998428 0.017 0.009 0.026
12 1.07991e+08 5.5056e+12 0.998433 0.018 0.009 0.026
13 1.07991e+08 5.5048e+12 0.998436 0.017 0.009 0.026
14 1.07991e+08 5.50389e+12 0.998439 0.045 0.029 0.073
15 1.07992e+08 5.50432e+12 0.998441 0.024 0.009 0.033
16 1.07992e+08 5.50562e+12 0.998443 0.017 0.009 0.026
17 1.07992e+08 5.50495e+12 0.998445 0.017 0.021 0.039
18 1.07992e+08 5.50704e+12 0.998446 0.038 0.019 0.056
19 1.07993e+08 5.50322e+12 0.998449 0.017 0.009 0.026
20 1.07993e+08 5.50442e+12 0.998451 0.017 0.010 0.027
21 1.07993e+08 5.50469e+12 0.998453 0.039 0.019 0.058
22 1.07993e+08 5.50669e+12 0.998455 0.017 0.009 0.026
23 1.07993e+08 5.50517e+12 0.998456 0.017 0.009 0.026
24 1.07994e+08 5.50494e+12 0.998459 0.017 0.035 0.052
25 1.07994e+08 5.50378e+12 0.998461 0.040 0.010 0.050
26 1.07994e+08 5.50665e+12 0.998463 0.017 0.009 0.026
27 1.07994e+08 5.50626e+12 0.998465 0.017 0.011 0.029
28 1.07994e+08 5.5074e+12 0.998466 0.038 0.019 0.057
29 1.07995e+08 5.50488e+12 0.998468 0.018 0.009 0.026
30 1.07995e+08 5.50628e+12 0.998470 0.018 0.009 0.026
31 1.07995e+08 5.50605e+12 0.998472 0.018 0.034 0.052
32 1.07995e+08 5.50743e+12 0.998474 0.039 0.012 0.050
33 1.07995e+08 5.50684e+12 0.998475 0.018 0.009 0.026
34 1.07996e+08 5.50761e+12 0.998477 0.017 0.011 0.028
35 1.07996e+08 5.50476e+12 0.998479 0.039 0.016 0.055
36 1.07996e+08 5.50644e+12 0.998481 0.019 0.009 0.028
37 1.07996e+08 5.50656e+12 0.998483 0.017 0.008 0.025
38 1.07996e+08 5.50828e+12 0.998484 0.040 0.023 0.063
39 1.07997e+08 5.50699e+12 0.998486 0.018 0.009 0.026
40 1.07997e+08 5.50826e+12 0.998487 0.017 0.009 0.026
41 1.07997e+08 5.50525e+12 0.998489 0.033 0.024 0.057
42 1.07997e+08 5.50702e+12 0.998491 0.028 0.009 0.036
43 1.07997e+08 5.50739e+12 0.998493 0.017 0.008 0.026
44 1.07997e+08 5.50814e+12 0.998494 0.017 0.035 0.052
45 1.07998e+08 5.50685e+12 0.998495 0.032 0.010 0.042
46 1.07998e+08 5.50829e+12 0.998496 0.018 0.009 0.026
47 1.07998e+08 5.5059e+12 0.998498 0.018 0.009 0.026
48 1.07998e+08 5.50707e+12 0.998500 0.017 0.009 0.026
49 1.07998e+08 5.50707e+12 0.998502 0.034 0.024 0.058
50 1.07998e+08 5.50856e+12 0.998503 0.014 0.013 0.026
51 1.07999e+08 5.50731e+12 0.998504 0.018 0.009 0.026
52 1.07999e+08 5.50844e+12 0.998505 0.042 0.028 0.070
53 1.07999e+08 5.50711e+12 0.998506 0.025 0.009 0.034
54 1.07999e+08 5.50687e+12 0.998508 0.013 0.013 0.026
55 1.07999e+08 5.50566e+12 0.998510 0.026 0.015 0.041
56 1.07999e+08 5.50828e+12 0.998511 0.043 0.009 0.052
57 1.07999e+08 5.50853e+12 0.998512 0.018 0.009 0.026
58 1.08e+08 5.50893e+12 0.998513 0.017 0.009 0.026
========================================================================================================
Total time for 58 iterations is: 2.187184
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.003415
Number of unique clusters: 22817
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 22817
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.038
Time to count edges: 0.010
Time to build the graph: 0.017
Total time: 0.065
===============================
Phase 13
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.066
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07999e+08 5.50853e+12 0.998512 0.030 0.013 0.043
2 1.08e+08 5.51634e+12 0.998521 0.018 0.009 0.026
3 1.08001e+08 5.52019e+12 0.998527 0.017 0.011 0.029
4 1.08002e+08 5.52067e+12 0.998534 0.040 0.013 0.053
5 1.08003e+08 5.52175e+12 0.998540 0.018 0.009 0.026
6 1.08003e+08 5.52193e+12 0.998544 0.017 0.009 0.026
7 1.08003e+08 5.52113e+12 0.998548 0.038 0.029 0.067
8 1.08004e+08 5.5215e+12 0.998552 0.024 0.010 0.034
9 1.08004e+08 5.52271e+12 0.998554 0.017 0.009 0.026
10 1.08004e+08 5.52245e+12 0.998556 0.017 0.018 0.036
11 1.08005e+08 5.52284e+12 0.998560 0.044 0.004 0.049
12 1.08005e+08 5.52246e+12 0.998562 0.017 0.009 0.026
13 1.08005e+08 5.52276e+12 0.998565 0.017 0.016 0.034
14 1.08006e+08 5.52264e+12 0.998568 0.039 0.019 0.058
15 1.08006e+08 5.52273e+12 0.998571 0.018 0.009 0.027
16 1.08006e+08 5.5227e+12 0.998573 0.013 0.007 0.020
17 1.08007e+08 5.52274e+12 0.998576 0.017 0.009 0.026
18 1.08007e+08 5.52254e+12 0.998579 0.044 0.019 0.062
19 1.08007e+08 5.52309e+12 0.998581 0.028 0.009 0.037
20 1.08007e+08 5.52249e+12 0.998583 0.017 0.009 0.026
21 1.08008e+08 5.52301e+12 0.998587 0.019 0.019 0.038
22 1.08008e+08 5.52275e+12 0.998589 0.039 0.019 0.058
23 1.08008e+08 5.52344e+12 0.998591 0.017 0.009 0.026
24 1.08008e+08 5.5232e+12 0.998593 0.017 0.009 0.026
25 1.08008e+08 5.52314e+12 0.998595 0.027 0.021 0.048
26 1.08009e+08 5.5228e+12 0.998598 0.043 0.005 0.048
27 1.08009e+08 5.523e+12 0.998600 0.017 0.009 0.026
28 1.08009e+08 5.52327e+12 0.998602 0.019 0.039 0.058
29 1.08009e+08 5.52352e+12 0.998604 0.035 0.009 0.045
30 1.0801e+08 5.52287e+12 0.998605 0.017 0.009 0.026
========================================================================================================
Total time for 30 iterations is: 1.127078
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002430
Number of unique clusters: 17996
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 17996
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.025
Time to build the graph: 0.034
Total time: 0.085
===============================
Phase 14
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08009e+08 5.52352e+12 0.998604 0.017 0.009 0.026
2 1.0801e+08 5.52584e+12 0.998608 0.017 0.009 0.026
3 1.0801e+08 5.52436e+12 0.998613 0.031 0.015 0.046
4 1.08011e+08 5.52577e+12 0.998617 0.042 0.009 0.051
5 1.08011e+08 5.52592e+12 0.998621 0.017 0.009 0.026
6 1.08012e+08 5.52615e+12 0.998625 0.017 0.009 0.026
7 1.08012e+08 5.52583e+12 0.998630 0.013 0.009 0.022
8 1.08013e+08 5.52671e+12 0.998633 0.040 0.013 0.053
9 1.08013e+08 5.52604e+12 0.998636 0.017 0.009 0.026
10 1.08013e+08 5.5273e+12 0.998639 0.017 0.009 0.026
11 1.08014e+08 5.52711e+12 0.998642 0.017 0.016 0.033
12 1.08014e+08 5.52626e+12 0.998646 0.032 0.019 0.052
13 1.08014e+08 5.52735e+12 0.998648 0.013 0.009 0.022
14 1.08014e+08 5.52732e+12 0.998650 0.017 0.009 0.026
15 1.08015e+08 5.52715e+12 0.998651 0.017 0.009 0.026
16 1.08015e+08 5.52636e+12 0.998653 0.039 0.017 0.057
17 1.08015e+08 5.52742e+12 0.998654 0.018 0.009 0.026
========================================================================================================
Total time for 17 iterations is: 0.568682
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001902
Number of unique clusters: 15301
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 15301
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.010
Time to build the graph: 0.017
Total time: 0.053
===============================
Phase 15
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.029
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08015e+08 5.52636e+12 0.998653 0.017 0.009 0.026
2 1.08015e+08 5.52849e+12 0.998658 0.017 0.009 0.026
3 1.08016e+08 5.52759e+12 0.998663 0.020 0.029 0.049
4 1.08016e+08 5.52802e+12 0.998668 0.043 0.009 0.052
5 1.08017e+08 5.5278e+12 0.998671 0.017 0.009 0.026
6 1.08017e+08 5.5287e+12 0.998673 0.017 0.016 0.033
7 1.08017e+08 5.5282e+12 0.998676 0.039 0.019 0.058
8 1.08018e+08 5.5281e+12 0.998678 0.018 0.009 0.026
9 1.08018e+08 5.52852e+12 0.998680 0.017 0.009 0.026
10 1.08018e+08 5.52839e+12 0.998680 0.019 0.033 0.051
========================================================================================================
Total time for 10 iterations is: 0.372614
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002321
Number of unique clusters: 13878
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13878
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
Time to count edges: 0.010
Time to build the graph: 0.017
Total time: 0.051
===============================
Phase 16
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08018e+08 5.52852e+12 0.998680 0.021 0.024 0.044
2 1.08018e+08 5.53021e+12 0.998683 0.038 0.014 0.052
3 1.08019e+08 5.52986e+12 0.998687 0.017 0.009 0.026
4 1.08019e+08 5.53012e+12 0.998691 0.017 0.009 0.026
5 1.08019e+08 5.53023e+12 0.998694 0.020 0.013 0.033
6 1.08019e+08 5.53012e+12 0.998695 0.029 0.009 0.038
7 1.08019e+08 5.53022e+12 0.998696 0.017 0.009 0.026
========================================================================================================
Total time for 7 iterations is: 0.245267
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001667
Number of unique clusters: 13061
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13061
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.084
Time to count edges: 0.015
Time to build the graph: 0.017
Total time: 0.116
===============================
Phase 17
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08019e+08 5.53012e+12 0.998695 0.037 0.035 0.072
2 1.0802e+08 5.53138e+12 0.998698 0.030 0.004 0.034
3 1.0802e+08 5.53086e+12 0.998702 0.013 0.009 0.022
4 1.0802e+08 5.53098e+12 0.998704 0.044 0.019 0.063
5 1.08021e+08 5.53099e+12 0.998705 0.030 0.009 0.039
6 1.08021e+08 5.53116e+12 0.998706 0.018 0.009 0.026
========================================================================================================
Total time for 6 iterations is: 0.255944
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001453
Number of unique clusters: 12503
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 12503
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.056
Time to count edges: 0.017
Time to build the graph: 0.027
Total time: 0.099
===============================
Phase 18
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08021e+08 5.53099e+12 0.998705 0.038 0.009 0.047
2 1.08021e+08 5.53181e+12 0.998706 0.039 0.010 0.048
========================================================================================================
Total time for 2 iterations is: 0.095841
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001559
Number of unique clusters: 12503
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 18
Total number of iterations : 602
Final number of clusters : 12503
Final modularity : 0.998705
Total time for clustering : 70.638528
Total time for building phases : 12.423323
********************************************
TOTAL TIME : 83.061851
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/kmer_A2a.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 170728175, |T|= 170728175, |E|= 180292586
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 180292586 to 180292587
Done cumulative addition for edgeListPtrs: 0.136617 sec.
Time for allocating memory for edgeList = 0.022454
About to build edgeList...
Time for building edgeList = 0.966587
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 170728175
Number of edges : 180292587
Maximum out-degree is: 40
Average out-degree is: 2.112043
Expected value of X^2: 4.779550
Variance is : 0.318827
Standard deviation : 0.564647
Isolated vertices : 0 (0.00%)
Degree-one vertices : 847467 (0.50%)
Density : 0.000001%
*******************************************
|V|= 170728175, |E|= 180292587
Done duplicating the graph: 0.270451 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.226
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 8.16004e+08 -0.000000 2.217 0.033 2.250
2 1.65825e+08 1.80937e+09 0.459876 1.775 0.062 1.838
3 1.52255e+08 1.86713e+09 0.422243 2.012 0.037 2.049
========================================================================================================
Total time for 3 iterations is: 6.137032
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 50.735432
Number of unique clusters: 87783512
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 87783512
Actual number of threads: 64 (requested: 64)
Time to initialize: 14.596
Time to count edges: 13.834
Time to build the graph: 1.772
Total time: 30.203
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.167
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.65825e+08 1.80937e+09 0.459876 1.664 0.035 1.699
2 2.28572e+08 2.66579e+09 0.633890 1.350 0.030 1.381
3 2.61202e+08 3.94773e+09 0.724383 1.408 0.043 1.451
4 2.60587e+08 4.11906e+09 0.722679 1.616 0.042 1.659
========================================================================================================
Total time for 4 iterations is: 6.188949
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 76.148624
Number of unique clusters: 39472280
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 39472280
Actual number of threads: 64 (requested: 64)
Time to initialize: 4.756
Time to count edges: 3.762
Time to build the graph: 0.767
Total time: 9.284
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.126
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.61202e+08 3.94773e+09 0.724383 1.594 0.026 1.620
2 2.94436e+08 6.60231e+09 0.816550 0.840 0.022 0.861
3 3.02549e+08 9.15242e+09 0.839051 0.709 0.020 0.729
4 2.98742e+08 9.20277e+09 0.828493 0.753 0.015 0.769
========================================================================================================
Total time for 4 iterations is: 3.979370
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 39.930418
Number of unique clusters: 18266789
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 18266789
Actual number of threads: 64 (requested: 64)
Time to initialize: 2.201
Time to count edges: 2.146
Time to build the graph: 0.355
Total time: 4.702
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.094
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.02549e+08 9.15242e+09 0.839051 1.137 0.023 1.160
2 3.20655e+08 1.53397e+10 0.889263 0.562 0.022 0.584
3 3.25257e+08 2.2293e+10 0.902025 0.666 0.034 0.700
4 3.2413e+08 2.47797e+10 0.898899 0.586 0.021 0.607
========================================================================================================
Total time for 4 iterations is: 3.051339
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 22.268874
Number of unique clusters: 8239483
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 8239483
Actual number of threads: 64 (requested: 64)
Time to initialize: 1.589
Time to count edges: 1.378
Time to build the graph: 0.420
Total time: 3.387
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.077
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.25257e+08 2.2293e+10 0.902025 0.934 0.026 0.960
2 3.34306e+08 5.03539e+10 0.927121 0.370 0.029 0.398
3 3.36802e+08 1.32191e+11 0.934043 0.375 0.021 0.396
4 3.36699e+08 2.60459e+11 0.933756 0.337 0.031 0.368
========================================================================================================
Total time for 4 iterations is: 2.122510
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 8.841191
Number of unique clusters: 3717471
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3717471
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.707
Time to count edges: 0.881
Time to build the graph: 0.260
Total time: 1.848
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.069
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.36802e+08 1.32191e+11 0.934043 0.439 0.025 0.464
2 3.41433e+08 1.00675e+12 0.946878 0.329 0.039 0.369
3 3.42905e+08 3.68329e+12 0.950940 0.253 0.010 0.263
4 3.4317e+08 8.13032e+12 0.951641 0.212 0.031 0.243
5 3.43388e+08 1.40094e+13 0.952200 0.254 0.025 0.279
6 3.43553e+08 2.09485e+13 0.952603 0.224 0.020 0.244
7 3.43796e+08 2.82222e+13 0.953222 0.255 0.010 0.265
8 3.43982e+08 3.52501e+13 0.953684 0.281 0.036 0.317
9 3.44212e+08 4.16848e+13 0.954271 0.268 0.023 0.291
10 3.44363e+08 4.74616e+13 0.954646 0.284 0.025 0.309
11 3.4452e+08 5.21173e+13 0.955046 0.202 0.032 0.234
12 3.44604e+08 5.55444e+13 0.955253 0.224 0.008 0.232
13 3.44713e+08 5.8364e+13 0.955534 0.215 0.020 0.236
14 3.44774e+08 6.03411e+13 0.955688 0.215 0.010 0.225
15 3.4487e+08 6.21004e+13 0.955940 0.268 0.010 0.278
16 3.44916e+08 6.32138e+13 0.956060 0.206 0.010 0.216
17 3.44995e+08 6.45056e+13 0.956269 0.269 0.035 0.304
18 3.45021e+08 6.5192e+13 0.956336 0.224 0.025 0.249
19 3.45082e+08 6.60376e+13 0.956497 0.235 0.036 0.271
20 3.45101e+08 6.65763e+13 0.956545 0.216 0.020 0.236
21 3.45157e+08 6.71535e+13 0.956697 0.224 0.027 0.251
22 3.4517e+08 6.76885e+13 0.956729 0.277 0.036 0.313
23 3.45213e+08 6.82915e+13 0.956844 0.198 0.017 0.215
24 3.4521e+08 6.85672e+13 0.956835 0.203 0.019 0.223
========================================================================================================
Total time for 24 iterations is: 6.526679
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 3.300032
Number of unique clusters: 1244025
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1244025
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.346
Time to count edges: 0.598
Time to build the graph: 0.143
Total time: 1.087
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.054
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.45213e+08 6.82915e+13 0.956844 0.941 0.039 0.980
2 3.48174e+08 1.16322e+14 0.964685 1.098 0.012 1.111
3 3.48807e+08 1.0867e+14 0.966500 0.995 0.035 1.029
4 3.48997e+08 1.18343e+14 0.966953 0.953 0.011 0.964
5 3.49028e+08 1.12083e+14 0.967088 0.914 0.024 0.938
6 3.4908e+08 1.19153e+14 0.967176 0.928 0.043 0.972
7 3.49071e+08 1.12945e+14 0.967201 0.907 0.029 0.935
8 3.49106e+08 1.19543e+14 0.967247 0.770 0.014 0.784
9 3.4909e+08 1.13254e+14 0.967249 0.845 0.020 0.864
10 3.4912e+08 1.19731e+14 0.967282 0.911 0.055 0.966
11 3.491e+08 1.13365e+14 0.967277 0.949 0.020 0.969
========================================================================================================
Total time for 11 iterations is: 10.511421
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.530902
Number of unique clusters: 420475
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 420475
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.069
Time to count edges: 0.344
Time to build the graph: 0.148
Total time: 0.561
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.4912e+08 1.19731e+14 0.967282 0.520 0.009 0.529
2 3.501e+08 1.41921e+14 0.969831 0.438 0.009 0.447
3 3.50322e+08 1.396e+14 0.970464 0.419 0.009 0.427
4 3.50399e+08 1.44469e+14 0.970639 0.417 0.009 0.425
5 3.5041e+08 1.41706e+14 0.970690 0.415 0.009 0.424
6 3.50431e+08 1.45736e+14 0.970720 0.404 0.009 0.412
7 3.50425e+08 1.42566e+14 0.970726 0.401 0.009 0.410
8 3.50441e+08 1.46208e+14 0.970742 0.401 0.009 0.410
9 3.50431e+08 1.42888e+14 0.970740 0.404 0.009 0.413
========================================================================================================
Total time for 9 iterations is: 3.896028
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.091644
Number of unique clusters: 143390
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 143390
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.033
Time to count edges: 0.207
Time to build the graph: 0.042
Total time: 0.282
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.50441e+08 1.46208e+14 0.970742 0.390 0.009 0.399
2 3.50828e+08 1.58486e+14 0.971723 0.374 0.009 0.383
3 3.50899e+08 1.58426e+14 0.971918 0.350 0.009 0.359
4 3.50917e+08 1.60162e+14 0.971955 0.342 0.009 0.351
5 3.50916e+08 1.59408e+14 0.971959 0.350 0.009 0.358
6 3.5092e+08 1.60337e+14 0.971964 0.339 0.009 0.347
7 3.50917e+08 1.5949e+14 0.971960 0.335 0.009 0.344
========================================================================================================
Total time for 7 iterations is: 2.541687
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.026712
Number of unique clusters: 53157
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 53157
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.172
Time to build the graph: 0.044
Total time: 0.242
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.094
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.5092e+08 1.60337e+14 0.971964 0.436 0.019 0.455
2 3.51052e+08 1.67456e+14 0.972273 0.374 0.044 0.418
3 3.51071e+08 1.68634e+14 0.972317 0.381 0.037 0.419
4 3.51073e+08 1.68639e+14 0.972323 0.371 0.059 0.430
5 3.51072e+08 1.69046e+14 0.972319 0.371 0.049 0.420
========================================================================================================
Total time for 5 iterations is: 2.142698
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.010326
Number of unique clusters: 24599
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 24599
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.084
Time to count edges: 0.188
Time to build the graph: 0.066
Total time: 0.338
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.072
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.51073e+08 1.68639e+14 0.972323 0.233 0.024 0.257
2 3.51111e+08 1.7343e+14 0.972393 0.226 0.043 0.269
3 3.51116e+08 1.73342e+14 0.972406 0.260 0.050 0.309
4 3.51116e+08 1.7723e+14 0.972376 0.238 0.034 0.272
========================================================================================================
Total time for 4 iterations is: 1.107239
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.003665
Number of unique clusters: 15649
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 15649
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.022
Time to count edges: 0.162
Time to build the graph: 0.061
Total time: 0.245
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.037
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.51116e+08 1.73342e+14 0.972406 0.267 0.031 0.298
2 3.51126e+08 1.83183e+14 0.972358 0.202 0.034 0.236
========================================================================================================
Total time for 2 iterations is: 0.534142
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002896
Number of unique clusters: 15649
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 12
Total number of iterations : 81
Final number of clusters : 15649
Final modularity : 0.972406
Total time for clustering : 48.739092
Total time for building phases : 52.178436
********************************************
TOTAL TIME : 100.917528
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/kmer_V1r.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 214005017, |T|= 214005017, |E|= 232705452
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 232705452 to 232705453
Done cumulative addition for edgeListPtrs: 0.428116 sec.
Time for allocating memory for edgeList = 0.035503
About to build edgeList...
Time for building edgeList = 1.298275
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 214005017
Number of edges : 232705453
Maximum out-degree is: 8
Average out-degree is: 2.174766
Expected value of X^2: 5.046612
Variance is : 0.317004
Standard deviation : 0.563031
Isolated vertices : 0 (0.00%)
Degree-one vertices : 334374 (0.16%)
Density : 0.000001%
*******************************************
|V|= 214005017, |E|= 232705453
Done duplicating the graph: 0.370996 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.346
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 1.08e+09 -0.000000 3.250 0.058 3.308
2 2.08064e+08 2.389e+09 0.447053 2.990 0.074 3.064
3 1.91928e+08 2.49033e+09 0.412385 3.053 0.054 3.107
========================================================================================================
Total time for 3 iterations is: 9.479095
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 80.990583
Number of unique clusters: 109879866
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 109879866
Actual number of threads: 64 (requested: 64)
Time to initialize: 23.622
Time to count edges: 47.633
Time to build the graph: 1.529
Total time: 72.784
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.712
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.08064e+08 2.389e+09 0.447053 1.872 0.025 1.897
2 2.87117e+08 3.58142e+09 0.616910 1.529 0.036 1.565
3 3.25036e+08 5.19713e+09 0.698385 1.912 0.051 1.963
4 3.23151e+08 5.4046e+09 0.694335 1.884 0.064 1.948
========================================================================================================
Total time for 4 iterations is: 7.372035
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 73.136146
Number of unique clusters: 50399759
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 50399759
Actual number of threads: 64 (requested: 64)
Time to initialize: 6.656
Time to count edges: 5.695
Time to build the graph: 1.338
Total time: 13.689
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.182
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.25036e+08 5.19713e+09 0.698385 1.655 0.030 1.686
2 3.68147e+08 8.65151e+09 0.791015 1.254 0.032 1.286
3 3.78371e+08 1.18099e+10 0.812983 1.211 0.033 1.244
4 3.73819e+08 1.1889e+10 0.803203 1.156 0.034 1.189
========================================================================================================
Total time for 4 iterations is: 5.405244
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 44.098870
Number of unique clusters: 23604053
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 23604053
Actual number of threads: 64 (requested: 64)
Time to initialize: 3.487
Time to count edges: 3.248
Time to build the graph: 0.735
Total time: 7.470
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.155
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.78371e+08 1.18099e+10 0.812983 1.487 0.031 1.518
2 4.00977e+08 1.90322e+10 0.861555 0.812 0.024 0.836
3 4.06238e+08 2.61181e+10 0.872859 0.753 0.025 0.778
4 4.04473e+08 2.70579e+10 0.869066 0.789 0.045 0.834
========================================================================================================
Total time for 4 iterations is: 3.965247
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 19.991582
Number of unique clusters: 10965885
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 10965885
Actual number of threads: 64 (requested: 64)
Time to initialize: 1.486
Time to count edges: 1.989
Time to build the graph: 0.630
Total time: 4.105
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.072
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.06238e+08 2.61181e+10 0.872859 1.398 0.031 1.429
2 4.17129e+08 4.26771e+10 0.896259 0.566 0.027 0.593
3 4.19846e+08 5.91179e+10 0.902098 0.522 0.021 0.544
4 4.19313e+08 6.51223e+10 0.900952 0.613 0.017 0.629
========================================================================================================
Total time for 4 iterations is: 3.194999
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 8.501458
Number of unique clusters: 5198674
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 5198674
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.798
Time to count edges: 1.410
Time to build the graph: 0.345
Total time: 2.553
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.052
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.19846e+08 5.91179e+10 0.902098 1.454 0.032 1.486
2 4.25644e+08 1.11098e+11 0.914555 0.402 0.010 0.413
3 4.27316e+08 1.90804e+11 0.918148 0.440 0.026 0.466
4 4.27394e+08 2.80603e+11 0.918313 0.454 0.021 0.475
5 4.27439e+08 4.07966e+11 0.918410 0.416 0.021 0.437
6 4.27341e+08 5.87523e+11 0.918199 0.392 0.030 0.422
========================================================================================================
Total time for 6 iterations is: 3.698411
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 3.719963
Number of unique clusters: 2079857
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 2079857
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.316
Time to count edges: 1.188
Time to build the graph: 0.316
Total time: 1.820
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.069
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.27439e+08 4.07966e+11 0.918410 0.851 0.022 0.874
2 4.3145e+08 2.74191e+12 0.927017 0.377 0.006 0.383
3 4.32751e+08 9.91649e+12 0.929780 0.390 0.026 0.416
4 4.33297e+08 1.74723e+13 0.930919 0.424 0.036 0.460
5 4.33709e+08 2.58984e+13 0.931765 0.361 0.009 0.371
6 4.34062e+08 3.34753e+13 0.932489 0.343 0.030 0.373
7 4.34402e+08 4.19461e+13 0.933179 0.349 0.025 0.373
8 4.34701e+08 5.04479e+13 0.933784 0.347 0.020 0.367
9 4.34983e+08 5.93192e+13 0.934347 0.314 0.014 0.328
10 4.35218e+08 6.69351e+13 0.934817 0.280 0.005 0.285
11 4.3543e+08 7.39407e+13 0.935241 0.362 0.020 0.382
12 4.35611e+08 7.93769e+13 0.935605 0.284 0.009 0.293
13 4.35778e+08 8.47274e+13 0.935939 0.310 0.021 0.331
14 4.35907e+08 8.93238e+13 0.936195 0.314 0.016 0.331
15 4.36026e+08 9.38827e+13 0.936428 0.307 0.024 0.332
16 4.36114e+08 9.71046e+13 0.936604 0.277 0.019 0.296
17 4.36193e+08 9.99544e+13 0.936759 0.326 0.033 0.359
18 4.36249e+08 1.02476e+14 0.936869 0.380 0.017 0.397
19 4.36304e+08 1.04735e+14 0.936975 0.355 0.018 0.373
20 4.36345e+08 1.06496e+14 0.937055 0.521 0.030 0.551
21 4.36387e+08 1.08219e+14 0.937139 0.359 0.021 0.380
22 4.36422e+08 1.0974e+14 0.937207 0.346 0.009 0.355
23 4.3646e+08 1.11483e+14 0.937280 0.355 0.005 0.359
24 4.36487e+08 1.12679e+14 0.937332 0.298 0.025 0.322
25 4.36515e+08 1.14063e+14 0.937386 0.278 0.020 0.298
26 4.36534e+08 1.14829e+14 0.937424 0.289 0.020 0.309
27 4.36558e+08 1.15939e+14 0.937469 0.325 0.025 0.350
28 4.36572e+08 1.16411e+14 0.937499 0.348 0.027 0.376
29 4.36591e+08 1.17352e+14 0.937535 0.309 0.014 0.323
30 4.36601e+08 1.17675e+14 0.937554 0.335 0.023 0.358
31 4.36616e+08 1.18624e+14 0.937583 0.352 0.005 0.357
32 4.36622e+08 1.1881e+14 0.937594 0.344 0.007 0.352
33 4.36635e+08 1.19466e+14 0.937620 0.314 0.020 0.334
34 4.36639e+08 1.19579e+14 0.937628 0.314 0.021 0.336
35 4.36649e+08 1.20163e+14 0.937647 0.289 0.020 0.309
36 4.36652e+08 1.20233e+14 0.937652 0.319 0.020 0.339
37 4.36663e+08 1.20876e+14 0.937672 0.324 0.015 0.340
38 4.36664e+08 1.20975e+14 0.937675 0.328 0.018 0.346
39 4.36674e+08 1.21664e+14 0.937692 0.335 0.022 0.358
40 4.36674e+08 1.21675e+14 0.937693 0.379 0.023 0.403
========================================================================================================
Total time for 40 iterations is: 14.777668
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.784394
Number of unique clusters: 528862
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 528862
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.087
Time to count edges: 0.781
Time to build the graph: 0.138
Total time: 1.006
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.36674e+08 1.21664e+14 0.937692 1.428 0.035 1.463
2 4.38617e+08 2.11813e+14 0.941451 1.428 0.040 1.467
3 4.38983e+08 1.98121e+14 0.942302 1.564 0.019 1.584
4 4.3922e+08 2.24863e+14 0.942688 1.504 0.053 1.557
5 4.39199e+08 2.07346e+14 0.942723 1.497 0.024 1.521
6 4.39311e+08 2.27209e+14 0.942873 1.503 0.030 1.533
7 4.39246e+08 2.08064e+14 0.942820 1.212 0.008 1.220
========================================================================================================
Total time for 7 iterations is: 10.344736
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.104302
Number of unique clusters: 134168
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 134168
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.031
Time to count edges: 0.500
Time to build the graph: 0.088
Total time: 0.618
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.032
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.39311e+08 2.27209e+14 0.942873 0.923 0.009 0.932
2 4.40057e+08 2.83786e+14 0.944213 0.830 0.009 0.839
3 4.40168e+08 2.82228e+14 0.944459 0.771 0.009 0.779
4 4.40211e+08 2.89859e+14 0.944516 0.720 0.009 0.729
5 4.402e+08 2.8446e+14 0.944518 0.715 0.009 0.724
6 4.40222e+08 2.90418e+14 0.944538 0.712 0.009 0.720
7 4.40204e+08 2.84844e+14 0.944524 0.757 0.029 0.787
========================================================================================================
Total time for 7 iterations is: 5.509300
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.020773
Number of unique clusters: 32366
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 32366
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.065
Time to count edges: 0.397
Time to build the graph: 0.090
Total time: 0.553
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.40222e+08 2.90418e+14 0.944538 0.387 0.013 0.400
2 4.40437e+08 3.19686e+14 0.944864 0.343 0.009 0.352
3 4.40455e+08 3.20152e+14 0.944902 0.311 0.015 0.327
4 4.40459e+08 3.21597e+14 0.944902 0.344 0.024 0.368
========================================================================================================
Total time for 4 iterations is: 1.446792
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.003889
Number of unique clusters: 11788
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 11788
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.253
Time to build the graph: 0.065
Total time: 0.344
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.078
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.40455e+08 3.20152e+14 0.944902 0.179 0.028 0.207
2 4.40492e+08 3.27261e+14 0.944948 0.155 0.009 0.164
3 4.40494e+08 3.26634e+14 0.944954 0.128 0.014 0.143
4 4.40494e+08 3.29341e+14 0.944942 0.162 0.014 0.177
========================================================================================================
Total time for 4 iterations is: 0.689533
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001694
Number of unique clusters: 5529
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 5529
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.197
Time to build the graph: 0.036
Total time: 0.259
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.076
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.40494e+08 3.26634e+14 0.944954 0.097 0.019 0.117
2 4.40502e+08 3.32248e+14 0.944945 0.091 0.009 0.100
========================================================================================================
Total time for 2 iterations is: 0.216676
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000670
Number of unique clusters: 5529
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 12
Total number of iterations : 89
Final number of clusters : 5529
Final modularity : 0.944954
Total time for clustering : 66.099736
Total time for building phases : 105.200035
********************************************
TOTAL TIME : 171.299771
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/indochina-2004.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 7414866, |T|= 7414866, |E|= 194109311
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 194109311 to 93886759
Done cumulative addition for edgeListPtrs: 0.006934 sec.
Time for allocating memory for edgeList = 0.005201
About to build edgeList...
Time for building edgeList = 0.461723
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 7414866
Number of edges : 93886759
Maximum out-degree is: 167115
Average out-degree is: 25.323926
Expected value of X^2: 73965.766096
Variance is : 73324.464867
Standard deviation : 270.784905
Isolated vertices : 1116898 (15.06%)
Degree-one vertices : 1290685 (17.41%)
Density : 0.000171%
*******************************************
|V|= 7414866, |E|= 93886759
Done duplicating the graph: 0.462563 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.182
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 5.48446e+11 -0.000016 8.793 0.014 8.807
2 1.87919e+07 1.17436e+14 0.096747 6.336 0.028 6.364
3 8.25664e+07 2.34562e+15 0.373187 0.434 0.026 0.460
4 9.8102e+07 2.36205e+15 0.455457 0.382 0.010 0.392
5 1.01768e+08 2.3632e+15 0.474951 0.305 0.018 0.322
6 1.02495e+08 2.36344e+15 0.478811 0.319 0.010 0.329
7 1.0343e+08 2.36357e+15 0.483790 0.347 0.011 0.358
8 1.03394e+08 2.36357e+15 0.483599 0.303 0.010 0.313
========================================================================================================
Total time for 8 iterations is: 17.345529
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.450419
Number of unique clusters: 642324
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 642324
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.097
Time to count edges: 0.959
Time to build the graph: 0.057
Total time: 1.113
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.007
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.0343e+08 2.36357e+15 0.483790 0.024 0.009 0.033
2 1.75399e+08 2.37668e+15 0.866690 0.029 0.029 0.058
3 1.79126e+08 2.3791e+15 0.886470 0.052 0.009 0.061
4 1.7975e+08 2.37987e+15 0.889772 0.024 0.010 0.034
5 1.80013e+08 2.37956e+15 0.891184 0.017 0.000 0.017
6 1.8015e+08 2.38016e+15 0.891894 0.009 0.000 0.010
7 1.80219e+08 2.37977e+15 0.892274 0.009 0.000 0.009
8 1.80261e+08 2.38024e+15 0.892481 0.009 0.009 0.018
9 1.80276e+08 2.37981e+15 0.892578 0.026 0.010 0.036
10 1.8029e+08 2.38027e+15 0.892638 0.049 0.020 0.069
11 1.80314e+08 2.37984e+15 0.892777 0.024 0.009 0.033
12 1.80315e+08 2.38028e+15 0.892770 0.021 0.010 0.031
========================================================================================================
Total time for 12 iterations is: 0.408039
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.059545
Number of unique clusters: 156938
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 156938
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.043
Time to count edges: 0.024
Time to build the graph: 0.019
Total time: 0.086
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.076
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.80314e+08 2.37984e+15 0.892777 0.026 0.008 0.035
2 1.85266e+08 2.41953e+15 0.918022 0.019 0.009 0.027
3 1.85929e+08 2.41692e+15 0.921629 0.039 0.013 0.052
4 1.86135e+08 2.42488e+15 0.922501 0.029 0.009 0.038
5 1.86114e+08 2.41854e+15 0.922566 0.018 0.003 0.021
6 1.86218e+08 2.42596e+15 0.922914 0.004 0.000 0.004
7 1.86158e+08 2.41885e+15 0.922794 0.004 0.000 0.005
========================================================================================================
Total time for 7 iterations is: 0.181348
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.013838
Number of unique clusters: 69655
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 69655
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.032
Time to build the graph: 0.039
Total time: 0.097
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.86218e+08 2.42596e+15 0.922914 0.017 0.008 0.026
2 1.87291e+08 2.47174e+15 0.927327 0.046 0.026 0.072
3 1.87336e+08 2.46932e+15 0.927638 0.018 0.009 0.026
4 1.87377e+08 2.47613e+15 0.927662 0.017 0.009 0.026
5 1.8735e+08 2.47094e+15 0.927667 0.031 0.018 0.049
6 1.8738e+08 2.47611e+15 0.927679 0.043 0.009 0.052
7 1.87353e+08 2.47091e+15 0.927680 0.017 0.009 0.026
========================================================================================================
Total time for 7 iterations is: 0.276587
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.008750
Number of unique clusters: 57069
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 57069
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
Time to count edges: 0.019
Time to build the graph: 0.033
Total time: 0.111
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8738e+08 2.47611e+15 0.927679 0.039 0.016 0.054
2 1.87446e+08 2.48097e+15 0.927889 0.040 0.024 0.064
3 1.87447e+08 2.48087e+15 0.927899 0.028 0.013 0.041
4 1.87447e+08 2.48133e+15 0.927889 0.018 0.009 0.026
========================================================================================================
Total time for 4 iterations is: 0.185810
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.009796
Number of unique clusters: 55171
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 55171
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.065
Time to count edges: 0.011
Time to build the graph: 0.018
Total time: 0.094
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87447e+08 2.48087e+15 0.927899 0.017 0.009 0.026
2 1.8745e+08 2.48111e+15 0.927907 0.026 0.014 0.040
3 1.8745e+08 2.481e+15 0.927911 0.038 0.004 0.043
4 1.8745e+08 2.48117e+15 0.927907 0.017 0.008 0.026
========================================================================================================
Total time for 4 iterations is: 0.134491
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.010405
Number of unique clusters: 54778
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 54778
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.006
Time to build the graph: 0.040
Total time: 0.071
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8745e+08 2.481e+15 0.927911 0.014 0.009 0.023
2 1.8745e+08 2.48105e+15 0.927912 0.009 0.000 0.009
3 1.8745e+08 2.48102e+15 0.927913 0.002 0.000 0.002
4 1.87451e+08 2.48105e+15 0.927913 0.002 0.000 0.002
========================================================================================================
Total time for 4 iterations is: 0.035057
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.010238
Number of unique clusters: 54633
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 54633
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.012
Time to build the graph: 0.024
Total time: 0.062
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.031
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8745e+08 2.48102e+15 0.927913 0.017 0.009 0.026
2 1.87451e+08 2.48102e+15 0.927915 0.019 0.012 0.032
3 1.87451e+08 2.48102e+15 0.927915 0.017 0.009 0.026
========================================================================================================
Total time for 3 iterations is: 0.083616
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.037649
Number of unique clusters: 54567
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 54567
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.041
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.066
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.007
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87451e+08 2.48102e+15 0.927915 0.002 0.000 0.002
2 1.87451e+08 2.48102e+15 0.927915 0.002 0.000 0.002
========================================================================================================
Total time for 2 iterations is: 0.003496
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.010752
Number of unique clusters: 54567
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 9
Total number of iterations : 51
Final number of clusters : 54567
Final modularity : 0.927915
Total time for clustering : 18.653973
Total time for building phases : 1.700621
********************************************
TOTAL TIME : 20.354595
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/uk-2002.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 18520486, |T|= 18520486, |E|= 298113762
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 298113762 to 141675386
Done cumulative addition for edgeListPtrs: 0.021895 sec.
Time for allocating memory for edgeList = 0.018719
About to build edgeList...
Time for building edgeList = 0.439794
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 18520486
Number of edges : 141675386
Maximum out-degree is: 54968
Average out-degree is: 15.299316
Expected value of X^2: 6747.117037
Variance is : 6513.047960
Standard deviation : 80.703457
Isolated vertices : 2400482 (12.96%)
Degree-one vertices : 3322530 (17.94%)
Density : 0.000041%
*******************************************
|V|= 18520486, |E|= 141675386
Done duplicating the graph: 0.243668 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.132
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 1.2496e+11 -0.000002 2.176 0.036 2.211
2 3.05437e+07 1.9216e+12 0.107771 1.420 0.029 1.449
3 6.09299e+07 5.42205e+12 0.214966 0.583 0.034 0.617
4 8.79699e+07 8.3525e+12 0.310359 0.482 0.053 0.535
5 9.42612e+07 9.15573e+12 0.332552 0.344 0.019 0.363
6 9.5746e+07 9.63019e+12 0.337786 0.377 0.040 0.418
7 9.74316e+07 9.80967e+12 0.343733 0.439 0.019 0.458
8 9.75327e+07 9.85613e+12 0.344089 0.350 0.029 0.379
9 9.848e+07 9.9306e+12 0.347431 0.381 0.029 0.409
10 9.82664e+07 9.93446e+12 0.346678 0.463 0.046 0.509
========================================================================================================
Total time for 10 iterations is: 7.348974
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.694887
Number of unique clusters: 1623290
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1623290
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.837
Time to count edges: 5.456
Time to build the graph: 0.150
Total time: 6.444
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.088
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.848e+07 9.9306e+12 0.347431 0.147 0.033 0.180
2 2.57898e+08 2.23321e+13 0.909894 0.140 0.025 0.164
3 2.65593e+08 2.42261e+13 0.937027 0.144 0.034 0.178
4 2.66753e+08 2.45242e+13 0.941118 0.105 0.030 0.134
5 2.67063e+08 2.45115e+13 0.942211 0.113 0.034 0.147
6 2.67218e+08 2.45846e+13 0.942758 0.123 0.026 0.148
7 2.67269e+08 2.45331e+13 0.942938 0.115 0.020 0.135
8 2.67324e+08 2.45962e+13 0.943132 0.103 0.030 0.133
9 2.67335e+08 2.45418e+13 0.943171 0.099 0.035 0.134
10 2.6737e+08 2.46037e+13 0.943295 0.102 0.025 0.127
11 2.67362e+08 2.45468e+13 0.943265 0.117 0.025 0.142
========================================================================================================
Total time for 11 iterations is: 1.622086
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.273048
Number of unique clusters: 415980
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 415980
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.083
Time to count edges: 0.103
Time to build the graph: 0.052
Total time: 0.238
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.6737e+08 2.46037e+13 0.943295 0.105 0.023 0.128
2 2.7711e+08 4.93322e+13 0.977362 0.114 0.028 0.142
3 2.78896e+08 5.30388e+13 0.983617 0.076 0.019 0.095
4 2.79312e+08 5.92156e+13 0.985010 0.085 0.039 0.124
5 2.79372e+08 5.49512e+13 0.985274 0.084 0.023 0.107
6 2.79454e+08 5.94937e+13 0.985507 0.080 0.033 0.113
7 2.79441e+08 5.51419e+13 0.985515 0.089 0.036 0.125
8 2.79483e+08 5.95856e+13 0.985609 0.083 0.028 0.111
9 2.7945e+08 5.50549e+13 0.985547 0.112 0.028 0.140
========================================================================================================
Total time for 9 iterations is: 1.084564
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.073305
Number of unique clusters: 172627
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 172627
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.088
Time to count edges: 0.060
Time to build the graph: 0.044
Total time: 0.192
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.79483e+08 5.95856e+13 0.985609 0.104 0.027 0.131
2 2.81078e+08 9.86738e+13 0.990752 0.084 0.018 0.102
3 2.81203e+08 8.64117e+13 0.991343 0.075 0.026 0.101
4 2.81275e+08 1.00405e+14 0.991424 0.075 0.027 0.102
5 2.81242e+08 8.82328e+13 0.991457 0.061 0.028 0.089
6 2.81286e+08 1.00248e+14 0.991464 0.096 0.033 0.128
7 2.81246e+08 8.85727e+13 0.991470 0.093 0.028 0.121
8 2.81288e+08 1.00289e+14 0.991472 0.083 0.031 0.113
9 2.81247e+08 8.85902e+13 0.991472 0.092 0.032 0.124
========================================================================================================
Total time for 9 iterations is: 1.011711
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.038673
Number of unique clusters: 136565
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 136565
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.090
Time to count edges: 0.033
Time to build the graph: 0.059
Total time: 0.181
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.085
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.81288e+08 1.00289e+14 0.991472 0.072 0.027 0.098
2 2.81493e+08 1.22049e+14 0.991923 0.089 0.036 0.125
3 2.81506e+08 1.22111e+14 0.991968 0.068 0.026 0.094
4 2.81509e+08 1.23279e+14 0.991964 0.065 0.017 0.082
========================================================================================================
Total time for 4 iterations is: 0.399355
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.025754
Number of unique clusters: 131791
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 131791
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.084
Time to count edges: 0.030
Time to build the graph: 0.049
Total time: 0.163
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.054
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.81506e+08 1.22111e+14 0.991968 0.067 0.036 0.102
2 2.81529e+08 1.30662e+14 0.991944 0.067 0.040 0.107
========================================================================================================
Total time for 2 iterations is: 0.209296
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.034842
Number of unique clusters: 131791
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 6
Total number of iterations : 45
Final number of clusters : 131791
Final modularity : 0.991968
Total time for clustering : 11.675986
Total time for building phases : 7.217145
********************************************
TOTAL TIME : 18.893131
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/arabic-2005.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 22744080, |T|= 22744080, |E|= 639999458
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 639999458 to 308233435
Done cumulative addition for edgeListPtrs: 0.020560 sec.
Time for allocating memory for edgeList = 0.007425
About to build edgeList...
Time for building edgeList = 0.828596
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 22744080
Number of edges : 308233435
Maximum out-degree is: 397676
Average out-degree is: 27.104498
Expected value of X^2: 80797.422943
Variance is : 80062.769134
Standard deviation : 282.953652
Isolated vertices : 2505917 (11.02%)
Degree-one vertices : 3471988 (15.27%)
Density : 0.000060%
*******************************************
|V|= 22744080, |E|= 308233435
Done duplicating the graph: 0.371337 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.175
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 1.83766e+12 -0.000005 5.897 0.027 5.924
2 5.93929e+07 2.25526e+13 0.096285 3.772 0.044 3.816
3 1.59522e+08 2.80345e+14 0.258031 1.338 0.029 1.367
4 2.23189e+08 3.54534e+14 0.361113 0.735 0.015 0.750
5 2.36778e+08 3.75892e+14 0.383099 0.697 0.024 0.722
6 2.39836e+08 3.8159e+14 0.388046 0.618 0.014 0.632
7 2.42862e+08 3.85878e+14 0.392942 0.537 0.036 0.574
8 2.43129e+08 3.87571e+14 0.393371 0.645 0.013 0.658
9 2.44815e+08 3.89359e+14 0.396102 0.642 0.027 0.669
10 2.44534e+08 3.90506e+14 0.395643 0.536 0.036 0.572
========================================================================================================
Total time for 10 iterations is: 15.683081
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.832559
Number of unique clusters: 1581600
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1581600
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.708
Time to count edges: 4.063
Time to build the graph: 0.121
Total time: 4.893
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.067
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.44815e+08 3.89359e+14 0.396102 0.159 0.034 0.193
2 5.62945e+08 6.59232e+14 0.911444 0.132 0.045 0.177
3 5.7342e+08 7.05774e+14 0.928314 0.121 0.030 0.151
4 5.75293e+08 7.40457e+14 0.931262 0.115 0.029 0.144
5 5.76041e+08 7.19297e+14 0.932531 0.115 0.023 0.138
6 5.76168e+08 7.469e+14 0.932664 0.130 0.050 0.180
7 5.76415e+08 7.20223e+14 0.933135 0.068 0.025 0.093
8 5.76404e+08 7.4851e+14 0.933042 0.125 0.033 0.159
========================================================================================================
Total time for 8 iterations is: 1.235323
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.205278
Number of unique clusters: 331996
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 331996
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.067
Time to count edges: 0.073
Time to build the graph: 0.021
Total time: 0.161
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.76415e+08 7.20223e+14 0.933135 0.094 0.025 0.119
2 6.06638e+08 1.37075e+15 0.980449 0.068 0.028 0.095
3 6.09346e+08 1.36205e+15 0.984864 0.068 0.025 0.093
4 6.10163e+08 1.39103e+15 0.986114 0.061 0.030 0.091
5 6.1006e+08 1.37487e+15 0.985990 0.061 0.030 0.091
========================================================================================================
Total time for 5 iterations is: 0.489569
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.043446
Number of unique clusters: 119668
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 119668
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.069
Time to count edges: 0.038
Time to build the graph: 0.040
Total time: 0.146
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.063
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 6.10163e+08 1.39103e+15 0.986114 0.052 0.025 0.077
2 6.13503e+08 1.61249e+15 0.990949 0.057 0.039 0.096
3 6.13942e+08 1.6503e+15 0.991562 0.047 0.028 0.075
4 6.14017e+08 1.68007e+15 0.991605 0.041 0.042 0.083
5 6.14029e+08 1.67925e+15 0.991627 0.060 0.014 0.074
6 6.14049e+08 1.69026e+15 0.991631 0.049 0.033 0.081
7 6.14034e+08 1.67859e+15 0.991637 0.039 0.019 0.058
8 6.14049e+08 1.68966e+15 0.991632 0.049 0.030 0.079
========================================================================================================
Total time for 8 iterations is: 0.622496
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.022562
Number of unique clusters: 92895
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 92895
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.086
Time to count edges: 0.031
Time to build the graph: 0.059
Total time: 0.175
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 6.14034e+08 1.67859e+15 0.991637 0.047 0.019 0.066
2 6.14266e+08 1.73023e+15 0.991876 0.039 0.020 0.059
3 6.14275e+08 1.72895e+15 0.991895 0.031 0.013 0.044
4 6.14278e+08 1.73239e+15 0.991891 0.051 0.020 0.070
========================================================================================================
Total time for 4 iterations is: 0.239567
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.026913
Number of unique clusters: 89674
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 89674
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.061
Time to count edges: 0.014
Time to build the graph: 0.047
Total time: 0.123
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 6.14275e+08 1.72895e+15 0.991895 0.041 0.019 0.060
2 6.14286e+08 1.73616e+15 0.991894 0.044 0.023 0.067
========================================================================================================
Total time for 2 iterations is: 0.127237
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.050498
Number of unique clusters: 89674
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 6
Total number of iterations : 37
Final number of clusters : 89674
Final modularity : 0.991895
Total time for clustering : 18.397272
Total time for building phases : 5.497340
********************************************
TOTAL TIME : 23.894612
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/uk-2005.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 39459925, |T|= 39459925, |E|= 936364282
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 936364282 to 433801162
Done cumulative addition for edgeListPtrs: 0.047157 sec.
Time for allocating memory for edgeList = 0.026336
About to build edgeList...
Time for building edgeList = 1.950149
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 39459925
Number of edges : 433801162
Maximum out-degree is: 404704
Average out-degree is: 21.986923
Expected value of X^2: 199925.591305
Variance is : 199442.166531
Standard deviation : 446.589483
Isolated vertices : 3394609 (8.60%)
Degree-one vertices : 6436391 (16.31%)
Density : 0.000028%
*******************************************
|V|= 39459925, |E|= 433801162
Done duplicating the graph: 0.930063 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.296
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 7.88905e+12 -0.000010 22.254 0.052 22.306
2 1.2073e+08 1.38049e+13 0.139136 7.951 0.040 7.991
3 2.69438e+08 3.92253e+14 0.310033 3.131 0.042 3.173
4 3.82243e+08 9.76326e+14 0.439277 1.065 0.054 1.119
5 4.03884e+08 1.19738e+15 0.463926 0.918 0.051 0.969
6 4.10505e+08 1.22782e+15 0.471517 0.801 0.027 0.828
7 4.14884e+08 1.24176e+15 0.476546 0.723 0.038 0.761
8 4.1646e+08 1.2479e+15 0.478355 0.817 0.023 0.840
9 4.18365e+08 1.25355e+15 0.480543 0.730 0.051 0.781
10 4.18665e+08 1.25728e+15 0.480883 0.783 0.022 0.806
11 4.1985e+08 1.25755e+15 0.482249 0.700 0.029 0.730
12 4.19733e+08 1.25836e+15 0.482113 0.795 0.038 0.833
========================================================================================================
Total time for 12 iterations is: 41.136770
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 3.828480
Number of unique clusters: 3043591
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3043591
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.314
Time to count edges: 5.050
Time to build the graph: 0.155
Total time: 5.519
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.077
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.1985e+08 1.25755e+15 0.482249 0.191 0.015 0.206
2 8.16271e+08 2.65615e+15 0.937306 0.141 0.009 0.150
3 8.31283e+08 2.70276e+15 0.954548 0.128 0.008 0.136
4 8.33612e+08 2.7059e+15 0.957228 0.163 0.010 0.173
5 8.34282e+08 2.70776e+15 0.957997 0.196 0.009 0.205
6 8.34541e+08 2.72726e+15 0.958270 0.180 0.040 0.220
7 8.34679e+08 2.94531e+15 0.958140 0.191 0.024 0.215
========================================================================================================
Total time for 7 iterations is: 1.305021
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.516272
Number of unique clusters: 755592
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 755592
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.064
Time to count edges: 0.223
Time to build the graph: 0.070
Total time: 0.357
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.074
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.34541e+08 2.72726e+15 0.958270 0.190 0.018 0.208
2 8.54804e+08 3.88561e+15 0.980087 0.183 0.033 0.215
3 8.57338e+08 3.83278e+15 0.983078 0.174 0.029 0.204
4 8.58082e+08 3.9071e+15 0.983836 0.170 0.037 0.207
5 8.5811e+08 3.84357e+15 0.983952 0.174 0.009 0.182
6 8.58383e+08 3.91236e+15 0.984176 0.137 0.033 0.170
7 8.58247e+08 3.8476e+15 0.984105 0.168 0.028 0.196
========================================================================================================
Total time for 7 iterations is: 1.380945
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.144709
Number of unique clusters: 281213
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 281213
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.076
Time to count edges: 0.102
Time to build the graph: 0.043
Total time: 0.222
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.58383e+08 3.91236e+15 0.984176 0.243 0.029 0.272
2 8.61598e+08 4.09893e+15 0.987634 0.163 0.029 0.191
3 8.61907e+08 4.07841e+15 0.988017 0.167 0.009 0.176
4 8.62045e+08 4.12018e+15 0.988121 0.173 0.031 0.204
5 8.62013e+08 4.09174e+15 0.988121 0.159 0.024 0.183
========================================================================================================
Total time for 5 iterations is: 1.026474
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.063718
Number of unique clusters: 200270
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 200270
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
Time to count edges: 0.066
Time to build the graph: 0.050
Total time: 0.174
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.62045e+08 4.12018e+15 0.988121 0.150 0.009 0.158
2 8.62506e+08 4.25202e+15 0.988477 0.183 0.008 0.191
3 8.62535e+08 4.24578e+15 0.988519 0.165 0.038 0.203
4 8.62554e+08 4.26219e+15 0.988519 0.156 0.025 0.181
========================================================================================================
Total time for 4 iterations is: 0.733286
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.051168
Number of unique clusters: 188216
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 188216
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.094
Time to count edges: 0.059
Time to build the graph: 0.066
Total time: 0.219
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.022
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.62535e+08 4.24578e+15 0.988519 0.108 0.020 0.128
2 8.62612e+08 4.28503e+15 0.988556 0.156 0.040 0.195
3 8.62622e+08 4.29141e+15 0.988559 0.167 0.048 0.215
4 8.62624e+08 4.31265e+15 0.988533 0.134 0.036 0.170
========================================================================================================
Total time for 4 iterations is: 0.708406
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.057438
Number of unique clusters: 186564
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 186564
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.069
Time to count edges: 0.048
Time to build the graph: 0.057
Total time: 0.173
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.063
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.62622e+08 4.29141e+15 0.988559 0.133 0.052 0.186
2 8.62627e+08 4.29808e+15 0.988555 0.116 0.032 0.149
========================================================================================================
Total time for 2 iterations is: 0.334193
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.053063
Number of unique clusters: 186564
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 7
Total number of iterations : 41
Final number of clusters : 186564
Final modularity : 0.988559
Total time for clustering : 46.625095
Total time for building phases : 6.664386
********************************************
TOTAL TIME : 53.289481
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/webbase-2001.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 118142155, |T|= 118142155, |E|= 1019903190
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 1019903190 to 467831523
Done cumulative addition for edgeListPtrs: 0.097652 sec.
Time for allocating memory for edgeList = 0.016432
About to build edgeList...
Time for building edgeList = 1.146650
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 118142155
Number of edges : 467831523
Maximum out-degree is: 168046
Average out-degree is: 7.919807
Expected value of X^2: 2906.820123
Variance is : 2844.096783
Standard deviation : 53.330074
Isolated vertices : 24629884 (20.85%)
Degree-one vertices : 25043823 (21.20%)
Density : 0.000003%
*******************************************
|V|= 118142155, |E|= 467831523
Done duplicating the graph: 0.685389 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.351
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 3.43418e+11 -0.000000 3.695 0.030 3.725
2 1.40646e+08 9.53618e+12 0.150306 2.788 0.051 2.839
3 2.51126e+08 2.83669e+13 0.268361 1.822 0.041 1.863
4 3.24312e+08 3.45169e+13 0.346573 1.543 0.031 1.574
5 3.48018e+08 3.57759e+13 0.371907 1.455 0.049 1.504
6 3.55999e+08 3.62148e+13 0.380436 1.228 0.031 1.259
7 3.63756e+08 3.65228e+13 0.388726 1.214 0.028 1.242
8 3.6593e+08 3.66953e+13 0.391050 1.164 0.030 1.194
9 3.70046e+08 3.69843e+13 0.395448 1.242 0.035 1.277
10 3.70353e+08 3.73611e+13 0.395776 1.185 0.042 1.226
11 3.73365e+08 3.83628e+13 0.398994 1.248 0.045 1.293
12 3.7296e+08 3.96472e+13 0.398560 1.145 0.044 1.189
========================================================================================================
Total time for 12 iterations is: 20.185146
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 14.518903
Number of unique clusters: 13281047
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13281047
Actual number of threads: 64 (requested: 64)
Time to initialize: 2.695
Time to count edges: 18.179
Time to build the graph: 0.216
Total time: 21.090
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.097
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.73365e+08 3.83628e+13 0.398994 1.011 0.024 1.034
2 8.29938e+08 7.74741e+13 0.886917 0.783 0.022 0.805
3 8.60127e+08 9.01002e+13 0.919167 0.794 0.023 0.818
4 8.6542e+08 1.02401e+14 0.924810 0.534 0.034 0.568
5 8.67332e+08 1.02547e+14 0.926853 0.632 0.034 0.665
6 8.68178e+08 1.09418e+14 0.927749 0.637 0.013 0.650
7 8.68603e+08 1.07484e+14 0.928206 0.694 0.045 0.739
8 8.68792e+08 1.1248e+14 0.928402 0.551 0.055 0.605
9 8.68949e+08 1.09573e+14 0.928573 0.666 0.034 0.700
10 8.69004e+08 1.14134e+14 0.928627 0.500 0.029 0.528
11 8.69083e+08 1.10891e+14 0.928715 0.656 0.018 0.674
12 8.69104e+08 1.15152e+14 0.928733 0.707 0.034 0.742
13 8.69201e+08 1.11739e+14 0.928841 0.729 0.015 0.744
14 8.69194e+08 1.15807e+14 0.928829 0.506 0.013 0.519
========================================================================================================
Total time for 14 iterations is: 9.792554
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 2.942847
Number of unique clusters: 3895059
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3895059
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.223
Time to count edges: 0.693
Time to build the graph: 0.105
Total time: 1.020
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.096
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.69201e+08 1.11739e+14 0.928841 0.953 0.011 0.963
2 9.06038e+08 7.82838e+14 0.967444 0.637 0.041 0.677
3 9.12684e+08 6.67232e+14 0.974679 0.586 0.061 0.647
4 9.14782e+08 9.55027e+14 0.976593 0.599 0.020 0.619
5 9.15026e+08 7.67784e+14 0.977067 0.499 0.019 0.518
6 9.15752e+08 9.7854e+14 0.977602 0.520 0.011 0.531
7 9.15456e+08 7.92609e+14 0.977498 0.513 0.020 0.533
========================================================================================================
Total time for 7 iterations is: 4.488454
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.007316
Number of unique clusters: 1861853
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1861853
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.122
Time to count edges: 0.993
Time to build the graph: 0.133
Total time: 1.248
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.15752e+08 9.7854e+14 0.977602 0.410 0.038 0.448
2 9.22755e+08 1.75324e+15 0.984202 0.414 0.039 0.453
3 9.23388e+08 1.44299e+15 0.985233 0.361 0.056 0.417
4 9.23911e+08 1.70441e+15 0.985493 0.345 0.043 0.388
5 9.23628e+08 1.46641e+15 0.985462 0.309 0.038 0.346
========================================================================================================
Total time for 5 iterations is: 2.051731
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.539580
Number of unique clusters: 1513491
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1513491
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.086
Time to count edges: 0.123
Time to build the graph: 0.058
Total time: 0.266
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.23911e+08 1.70441e+15 0.985493 0.327 0.030 0.357
2 9.24904e+08 1.87787e+15 0.986356 0.305 0.040 0.345
3 9.24979e+08 1.87009e+15 0.986445 0.271 0.044 0.315
4 9.25029e+08 1.89679e+15 0.986468 0.237 0.032 0.269
5 9.25001e+08 1.87525e+15 0.986463 0.256 0.030 0.286
========================================================================================================
Total time for 5 iterations is: 1.571687
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.512149
Number of unique clusters: 1451669
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1451669
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.116
Time to count edges: 0.128
Time to build the graph: 0.090
Total time: 0.333
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.25029e+08 1.89679e+15 0.986468 0.191 0.020 0.211
2 9.25193e+08 1.95757e+15 0.986574 0.259 0.035 0.294
3 9.25193e+08 1.95364e+15 0.986578 0.231 0.012 0.243
4 9.25201e+08 1.96051e+15 0.986579 0.182 0.035 0.216
========================================================================================================
Total time for 4 iterations is: 0.963811
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.504415
Number of unique clusters: 1443179
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1443179
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.104
Time to count edges: 0.094
Time to build the graph: 0.053
Total time: 0.250
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.25193e+08 1.95364e+15 0.986578 0.202 0.024 0.226
2 9.25217e+08 1.97329e+15 0.986582 0.160 0.024 0.184
3 9.25217e+08 1.97161e+15 0.986583 0.218 0.039 0.257
4 9.25218e+08 1.97623e+15 0.986580 0.208 0.038 0.245
========================================================================================================
Total time for 4 iterations is: 0.912515
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.533364
Number of unique clusters: 1441582
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1441582
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.105
Time to count edges: 0.064
Time to build the graph: 0.045
Total time: 0.215
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.056
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.25217e+08 1.97161e+15 0.986583 0.191 0.044 0.235
2 9.2522e+08 1.98142e+15 0.986576 0.184 0.010 0.193
========================================================================================================
Total time for 2 iterations is: 0.427678
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.742013
Number of unique clusters: 1441582
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 8
Total number of iterations : 53
Final number of clusters : 1441582
Final modularity : 0.986583
Total time for clustering : 40.393576
Total time for building phases : 24.421987
********************************************
TOTAL TIME : 64.815563
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/it-2004.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 41291594, |T|= 41291594, |E|= 1150725436
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 1150725436 to 552674618
Done cumulative addition for edgeListPtrs: 0.044235 sec.
Time for allocating memory for edgeList = 0.015698
About to build edgeList...
Time for building edgeList = 1.991059
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 41291594
Number of edges : 552674618
Maximum out-degree is: 165628
Average out-degree is: 26.769353
Expected value of X^2: 50508.580875
Variance is : 49791.982641
Standard deviation : 223.141172
Isolated vertices : 4717247 (11.42%)
Degree-one vertices : 6780796 (16.42%)
Density : 0.000032%
*******************************************
|V|= 41291594, |E|= 552674618
Done duplicating the graph: 1.434053 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.534
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 2.08558e+12 -0.000002 17.552 0.042 17.594
2 8.81581e+07 3.20048e+13 0.079730 9.697 0.173 9.870
3 2.17093e+08 3.37378e+14 0.196126 3.935 0.041 3.977
4 3.29607e+08 4.48203e+14 0.297826 1.508 0.048 1.555
5 3.5618e+08 4.89527e+14 0.321833 1.239 0.014 1.253
6 3.63292e+08 5.09125e+14 0.328250 0.830 0.014 0.844
7 3.6962e+08 5.1536e+14 0.333971 0.696 0.013 0.709
8 3.72676e+08 5.26528e+14 0.336726 0.704 0.013 0.717
9 3.76012e+08 5.3151e+14 0.339740 0.731 0.013 0.744
10 3.7874e+08 5.41524e+14 0.342199 0.652 0.014 0.666
11 3.81092e+08 5.48307e+14 0.344321 0.715 0.016 0.731
12 3.82107e+08 5.52296e+14 0.345237 1.230 0.034 1.265
13 3.82987e+08 5.55324e+14 0.346031 1.459 0.038 1.497
14 3.83253e+08 5.58975e+14 0.346268 1.011 0.045 1.056
15 3.84358e+08 5.6221e+14 0.347265 1.310 0.054 1.364
16 3.84615e+08 5.6373e+14 0.347496 1.100 0.037 1.137
17 3.84979e+08 5.64021e+14 0.347826 1.122 0.034 1.157
18 3.85084e+08 5.63915e+14 0.347921 1.036 0.032 1.068
19 3.85218e+08 5.64077e+14 0.348042 1.208 0.056 1.264
20 3.8528e+08 5.63955e+14 0.348098 1.156 0.027 1.183
21 3.85385e+08 5.64105e+14 0.348192 1.180 0.049 1.229
22 3.85447e+08 5.6398e+14 0.348249 1.099 0.035 1.134
23 3.85546e+08 5.64137e+14 0.348339 1.288 0.044 1.331
24 3.85581e+08 5.64009e+14 0.348370 1.089 0.062 1.151
25 3.85671e+08 5.6416e+14 0.348452 1.375 0.024 1.398
26 3.85683e+08 5.64033e+14 0.348463 1.190 0.043 1.234
27 3.85748e+08 5.64177e+14 0.348521 1.267 0.049 1.316
28 3.85752e+08 5.64047e+14 0.348525 1.354 0.084 1.439
29 3.85813e+08 5.64188e+14 0.348580 1.416 0.033 1.450
30 3.85831e+08 5.64067e+14 0.348596 1.129 0.027 1.156
31 3.85882e+08 5.64207e+14 0.348642 1.168 0.032 1.200
32 3.85908e+08 5.64087e+14 0.348666 1.217 0.028 1.244
33 3.85944e+08 5.6422e+14 0.348699 1.041 0.032 1.073
34 3.8596e+08 5.64096e+14 0.348713 1.231 0.037 1.268
35 3.85989e+08 5.64227e+14 0.348739 1.392 0.029 1.420
36 3.85998e+08 5.64101e+14 0.348747 1.340 0.033 1.373
37 3.86024e+08 5.64231e+14 0.348771 1.160 0.028 1.188
38 3.86027e+08 5.64105e+14 0.348774 1.152 0.031 1.182
39 3.8605e+08 5.64235e+14 0.348794 1.121 0.046 1.166
40 3.8605e+08 5.64109e+14 0.348794 1.188 0.061 1.249
========================================================================================================
Total time for 40 iterations is: 74.851284
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 2.805563
Number of unique clusters: 3132574
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3132574
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.543
Time to count edges: 8.824
Time to build the graph: 0.174
Total time: 9.541
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.095
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.8605e+08 5.64235e+14 0.348794 0.246 0.029 0.274
2 1.01008e+09 9.27137e+14 0.913052 0.222 0.037 0.259
3 1.04026e+09 1.02326e+15 0.940274 0.159 0.038 0.196
4 1.04432e+09 1.04531e+15 0.943935 0.230 0.039 0.269
5 1.04535e+09 1.04029e+15 0.944866 0.198 0.039 0.237
6 1.04575e+09 1.04145e+15 0.945226 0.207 0.029 0.236
7 1.04589e+09 1.04084e+15 0.945352 0.197 0.043 0.240
8 1.04599e+09 1.04163e+15 0.945449 0.149 0.028 0.177
9 1.04606e+09 1.0409e+15 0.945507 0.190 0.029 0.220
10 1.04611e+09 1.04224e+15 0.945558 0.194 0.029 0.223
11 1.04611e+09 1.04094e+15 0.945555 0.188 0.042 0.230
========================================================================================================
Total time for 11 iterations is: 2.560963
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.373413
Number of unique clusters: 739781
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 739781
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.109
Time to count edges: 0.120
Time to build the graph: 0.080
Total time: 0.308
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.04611e+09 1.04224e+15 0.945558 0.198 0.038 0.237
2 1.08932e+09 1.82858e+15 0.984000 0.181 0.037 0.218
3 1.09449e+09 1.86338e+15 0.988653 0.146 0.028 0.174
4 1.09568e+09 2.24289e+15 0.989420 0.141 0.032 0.173
5 1.09556e+09 2.03724e+15 0.989472 0.138 0.041 0.180
6 1.09604e+09 2.24676e+15 0.989741 0.150 0.037 0.187
7 1.09569e+09 2.03868e+15 0.989590 0.125 0.040 0.165
========================================================================================================
Total time for 7 iterations is: 1.334355
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.092111
Number of unique clusters: 290348
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 290348
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.077
Time to count edges: 0.054
Time to build the graph: 0.048
Total time: 0.178
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.09604e+09 2.24676e+15 0.989741 0.106 0.027 0.133
2 1.10068e+09 4.19772e+15 0.992338 0.109 0.031 0.140
3 1.10117e+09 3.20538e+15 0.993591 0.106 0.026 0.131
4 1.10127e+09 3.29456e+15 0.993613 0.107 0.036 0.143
5 1.10124e+09 5.55336e+15 0.991740 0.107 0.032 0.140
========================================================================================================
Total time for 5 iterations is: 0.687128
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.043693
Number of unique clusters: 226798
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 226798
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.066
Time to count edges: 0.035
Time to build the graph: 0.056
Total time: 0.157
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.054
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.10127e+09 3.29456e+15 0.993613 0.085 0.027 0.112
2 1.10176e+09 5.11987e+15 0.992560 0.098 0.033 0.131
========================================================================================================
Total time for 2 iterations is: 0.243263
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.065288
Number of unique clusters: 226798
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 5
Total number of iterations : 65
Final number of clusters : 226798
Final modularity : 0.993613
Total time for clustering : 79.676993
Total time for building phases : 10.183944
********************************************
TOTAL TIME : 89.860937
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/sk-2005.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 50636154, |T|= 50636154, |E|= 1949412601
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 1949412601 to 945393551
Done cumulative addition for edgeListPtrs: 0.049293 sec.
Time for allocating memory for edgeList = 0.019583
About to build edgeList...
Time for building edgeList = 4.331292
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 50636154
Number of edges : 945393551
Maximum out-degree is: 2377874
Average out-degree is: 37.340654
Expected value of X^2: 758497.370986
Variance is : 757103.046551
Standard deviation : 870.116686
Isolated vertices : 5299639 (10.47%)
Degree-one vertices : 5654095 (11.17%)
Density : 0.000037%
*******************************************
|V|= 50636154, |E|= 945393551
Done duplicating the graph: 2.841384 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.835
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 3.84074e+13 -0.000011 14.555 0.016 14.571
2 1.16037e+08 1.64732e+14 0.061324 11.003 0.035 11.038
3 3.08729e+08 1.80282e+15 0.162777 6.234 0.052 6.287
4 4.32147e+08 3.20939e+15 0.227656 4.156 0.013 4.168
5 4.72666e+08 3.60127e+15 0.248976 2.326 0.023 2.349
6 4.87477e+08 3.81677e+15 0.256749 1.455 0.032 1.487
7 4.96489e+08 3.85584e+15 0.261505 1.364 0.016 1.380
8 4.97145e+08 3.9082e+15 0.261837 1.394 0.050 1.444
9 5.02392e+08 3.90459e+15 0.264613 1.234 0.022 1.256
10 5.03394e+08 3.94568e+15 0.265131 1.213 0.014 1.227
11 5.06846e+08 3.93138e+15 0.266961 1.634 0.017 1.651
12 5.05039e+08 3.95729e+15 0.265998 1.392 0.034 1.426
========================================================================================================
Total time for 12 iterations is: 48.284009
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 3.712980
Number of unique clusters: 2562193
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 2562193
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.238
Time to count edges: 5.152
Time to build the graph: 0.264
Total time: 5.654
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.06846e+08 3.93138e+15 0.266961 0.292 0.025 0.317
2 1.71108e+09 8.52677e+15 0.902573 0.486 0.009 0.496
3 1.75731e+09 8.65064e+15 0.926986 0.450 0.026 0.476
4 1.76427e+09 9.08904e+15 0.930544 0.134 0.010 0.144
5 1.76627e+09 8.85123e+15 0.931671 0.093 0.025 0.118
6 1.76692e+09 9.06016e+15 0.931956 0.108 0.021 0.129
7 1.76717e+09 8.85457e+15 0.932147 0.093 0.030 0.123
8 1.76728e+09 9.0427e+15 0.932148 0.141 0.010 0.151
9 1.76737e+09 8.85627e+15 0.932251 0.099 0.010 0.109
10 1.7674e+09 9.04005e+15 0.932214 0.119 0.010 0.129
========================================================================================================
Total time for 10 iterations is: 2.191767
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.286531
Number of unique clusters: 478029
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 478029
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.038
Time to count edges: 0.175
Time to build the graph: 0.037
Total time: 0.250
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.037
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.76737e+09 8.85627e+15 0.932251 0.070 0.028 0.098
2 1.8461e+09 2.77944e+16 0.968592 0.066 0.029 0.095
3 1.85299e+09 1.69436e+16 0.975271 0.056 0.009 0.064
4 1.86024e+09 2.61398e+16 0.976534 0.069 0.023 0.091
5 1.85732e+09 1.72482e+16 0.977474 0.053 0.031 0.083
6 1.86188e+09 2.42618e+16 0.977923 0.075 0.010 0.085
7 1.85803e+09 1.73569e+16 0.977818 0.029 0.036 0.065
========================================================================================================
Total time for 7 iterations is: 0.581620
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.055929
Number of unique clusters: 146066
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 146066
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
Time to count edges: 0.061
Time to build the graph: 0.029
Total time: 0.145
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.86188e+09 2.42618e+16 0.977923 0.038 0.020 0.058
2 1.87372e+09 2.85689e+16 0.982984 0.036 0.009 0.045
3 1.87443e+09 2.86674e+16 0.983331 0.028 0.044 0.072
4 1.87451e+09 2.86841e+16 0.983366 0.035 0.009 0.044
5 1.87452e+09 2.86835e+16 0.983375 0.026 0.037 0.063
6 1.87454e+09 2.8688e+16 0.983383 0.033 0.009 0.042
7 1.87455e+09 2.86839e+16 0.983391 0.050 0.009 0.060
8 1.87456e+09 2.86881e+16 0.983391 0.022 0.057 0.079
========================================================================================================
Total time for 8 iterations is: 0.461117
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.023222
Number of unique clusters: 120175
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 120175
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.054
Time to count edges: 0.021
Time to build the graph: 0.039
Total time: 0.114
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.034
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87455e+09 2.86839e+16 0.983391 0.019 0.013 0.032
2 1.87531e+09 2.92283e+16 0.983640 0.040 0.023 0.063
3 1.87535e+09 2.92544e+16 0.983653 0.019 0.009 0.027
4 1.87536e+09 2.92711e+16 0.983655 0.019 0.033 0.051
5 1.87536e+09 2.92698e+16 0.983656 0.043 0.009 0.052
6 1.87536e+09 2.92709e+16 0.983656 0.018 0.009 0.027
========================================================================================================
Total time for 6 iterations is: 0.251802
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.044548
Number of unique clusters: 117431
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 117431
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.079
Time to count edges: 0.021
Time to build the graph: 0.018
Total time: 0.119
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.068
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87536e+09 2.92698e+16 0.983656 0.019 0.013 0.032
2 1.87537e+09 2.92731e+16 0.983659 0.043 0.019 0.062
3 1.87537e+09 2.92728e+16 0.983659 0.017 0.005 0.023
========================================================================================================
Total time for 3 iterations is: 0.116622
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.037719
Number of unique clusters: 117189
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 117189
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.028
Time to count edges: 0.033
Time to build the graph: 0.039
Total time: 0.100
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.048
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87537e+09 2.92731e+16 0.983659 0.041 0.016 0.058
2 1.87537e+09 2.92733e+16 0.983659 0.039 0.019 0.058
========================================================================================================
Total time for 2 iterations is: 0.115382
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.028715
Number of unique clusters: 117189
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 7
Total number of iterations : 48
Final number of clusters : 117189
Final modularity : 0.983659
Total time for clustering : 52.002320
Total time for building phases : 6.381556
********************************************
TOTAL TIME : 58.383875
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/com-LiveJournal.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 3997962, |T|= 3997962, |E|= 34681189
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 34681189 to 34681190
Done cumulative addition for edgeListPtrs: 0.005550 sec.
Time for allocating memory for edgeList = 0.006501
About to build edgeList...
Time for building edgeList = 0.255973
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 3997962
Number of edges : 34681190
Maximum out-degree is: 14815
Average out-degree is: 17.349435
Expected value of X^2: 2146.318243
Variance is : 1845.315364
Standard deviation : 42.957134
Isolated vertices : 0 (0.00%)
Degree-one vertices : 785929 (19.66%)
Density : 0.000217%
*******************************************
|V|= 3997962, |E|= 34681190
Done duplicating the graph: 0.106237 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.081
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 8.5809e+09 -0.000002 1.231 0.015 1.246
2 3.86497e+06 1.09252e+10 0.055719 1.319 0.026 1.344
3 8.86056e+06 1.5684e+11 0.127710 1.712 0.026 1.738
4 1.46802e+07 5.88175e+11 0.211523 1.386 0.020 1.406
5 2.10335e+07 5.6318e+12 0.302070 0.943 0.050 0.993
6 2.71157e+07 2.13796e+13 0.386484 0.703 0.012 0.715
7 3.14426e+07 3.64172e+13 0.445740 0.679 0.030 0.710
8 3.42147e+07 4.70816e+13 0.483489 0.559 0.025 0.584
9 3.60347e+07 5.52474e+13 0.508031 0.574 0.026 0.600
10 3.73524e+07 6.21007e+13 0.525603 0.424 0.024 0.448
11 3.83569e+07 6.81518e+13 0.538828 0.448 0.038 0.486
12 3.91782e+07 7.40435e+13 0.549444 0.447 0.016 0.463
13 3.98398e+07 7.98269e+13 0.557780 0.356 0.030 0.386
14 4.04178e+07 8.58035e+13 0.564871 0.365 0.017 0.382
15 4.09274e+07 9.18322e+13 0.570964 0.342 0.015 0.357
16 4.14238e+07 9.8517e+13 0.576732 0.347 0.026 0.373
17 4.19457e+07 1.05792e+14 0.582744 0.317 0.034 0.351
18 4.24352e+07 1.1347e+14 0.588205 0.320 0.024 0.344
19 4.28852e+07 1.2123e+14 0.593080 0.352 0.040 0.391
20 4.33154e+07 1.28868e+14 0.597695 0.354 0.044 0.397
21 4.37246e+07 1.3574e+14 0.602166 0.362 0.010 0.372
22 4.40342e+07 1.40723e+14 0.605593 0.305 0.025 0.331
23 4.42429e+07 1.44277e+14 0.607864 0.312 0.034 0.346
24 4.44321e+07 1.47509e+14 0.609919 0.328 0.030 0.358
25 4.46043e+07 1.50426e+14 0.611796 0.372 0.010 0.382
26 4.47702e+07 1.5303e+14 0.613646 0.356 0.016 0.372
27 4.49076e+07 1.55167e+14 0.615183 0.373 0.031 0.403
28 4.50357e+07 1.569e+14 0.616670 0.345 0.015 0.361
29 4.51423e+07 1.58329e+14 0.617910 0.321 0.035 0.356
30 4.52312e+07 1.59656e+14 0.618915 0.309 0.031 0.340
31 4.53087e+07 1.60903e+14 0.619773 0.352 0.021 0.373
32 4.53906e+07 1.62192e+14 0.620686 0.322 0.028 0.350
33 4.54681e+07 1.63549e+14 0.621522 0.295 0.029 0.324
34 4.55524e+07 1.64964e+14 0.622443 0.327 0.042 0.369
35 4.56345e+07 1.66456e+14 0.623316 0.359 0.045 0.404
36 4.57223e+07 1.68048e+14 0.624252 0.307 0.010 0.318
37 4.58107e+07 1.6975e+14 0.625172 0.302 0.025 0.327
38 4.5898e+07 1.71372e+14 0.626094 0.302 0.010 0.312
39 4.59818e+07 1.7315e+14 0.626932 0.394 0.028 0.422
40 4.60754e+07 1.74994e+14 0.627898 0.389 0.021 0.410
41 4.61662e+07 1.76792e+14 0.628834 0.289 0.040 0.329
42 4.62564e+07 1.78607e+14 0.629757 0.314 0.018 0.332
43 4.63388e+07 1.80354e+14 0.630582 0.339 0.011 0.350
44 4.64221e+07 1.82065e+14 0.631427 0.346 0.024 0.371
45 4.64971e+07 1.83694e+14 0.632169 0.282 0.010 0.292
46 4.6571e+07 1.85255e+14 0.632911 0.311 0.021 0.332
47 4.66338e+07 1.8664e+14 0.633528 0.281 0.010 0.291
48 4.67004e+07 1.88042e+14 0.634197 0.302 0.040 0.342
49 4.67608e+07 1.89421e+14 0.634781 0.293 0.025 0.318
50 4.68194e+07 1.90672e+14 0.635366 0.404 0.010 0.414
51 4.6871e+07 1.91839e+14 0.635867 0.315 0.015 0.331
52 4.69245e+07 1.92989e+14 0.636399 0.269 0.047 0.317
53 4.69762e+07 1.94136e+14 0.636907 0.229 0.025 0.253
54 4.70259e+07 1.95155e+14 0.637410 0.324 0.035 0.359
55 4.70651e+07 1.96051e+14 0.637790 0.345 0.016 0.361
56 4.71074e+07 1.96923e+14 0.638218 0.278 0.029 0.307
57 4.71413e+07 1.97702e+14 0.638545 0.298 0.013 0.311
58 4.71724e+07 1.98389e+14 0.638851 0.317 0.030 0.347
59 4.71987e+07 1.99025e+14 0.639098 0.271 0.032 0.303
60 4.72294e+07 1.99668e+14 0.639407 0.292 0.010 0.302
61 4.72561e+07 2.0023e+14 0.639676 0.317 0.026 0.343
62 4.72828e+07 2.00756e+14 0.639951 0.269 0.030 0.298
63 4.73005e+07 2.01231e+14 0.640107 0.314 0.019 0.333
64 4.7322e+07 2.01714e+14 0.640316 0.287 0.036 0.323
65 4.734e+07 2.02172e+14 0.640481 0.310 0.041 0.351
66 4.73616e+07 2.02606e+14 0.640703 0.334 0.031 0.364
67 4.73775e+07 2.02996e+14 0.640851 0.279 0.040 0.319
68 4.73936e+07 2.03315e+14 0.641016 0.356 0.025 0.381
69 4.7403e+07 2.03569e+14 0.641099 0.305 0.020 0.326
70 4.74171e+07 2.03853e+14 0.641243 0.283 0.010 0.292
71 4.74281e+07 2.0412e+14 0.641346 0.263 0.013 0.276
72 4.74421e+07 2.04362e+14 0.641497 0.302 0.043 0.344
73 4.7451e+07 2.04577e+14 0.641582 0.294 0.041 0.335
74 4.74622e+07 2.04747e+14 0.641707 0.292 0.010 0.302
75 4.74684e+07 2.04925e+14 0.641760 0.303 0.020 0.323
76 4.74792e+07 2.05092e+14 0.641881 0.315 0.025 0.340
77 4.74857e+07 2.05259e+14 0.641940 0.284 0.028 0.312
78 4.74944e+07 2.05371e+14 0.642042 0.322 0.015 0.337
79 4.74972e+07 2.05451e+14 0.642066 0.382 0.015 0.396
80 4.7504e+07 2.05546e+14 0.642145 0.270 0.015 0.285
81 4.75069e+07 2.05619e+14 0.642170 0.292 0.040 0.332
82 4.75143e+07 2.05722e+14 0.642256 0.267 0.050 0.317
83 4.75169e+07 2.05799e+14 0.642278 0.280 0.015 0.296
84 4.75238e+07 2.05907e+14 0.642355 0.245 0.025 0.271
85 4.75251e+07 2.05952e+14 0.642363 0.224 0.026 0.250
86 4.75308e+07 2.06031e+14 0.642429 0.321 0.036 0.357
87 4.75319e+07 2.06072e+14 0.642437 0.300 0.052 0.352
88 4.75375e+07 2.06152e+14 0.642501 0.262 0.011 0.273
89 4.75376e+07 2.06165e+14 0.642499 0.310 0.021 0.331
========================================================================================================
Total time for 89 iterations is: 36.866326
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.654543
Number of unique clusters: 259180
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 259180
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.305
Time to count edges: 4.430
Time to build the graph: 0.089
Total time: 4.825
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.75375e+07 2.06152e+14 0.642501 0.434 0.010 0.443
2 5.30471e+07 3.32745e+14 0.695621 0.300 0.011 0.311
3 5.36851e+07 3.17236e+14 0.708042 0.192 0.030 0.222
4 5.46774e+07 3.4849e+14 0.715851 0.216 0.019 0.235
5 5.43935e+07 3.21737e+14 0.717319 0.199 0.048 0.247
6 5.50592e+07 3.49566e+14 0.721133 0.181 0.034 0.215
7 5.46341e+07 3.22899e+14 0.720547 0.216 0.036 0.252
========================================================================================================
Total time for 7 iterations is: 1.925607
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.029189
Number of unique clusters: 29163
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 29163
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.037
Time to count edges: 0.267
Time to build the graph: 0.024
Total time: 0.328
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.062
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.50592e+07 3.49566e+14 0.721133 0.058 0.023 0.081
2 5.68045e+07 3.95365e+14 0.736775 0.066 0.009 0.075
3 5.68383e+07 3.87595e+14 0.738878 0.069 0.023 0.092
4 5.70941e+07 3.98672e+14 0.740263 0.057 0.024 0.081
5 5.69869e+07 3.89272e+14 0.740672 0.052 0.014 0.067
6 5.71814e+07 3.99246e+14 0.741402 0.052 0.009 0.061
7 5.70311e+07 3.89442e+14 0.741274 0.085 0.029 0.114
========================================================================================================
Total time for 7 iterations is: 0.571460
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002255
Number of unique clusters: 3588
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3588
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
Time to count edges: 0.023
Time to build the graph: 0.061
Total time: 0.114
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.71814e+07 3.99246e+14 0.741402 0.026 0.009 0.036
2 5.75729e+07 4.05302e+14 0.745788 0.039 0.020 0.059
3 5.76895e+07 4.0962e+14 0.746571 0.035 0.009 0.044
4 5.77098e+07 4.10217e+14 0.746741 0.017 0.013 0.030
5 5.77162e+07 4.10606e+14 0.746752 0.053 0.014 0.066
6 5.77205e+07 4.10726e+14 0.746789 0.018 0.009 0.027
7 5.77201e+07 4.10749e+14 0.746778 0.041 0.035 0.076
========================================================================================================
Total time for 7 iterations is: 0.337754
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000306
Number of unique clusters: 1969
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1969
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.046
Time to count edges: 0.039
Time to build the graph: 0.029
Total time: 0.114
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.77205e+07 4.10726e+14 0.746789 0.017 0.046 0.063
2 5.77846e+07 4.13265e+14 0.747185 0.035 0.009 0.044
3 5.77936e+07 4.1382e+14 0.747200 0.035 0.020 0.055
4 5.77934e+07 4.13793e+14 0.747202 0.017 0.009 0.026
5 5.77934e+07 4.13793e+14 0.747202 0.035 0.018 0.053
========================================================================================================
Total time for 5 iterations is: 0.240645
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000208
Number of unique clusters: 1884
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1884
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.035
Total time: 0.070
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.77934e+07 4.13793e+14 0.747202 0.030 0.020 0.050
2 5.7794e+07 4.13829e+14 0.747204 0.061 0.005 0.066
3 5.7794e+07 4.13829e+14 0.747204 0.029 0.014 0.043
========================================================================================================
Total time for 3 iterations is: 0.159922
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000182
Number of unique clusters: 1880
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1880
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.047
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.073
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.7794e+07 4.13829e+14 0.747204 0.025 0.009 0.033
2 5.7794e+07 4.13829e+14 0.747204 0.035 0.032 0.066
========================================================================================================
Total time for 2 iterations is: 0.099836
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000246
Number of unique clusters: 1880
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 7
Total number of iterations : 120
Final number of clusters : 1880
Final modularity : 0.747204
Total time for clustering : 40.201550
Total time for building phases : 5.523156
********************************************
TOTAL TIME : 45.724706
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/com-Orkut.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 3072441, |T|= 3072441, |E|= 117185083
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 117185083 to 117185084
Done cumulative addition for edgeListPtrs: 0.003286 sec.
Time for allocating memory for edgeList = 0.011183
About to build edgeList...
Time for building edgeList = 0.804384
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 3072441
Number of edges : 117185084
Maximum out-degree is: 33313
Average out-degree is: 76.281422
Expected value of X^2: 29776.097734
Variance is : 23957.242416
Standard deviation : 154.781273
Isolated vertices : 0 (0.00%)
Degree-one vertices : 67767 (2.21%)
Density : 0.001241%
*******************************************
|V|= 3072441, |E|= 117185084
Done duplicating the graph: 0.176479 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.109
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 9.14853e+10 -0.000002 3.119 0.020 3.139
2 2.25913e+06 1.04924e+11 0.009637 3.115 0.015 3.130
3 1.15266e+07 1.10278e+12 0.049161 3.502 0.018 3.520
4 3.62794e+07 3.76762e+13 0.154109 2.361 0.015 2.376
5 6.11171e+07 1.71693e+14 0.257646 1.434 0.026 1.460
6 7.52817e+07 2.77059e+14 0.316165 1.214 0.031 1.245
7 8.52014e+07 3.76713e+14 0.356675 1.213 0.015 1.228
8 9.33787e+07 4.78423e+14 0.389714 1.059 0.014 1.073
9 1.00044e+08 5.83798e+14 0.416236 1.021 0.010 1.032
10 1.05387e+08 6.92633e+14 0.437049 1.005 0.016 1.021
11 1.09239e+08 8.04263e+14 0.451456 0.821 0.025 0.846
12 1.12946e+08 9.32716e+14 0.464932 0.963 0.016 0.979
13 1.1654e+08 1.08065e+15 0.477573 0.934 0.019 0.954
14 1.2053e+08 1.24818e+15 0.491550 0.905 0.015 0.920
15 1.24516e+08 1.43354e+15 0.505180 0.918 0.020 0.938
16 1.27889e+08 1.60222e+15 0.516502 0.761 0.014 0.776
17 1.30638e+08 1.75752e+15 0.525405 0.693 0.011 0.704
18 1.33384e+08 1.90242e+15 0.534483 0.817 0.015 0.833
19 1.35747e+08 2.03946e+15 0.542068 0.774 0.027 0.801
20 1.38057e+08 2.16863e+15 0.549574 0.716 0.020 0.736
21 1.40036e+08 2.29411e+15 0.555733 0.705 0.017 0.723
22 1.42056e+08 2.4133e+15 0.562183 0.580 0.012 0.592
23 1.43814e+08 2.52765e+15 0.567605 0.670 0.015 0.685
24 1.45644e+08 2.63737e+15 0.573412 0.632 0.013 0.645
25 1.4725e+08 2.7382e+15 0.578432 0.612 0.010 0.622
26 1.48865e+08 2.83029e+15 0.583644 0.551 0.014 0.565
27 1.50235e+08 2.91478e+15 0.587953 0.577 0.016 0.593
28 1.51535e+08 2.99067e+15 0.592117 0.590 0.044 0.634
29 1.5254e+08 3.0589e+15 0.595163 0.580 0.025 0.604
30 1.53597e+08 3.1227e+15 0.598512 0.575 0.031 0.606
31 1.54355e+08 3.17795e+15 0.600738 0.588 0.015 0.603
32 1.55155e+08 3.23077e+15 0.603191 0.523 0.024 0.547
33 1.55727e+08 3.2781e+15 0.604770 0.609 0.051 0.659
34 1.56374e+08 3.32501e+15 0.606679 0.518 0.010 0.528
35 1.56856e+08 3.36684e+15 0.607971 0.514 0.020 0.533
36 1.57399e+08 3.4076e+15 0.609547 0.578 0.029 0.607
37 1.57781e+08 3.44412e+15 0.610514 0.538 0.025 0.563
38 1.58243e+08 3.48114e+15 0.611810 0.512 0.009 0.521
39 1.58589e+08 3.5139e+15 0.612691 0.532 0.011 0.543
40 1.59025e+08 3.54942e+15 0.613903 0.538 0.062 0.600
41 1.59327e+08 3.57971e+15 0.614639 0.628 0.015 0.643
42 1.59694e+08 3.6125e+15 0.615607 0.549 0.012 0.561
43 1.59945e+08 3.64348e+15 0.616115 0.531 0.010 0.540
44 1.603e+08 3.67947e+15 0.616977 0.550 0.021 0.571
45 1.60567e+08 3.71331e+15 0.617499 0.493 0.043 0.535
46 1.60935e+08 3.75227e+15 0.618357 0.578 0.025 0.603
47 1.61255e+08 3.79288e+15 0.618984 0.453 0.009 0.462
48 1.61702e+08 3.83872e+15 0.620056 0.546 0.030 0.576
49 1.62143e+08 3.88647e+15 0.621068 0.453 0.030 0.482
50 1.62757e+08 3.93894e+15 0.622734 0.434 0.010 0.445
51 1.63119e+08 3.96601e+15 0.623789 0.477 0.014 0.491
52 1.63269e+08 3.97791e+15 0.624209 0.500 0.030 0.531
53 1.63337e+08 3.98461e+15 0.624379 0.496 0.011 0.507
54 1.63477e+08 3.99485e+15 0.624790 0.447 0.021 0.468
55 1.63558e+08 4.00153e+15 0.625012 0.492 0.036 0.527
56 1.63689e+08 4.01193e+15 0.625381 0.448 0.010 0.459
57 1.63769e+08 4.01845e+15 0.625606 0.491 0.010 0.501
58 1.6389e+08 4.02845e+15 0.625940 0.495 0.015 0.510
59 1.63943e+08 4.03471e+15 0.626052 0.446 0.020 0.466
60 1.6404e+08 4.0439e+15 0.626300 0.498 0.014 0.512
61 1.64073e+08 4.04865e+15 0.626353 0.451 0.016 0.467
62 1.64155e+08 4.05672e+15 0.626555 0.424 0.019 0.443
63 1.64189e+08 4.061e+15 0.626622 0.447 0.024 0.470
64 1.64262e+08 4.06747e+15 0.626818 0.457 0.012 0.469
65 1.64288e+08 4.07177e+15 0.626848 0.463 0.029 0.492
66 1.64367e+08 4.07896e+15 0.627056 0.430 0.022 0.452
67 1.64413e+08 4.08484e+15 0.627143 0.511 0.031 0.542
68 1.64534e+08 4.09329e+15 0.627507 0.455 0.015 0.469
69 1.64581e+08 4.09977e+15 0.627591 0.466 0.040 0.505
70 1.64694e+08 4.10609e+15 0.627956 0.498 0.024 0.522
71 1.64697e+08 4.11219e+15 0.627859 0.465 0.028 0.493
========================================================================================================
Total time for 71 iterations is: 55.398158
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.091466
Number of unique clusters: 4687
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 4687
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 34.571
Time to build the graph: 0.038
Total time: 34.635
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.64694e+08 4.10609e+15 0.627956 0.049 0.018 0.066
2 1.80379e+08 5.8427e+15 0.663265 0.025 0.008 0.033
3 1.84466e+08 6.41315e+15 0.670317 0.063 0.025 0.088
4 1.85716e+08 6.60298e+15 0.672196 0.016 0.008 0.024
5 1.8573e+08 6.57653e+15 0.672737 0.036 0.021 0.058
6 1.86654e+08 6.75374e+15 0.673454 0.014 0.009 0.022
7 1.86219e+08 6.64578e+15 0.673562 0.050 0.018 0.068
8 1.86964e+08 6.79643e+15 0.673998 0.023 0.008 0.031
9 1.86584e+08 6.6921e+15 0.674276 0.034 0.018 0.052
10 1.8715e+08 6.81535e+15 0.674448 0.031 0.008 0.039
11 1.86582e+08 6.69145e+15 0.674282 0.017 0.008 0.026
========================================================================================================
Total time for 11 iterations is: 0.507121
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000162
Number of unique clusters: 172
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 172
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.041
Time to count edges: 0.103
Time to build the graph: 0.018
Total time: 0.162
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.056
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8715e+08 6.81535e+15 0.674448 0.013 0.014 0.026
2 1.954e+08 8.61183e+15 0.676942 0.043 0.019 0.062
3 1.95897e+08 8.7157e+15 0.677175 0.016 0.009 0.025
4 1.95919e+08 8.71788e+15 0.677228 0.048 0.029 0.077
5 1.95919e+08 8.71788e+15 0.677228 0.015 0.009 0.024
========================================================================================================
Total time for 5 iterations is: 0.213896
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000009
Number of unique clusters: 30
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 30
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
Time to count edges: 0.018
Time to build the graph: 0.013
Total time: 0.088
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.037
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.95919e+08 8.71788e+15 0.677228 0.036 0.020 0.057
2 1.96093e+08 8.75402e+15 0.677311 0.028 0.014 0.042
3 1.96049e+08 8.73966e+15 0.677388 0.039 0.019 0.058
4 1.96049e+08 8.73939e+15 0.677392 0.017 0.043 0.060
5 1.96049e+08 8.73939e+15 0.677392 0.028 0.009 0.037
========================================================================================================
Total time for 5 iterations is: 0.253308
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000004
Number of unique clusters: 25
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 25
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.043
Time to count edges: 0.020
Time to build the graph: 0.037
Total time: 0.100
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.048
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.96049e+08 8.73939e+15 0.677392 0.043 0.015 0.058
2 1.96049e+08 8.73939e+15 0.677392 0.020 0.008 0.029
========================================================================================================
Total time for 2 iterations is: 0.087007
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000004
Number of unique clusters: 25
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 5
Total number of iterations : 94
Final number of clusters : 25
Final modularity : 0.677392
Total time for clustering : 56.459490
Total time for building phases : 34.985299
********************************************
TOTAL TIME : 91.444789
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/asia_osm.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 11950757, |T|= 11950757, |E|= 12711603
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 12711603 to 12711604
Done cumulative addition for edgeListPtrs: 0.024490 sec.
Time for allocating memory for edgeList = 0.011178
About to build edgeList...
Time for building edgeList = 0.061574
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 11950757
Number of edges : 12711604
Maximum out-degree is: 9
Average out-degree is: 2.127330
Expected value of X^2: 4.760596
Variance is : 0.235062
Standard deviation : 0.484832
Isolated vertices : 0 (0.00%)
Degree-one vertices : 417257 (3.49%)
Density : 0.000009%
*******************************************
|V|= 11950757, |E|= 12711604
Done duplicating the graph: 0.043381 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.078
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 5.68927e+07 -0.000000 0.182 0.010 0.193
2 3.22327e+06 7.37192e+07 0.126785 0.227 0.011 0.238
3 4.7676e+06 8.48207e+07 0.187529 0.184 0.027 0.211
4 5.6832e+06 9.06681e+07 0.223544 0.171 0.008 0.178
5 6.15004e+06 9.41657e+07 0.241906 0.160 0.011 0.170
6 6.57489e+06 9.6419e+07 0.258617 0.158 0.011 0.168
7 6.93421e+06 9.86696e+07 0.272751 0.154 0.012 0.167
8 7.16794e+06 9.98428e+07 0.281945 0.166 0.021 0.187
9 7.41576e+06 1.01338e+08 0.291692 0.166 0.011 0.177
10 7.59394e+06 1.02135e+08 0.298701 0.158 0.008 0.166
11 7.756e+06 1.03102e+08 0.305075 0.152 0.011 0.163
12 7.92013e+06 1.03768e+08 0.311531 0.154 0.011 0.165
13 8.02965e+06 1.04512e+08 0.315839 0.155 0.016 0.171
14 8.15209e+06 1.04912e+08 0.320655 0.187 0.010 0.197
15 8.26433e+06 1.05658e+08 0.325070 0.154 0.011 0.165
16 8.35368e+06 1.05922e+08 0.328584 0.156 0.012 0.168
17 8.43676e+06 1.06492e+08 0.331853 0.187 0.011 0.198
18 8.53357e+06 1.06779e+08 0.335661 0.155 0.011 0.166
19 8.59436e+06 1.07285e+08 0.338052 0.154 0.011 0.165
20 8.66887e+06 1.07444e+08 0.340983 0.153 0.011 0.163
21 8.73896e+06 1.07965e+08 0.343739 0.164 0.015 0.179
22 8.7947e+06 1.08083e+08 0.345932 0.165 0.022 0.187
23 8.84878e+06 1.08499e+08 0.348059 0.153 0.011 0.164
24 8.91617e+06 1.08658e+08 0.350710 0.150 0.011 0.160
25 8.95257e+06 1.09046e+08 0.352142 0.143 0.026 0.169
26 9.00497e+06 1.09094e+08 0.354203 0.165 0.011 0.176
27 9.05546e+06 1.09536e+08 0.356188 0.152 0.010 0.162
28 9.09423e+06 1.09561e+08 0.357714 0.154 0.011 0.165
29 9.13069e+06 1.09908e+08 0.359148 0.161 0.007 0.168
30 9.18204e+06 1.09992e+08 0.361167 0.148 0.023 0.171
31 9.2072e+06 1.10313e+08 0.362157 0.177 0.011 0.189
32 9.24752e+06 1.10318e+08 0.363743 0.187 0.027 0.214
33 9.28486e+06 1.1069e+08 0.365212 0.152 0.011 0.163
34 9.31323e+06 1.10675e+08 0.366328 0.147 0.012 0.159
35 9.34086e+06 1.10981e+08 0.367415 0.170 0.019 0.189
36 9.3828e+06 1.11012e+08 0.369064 0.153 0.011 0.164
37 9.39929e+06 1.11305e+08 0.369713 0.156 0.003 0.159
38 9.43102e+06 1.11264e+08 0.370961 0.130 0.010 0.141
39 9.46156e+06 1.11609e+08 0.372162 0.148 0.011 0.158
40 9.48392e+06 1.11565e+08 0.373042 0.147 0.011 0.158
41 9.50442e+06 1.11834e+08 0.373848 0.140 0.011 0.151
42 9.53935e+06 1.11842e+08 0.375222 0.165 0.016 0.181
43 9.55173e+06 1.12104e+08 0.375709 0.189 0.010 0.200
44 9.57871e+06 1.12048e+08 0.376770 0.149 0.011 0.160
45 9.60254e+06 1.12364e+08 0.377708 0.162 0.032 0.194
46 9.62061e+06 1.12293e+08 0.378418 0.185 0.012 0.198
47 9.63756e+06 1.12552e+08 0.379085 0.189 0.011 0.200
48 9.66838e+06 1.12532e+08 0.380297 0.171 0.015 0.186
49 9.67672e+06 1.12781e+08 0.380625 0.135 0.020 0.155
50 9.6994e+06 1.12706e+08 0.381518 0.160 0.012 0.173
51 9.72031e+06 1.12999e+08 0.382340 0.185 0.022 0.207
52 9.73594e+06 1.1292e+08 0.382955 0.159 0.011 0.170
53 9.74897e+06 1.13158e+08 0.383467 0.151 0.010 0.161
54 9.77549e+06 1.13121e+08 0.384510 0.149 0.011 0.159
55 9.78231e+06 1.13359e+08 0.384778 0.154 0.013 0.168
56 9.80288e+06 1.13269e+08 0.385588 0.194 0.011 0.205
57 9.81983e+06 1.1355e+08 0.386254 0.151 0.012 0.162
58 9.83316e+06 1.13453e+08 0.386779 0.163 0.026 0.189
59 9.84462e+06 1.13685e+08 0.387230 0.167 0.021 0.188
60 9.86881e+06 1.13635e+08 0.388181 0.150 0.011 0.161
61 9.87336e+06 1.13859e+08 0.388360 0.212 0.010 0.223
62 9.8913e+06 1.13762e+08 0.389065 0.147 0.011 0.158
63 9.90622e+06 1.14024e+08 0.389653 0.105 0.011 0.116
64 9.9189e+06 1.13924e+08 0.390151 0.099 0.011 0.109
65 9.92772e+06 1.14148e+08 0.390498 0.102 0.011 0.112
66 9.94896e+06 1.14079e+08 0.391334 0.095 0.011 0.105
67 9.95325e+06 1.14299e+08 0.391502 0.110 0.011 0.120
68 9.97001e+06 1.14192e+08 0.392162 0.100 0.011 0.111
69 9.98211e+06 1.14446e+08 0.392638 0.104 0.011 0.115
70 9.99332e+06 1.14336e+08 0.393079 0.107 0.011 0.118
71 1.00015e+07 1.1455e+08 0.393401 0.105 0.011 0.115
72 1.00212e+07 1.14476e+08 0.394175 0.101 0.008 0.110
73 1.0024e+07 1.14686e+08 0.394284 0.098 0.011 0.109
74 1.0039e+07 1.14575e+08 0.394873 0.104 0.011 0.115
75 1.00497e+07 1.14818e+08 0.395297 0.106 0.011 0.117
76 1.00608e+07 1.14702e+08 0.395731 0.105 0.011 0.115
77 1.0067e+07 1.14915e+08 0.395977 0.104 0.011 0.115
78 1.00843e+07 1.14823e+08 0.396657 0.100 0.011 0.111
79 1.00873e+07 1.15033e+08 0.396774 0.105 0.011 0.115
80 1.01016e+07 1.14919e+08 0.397338 0.106 0.008 0.113
81 1.01101e+07 1.1515e+08 0.397672 0.106 0.011 0.117
82 1.012e+07 1.1503e+08 0.398060 0.106 0.011 0.118
83 1.0126e+07 1.15235e+08 0.398295 0.097 0.011 0.108
84 1.01423e+07 1.15142e+08 0.398938 0.111 0.011 0.122
85 1.01439e+07 1.15347e+08 0.399000 0.101 0.011 0.112
86 1.01565e+07 1.15223e+08 0.399498 0.103 0.011 0.114
87 1.01644e+07 1.15451e+08 0.399809 0.107 0.011 0.118
88 1.01741e+07 1.15326e+08 0.400190 0.107 0.011 0.117
89 1.01783e+07 1.1553e+08 0.400356 0.101 0.011 0.112
90 1.01928e+07 1.15426e+08 0.400923 0.106 0.010 0.116
91 1.01946e+07 1.15625e+08 0.400994 0.103 0.010 0.113
92 1.0207e+07 1.15503e+08 0.401482 0.102 0.011 0.113
93 1.02129e+07 1.15721e+08 0.401714 0.100 0.010 0.110
94 1.02214e+07 1.15593e+08 0.402051 0.110 0.010 0.120
95 1.02256e+07 1.15794e+08 0.402213 0.102 0.010 0.112
96 1.02392e+07 1.15685e+08 0.402750 0.108 0.010 0.118
97 1.02397e+07 1.15882e+08 0.402768 0.101 0.011 0.111
98 1.02505e+07 1.15751e+08 0.403193 0.100 0.010 0.110
99 1.02559e+07 1.15966e+08 0.403406 0.102 0.011 0.113
100 1.02646e+07 1.15837e+08 0.403748 0.102 0.011 0.113
101 1.02672e+07 1.16033e+08 0.403851 0.101 0.011 0.111
102 1.02791e+07 1.15917e+08 0.404321 0.104 0.011 0.115
103 1.02799e+07 1.1611e+08 0.404351 0.111 0.011 0.122
104 1.02905e+07 1.15981e+08 0.404768 0.107 0.011 0.117
105 1.02942e+07 1.16191e+08 0.404915 0.097 0.010 0.108
106 1.03018e+07 1.16054e+08 0.405214 0.106 0.011 0.116
107 1.03045e+07 1.16249e+08 0.405318 0.093 0.011 0.104
108 1.03161e+07 1.1613e+08 0.405776 0.102 0.010 0.113
109 1.03159e+07 1.16323e+08 0.405766 0.103 0.011 0.113
========================================================================================================
Total time for 109 iterations is: 16.265685
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.960481
Number of unique clusters: 6170334
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 6170334
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.794
Time to count edges: 0.564
Time to build the graph: 0.041
Total time: 1.399
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.035
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.03161e+07 1.1613e+08 0.405776 0.082 0.010 0.092
2 1.4087e+07 1.73269e+08 0.554100 0.074 0.010 0.084
3 1.53633e+07 2.14667e+08 0.604302 0.078 0.010 0.088
4 1.57701e+07 2.2753e+08 0.620302 0.138 0.010 0.148
5 1.5944e+07 2.34839e+08 0.627143 0.076 0.040 0.116
6 1.61136e+07 2.38549e+08 0.633814 0.093 0.026 0.119
7 1.62462e+07 2.42679e+08 0.639031 0.121 0.028 0.150
8 1.63494e+07 2.44255e+08 0.643089 0.081 0.011 0.092
9 1.64425e+07 2.4697e+08 0.646749 0.097 0.022 0.119
10 1.65204e+07 2.47709e+08 0.649817 0.075 0.010 0.085
11 1.65878e+07 2.49758e+08 0.652468 0.124 0.022 0.146
12 1.66553e+07 2.50208e+08 0.655122 0.133 0.015 0.148
13 1.67048e+07 2.51855e+08 0.657069 0.120 0.015 0.135
14 1.67577e+07 2.5198e+08 0.659149 0.111 0.035 0.146
15 1.68022e+07 2.53474e+08 0.660901 0.112 0.010 0.122
16 1.68442e+07 2.53423e+08 0.662553 0.124 0.006 0.130
17 1.68804e+07 2.54799e+08 0.663976 0.132 0.011 0.143
18 1.69166e+07 2.54603e+08 0.665399 0.127 0.010 0.137
19 1.69454e+07 2.55874e+08 0.666531 0.121 0.010 0.132
20 1.69782e+07 2.55585e+08 0.667823 0.121 0.010 0.131
21 1.70065e+07 2.56784e+08 0.668934 0.122 0.009 0.132
22 1.70339e+07 2.56426e+08 0.670015 0.148 0.022 0.170
23 1.70573e+07 2.57543e+08 0.670936 0.106 0.015 0.121
24 1.7085e+07 2.57172e+08 0.672023 0.082 0.021 0.103
25 1.71044e+07 2.58249e+08 0.672787 0.121 0.024 0.145
26 1.71293e+07 2.57794e+08 0.673764 0.104 0.031 0.135
27 1.71465e+07 2.58839e+08 0.674441 0.125 0.007 0.132
28 1.7169e+07 2.58369e+08 0.675327 0.084 0.021 0.104
29 1.71846e+07 2.5938e+08 0.675942 0.141 0.010 0.151
30 1.72043e+07 2.58864e+08 0.676715 0.119 0.007 0.126
31 1.7219e+07 2.59846e+08 0.677294 0.124 0.011 0.135
32 1.72376e+07 2.5934e+08 0.678025 0.125 0.012 0.137
33 1.72512e+07 2.60296e+08 0.678562 0.114 0.011 0.125
34 1.7268e+07 2.59741e+08 0.679220 0.113 0.016 0.129
35 1.72799e+07 2.60671e+08 0.679690 0.088 0.020 0.108
36 1.7296e+07 2.60123e+08 0.680322 0.092 0.030 0.123
37 1.73072e+07 2.61053e+08 0.680763 0.114 0.015 0.129
38 1.73219e+07 2.60451e+08 0.681342 0.078 0.021 0.099
39 1.7332e+07 2.61359e+08 0.681740 0.081 0.034 0.115
40 1.73462e+07 2.60776e+08 0.682298 0.118 0.020 0.138
41 1.7356e+07 2.61679e+08 0.682683 0.105 0.026 0.131
42 1.7369e+07 2.61067e+08 0.683196 0.093 0.012 0.105
43 1.73775e+07 2.61942e+08 0.683527 0.131 0.010 0.141
44 1.73904e+07 2.61343e+08 0.684034 0.118 0.011 0.128
45 1.73986e+07 2.62218e+08 0.684359 0.116 0.010 0.126
46 1.74104e+07 2.61581e+08 0.684824 0.071 0.027 0.098
47 1.74177e+07 2.62447e+08 0.685111 0.096 0.034 0.130
48 1.74294e+07 2.61827e+08 0.685570 0.161 0.014 0.175
49 1.74364e+07 2.62692e+08 0.685847 0.116 0.010 0.127
50 1.74472e+07 2.62035e+08 0.686271 0.117 0.010 0.127
51 1.74534e+07 2.62879e+08 0.686513 0.121 0.010 0.131
52 1.74641e+07 2.62251e+08 0.686935 0.133 0.015 0.148
53 1.74702e+07 2.63094e+08 0.687174 0.144 0.009 0.153
54 1.748e+07 2.62433e+08 0.687560 0.091 0.020 0.110
55 1.74846e+07 2.63249e+08 0.687740 0.082 0.016 0.098
56 1.74903e+07 2.62517e+08 0.687966 0.107 0.027 0.134
57 1.74917e+07 2.63286e+08 0.688019 0.098 0.032 0.129
58 1.74971e+07 2.62541e+08 0.688233 0.124 0.014 0.139
59 1.74983e+07 2.63305e+08 0.688279 0.116 0.010 0.126
60 1.75041e+07 2.6259e+08 0.688506 0.119 0.009 0.128
61 1.75054e+07 2.63357e+08 0.688559 0.124 0.010 0.134
62 1.75108e+07 2.62619e+08 0.688773 0.101 0.010 0.111
63 1.75117e+07 2.63369e+08 0.688809 0.111 0.008 0.119
64 1.75176e+07 2.6266e+08 0.689039 0.106 0.021 0.126
65 1.75188e+07 2.63426e+08 0.689087 0.121 0.015 0.136
66 1.7524e+07 2.62685e+08 0.689293 0.071 0.041 0.112
67 1.75247e+07 2.63445e+08 0.689318 0.114 0.020 0.135
68 1.75303e+07 2.62724e+08 0.689540 0.080 0.025 0.106
69 1.75313e+07 2.6349e+08 0.689578 0.112 0.027 0.138
70 1.75364e+07 2.62744e+08 0.689778 0.099 0.021 0.120
71 1.7537e+07 2.63501e+08 0.689802 0.073 0.015 0.088
72 1.75421e+07 2.62783e+08 0.690001 0.116 0.035 0.151
73 1.75425e+07 2.63541e+08 0.690019 0.091 0.020 0.111
74 1.75473e+07 2.62797e+08 0.690207 0.119 0.019 0.139
75 1.75473e+07 2.63544e+08 0.690207 0.083 0.031 0.114
========================================================================================================
Total time for 75 iterations is: 9.441954
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.602710
Number of unique clusters: 3044759
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3044759
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.164
Time to count edges: 0.250
Time to build the graph: 0.074
Total time: 0.488
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.050
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.75473e+07 2.62797e+08 0.690207 0.091 0.025 0.115
2 1.96156e+07 4.20456e+08 0.771560 0.069 0.009 0.079
3 2.03187e+07 5.44229e+08 0.799216 0.102 0.020 0.122
4 2.05262e+07 5.86305e+08 0.807380 0.078 0.014 0.091
5 2.06104e+07 6.08635e+08 0.810690 0.076 0.017 0.093
6 2.06908e+07 6.19337e+08 0.813856 0.049 0.020 0.068
7 2.07538e+07 6.30052e+08 0.816334 0.099 0.025 0.124
8 2.08074e+07 6.33603e+08 0.818439 0.050 0.029 0.079
9 2.08494e+07 6.39662e+08 0.820092 0.067 0.019 0.086
10 2.08918e+07 6.40857e+08 0.821761 0.079 0.008 0.087
11 2.09246e+07 6.45612e+08 0.823050 0.071 0.009 0.080
12 2.0959e+07 6.45871e+08 0.824403 0.077 0.015 0.092
13 2.09836e+07 6.49569e+08 0.825371 0.043 0.011 0.055
14 2.1012e+07 6.49206e+08 0.826488 0.085 0.009 0.095
15 2.10326e+07 6.52575e+08 0.827300 0.075 0.026 0.101
16 2.1056e+07 6.51816e+08 0.828218 0.063 0.021 0.084
17 2.10724e+07 6.54901e+08 0.828865 0.060 0.009 0.070
18 2.10927e+07 6.53813e+08 0.829661 0.086 0.009 0.095
19 2.11068e+07 6.56782e+08 0.830217 0.063 0.015 0.078
20 2.11232e+07 6.55366e+08 0.830861 0.061 0.010 0.071
21 2.11345e+07 6.58003e+08 0.831306 0.087 0.049 0.136
22 2.11495e+07 6.56553e+08 0.831897 0.044 0.009 0.053
23 2.11595e+07 6.59091e+08 0.832290 0.093 0.012 0.105
24 2.11728e+07 6.57574e+08 0.832814 0.077 0.009 0.086
25 2.11816e+07 6.60035e+08 0.833161 0.078 0.038 0.116
26 2.1194e+07 6.58419e+08 0.833646 0.095 0.012 0.108
27 2.12018e+07 6.60855e+08 0.833955 0.049 0.010 0.060
28 2.1212e+07 6.59178e+08 0.834355 0.075 0.029 0.104
29 2.12153e+07 6.61207e+08 0.834483 0.071 0.009 0.080
30 2.12223e+07 6.59179e+08 0.834758 0.105 0.008 0.113
31 2.12254e+07 6.61297e+08 0.834882 0.085 0.020 0.105
32 2.1232e+07 6.59336e+08 0.835141 0.065 0.020 0.085
33 2.12351e+07 6.61434e+08 0.835263 0.069 0.009 0.078
34 2.12417e+07 6.59451e+08 0.835522 0.084 0.019 0.103
35 2.12446e+07 6.61553e+08 0.835639 0.071 0.009 0.080
36 2.12508e+07 6.59583e+08 0.835880 0.057 0.024 0.081
37 2.12534e+07 6.61678e+08 0.835983 0.047 0.009 0.056
38 2.12583e+07 6.59655e+08 0.836174 0.092 0.012 0.104
39 2.12583e+07 6.61699e+08 0.836175 0.066 0.025 0.091
40 2.12616e+07 6.5967e+08 0.836305 0.060 0.031 0.092
41 2.12615e+07 6.6172e+08 0.836303 0.066 0.009 0.076
========================================================================================================
Total time for 41 iterations is: 3.678707
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.770372
Number of unique clusters: 1507960
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1507960
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.112
Time to count edges: 0.140
Time to build the graph: 0.025
Total time: 0.278
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.052
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.12616e+07 6.5967e+08 0.836305 0.066 0.009 0.075
2 2.24536e+07 1.13323e+09 0.883192 0.034 0.020 0.054
3 2.28573e+07 1.52252e+09 0.899068 0.058 0.016 0.074
4 2.29716e+07 1.66825e+09 0.903564 0.062 0.011 0.073
5 2.30169e+07 1.73931e+09 0.905348 0.058 0.017 0.075
6 2.30534e+07 1.76914e+09 0.906784 0.037 0.032 0.069
7 2.30832e+07 1.79485e+09 0.907954 0.054 0.030 0.084
8 2.3106e+07 1.80154e+09 0.908852 0.057 0.009 0.066
9 2.31255e+07 1.81468e+09 0.909617 0.035 0.020 0.055
10 2.31427e+07 1.81496e+09 0.910295 0.049 0.009 0.058
11 2.31584e+07 1.82371e+09 0.910915 0.048 0.026 0.074
12 2.31728e+07 1.82226e+09 0.911478 0.046 0.009 0.055
13 2.31849e+07 1.82955e+09 0.911957 0.072 0.016 0.088
14 2.3195e+07 1.82658e+09 0.912354 0.052 0.025 0.077
15 2.32025e+07 1.83194e+09 0.912649 0.044 0.009 0.053
16 2.32088e+07 1.82715e+09 0.912894 0.084 0.009 0.092
17 2.32153e+07 1.83236e+09 0.913151 0.038 0.021 0.058
18 2.32211e+07 1.82773e+09 0.913378 0.053 0.028 0.081
19 2.32251e+07 1.83269e+09 0.913537 0.052 0.009 0.061
20 2.32284e+07 1.82785e+09 0.913667 0.058 0.020 0.078
21 2.32302e+07 1.83284e+09 0.913738 0.034 0.009 0.043
22 2.32316e+07 1.82795e+09 0.913791 0.036 0.019 0.054
23 2.32328e+07 1.83283e+09 0.913838 0.055 0.026 0.081
24 2.32343e+07 1.82799e+09 0.913897 0.059 0.008 0.068
25 2.32359e+07 1.83292e+09 0.913961 0.035 0.020 0.055
26 2.32372e+07 1.82802e+09 0.914013 0.052 0.009 0.061
27 2.32387e+07 1.83293e+09 0.914072 0.067 0.009 0.077
28 2.32399e+07 1.82804e+09 0.914119 0.042 0.037 0.079
29 2.32415e+07 1.833e+09 0.914183 0.045 0.009 0.053
30 2.32428e+07 1.82808e+09 0.914232 0.032 0.026 0.058
31 2.32442e+07 1.83297e+09 0.914287 0.056 0.009 0.065
32 2.32454e+07 1.82809e+09 0.914334 0.036 0.040 0.076
33 2.32469e+07 1.83302e+09 0.914395 0.049 0.009 0.058
34 2.32481e+07 1.82811e+09 0.914441 0.072 0.019 0.090
35 2.32495e+07 1.833e+09 0.914496 0.032 0.009 0.040
36 2.32506e+07 1.82812e+09 0.914540 0.085 0.019 0.103
37 2.32521e+07 1.83307e+09 0.914598 0.037 0.026 0.063
38 2.32532e+07 1.82814e+09 0.914643 0.060 0.009 0.069
39 2.32546e+07 1.83304e+09 0.914696 0.079 0.020 0.099
40 2.32556e+07 1.82816e+09 0.914737 0.036 0.008 0.044
41 2.32571e+07 1.8331e+09 0.914796 0.067 0.009 0.076
42 2.32582e+07 1.8282e+09 0.914840 0.035 0.052 0.086
43 2.32595e+07 1.83308e+09 0.914891 0.039 0.008 0.047
44 2.32606e+07 1.82819e+09 0.914931 0.065 0.009 0.073
45 2.3262e+07 1.83312e+09 0.914987 0.034 0.032 0.066
46 2.3263e+07 1.82821e+09 0.915028 0.053 0.031 0.084
47 2.32643e+07 1.8331e+09 0.915078 0.058 0.019 0.076
48 2.32653e+07 1.82823e+09 0.915118 0.059 0.009 0.068
49 2.32667e+07 1.83316e+09 0.915172 0.053 0.034 0.087
50 2.32677e+07 1.82823e+09 0.915211 0.028 0.009 0.037
51 2.3269e+07 1.83315e+09 0.915262 0.094 0.009 0.103
52 2.32699e+07 1.82826e+09 0.915299 0.036 0.020 0.056
53 2.32713e+07 1.8332e+09 0.915352 0.050 0.009 0.059
54 2.32723e+07 1.82829e+09 0.915392 0.061 0.009 0.070
55 2.32735e+07 1.83319e+09 0.915440 0.032 0.014 0.045
56 2.32744e+07 1.82829e+09 0.915475 0.055 0.009 0.064
57 2.32757e+07 1.83323e+09 0.915529 0.062 0.009 0.071
58 2.32767e+07 1.82831e+09 0.915565 0.082 0.010 0.091
59 2.32779e+07 1.83321e+09 0.915613 0.055 0.019 0.074
60 2.32788e+07 1.82833e+09 0.915649 0.034 0.009 0.042
61 2.32801e+07 1.83326e+09 0.915700 0.053 0.030 0.083
62 2.3281e+07 1.82833e+09 0.915735 0.037 0.009 0.046
63 2.32822e+07 1.83323e+09 0.915781 0.058 0.015 0.073
64 2.3283e+07 1.82835e+09 0.915815 0.074 0.009 0.083
65 2.32843e+07 1.83328e+09 0.915865 0.037 0.019 0.057
66 2.32852e+07 1.82837e+09 0.915901 0.054 0.014 0.068
67 2.32864e+07 1.83327e+09 0.915946 0.055 0.021 0.075
68 2.32872e+07 1.82837e+09 0.915979 0.048 0.009 0.057
69 2.32884e+07 1.83331e+09 0.916028 0.063 0.010 0.073
70 2.32893e+07 1.82839e+09 0.916061 0.044 0.025 0.069
71 2.32904e+07 1.83329e+09 0.916105 0.054 0.014 0.068
72 2.32912e+07 1.82841e+09 0.916138 0.072 0.009 0.080
73 2.32924e+07 1.83333e+09 0.916185 0.069 0.025 0.094
74 2.32933e+07 1.82841e+09 0.916218 0.041 0.020 0.061
75 2.32944e+07 1.8333e+09 0.916261 0.045 0.010 0.055
76 2.32951e+07 1.82842e+09 0.916291 0.059 0.009 0.068
77 2.32963e+07 1.83337e+09 0.916338 0.049 0.023 0.072
78 2.32972e+07 1.82845e+09 0.916371 0.049 0.023 0.072
79 2.32982e+07 1.83334e+09 0.916410 0.053 0.028 0.081
80 2.32989e+07 1.82846e+09 0.916440 0.058 0.010 0.068
81 2.33001e+07 1.83338e+09 0.916485 0.061 0.010 0.070
82 2.33008e+07 1.82847e+09 0.916515 0.047 0.027 0.074
83 2.33018e+07 1.83336e+09 0.916555 0.034 0.009 0.043
84 2.33026e+07 1.82847e+09 0.916583 0.087 0.012 0.098
85 2.33037e+07 1.83341e+09 0.916627 0.089 0.014 0.103
86 2.33044e+07 1.82849e+09 0.916656 0.074 0.015 0.089
87 2.33054e+07 1.83338e+09 0.916695 0.034 0.031 0.064
88 2.33061e+07 1.8285e+09 0.916723 0.046 0.018 0.064
89 2.33072e+07 1.83344e+09 0.916767 0.091 0.006 0.097
90 2.3308e+07 1.82852e+09 0.916796 0.074 0.023 0.097
91 2.33089e+07 1.83341e+09 0.916834 0.057 0.023 0.080
92 2.33096e+07 1.82851e+09 0.916860 0.036 0.028 0.064
93 2.33107e+07 1.83345e+09 0.916903 0.061 0.028 0.089
94 2.33114e+07 1.82855e+09 0.916930 0.057 0.009 0.065
95 2.33123e+07 1.83343e+09 0.916966 0.051 0.022 0.073
96 2.3313e+07 1.82855e+09 0.916992 0.045 0.035 0.081
97 2.3314e+07 1.83348e+09 0.917033 0.045 0.028 0.072
98 2.33147e+07 1.82855e+09 0.917059 0.060 0.009 0.068
99 2.33156e+07 1.83345e+09 0.917097 0.034 0.029 0.063
100 2.33162e+07 1.82857e+09 0.917122 0.050 0.019 0.070
101 2.33173e+07 1.8335e+09 0.917162 0.062 0.013 0.075
102 2.3318e+07 1.82859e+09 0.917189 0.071 0.024 0.095
103 2.33188e+07 1.83348e+09 0.917224 0.044 0.023 0.067
104 2.33195e+07 1.82859e+09 0.917248 0.043 0.009 0.052
105 2.33205e+07 1.83352e+09 0.917289 0.051 0.020 0.070
106 2.33211e+07 1.8286e+09 0.917313 0.060 0.016 0.076
107 2.3322e+07 1.83349e+09 0.917348 0.049 0.005 0.055
108 2.33226e+07 1.8286e+09 0.917372 0.060 0.009 0.069
109 2.33236e+07 1.83354e+09 0.917411 0.074 0.010 0.084
110 2.33242e+07 1.82861e+09 0.917435 0.071 0.025 0.096
111 2.33251e+07 1.83351e+09 0.917469 0.039 0.020 0.059
112 2.33257e+07 1.82864e+09 0.917492 0.053 0.014 0.067
113 2.33266e+07 1.83356e+09 0.917531 0.064 0.009 0.074
114 2.33273e+07 1.82865e+09 0.917555 0.071 0.019 0.090
115 2.33281e+07 1.83353e+09 0.917588 0.029 0.009 0.038
116 2.33286e+07 1.82862e+09 0.917609 0.061 0.019 0.080
117 2.33296e+07 1.83357e+09 0.917648 0.036 0.014 0.050
118 2.33302e+07 1.82865e+09 0.917669 0.048 0.020 0.068
119 2.3331e+07 1.83354e+09 0.917701 0.064 0.012 0.076
120 2.33316e+07 1.82866e+09 0.917724 0.063 0.009 0.072
121 2.33325e+07 1.8336e+09 0.917761 0.068 0.021 0.089
122 2.33331e+07 1.82867e+09 0.917783 0.031 0.013 0.044
123 2.33339e+07 1.83356e+09 0.917815 0.060 0.015 0.075
124 2.33344e+07 1.82867e+09 0.917836 0.065 0.008 0.074
125 2.33353e+07 1.8336e+09 0.917872 0.036 0.019 0.055
126 2.33359e+07 1.82868e+09 0.917894 0.053 0.014 0.067
127 2.33366e+07 1.83358e+09 0.917924 0.061 0.017 0.078
128 2.33372e+07 1.82868e+09 0.917944 0.049 0.024 0.073
129 2.33381e+07 1.83362e+09 0.917981 0.050 0.015 0.065
130 2.33386e+07 1.8287e+09 0.918001 0.060 0.024 0.083
131 2.33394e+07 1.83359e+09 0.918032 0.060 0.005 0.065
132 2.33399e+07 1.8287e+09 0.918051 0.071 0.020 0.091
133 2.33408e+07 1.83364e+09 0.918086 0.076 0.019 0.095
134 2.33413e+07 1.82871e+09 0.918105 0.044 0.036 0.080
135 2.3342e+07 1.8336e+09 0.918135 0.049 0.019 0.069
136 2.33425e+07 1.82872e+09 0.918153 0.052 0.011 0.063
137 2.33433e+07 1.83365e+09 0.918187 0.055 0.036 0.091
138 2.33438e+07 1.82873e+09 0.918207 0.051 0.013 0.064
139 2.33446e+07 1.83362e+09 0.918235 0.057 0.009 0.066
140 2.3345e+07 1.82872e+09 0.918253 0.056 0.031 0.087
141 2.33459e+07 1.83367e+09 0.918287 0.038 0.011 0.048
142 2.33463e+07 1.82875e+09 0.918304 0.067 0.009 0.076
143 2.3347e+07 1.83364e+09 0.918332 0.029 0.019 0.048
144 2.33475e+07 1.82875e+09 0.918350 0.059 0.010 0.070
145 2.33483e+07 1.83369e+09 0.918382 0.058 0.009 0.067
146 2.33487e+07 1.82875e+09 0.918399 0.032 0.014 0.046
147 2.33494e+07 1.83365e+09 0.918427 0.059 0.009 0.067
148 2.33498e+07 1.82876e+09 0.918443 0.054 0.019 0.073
149 2.33507e+07 1.8337e+09 0.918475 0.039 0.009 0.048
150 2.33511e+07 1.82879e+09 0.918493 0.076 0.020 0.096
151 2.33518e+07 1.83368e+09 0.918519 0.063 0.024 0.087
152 2.33522e+07 1.82878e+09 0.918534 0.071 0.025 0.096
153 2.3353e+07 1.83372e+09 0.918566 0.031 0.011 0.041
154 2.33534e+07 1.8288e+09 0.918581 0.075 0.011 0.086
155 2.3354e+07 1.83369e+09 0.918607 0.061 0.015 0.076
156 2.33544e+07 1.8288e+09 0.918623 0.037 0.026 0.062
157 2.33552e+07 1.83374e+09 0.918653 0.051 0.009 0.060
158 2.33555e+07 1.8288e+09 0.918667 0.091 0.013 0.104
159 2.33562e+07 1.83369e+09 0.918693 0.058 0.018 0.076
160 2.33565e+07 1.82882e+09 0.918707 0.052 0.024 0.076
161 2.33573e+07 1.83376e+09 0.918737 0.044 0.011 0.055
162 2.33577e+07 1.82883e+09 0.918752 0.057 0.019 0.076
163 2.33583e+07 1.83372e+09 0.918776 0.055 0.009 0.064
164 2.33587e+07 1.82882e+09 0.918791 0.055 0.011 0.066
165 2.33595e+07 1.83377e+09 0.918821 0.031 0.009 0.039
166 2.33598e+07 1.82885e+09 0.918835 0.056 0.012 0.068
167 2.33604e+07 1.83374e+09 0.918859 0.064 0.019 0.083
168 2.33608e+07 1.82885e+09 0.918873 0.036 0.008 0.044
169 2.33615e+07 1.83378e+09 0.918902 0.072 0.014 0.086
170 2.33618e+07 1.82884e+09 0.918914 0.031 0.008 0.039
171 2.33624e+07 1.83373e+09 0.918939 0.073 0.009 0.082
172 2.33628e+07 1.82886e+09 0.918951 0.034 0.040 0.074
173 2.33635e+07 1.8338e+09 0.918980 0.041 0.011 0.051
174 2.33639e+07 1.82888e+09 0.918994 0.078 0.009 0.086
175 2.33644e+07 1.83377e+09 0.919017 0.035 0.005 0.040
176 2.33647e+07 1.82887e+09 0.919029 0.052 0.013 0.065
177 2.33655e+07 1.83381e+09 0.919058 0.033 0.059 0.092
178 2.33658e+07 1.82889e+09 0.919070 0.049 0.029 0.078
179 2.33663e+07 1.83378e+09 0.919092 0.054 0.009 0.063
180 2.33667e+07 1.82889e+09 0.919105 0.035 0.021 0.056
181 2.33674e+07 1.83382e+09 0.919132 0.057 0.014 0.071
182 2.33677e+07 1.82889e+09 0.919144 0.065 0.005 0.069
183 2.33683e+07 1.83379e+09 0.919168 0.060 0.025 0.085
184 2.33685e+07 1.82891e+09 0.919179 0.037 0.020 0.057
185 2.33692e+07 1.83384e+09 0.919206 0.040 0.009 0.049
186 2.33696e+07 1.82892e+09 0.919218 0.080 0.020 0.100
187 2.33701e+07 1.83381e+09 0.919241 0.062 0.020 0.082
188 2.33704e+07 1.8289e+09 0.919251 0.035 0.009 0.044
189 2.33711e+07 1.83385e+09 0.919279 0.056 0.009 0.065
190 2.33713e+07 1.82893e+09 0.919289 0.058 0.010 0.067
191 2.33719e+07 1.83383e+09 0.919311 0.052 0.010 0.063
192 2.33722e+07 1.82893e+09 0.919322 0.051 0.005 0.056
193 2.33729e+07 1.83387e+09 0.919348 0.070 0.024 0.094
194 2.33731e+07 1.82892e+09 0.919358 0.028 0.010 0.039
195 2.33737e+07 1.83382e+09 0.919380 0.062 0.016 0.077
196 2.33739e+07 1.82893e+09 0.919390 0.070 0.020 0.090
197 2.33746e+07 1.83388e+09 0.919416 0.058 0.025 0.082
198 2.33749e+07 1.82896e+09 0.919427 0.039 0.010 0.049
199 2.33754e+07 1.83384e+09 0.919447 0.058 0.028 0.086
200 2.33756e+07 1.82894e+09 0.919457 0.030 0.009 0.039
201 2.33763e+07 1.83388e+09 0.919483 0.061 0.010 0.071
202 2.33765e+07 1.82896e+09 0.919493 0.057 0.025 0.081
203 2.3377e+07 1.83384e+09 0.919513 0.044 0.015 0.059
204 2.33773e+07 1.82895e+09 0.919523 0.052 0.014 0.066
205 2.33779e+07 1.83389e+09 0.919548 0.067 0.009 0.076
206 2.33782e+07 1.82896e+09 0.919557 0.032 0.009 0.041
207 2.33787e+07 1.83386e+09 0.919577 0.086 0.018 0.104
208 2.33789e+07 1.82898e+09 0.919587 0.081 0.017 0.099
209 2.33796e+07 1.83392e+09 0.919612 0.031 0.045 0.076
210 2.33798e+07 1.82899e+09 0.919622 0.046 0.009 0.055
211 2.33803e+07 1.83388e+09 0.919641 0.060 0.011 0.071
212 2.33805e+07 1.82898e+09 0.919650 0.048 0.040 0.088
213 2.33812e+07 1.83392e+09 0.919675 0.032 0.027 0.059
214 2.33814e+07 1.829e+09 0.919684 0.059 0.018 0.077
215 2.33819e+07 1.83388e+09 0.919703 0.063 0.009 0.072
216 2.33821e+07 1.82899e+09 0.919712 0.076 0.018 0.094
217 2.33827e+07 1.83392e+09 0.919736 0.033 0.014 0.047
218 2.33829e+07 1.82899e+09 0.919745 0.056 0.010 0.067
219 2.33834e+07 1.83389e+09 0.919765 0.065 0.009 0.074
220 2.33837e+07 1.829e+09 0.919773 0.067 0.020 0.088
221 2.33843e+07 1.83394e+09 0.919797 0.029 0.015 0.045
222 2.33845e+07 1.82901e+09 0.919807 0.065 0.009 0.074
223 2.3385e+07 1.83392e+09 0.919825 0.037 0.024 0.060
224 2.33852e+07 1.82902e+09 0.919833 0.052 0.008 0.061
225 2.33858e+07 1.83395e+09 0.919857 0.064 0.015 0.079
226 2.3386e+07 1.82903e+09 0.919866 0.030 0.013 0.043
227 2.33865e+07 1.83392e+09 0.919884 0.058 0.007 0.065
228 2.33867e+07 1.82902e+09 0.919892 0.068 0.018 0.086
229 2.33873e+07 1.83397e+09 0.919916 0.041 0.024 0.065
230 2.33875e+07 1.82903e+09 0.919923 0.035 0.009 0.044
231 2.33879e+07 1.83392e+09 0.919941 0.040 0.020 0.060
232 2.33881e+07 1.82904e+09 0.919949 0.055 0.009 0.063
233 2.33887e+07 1.83397e+09 0.919972 0.066 0.018 0.084
234 2.33889e+07 1.82906e+09 0.919981 0.032 0.009 0.040
235 2.33894e+07 1.83394e+09 0.919998 0.060 0.016 0.077
236 2.33895e+07 1.82903e+09 0.920005 0.032 0.009 0.041
237 2.33901e+07 1.83398e+09 0.920028 0.085 0.009 0.094
238 2.33903e+07 1.82906e+09 0.920035 0.078 0.014 0.093
239 2.33908e+07 1.83394e+09 0.920052 0.062 0.025 0.086
240 2.3391e+07 1.82906e+09 0.920060 0.030 0.009 0.039
241 2.33915e+07 1.83399e+09 0.920082 0.067 0.019 0.087
242 2.33917e+07 1.82905e+09 0.920089 0.061 0.020 0.081
243 2.33921e+07 1.83394e+09 0.920107 0.042 0.009 0.050
244 2.33923e+07 1.82907e+09 0.920114 0.051 0.034 0.085
245 2.33929e+07 1.83401e+09 0.920136 0.031 0.009 0.040
246 2.33931e+07 1.82909e+09 0.920143 0.062 0.019 0.081
247 2.33935e+07 1.83397e+09 0.920159 0.033 0.009 0.042
248 2.33936e+07 1.82906e+09 0.920165 0.060 0.025 0.085
249 2.33942e+07 1.834e+09 0.920188 0.034 0.009 0.043
250 2.33944e+07 1.82909e+09 0.920195 0.084 0.015 0.099
251 2.33948e+07 1.83397e+09 0.920212 0.020 0.009 0.029
252 2.3395e+07 1.82908e+09 0.920218 0.055 0.019 0.074
253 2.33955e+07 1.83401e+09 0.920239 0.035 0.009 0.044
254 2.33957e+07 1.82908e+09 0.920246 0.045 0.020 0.064
255 2.33961e+07 1.83397e+09 0.920262 0.042 0.009 0.050
256 2.33962e+07 1.82909e+09 0.920268 0.037 0.021 0.058
257 2.33968e+07 1.83402e+09 0.920290 0.048 0.009 0.057
258 2.3397e+07 1.82911e+09 0.920297 0.040 0.020 0.060
259 2.33974e+07 1.834e+09 0.920313 0.051 0.009 0.060
260 2.33975e+07 1.82909e+09 0.920319 0.079 0.016 0.095
261 2.33981e+07 1.83403e+09 0.920341 0.033 0.020 0.052
262 2.33982e+07 1.82912e+09 0.920346 0.060 0.020 0.080
263 2.33986e+07 1.834e+09 0.920362 0.057 0.014 0.071
264 2.33988e+07 1.82912e+09 0.920368 0.067 0.009 0.076
265 2.33993e+07 1.83404e+09 0.920388 0.032 0.033 0.066
266 2.33994e+07 1.8291e+09 0.920393 0.053 0.009 0.062
267 2.33998e+07 1.834e+09 0.920410 0.070 0.009 0.079
268 2.34e+07 1.82911e+09 0.920415 0.067 0.020 0.086
269 2.34005e+07 1.83405e+09 0.920436 0.062 0.016 0.079
270 2.34007e+07 1.82913e+09 0.920442 0.054 0.023 0.077
271 2.3401e+07 1.83401e+09 0.920457 0.037 0.009 0.046
272 2.34012e+07 1.82912e+09 0.920462 0.037 0.051 0.088
273 2.34017e+07 1.83405e+09 0.920483 0.039 0.021 0.060
274 2.34018e+07 1.82914e+09 0.920488 0.046 0.009 0.055
275 2.34022e+07 1.83402e+09 0.920503 0.057 0.015 0.072
276 2.34024e+07 1.82913e+09 0.920508 0.044 0.009 0.053
277 2.34029e+07 1.83407e+09 0.920529 0.060 0.024 0.084
278 2.3403e+07 1.82914e+09 0.920534 0.032 0.009 0.041
279 2.34034e+07 1.83403e+09 0.920549 0.073 0.020 0.093
280 2.34035e+07 1.82914e+09 0.920553 0.031 0.014 0.046
281 2.3404e+07 1.83407e+09 0.920573 0.058 0.008 0.066
282 2.34041e+07 1.82915e+09 0.920579 0.034 0.027 0.061
283 2.34045e+07 1.83404e+09 0.920594 0.045 0.024 0.069
284 2.34046e+07 1.82913e+09 0.920598 0.044 0.009 0.053
285 2.34051e+07 1.83408e+09 0.920618 0.032 0.016 0.048
286 2.34052e+07 1.82917e+09 0.920622 0.060 0.010 0.070
287 2.34056e+07 1.83406e+09 0.920637 0.031 0.009 0.040
288 2.34057e+07 1.82917e+09 0.920642 0.066 0.017 0.083
289 2.34062e+07 1.83409e+09 0.920661 0.034 0.020 0.054
290 2.34063e+07 1.82916e+09 0.920666 0.060 0.009 0.069
291 2.34067e+07 1.83405e+09 0.920680 0.033 0.028 0.061
292 2.34068e+07 1.82916e+09 0.920684 0.052 0.009 0.061
293 2.34073e+07 1.8341e+09 0.920704 0.047 0.022 0.069
294 2.34074e+07 1.82917e+09 0.920709 0.049 0.009 0.057
295 2.34078e+07 1.83406e+09 0.920722 0.070 0.020 0.089
296 2.34079e+07 1.82916e+09 0.920726 0.042 0.021 0.062
297 2.34084e+07 1.83409e+09 0.920745 0.050 0.009 0.059
298 2.34085e+07 1.82918e+09 0.920749 0.036 0.022 0.058
299 2.34088e+07 1.83407e+09 0.920763 0.047 0.009 0.056
300 2.3409e+07 1.82919e+09 0.920768 0.047 0.020 0.067
301 2.34094e+07 1.83412e+09 0.920787 0.042 0.028 0.070
302 2.34095e+07 1.82919e+09 0.920790 0.058 0.009 0.067
303 2.34099e+07 1.83407e+09 0.920804 0.031 0.009 0.041
304 2.341e+07 1.8292e+09 0.920808 0.048 0.018 0.066
305 2.34104e+07 1.83412e+09 0.920827 0.061 0.020 0.080
306 2.34106e+07 1.8292e+09 0.920831 0.040 0.031 0.071
307 2.34109e+07 1.83409e+09 0.920845 0.041 0.009 0.049
308 2.3411e+07 1.82919e+09 0.920848 0.072 0.015 0.087
309 2.34115e+07 1.83412e+09 0.920867 0.048 0.030 0.077
310 2.34116e+07 1.8292e+09 0.920870 0.044 0.009 0.052
311 2.34119e+07 1.83409e+09 0.920884 0.089 0.010 0.098
312 2.3412e+07 1.8292e+09 0.920887 0.066 0.015 0.081
313 2.34124e+07 1.83413e+09 0.920906 0.032 0.009 0.041
314 2.34125e+07 1.82919e+09 0.920909 0.067 0.009 0.077
315 2.34129e+07 1.83409e+09 0.920923 0.034 0.022 0.056
316 2.3413e+07 1.8292e+09 0.920925 0.054 0.017 0.071
317 2.34134e+07 1.83414e+09 0.920945 0.061 0.014 0.075
318 2.34135e+07 1.82922e+09 0.920949 0.062 0.011 0.073
319 2.34139e+07 1.83411e+09 0.920961 0.031 0.009 0.040
320 2.34139e+07 1.82921e+09 0.920965 0.064 0.009 0.073
321 2.34144e+07 1.83414e+09 0.920983 0.031 0.012 0.043
322 2.34145e+07 1.82923e+09 0.920987 0.065 0.012 0.076
323 2.34148e+07 1.83412e+09 0.920999 0.051 0.016 0.067
324 2.34149e+07 1.82923e+09 0.921002 0.040 0.009 0.048
325 2.34154e+07 1.83416e+09 0.921020 0.048 0.019 0.066
326 2.34154e+07 1.82922e+09 0.921022 0.045 0.009 0.054
327 2.34157e+07 1.83411e+09 0.921035 0.067 0.014 0.081
328 2.34158e+07 1.82923e+09 0.921037 0.033 0.015 0.048
329 2.34162e+07 1.83415e+09 0.921054 0.059 0.009 0.068
330 2.34163e+07 1.82924e+09 0.921058 0.031 0.009 0.040
331 2.34166e+07 1.83412e+09 0.921070 0.053 0.019 0.071
332 2.34167e+07 1.82922e+09 0.921072 0.037 0.009 0.045
333 2.34171e+07 1.83416e+09 0.921090 0.068 0.016 0.083
334 2.34172e+07 1.82925e+09 0.921092 0.031 0.019 0.050
335 2.34175e+07 1.83413e+09 0.921104 0.057 0.011 0.068
336 2.34176e+07 1.82925e+09 0.921107 0.055 0.020 0.074
337 2.3418e+07 1.83418e+09 0.921124 0.032 0.009 0.041
338 2.3418e+07 1.82925e+09 0.921126 0.047 0.036 0.084
339 2.34184e+07 1.83413e+09 0.921139 0.030 0.010 0.039
340 2.34184e+07 1.82924e+09 0.921140 0.056 0.015 0.071
341 2.34188e+07 1.83417e+09 0.921157 0.046 0.021 0.067
342 2.34189e+07 1.82925e+09 0.921160 0.048 0.009 0.057
343 2.34192e+07 1.83415e+09 0.921171 0.063 0.027 0.089
344 2.34192e+07 1.82924e+09 0.921172 0.043 0.029 0.072
345 2.34197e+07 1.83418e+09 0.921190 0.036 0.009 0.044
346 2.34197e+07 1.82926e+09 0.921192 0.060 0.010 0.070
347 2.342e+07 1.83414e+09 0.921204 0.049 0.018 0.067
348 2.34201e+07 1.82926e+09 0.921206 0.058 0.005 0.063
349 2.34205e+07 1.8342e+09 0.921223 0.069 0.014 0.083
350 2.34205e+07 1.82926e+09 0.921224 0.031 0.014 0.045
351 2.34208e+07 1.83415e+09 0.921236 0.067 0.020 0.086
352 2.34209e+07 1.82928e+09 0.921238 0.053 0.009 0.062
353 2.34213e+07 1.8342e+09 0.921254 0.055 0.010 0.065
354 2.34214e+07 1.82929e+09 0.921257 0.038 0.020 0.058
355 2.34216e+07 1.83416e+09 0.921268 0.038 0.009 0.046
356 2.34217e+07 1.82926e+09 0.921268 0.044 0.022 0.066
========================================================================================================
Total time for 356 iterations is: 24.275770
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.351590
Number of unique clusters: 680762
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 680762
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.067
Time to count edges: 0.076
Time to build the graph: 0.027
Total time: 0.170
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.048
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.34216e+07 1.83416e+09 0.921268 0.054 0.034 0.088
2 2.40505e+07 3.30138e+09 0.946002 0.026 0.009 0.035
3 2.42596e+07 4.52539e+09 0.954225 0.056 0.020 0.075
4 2.43146e+07 5.00532e+09 0.956385 0.026 0.009 0.035
5 2.43356e+07 5.22568e+09 0.957210 0.053 0.016 0.069
6 2.43505e+07 5.31089e+09 0.957799 0.044 0.020 0.064
7 2.43631e+07 5.38759e+09 0.958293 0.029 0.009 0.037
8 2.43712e+07 5.40425e+09 0.958610 0.044 0.032 0.076
9 2.43755e+07 5.4389e+09 0.958782 0.037 0.009 0.046
10 2.43777e+07 5.43e+09 0.958866 0.024 0.011 0.035
11 2.43796e+07 5.45144e+09 0.958944 0.048 0.012 0.060
12 2.43809e+07 5.43825e+09 0.958992 0.055 0.020 0.075
13 2.43825e+07 5.45538e+09 0.959057 0.031 0.043 0.073
14 2.43839e+07 5.43957e+09 0.959112 0.034 0.029 0.064
15 2.43857e+07 5.45635e+09 0.959183 0.043 0.009 0.052
16 2.43871e+07 5.44021e+09 0.959239 0.040 0.020 0.060
17 2.43887e+07 5.45688e+09 0.959299 0.044 0.018 0.062
18 2.43899e+07 5.44041e+09 0.959348 0.059 0.010 0.068
19 2.43916e+07 5.45704e+09 0.959413 0.025 0.029 0.054
20 2.43927e+07 5.4407e+09 0.959459 0.046 0.009 0.055
21 2.43943e+07 5.45731e+09 0.959519 0.028 0.020 0.048
22 2.43955e+07 5.44092e+09 0.959566 0.051 0.009 0.060
23 2.43971e+07 5.45743e+09 0.959632 0.030 0.024 0.054
24 2.43983e+07 5.44098e+09 0.959676 0.046 0.009 0.054
25 2.43998e+07 5.45757e+09 0.959735 0.034 0.025 0.059
26 2.44008e+07 5.44113e+09 0.959777 0.043 0.009 0.051
27 2.44024e+07 5.4576e+09 0.959839 0.029 0.021 0.050
28 2.44034e+07 5.4412e+09 0.959880 0.047 0.009 0.056
29 2.44049e+07 5.45786e+09 0.959937 0.061 0.019 0.080
30 2.44059e+07 5.44131e+09 0.959975 0.039 0.018 0.057
31 2.44074e+07 5.45787e+09 0.960036 0.043 0.009 0.052
32 2.44084e+07 5.44141e+09 0.960074 0.078 0.017 0.095
33 2.44098e+07 5.45805e+09 0.960129 0.070 0.021 0.090
34 2.44107e+07 5.44148e+09 0.960165 0.025 0.012 0.037
35 2.44122e+07 5.45805e+09 0.960223 0.054 0.019 0.073
36 2.44131e+07 5.4416e+09 0.960259 0.072 0.012 0.084
37 2.44144e+07 5.45828e+09 0.960312 0.024 0.015 0.039
38 2.44153e+07 5.44165e+09 0.960345 0.046 0.007 0.053
39 2.44167e+07 5.4582e+09 0.960401 0.042 0.020 0.062
40 2.44176e+07 5.44179e+09 0.960436 0.036 0.009 0.045
41 2.44188e+07 5.45841e+09 0.960484 0.041 0.025 0.066
42 2.44196e+07 5.44185e+09 0.960515 0.026 0.033 0.058
43 2.4421e+07 5.45845e+09 0.960571 0.047 0.008 0.056
44 2.44218e+07 5.44193e+09 0.960601 0.042 0.015 0.057
45 2.44229e+07 5.45859e+09 0.960647 0.040 0.009 0.049
46 2.44237e+07 5.44203e+09 0.960676 0.027 0.024 0.051
47 2.4425e+07 5.4586e+09 0.960729 0.049 0.009 0.058
48 2.44257e+07 5.44211e+09 0.960757 0.025 0.012 0.037
49 2.44269e+07 5.45874e+09 0.960802 0.050 0.014 0.064
50 2.44276e+07 5.4422e+09 0.960831 0.063 0.015 0.078
51 2.44289e+07 5.45867e+09 0.960880 0.024 0.009 0.033
52 2.44296e+07 5.44223e+09 0.960907 0.051 0.013 0.064
53 2.44307e+07 5.45883e+09 0.960951 0.052 0.019 0.072
54 2.44313e+07 5.44228e+09 0.960978 0.025 0.009 0.034
55 2.44326e+07 5.45887e+09 0.961027 0.052 0.020 0.072
56 2.44333e+07 5.44235e+09 0.961053 0.025 0.009 0.034
57 2.44343e+07 5.45894e+09 0.961094 0.048 0.027 0.075
58 2.44349e+07 5.44238e+09 0.961119 0.026 0.009 0.035
59 2.44362e+07 5.4589e+09 0.961167 0.052 0.015 0.067
60 2.44368e+07 5.44248e+09 0.961192 0.030 0.012 0.042
61 2.44379e+07 5.45914e+09 0.961234 0.044 0.005 0.049
62 2.44384e+07 5.44254e+09 0.961256 0.024 0.009 0.033
63 2.44396e+07 5.45906e+09 0.961301 0.024 0.047 0.071
64 2.44401e+07 5.44258e+09 0.961323 0.042 0.008 0.049
65 2.44411e+07 5.45921e+09 0.961363 0.057 0.021 0.078
66 2.44417e+07 5.44268e+09 0.961384 0.025 0.009 0.034
67 2.44428e+07 5.45921e+09 0.961429 0.036 0.028 0.063
68 2.44433e+07 5.44268e+09 0.961450 0.042 0.021 0.063
69 2.44443e+07 5.45932e+09 0.961487 0.043 0.009 0.052
70 2.44448e+07 5.44278e+09 0.961507 0.026 0.027 0.053
71 2.44458e+07 5.45929e+09 0.961548 0.051 0.014 0.066
72 2.44464e+07 5.44283e+09 0.961568 0.037 0.016 0.053
73 2.44473e+07 5.45951e+09 0.961604 0.045 0.019 0.064
74 2.44477e+07 5.44289e+09 0.961623 0.030 0.009 0.039
75 2.44488e+07 5.45939e+09 0.961663 0.043 0.022 0.065
76 2.44492e+07 5.44292e+09 0.961680 0.037 0.009 0.046
77 2.44501e+07 5.45957e+09 0.961716 0.031 0.024 0.054
78 2.44505e+07 5.443e+09 0.961733 0.046 0.009 0.055
79 2.44516e+07 5.45954e+09 0.961772 0.061 0.009 0.070
80 2.4452e+07 5.44306e+09 0.961789 0.052 0.020 0.072
81 2.44528e+07 5.45967e+09 0.961822 0.032 0.011 0.043
82 2.44532e+07 5.44315e+09 0.961838 0.055 0.014 0.068
83 2.44542e+07 5.45964e+09 0.961876 0.051 0.019 0.070
84 2.44546e+07 5.44312e+09 0.961892 0.024 0.009 0.033
85 2.44555e+07 5.4598e+09 0.961926 0.062 0.019 0.081
86 2.44558e+07 5.4432e+09 0.961941 0.026 0.010 0.035
87 2.44568e+07 5.45969e+09 0.961978 0.054 0.019 0.073
88 2.44572e+07 5.44324e+09 0.961993 0.027 0.009 0.036
89 2.4458e+07 5.45991e+09 0.962026 0.063 0.024 0.087
90 2.44583e+07 5.44333e+09 0.962039 0.050 0.027 0.077
91 2.44593e+07 5.45984e+09 0.962075 0.024 0.020 0.044
92 2.44596e+07 5.4433e+09 0.962089 0.050 0.009 0.059
93 2.44604e+07 5.45996e+09 0.962121 0.024 0.014 0.039
94 2.44607e+07 5.44337e+09 0.962132 0.048 0.015 0.063
95 2.44616e+07 5.45988e+09 0.962168 0.034 0.019 0.053
96 2.44619e+07 5.44339e+09 0.962180 0.040 0.020 0.060
97 2.44627e+07 5.46007e+09 0.962211 0.055 0.004 0.059
98 2.4463e+07 5.44349e+09 0.962223 0.025 0.018 0.043
99 2.44639e+07 5.45996e+09 0.962256 0.055 0.012 0.067
100 2.44641e+07 5.44344e+09 0.962267 0.031 0.020 0.051
101 2.44649e+07 5.46011e+09 0.962297 0.047 0.009 0.056
102 2.44651e+07 5.44348e+09 0.962306 0.052 0.020 0.072
103 2.4466e+07 5.46006e+09 0.962341 0.053 0.024 0.078
104 2.44663e+07 5.44349e+09 0.962351 0.027 0.010 0.036
105 2.4467e+07 5.46017e+09 0.962380 0.057 0.019 0.077
106 2.44672e+07 5.44357e+09 0.962388 0.024 0.011 0.036
107 2.4468e+07 5.46008e+09 0.962421 0.059 0.007 0.066
108 2.44683e+07 5.44356e+09 0.962431 0.072 0.016 0.088
109 2.4469e+07 5.46023e+09 0.962459 0.047 0.020 0.066
110 2.44693e+07 5.44363e+09 0.962469 0.038 0.005 0.043
111 2.44701e+07 5.46014e+09 0.962500 0.043 0.020 0.063
112 2.44703e+07 5.44363e+09 0.962509 0.038 0.014 0.052
113 2.4471e+07 5.46027e+09 0.962536 0.079 0.006 0.085
114 2.44712e+07 5.44368e+09 0.962545 0.039 0.010 0.048
115 2.4472e+07 5.46022e+09 0.962577 0.035 0.009 0.043
116 2.44722e+07 5.44366e+09 0.962586 0.039 0.019 0.059
117 2.44729e+07 5.4603e+09 0.962612 0.035 0.009 0.044
118 2.44731e+07 5.44371e+09 0.962619 0.042 0.015 0.057
119 2.44739e+07 5.46023e+09 0.962650 0.033 0.008 0.041
120 2.44741e+07 5.44372e+09 0.962659 0.050 0.018 0.068
121 2.44748e+07 5.46044e+09 0.962686 0.024 0.009 0.033
122 2.44749e+07 5.4438e+09 0.962692 0.053 0.019 0.072
123 2.44757e+07 5.4603e+09 0.962722 0.024 0.009 0.033
124 2.44759e+07 5.44378e+09 0.962729 0.030 0.020 0.050
125 2.44765e+07 5.46043e+09 0.962754 0.044 0.008 0.053
126 2.44767e+07 5.44383e+09 0.962760 0.069 0.020 0.089
127 2.44774e+07 5.4604e+09 0.962791 0.025 0.009 0.034
128 2.44776e+07 5.44383e+09 0.962798 0.050 0.022 0.073
129 2.44782e+07 5.46048e+09 0.962821 0.026 0.011 0.037
130 2.44784e+07 5.44389e+09 0.962827 0.049 0.020 0.069
131 2.44791e+07 5.46043e+09 0.962856 0.025 0.010 0.034
132 2.44792e+07 5.44389e+09 0.962862 0.074 0.015 0.089
133 2.44799e+07 5.46058e+09 0.962886 0.050 0.026 0.076
134 2.448e+07 5.44392e+09 0.962890 0.025 0.009 0.034
135 2.44807e+07 5.46047e+09 0.962918 0.025 0.028 0.052
136 2.44808e+07 5.44394e+09 0.962924 0.047 0.009 0.055
137 2.44814e+07 5.46058e+09 0.962947 0.023 0.028 0.051
138 2.44815e+07 5.44398e+09 0.962951 0.046 0.009 0.054
139 2.44822e+07 5.46053e+09 0.962978 0.027 0.031 0.058
140 2.44823e+07 5.44398e+09 0.962983 0.052 0.016 0.068
141 2.44829e+07 5.46061e+09 0.963006 0.057 0.006 0.062
142 2.4483e+07 5.44401e+09 0.963010 0.062 0.005 0.067
143 2.44837e+07 5.46055e+09 0.963037 0.025 0.010 0.035
144 2.44838e+07 5.44404e+09 0.963042 0.041 0.027 0.067
145 2.44844e+07 5.46071e+09 0.963064 0.031 0.009 0.040
146 2.44845e+07 5.44407e+09 0.963068 0.066 0.020 0.086
147 2.44852e+07 5.46058e+09 0.963095 0.043 0.018 0.061
148 2.44853e+07 5.44406e+09 0.963098 0.038 0.009 0.048
149 2.44858e+07 5.46072e+09 0.963120 0.033 0.018 0.051
150 2.44859e+07 5.44412e+09 0.963122 0.053 0.018 0.071
151 2.44866e+07 5.46068e+09 0.963150 0.047 0.007 0.054
152 2.44867e+07 5.4441e+09 0.963153 0.024 0.010 0.034
153 2.44872e+07 5.46075e+09 0.963174 0.051 0.020 0.071
154 2.44873e+07 5.44415e+09 0.963177 0.033 0.021 0.054
155 2.44879e+07 5.46068e+09 0.963203 0.046 0.009 0.055
156 2.4488e+07 5.44416e+09 0.963207 0.024 0.009 0.033
157 2.44886e+07 5.46085e+09 0.963228 0.044 0.024 0.068
158 2.44886e+07 5.4442e+09 0.963230 0.034 0.009 0.042
159 2.44892e+07 5.46071e+09 0.963255 0.055 0.009 0.064
160 2.44893e+07 5.44419e+09 0.963259 0.028 0.009 0.037
161 2.44899e+07 5.46084e+09 0.963279 0.072 0.016 0.088
162 2.44899e+07 5.44426e+09 0.963281 0.028 0.009 0.038
163 2.44906e+07 5.46079e+09 0.963307 0.024 0.011 0.035
164 2.44906e+07 5.44422e+09 0.963309 0.042 0.019 0.061
165 2.44911e+07 5.46086e+09 0.963329 0.025 0.019 0.044
166 2.44912e+07 5.44427e+09 0.963330 0.054 0.005 0.059
167 2.44918e+07 5.4608e+09 0.963355 0.024 0.009 0.033
168 2.44918e+07 5.4443e+09 0.963357 0.059 0.010 0.069
169 2.44924e+07 5.46095e+09 0.963377 0.051 0.019 0.070
170 2.44924e+07 5.44434e+09 0.963379 0.025 0.009 0.034
171 2.4493e+07 5.46083e+09 0.963402 0.044 0.020 0.063
172 2.4493e+07 5.44433e+09 0.963404 0.025 0.010 0.035
173 2.44935e+07 5.46099e+09 0.963424 0.090 0.006 0.097
174 2.44935e+07 5.44434e+09 0.963424 0.072 0.020 0.092
========================================================================================================
Total time for 174 iterations is: 9.967748
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.134909
Number of unique clusters: 299382
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 299382
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
Time to count edges: 0.051
Time to build the graph: 0.033
Total time: 0.138
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.44935e+07 5.46099e+09 0.963424 0.035 0.020 0.055
2 2.48041e+07 1.01008e+10 0.975630 0.045 0.009 0.054
3 2.49056e+07 1.40758e+10 0.979620 0.021 0.009 0.030
4 2.49307e+07 1.57847e+10 0.980602 0.058 0.020 0.078
5 2.49372e+07 1.65793e+10 0.980859 0.021 0.009 0.030
6 2.49401e+07 1.69725e+10 0.980970 0.043 0.009 0.052
7 2.49418e+07 1.72093e+10 0.981037 0.036 0.022 0.059
8 2.49433e+07 1.72827e+10 0.981098 0.036 0.008 0.044
9 2.49448e+07 1.7373e+10 0.981157 0.020 0.031 0.051
10 2.49465e+07 1.73795e+10 0.981224 0.043 0.010 0.053
11 2.49478e+07 1.74185e+10 0.981274 0.072 0.004 0.076
12 2.49493e+07 1.74123e+10 0.981334 0.020 0.024 0.044
13 2.49504e+07 1.74461e+10 0.981375 0.036 0.015 0.051
14 2.49519e+07 1.74265e+10 0.981436 0.020 0.009 0.029
15 2.4953e+07 1.7458e+10 0.981478 0.048 0.014 0.061
16 2.49545e+07 1.74428e+10 0.981537 0.035 0.018 0.053
17 2.49556e+07 1.74724e+10 0.981581 0.032 0.009 0.041
18 2.49572e+07 1.74547e+10 0.981642 0.047 0.029 0.076
19 2.49581e+07 1.74769e+10 0.981679 0.024 0.009 0.032
20 2.49595e+07 1.74576e+10 0.981733 0.044 0.022 0.067
21 2.49604e+07 1.74815e+10 0.981771 0.043 0.019 0.062
22 2.49618e+07 1.74582e+10 0.981824 0.026 0.009 0.035
23 2.49626e+07 1.74807e+10 0.981856 0.057 0.024 0.082
24 2.49639e+07 1.74591e+10 0.981907 0.021 0.009 0.029
25 2.49648e+07 1.74825e+10 0.981943 0.056 0.021 0.077
26 2.49661e+07 1.74591e+10 0.981993 0.025 0.005 0.029
27 2.49668e+07 1.74821e+10 0.982022 0.070 0.020 0.090
28 2.4968e+07 1.74597e+10 0.982069 0.020 0.009 0.029
29 2.49688e+07 1.74833e+10 0.982099 0.044 0.021 0.066
30 2.49701e+07 1.74602e+10 0.982149 0.020 0.009 0.029
31 2.49707e+07 1.74833e+10 0.982175 0.044 0.019 0.063
32 2.49718e+07 1.74605e+10 0.982218 0.024 0.008 0.032
33 2.49725e+07 1.74843e+10 0.982245 0.044 0.025 0.069
34 2.49737e+07 1.74612e+10 0.982292 0.025 0.009 0.034
35 2.49742e+07 1.7484e+10 0.982312 0.045 0.028 0.074
36 2.49753e+07 1.74617e+10 0.982354 0.020 0.009 0.029
37 2.49759e+07 1.74854e+10 0.982379 0.038 0.019 0.056
38 2.4977e+07 1.74616e+10 0.982420 0.031 0.013 0.044
39 2.49774e+07 1.74847e+10 0.982438 0.021 0.027 0.048
40 2.49784e+07 1.74621e+10 0.982477 0.051 0.005 0.056
41 2.4979e+07 1.74859e+10 0.982499 0.058 0.030 0.088
42 2.49801e+07 1.74631e+10 0.982542 0.021 0.009 0.029
43 2.49805e+07 1.74858e+10 0.982559 0.054 0.012 0.067
44 2.49814e+07 1.74631e+10 0.982595 0.029 0.009 0.038
45 2.49819e+07 1.74866e+10 0.982614 0.041 0.019 0.060
46 2.49829e+07 1.74636e+10 0.982654 0.032 0.009 0.041
47 2.49833e+07 1.74863e+10 0.982668 0.023 0.024 0.046
48 2.49841e+07 1.74637e+10 0.982702 0.049 0.005 0.054
49 2.49846e+07 1.74872e+10 0.982722 0.039 0.020 0.058
50 2.49856e+07 1.74638e+10 0.982760 0.036 0.004 0.040
51 2.49859e+07 1.74864e+10 0.982771 0.022 0.020 0.042
52 2.49867e+07 1.74638e+10 0.982804 0.044 0.009 0.054
53 2.49872e+07 1.74875e+10 0.982822 0.046 0.024 0.070
54 2.49881e+07 1.74643e+10 0.982858 0.026 0.005 0.031
55 2.49884e+07 1.7487e+10 0.982870 0.043 0.018 0.061
56 2.49892e+07 1.74643e+10 0.982901 0.021 0.008 0.030
57 2.49896e+07 1.74879e+10 0.982917 0.049 0.017 0.065
58 2.49905e+07 1.74649e+10 0.982952 0.021 0.008 0.030
59 2.49907e+07 1.74872e+10 0.982961 0.020 0.010 0.030
60 2.49915e+07 1.74648e+10 0.982992 0.045 0.015 0.060
61 2.49919e+07 1.74885e+10 0.983007 0.024 0.018 0.042
62 2.49928e+07 1.74653e+10 0.983042 0.046 0.015 0.060
63 2.49929e+07 1.74878e+10 0.983048 0.024 0.004 0.028
64 2.49936e+07 1.74648e+10 0.983076 0.046 0.025 0.071
65 2.4994e+07 1.74887e+10 0.983091 0.020 0.009 0.029
66 2.49949e+07 1.74657e+10 0.983124 0.054 0.024 0.078
67 2.4995e+07 1.74882e+10 0.983131 0.037 0.017 0.054
68 2.49957e+07 1.74654e+10 0.983157 0.038 0.014 0.052
69 2.4996e+07 1.74891e+10 0.983168 0.045 0.019 0.064
70 2.49968e+07 1.74658e+10 0.983200 0.022 0.009 0.030
71 2.49969e+07 1.74882e+10 0.983204 0.096 0.010 0.106
72 2.49976e+07 1.74656e+10 0.983231 0.022 0.019 0.041
73 2.49979e+07 1.74892e+10 0.983242 0.048 0.009 0.057
74 2.49986e+07 1.74661e+10 0.983273 0.020 0.011 0.030
75 2.49987e+07 1.74887e+10 0.983276 0.048 0.015 0.062
76 2.49994e+07 1.7466e+10 0.983302 0.026 0.027 0.053
77 2.49996e+07 1.74893e+10 0.983310 0.039 0.008 0.047
78 2.50003e+07 1.74662e+10 0.983340 0.020 0.009 0.029
79 2.50004e+07 1.74887e+10 0.983344 0.059 0.019 0.078
80 2.50011e+07 1.7466e+10 0.983369 0.044 0.018 0.062
81 2.50013e+07 1.74897e+10 0.983377 0.020 0.009 0.029
82 2.5002e+07 1.74665e+10 0.983406 0.045 0.020 0.065
83 2.50021e+07 1.74893e+10 0.983409 0.048 0.023 0.071
84 2.50027e+07 1.74666e+10 0.983433 0.028 0.008 0.037
85 2.50029e+07 1.74902e+10 0.983442 0.052 0.024 0.077
86 2.50036e+07 1.74666e+10 0.983469 0.025 0.004 0.029
87 2.50036e+07 1.74893e+10 0.983470 0.053 0.025 0.078
88 2.50041e+07 1.74668e+10 0.983486 0.020 0.009 0.029
89 2.50041e+07 1.74902e+10 0.983486 0.051 0.031 0.082
========================================================================================================
Total time for 89 iterations is: 4.633800
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.040688
Number of unique clusters: 129123
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 129123
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.043
Time to count edges: 0.021
Time to build the graph: 0.051
Total time: 0.115
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.046
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.50041e+07 1.74668e+10 0.983486 0.043 0.016 0.059
2 2.51455e+07 3.35285e+10 0.989025 0.041 0.019 0.061
3 2.51883e+07 4.68381e+10 0.990687 0.035 0.019 0.053
4 2.51991e+07 5.29502e+10 0.991103 0.035 0.008 0.044
5 2.52036e+07 5.58403e+10 0.991276 0.018 0.009 0.027
6 2.52061e+07 5.7369e+10 0.991373 0.042 0.020 0.062
7 2.52081e+07 5.82652e+10 0.991448 0.052 0.019 0.071
8 2.52091e+07 5.87649e+10 0.991489 0.019 0.009 0.028
9 2.52107e+07 5.92965e+10 0.991551 0.050 0.025 0.076
10 2.52117e+07 5.91749e+10 0.991589 0.046 0.023 0.069
11 2.5213e+07 5.93787e+10 0.991640 0.021 0.012 0.034
12 2.52138e+07 5.92012e+10 0.991670 0.059 0.009 0.067
13 2.5215e+07 5.9384e+10 0.991719 0.018 0.009 0.027
14 2.52158e+07 5.92111e+10 0.991752 0.049 0.021 0.069
15 2.5217e+07 5.93893e+10 0.991799 0.022 0.009 0.030
16 2.52178e+07 5.92167e+10 0.991828 0.044 0.027 0.071
17 2.52189e+07 5.93937e+10 0.991871 0.031 0.011 0.041
18 2.52195e+07 5.92201e+10 0.991897 0.062 0.009 0.071
19 2.52206e+07 5.93963e+10 0.991940 0.023 0.004 0.027
20 2.52212e+07 5.92215e+10 0.991962 0.032 0.014 0.047
21 2.52221e+07 5.93983e+10 0.991999 0.033 0.008 0.042
22 2.52227e+07 5.92251e+10 0.992022 0.018 0.009 0.027
23 2.52237e+07 5.93996e+10 0.992062 0.042 0.019 0.061
24 2.52242e+07 5.92252e+10 0.992082 0.025 0.009 0.033
25 2.52251e+07 5.94021e+10 0.992116 0.061 0.025 0.086
26 2.52256e+07 5.92304e+10 0.992135 0.037 0.021 0.058
27 2.52264e+07 5.94032e+10 0.992169 0.032 0.013 0.045
28 2.52269e+07 5.92282e+10 0.992187 0.046 0.017 0.063
29 2.52277e+07 5.9404e+10 0.992219 0.019 0.009 0.027
30 2.52282e+07 5.92322e+10 0.992239 0.052 0.019 0.071
31 2.5229e+07 5.94049e+10 0.992270 0.021 0.041 0.062
32 2.52294e+07 5.92307e+10 0.992286 0.032 0.011 0.043
33 2.52302e+07 5.94073e+10 0.992316 0.047 0.023 0.070
34 2.52305e+07 5.92351e+10 0.992329 0.019 0.009 0.027
35 2.52313e+07 5.94062e+10 0.992358 0.019 0.033 0.052
36 2.52316e+07 5.92324e+10 0.992371 0.037 0.009 0.045
37 2.52323e+07 5.94071e+10 0.992397 0.042 0.012 0.054
38 2.52326e+07 5.92374e+10 0.992412 0.035 0.008 0.043
39 2.52333e+07 5.94087e+10 0.992439 0.018 0.009 0.027
40 2.52336e+07 5.92346e+10 0.992451 0.057 0.010 0.067
41 2.52343e+07 5.94108e+10 0.992476 0.019 0.009 0.028
42 2.52345e+07 5.9239e+10 0.992485 0.020 0.025 0.045
43 2.52351e+07 5.94099e+10 0.992508 0.041 0.012 0.053
44 2.52352e+07 5.92343e+10 0.992514 0.018 0.033 0.051
45 2.52357e+07 5.94118e+10 0.992533 0.042 0.014 0.056
46 2.52357e+07 5.92394e+10 0.992532 0.052 0.021 0.073
========================================================================================================
Total time for 46 iterations is: 2.345958
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.016921
Number of unique clusters: 55980
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 55980
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.056
Time to count edges: 0.024
Time to build the graph: 0.030
Total time: 0.110
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.085
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.52357e+07 5.94118e+10 0.992533 0.026 0.029 0.055
2 2.52991e+07 1.07021e+11 0.994953 0.042 0.009 0.051
3 2.53182e+07 1.41714e+11 0.995650 0.068 0.020 0.087
4 2.5323e+07 1.55631e+11 0.995817 0.031 0.022 0.053
5 2.53251e+07 1.59825e+11 0.995895 0.034 0.009 0.043
6 2.53263e+07 1.61894e+11 0.995940 0.018 0.018 0.036
7 2.53276e+07 1.62005e+11 0.995990 0.045 0.015 0.060
8 2.53284e+07 1.62969e+11 0.996020 0.018 0.009 0.027
9 2.53294e+07 1.62448e+11 0.996058 0.039 0.013 0.052
10 2.533e+07 1.63188e+11 0.996082 0.039 0.020 0.059
11 2.53309e+07 1.62601e+11 0.996117 0.040 0.014 0.054
12 2.53315e+07 1.63207e+11 0.996139 0.035 0.009 0.044
13 2.53323e+07 1.62625e+11 0.996172 0.014 0.009 0.022
14 2.53328e+07 1.63222e+11 0.996190 0.040 0.024 0.064
15 2.53335e+07 1.62643e+11 0.996221 0.019 0.009 0.028
16 2.5334e+07 1.63241e+11 0.996238 0.039 0.018 0.057
17 2.53347e+07 1.62648e+11 0.996267 0.036 0.020 0.056
18 2.53351e+07 1.63242e+11 0.996282 0.032 0.017 0.049
19 2.53358e+07 1.62658e+11 0.996309 0.043 0.014 0.057
20 2.53361e+07 1.63256e+11 0.996321 0.018 0.009 0.026
21 2.53366e+07 1.62671e+11 0.996342 0.038 0.020 0.058
22 2.53368e+07 1.63259e+11 0.996348 0.031 0.019 0.050
23 2.53372e+07 1.62673e+11 0.996367 0.032 0.005 0.037
24 2.53372e+07 1.63267e+11 0.996366 0.041 0.019 0.061
========================================================================================================
Total time for 24 iterations is: 1.185981
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.007060
Number of unique clusters: 25862
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 25862
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.075
Time to count edges: 0.012
Time to build the graph: 0.017
Total time: 0.104
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.063
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53372e+07 1.62673e+11 0.996367 0.020 0.038 0.058
2 2.53638e+07 2.60018e+11 0.997259 0.035 0.009 0.043
3 2.53711e+07 2.96608e+11 0.997491 0.017 0.009 0.026
4 2.53729e+07 3.04311e+11 0.997549 0.039 0.009 0.048
5 2.5374e+07 3.08576e+11 0.997588 0.017 0.009 0.026
6 2.53747e+07 3.09753e+11 0.997614 0.048 0.015 0.063
7 2.53754e+07 3.09817e+11 0.997638 0.017 0.009 0.026
8 2.53759e+07 3.10288e+11 0.997659 0.038 0.019 0.057
9 2.53764e+07 3.10239e+11 0.997679 0.038 0.019 0.057
10 2.53768e+07 3.11189e+11 0.997693 0.039 0.011 0.049
11 2.53772e+07 3.10531e+11 0.997708 0.017 0.034 0.051
12 2.53774e+07 3.11172e+11 0.997718 0.039 0.011 0.050
13 2.53776e+07 3.10653e+11 0.997724 0.041 0.020 0.062
14 2.53777e+07 3.11277e+11 0.997728 0.027 0.005 0.032
15 2.53778e+07 3.10614e+11 0.997734 0.042 0.019 0.061
16 2.53779e+07 3.11337e+11 0.997737 0.024 0.024 0.048
17 2.5378e+07 3.10691e+11 0.997739 0.050 0.010 0.059
18 2.5378e+07 3.11333e+11 0.997741 0.017 0.015 0.032
19 2.53781e+07 3.10685e+11 0.997745 0.041 0.018 0.058
20 2.53782e+07 3.11365e+11 0.997747 0.017 0.009 0.026
21 2.53782e+07 3.10729e+11 0.997750 0.049 0.009 0.058
22 2.53783e+07 3.11416e+11 0.997752 0.042 0.020 0.062
23 2.53784e+07 3.10745e+11 0.997756 0.034 0.025 0.058
24 2.53784e+07 3.11433e+11 0.997757 0.028 0.008 0.037
25 2.53785e+07 3.10751e+11 0.997760 0.017 0.022 0.040
26 2.53786e+07 3.11416e+11 0.997762 0.050 0.013 0.063
27 2.53786e+07 3.10781e+11 0.997766 0.017 0.009 0.026
28 2.53787e+07 3.11463e+11 0.997767 0.053 0.024 0.076
========================================================================================================
Total time for 28 iterations is: 1.353724
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.003076
Number of unique clusters: 13559
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13559
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.024
Time to build the graph: 0.041
Total time: 0.091
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53786e+07 3.10781e+11 0.997766 0.039 0.013 0.052
2 2.53872e+07 3.70824e+11 0.998011 0.037 0.010 0.048
3 2.53891e+07 3.8443e+11 0.998065 0.014 0.009 0.023
4 2.53897e+07 3.88834e+11 0.998081 0.039 0.014 0.053
5 2.53901e+07 3.89943e+11 0.998094 0.034 0.009 0.043
6 2.53904e+07 3.89163e+11 0.998106 0.039 0.020 0.060
7 2.53906e+07 3.90085e+11 0.998112 0.030 0.011 0.041
8 2.53906e+07 3.89145e+11 0.998116 0.041 0.019 0.060
9 2.53907e+07 3.90048e+11 0.998119 0.023 0.026 0.049
10 2.53908e+07 3.89279e+11 0.998122 0.037 0.006 0.043
11 2.53909e+07 3.90258e+11 0.998125 0.017 0.009 0.026
12 2.53909e+07 3.89552e+11 0.998128 0.025 0.013 0.038
13 2.53911e+07 3.90419e+11 0.998132 0.034 0.022 0.056
14 2.53911e+07 3.8944e+11 0.998134 0.032 0.009 0.040
15 2.53911e+07 3.90402e+11 0.998135 0.040 0.021 0.060
16 2.53912e+07 3.89597e+11 0.998138 0.017 0.009 0.026
17 2.53912e+07 3.90393e+11 0.998139 0.052 0.020 0.072
18 2.53913e+07 3.89721e+11 0.998141 0.027 0.019 0.047
19 2.53913e+07 3.90523e+11 0.998141 0.039 0.009 0.048
========================================================================================================
Total time for 19 iterations is: 0.883991
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001513
Number of unique clusters: 9490
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 9490
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
Time to count edges: 0.035
Time to build the graph: 0.036
Total time: 0.130
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53913e+07 3.89721e+11 0.998141 0.035 0.019 0.054
2 2.53933e+07 4.08322e+11 0.998192 0.040 0.025 0.064
3 2.53938e+07 4.10897e+11 0.998206 0.038 0.025 0.062
4 2.53939e+07 4.10808e+11 0.998212 0.038 0.004 0.043
5 2.53941e+07 4.1145e+11 0.998217 0.038 0.020 0.058
6 2.53942e+07 4.11377e+11 0.998222 0.017 0.009 0.026
7 2.53943e+07 4.11489e+11 0.998226 0.048 0.025 0.073
8 2.53943e+07 4.11558e+11 0.998228 0.018 0.008 0.027
9 2.53944e+07 4.11664e+11 0.998231 0.048 0.020 0.067
10 2.53945e+07 4.11745e+11 0.998233 0.023 0.009 0.032
11 2.53945e+07 4.11885e+11 0.998234 0.047 0.025 0.071
12 2.53945e+07 4.11732e+11 0.998235 0.025 0.009 0.034
========================================================================================================
Total time for 12 iterations is: 0.611304
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001095
Number of unique clusters: 8303
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 8303
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.064
Time to count edges: 0.009
Time to build the graph: 0.013
Total time: 0.086
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.053
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53945e+07 4.11885e+11 0.998234 0.022 0.006 0.027
2 2.53949e+07 4.15333e+11 0.998245 0.040 0.018 0.059
3 2.53951e+07 4.15827e+11 0.998251 0.028 0.009 0.037
4 2.53952e+07 4.15907e+11 0.998255 0.034 0.025 0.058
5 2.53953e+07 4.15983e+11 0.998258 0.045 0.019 0.064
6 2.53953e+07 4.15936e+11 0.998260 0.039 0.013 0.051
7 2.53954e+07 4.15961e+11 0.998262 0.054 0.024 0.078
8 2.53954e+07 4.1601e+11 0.998263 0.037 0.021 0.058
9 2.53955e+07 4.16062e+11 0.998265 0.025 0.009 0.034
10 2.53955e+07 4.16042e+11 0.998265 0.017 0.009 0.026
========================================================================================================
Total time for 10 iterations is: 0.492050
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000894
Number of unique clusters: 7896
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7896
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
Time to count edges: 0.009
Time to build the graph: 0.019
Total time: 0.077
===============================
Phase 13
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53955e+07 4.16062e+11 0.998265 0.061 0.025 0.086
2 2.53956e+07 4.16792e+11 0.998269 0.018 0.009 0.026
3 2.53957e+07 4.16939e+11 0.998273 0.048 0.024 0.072
4 2.53958e+07 4.17057e+11 0.998275 0.032 0.014 0.046
5 2.53958e+07 4.17058e+11 0.998277 0.028 0.009 0.037
6 2.53958e+07 4.17014e+11 0.998278 0.041 0.023 0.064
7 2.53959e+07 4.17041e+11 0.998280 0.031 0.013 0.044
8 2.53959e+07 4.17145e+11 0.998281 0.017 0.009 0.026
========================================================================================================
Total time for 8 iterations is: 0.402161
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001270
Number of unique clusters: 7707
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7707
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.075
===============================
Phase 14
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.034
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53959e+07 4.17041e+11 0.998280 0.017 0.033 0.050
2 2.5396e+07 4.17041e+11 0.998283 0.038 0.007 0.045
3 2.5396e+07 4.17046e+11 0.998286 0.017 0.009 0.026
4 2.53961e+07 4.17042e+11 0.998288 0.039 0.012 0.051
5 2.53961e+07 4.17043e+11 0.998289 0.013 0.009 0.022
6 2.53961e+07 4.17104e+11 0.998290 0.052 0.016 0.067
7 2.53962e+07 4.17173e+11 0.998291 0.020 0.009 0.029
========================================================================================================
Total time for 7 iterations is: 0.289174
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000878
Number of unique clusters: 7574
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7574
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.040
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.067
===============================
Phase 15
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53961e+07 4.17104e+11 0.998290 0.017 0.008 0.026
2 2.53962e+07 4.17105e+11 0.998292 0.024 0.009 0.033
3 2.53962e+07 4.17105e+11 0.998294 0.017 0.009 0.025
4 2.53963e+07 4.17105e+11 0.998296 0.040 0.024 0.064
5 2.53963e+07 4.17143e+11 0.998297 0.035 0.021 0.056
========================================================================================================
Total time for 5 iterations is: 0.204404
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001167
Number of unique clusters: 7498
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7498
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.014
Time to build the graph: 0.039
Total time: 0.079
===============================
Phase 16
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53963e+07 4.17105e+11 0.998296 0.086 0.014 0.100
2 2.53963e+07 4.17105e+11 0.998297 0.019 0.037 0.056
3 2.53964e+07 4.17106e+11 0.998299 0.029 0.018 0.047
4 2.53964e+07 4.17143e+11 0.998300 0.037 0.025 0.062
========================================================================================================
Total time for 4 iterations is: 0.264789
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000820
Number of unique clusters: 7464
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7464
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.066
Time to count edges: 0.025
Time to build the graph: 0.032
Total time: 0.123
===============================
Phase 17
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.086
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53964e+07 4.17106e+11 0.998299 0.020 0.009 0.028
2 2.53964e+07 4.17106e+11 0.998300 0.017 0.038 0.055
========================================================================================================
Total time for 2 iterations is: 0.083430
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001173
Number of unique clusters: 7464
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 17
Total number of iterations : 1009
Final number of clusters : 7464
Final modularity : 0.998299
Total time for clustering : 76.380632
Total time for building phases : 3.527506
********************************************
TOTAL TIME : 79.908139
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/europe_osm.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 50912018, |T|= 50912018, |E|= 54054660
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 54054660 to 54054661
Done cumulative addition for edgeListPtrs: 0.059943 sec.
Time for allocating memory for edgeList = 0.021248
About to build edgeList...
Time for building edgeList = 0.201331
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 50912018
Number of edges : 54054661
Maximum out-degree is: 13
Average out-degree is: 2.123454
Expected value of X^2: 4.739109
Variance is : 0.230052
Standard deviation : 0.479638
Isolated vertices : 0 (0.00%)
Degree-one vertices : 2055578 (4.04%)
Density : 0.000002%
*******************************************
|V|= 50912018, |E|= 54054661
Done duplicating the graph: 0.102427 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.106
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 2.41278e+08 -0.000000 0.704 0.017 0.721
2 1.70106e+07 3.20021e+08 0.157346 0.635 0.017 0.652
3 2.56381e+07 3.77038e+08 0.237150 0.586 0.019 0.605
4 3.06829e+07 4.08297e+08 0.283813 0.567 0.017 0.584
5 3.31567e+07 4.2595e+08 0.306696 0.429 0.016 0.445
6 3.53051e+07 4.37454e+08 0.326569 0.452 0.017 0.469
7 3.69094e+07 4.47526e+08 0.341408 0.415 0.016 0.431
8 3.80756e+07 4.53104e+08 0.352195 0.385 0.016 0.401
9 3.90789e+07 4.59336e+08 0.361476 0.403 0.012 0.415
10 3.99072e+07 4.62819e+08 0.369137 0.423 0.017 0.439
11 4.05589e+07 4.66904e+08 0.375166 0.421 0.017 0.437
12 4.12263e+07 4.69375e+08 0.381339 0.422 0.019 0.441
13 4.16745e+07 4.72451e+08 0.385485 0.421 0.017 0.438
14 4.21813e+07 4.74002e+08 0.390173 0.429 0.016 0.445
15 4.25619e+07 4.76759e+08 0.393693 0.433 0.018 0.451
16 4.29573e+07 4.77704e+08 0.397350 0.400 0.017 0.417
17 4.32456e+07 4.79965e+08 0.400017 0.368 0.016 0.384
18 4.35975e+07 4.80701e+08 0.403272 0.407 0.015 0.422
19 4.38206e+07 4.8267e+08 0.405336 0.376 0.018 0.394
20 4.41145e+07 4.83114e+08 0.408055 0.381 0.016 0.397
21 4.4312e+07 4.84911e+08 0.409881 0.400 0.016 0.417
22 4.4557e+07 4.85187e+08 0.412147 0.388 0.015 0.403
23 4.47165e+07 4.86765e+08 0.413623 0.431 0.016 0.446
24 4.49485e+07 4.86948e+08 0.415769 0.410 0.016 0.426
25 4.50702e+07 4.88431e+08 0.416894 0.368 0.017 0.385
26 4.52711e+07 4.88425e+08 0.418753 0.403 0.017 0.420
27 4.53874e+07 4.89871e+08 0.419828 0.418 0.016 0.434
28 4.55634e+07 4.8976e+08 0.421457 0.419 0.017 0.435
29 4.56554e+07 4.91084e+08 0.422308 0.379 0.017 0.396
30 4.58255e+07 4.90982e+08 0.423881 0.369 0.018 0.386
31 4.58989e+07 4.922e+08 0.424560 0.491 0.022 0.513
32 4.6053e+07 4.91996e+08 0.425986 0.518 0.024 0.543
33 4.61229e+07 4.93211e+08 0.426632 0.532 0.032 0.564
34 4.6258e+07 4.92952e+08 0.427882 0.507 0.017 0.523
35 4.63144e+07 4.94092e+08 0.428403 0.545 0.028 0.573
36 4.64505e+07 4.93801e+08 0.429663 0.467 0.019 0.486
37 4.64928e+07 4.94918e+08 0.430053 0.529 0.016 0.546
38 4.66152e+07 4.94561e+08 0.431186 0.508 0.017 0.525
39 4.66589e+07 4.95661e+08 0.431590 0.518 0.043 0.562
40 4.67716e+07 4.95279e+08 0.432633 0.528 0.032 0.560
41 4.68043e+07 4.96317e+08 0.432935 0.567 0.019 0.586
42 4.69156e+07 4.95945e+08 0.433965 0.510 0.018 0.529
43 4.69397e+07 4.96941e+08 0.434187 0.534 0.017 0.551
44 4.70452e+07 4.9651e+08 0.435163 0.517 0.031 0.548
45 4.707e+07 4.97539e+08 0.435393 0.527 0.016 0.543
46 4.71645e+07 4.97075e+08 0.436267 0.511 0.019 0.530
47 4.71821e+07 4.98044e+08 0.436430 0.514 0.024 0.537
48 4.72808e+07 4.97583e+08 0.437342 0.554 0.021 0.575
49 4.72907e+07 4.98546e+08 0.437434 0.524 0.025 0.549
50 4.73809e+07 4.9806e+08 0.438269 0.576 0.033 0.609
51 4.73934e+07 4.98999e+08 0.438384 0.537 0.031 0.568
52 4.74791e+07 4.98494e+08 0.439177 0.544 0.043 0.587
53 4.74853e+07 4.99419e+08 0.439234 0.558 0.031 0.589
54 4.75701e+07 4.9892e+08 0.440019 0.495 0.019 0.514
55 4.75713e+07 4.99821e+08 0.440030 0.542 0.017 0.558
56 4.76541e+07 4.99277e+08 0.440796 0.577 0.016 0.593
57 4.76567e+07 5.00207e+08 0.440819 0.606 0.033 0.639
58 4.77315e+07 4.99653e+08 0.441512 0.543 0.024 0.566
59 4.77299e+07 5.00533e+08 0.441497 0.517 0.017 0.535
========================================================================================================
Total time for 59 iterations is: 29.639917
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 15.036774
Number of unique clusters: 25439530
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 25439530
Actual number of threads: 64 (requested: 64)
Time to initialize: 5.499
Time to count edges: 7.185
Time to build the graph: 0.266
Total time: 12.950
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.123
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.77315e+07 4.99653e+08 0.441512 0.446 0.036 0.482
2 6.26966e+07 7.56855e+08 0.579937 0.379 0.037 0.416
3 6.84395e+07 9.48104e+08 0.633058 0.362 0.020 0.382
4 7.02333e+07 1.00467e+09 0.649651 0.361 0.015 0.376
5 7.09377e+07 1.03768e+09 0.656166 0.325 0.018 0.342
6 7.15966e+07 1.05241e+09 0.662261 0.358 0.013 0.371
7 7.2083e+07 1.07073e+09 0.666760 0.333 0.015 0.349
8 7.24964e+07 1.07603e+09 0.670584 0.327 0.015 0.342
9 7.2813e+07 1.08803e+09 0.673513 0.377 0.013 0.390
10 7.31206e+07 1.08954e+09 0.676358 0.346 0.011 0.357
11 7.33496e+07 1.09873e+09 0.678477 0.373 0.015 0.388
12 7.35896e+07 1.09853e+09 0.680696 0.359 0.017 0.376
13 7.37579e+07 1.10617e+09 0.682253 0.331 0.015 0.346
14 7.39503e+07 1.10475e+09 0.684033 0.319 0.016 0.334
15 7.40913e+07 1.1117e+09 0.685337 0.371 0.016 0.387
16 7.42457e+07 1.10959e+09 0.686765 0.337 0.016 0.353
17 7.43568e+07 1.116e+09 0.687793 0.319 0.027 0.345
18 7.4491e+07 1.1134e+09 0.689034 0.353 0.031 0.384
19 7.45857e+07 1.11942e+09 0.689910 0.332 0.015 0.348
20 7.46996e+07 1.11654e+09 0.690963 0.334 0.032 0.366
21 7.4777e+07 1.12229e+09 0.691679 0.334 0.019 0.353
22 7.48788e+07 1.11916e+09 0.692621 0.323 0.015 0.339
23 7.49462e+07 1.12464e+09 0.693245 0.331 0.027 0.358
24 7.50366e+07 1.12138e+09 0.694081 0.318 0.016 0.334
25 7.50924e+07 1.12676e+09 0.694597 0.316 0.015 0.331
26 7.51753e+07 1.12327e+09 0.695364 0.344 0.025 0.368
27 7.52251e+07 1.12851e+09 0.695825 0.319 0.016 0.335
28 7.52993e+07 1.12494e+09 0.696510 0.351 0.017 0.368
29 7.53405e+07 1.13011e+09 0.696892 0.289 0.031 0.320
30 7.54061e+07 1.12632e+09 0.697498 0.308 0.023 0.331
31 7.54109e+07 1.13067e+09 0.697543 0.288 0.028 0.316
32 7.54442e+07 1.12643e+09 0.697851 0.337 0.015 0.353
33 7.54475e+07 1.13092e+09 0.697882 0.327 0.015 0.342
34 7.54826e+07 1.12664e+09 0.698206 0.315 0.015 0.330
35 7.54874e+07 1.1311e+09 0.698250 0.338 0.030 0.368
36 7.55199e+07 1.12685e+09 0.698551 0.331 0.017 0.348
37 7.55221e+07 1.13137e+09 0.698571 0.329 0.015 0.344
38 7.55548e+07 1.12702e+09 0.698874 0.350 0.027 0.377
39 7.55584e+07 1.13149e+09 0.698907 0.334 0.015 0.349
40 7.55886e+07 1.1272e+09 0.699186 0.341 0.016 0.357
41 7.55878e+07 1.13169e+09 0.699180 0.329 0.021 0.350
========================================================================================================
Total time for 41 iterations is: 14.703722
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 9.037384
Number of unique clusters: 12276454
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 12276454
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.928
Time to count edges: 0.997
Time to build the graph: 0.179
Total time: 2.103
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.073
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 7.55886e+07 1.1272e+09 0.699186 0.237 0.012 0.248
2 8.55419e+07 1.86823e+09 0.791253 0.205 0.045 0.251
3 8.87486e+07 2.41378e+09 0.820915 0.201 0.018 0.218
4 8.94757e+07 2.56606e+09 0.827640 0.202 0.026 0.228
5 8.97093e+07 2.6472e+09 0.829801 0.205 0.013 0.218
6 8.99377e+07 2.67399e+09 0.831914 0.229 0.013 0.242
7 9.01069e+07 2.71297e+09 0.833479 0.192 0.013 0.204
8 9.02647e+07 2.71669e+09 0.834939 0.227 0.019 0.245
9 9.03801e+07 2.74153e+09 0.836006 0.217 0.013 0.230
10 9.05057e+07 2.73745e+09 0.837168 0.200 0.027 0.227
11 9.0593e+07 2.757e+09 0.837976 0.185 0.013 0.199
12 9.06933e+07 2.75019e+09 0.838904 0.239 0.013 0.253
13 9.07599e+07 2.76732e+09 0.839520 0.192 0.014 0.207
14 9.08457e+07 2.75862e+09 0.840313 0.203 0.024 0.227
15 9.08951e+07 2.77407e+09 0.840770 0.199 0.015 0.214
16 9.09386e+07 2.76225e+09 0.841172 0.212 0.026 0.238
17 9.09568e+07 2.77573e+09 0.841341 0.185 0.024 0.209
18 9.0998e+07 2.76349e+09 0.841722 0.222 0.012 0.234
19 9.10123e+07 2.77636e+09 0.841854 0.175 0.010 0.186
20 9.10484e+07 2.76414e+09 0.842188 0.237 0.013 0.249
21 9.10489e+07 2.77688e+09 0.842193 0.216 0.011 0.226
22 9.10731e+07 2.76435e+09 0.842416 0.242 0.011 0.253
23 9.10701e+07 2.77687e+09 0.842389 0.173 0.022 0.195
========================================================================================================
Total time for 23 iterations is: 5.200280
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 5.486056
Number of unique clusters: 5779091
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 5779091
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.542
Time to count edges: 0.513
Time to build the graph: 0.115
Total time: 1.170
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.052
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.10731e+07 2.76435e+09 0.842416 0.134 0.017 0.151
2 9.68265e+07 4.86417e+09 0.895634 0.143 0.012 0.155
3 9.85901e+07 6.47502e+09 0.911948 0.151 0.010 0.161
4 9.89792e+07 7.00169e+09 0.915547 0.158 0.019 0.177
5 9.90995e+07 7.24581e+09 0.916659 0.140 0.010 0.151
6 9.91973e+07 7.32728e+09 0.917564 0.135 0.011 0.145
7 9.92714e+07 7.41523e+09 0.918249 0.132 0.006 0.138
8 9.93284e+07 7.42187e+09 0.918776 0.140 0.010 0.150
9 9.93602e+07 7.46055e+09 0.919071 0.127 0.010 0.138
10 9.93924e+07 7.4407e+09 0.919369 0.130 0.010 0.140
11 9.94079e+07 7.47112e+09 0.919512 0.149 0.021 0.170
12 9.94186e+07 7.44621e+09 0.919611 0.143 0.015 0.159
13 9.94235e+07 7.47438e+09 0.919656 0.133 0.011 0.144
14 9.94336e+07 7.44778e+09 0.919750 0.092 0.016 0.108
15 9.94396e+07 7.47523e+09 0.919805 0.137 0.025 0.161
16 9.94492e+07 7.44881e+09 0.919894 0.136 0.012 0.148
17 9.9454e+07 7.47587e+09 0.919939 0.148 0.020 0.168
18 9.9464e+07 7.44881e+09 0.920031 0.132 0.009 0.142
19 9.94696e+07 7.47595e+09 0.920083 0.119 0.016 0.135
20 9.94791e+07 7.44952e+09 0.920171 0.142 0.006 0.147
21 9.94835e+07 7.4764e+09 0.920212 0.140 0.007 0.147
22 9.94929e+07 7.4493e+09 0.920299 0.127 0.010 0.137
23 9.9498e+07 7.47631e+09 0.920346 0.130 0.010 0.140
24 9.9507e+07 7.44991e+09 0.920429 0.121 0.018 0.140
25 9.95109e+07 7.47674e+09 0.920465 0.130 0.011 0.141
26 9.95199e+07 7.44967e+09 0.920548 0.133 0.015 0.148
27 9.95244e+07 7.4766e+09 0.920590 0.096 0.020 0.115
28 9.95328e+07 7.45015e+09 0.920667 0.086 0.011 0.097
29 9.95362e+07 7.47703e+09 0.920699 0.150 0.022 0.173
30 9.95448e+07 7.44994e+09 0.920778 0.130 0.007 0.137
31 9.95487e+07 7.47691e+09 0.920815 0.087 0.025 0.112
32 9.95567e+07 7.45045e+09 0.920889 0.113 0.016 0.128
33 9.95597e+07 7.47721e+09 0.920916 0.140 0.008 0.148
34 9.95679e+07 7.45016e+09 0.920992 0.123 0.010 0.133
35 9.95715e+07 7.4771e+09 0.921025 0.122 0.011 0.133
36 9.95791e+07 7.45068e+09 0.921096 0.137 0.010 0.147
37 9.95816e+07 7.47743e+09 0.921118 0.125 0.011 0.136
38 9.95895e+07 7.45042e+09 0.921192 0.124 0.011 0.135
39 9.95927e+07 7.47729e+09 0.921222 0.120 0.011 0.131
40 9.95999e+07 7.45088e+09 0.921288 0.110 0.022 0.132
41 9.96021e+07 7.47763e+09 0.921309 0.127 0.015 0.142
42 9.96097e+07 7.45062e+09 0.921379 0.127 0.011 0.138
43 9.96126e+07 7.47747e+09 0.921405 0.115 0.020 0.135
44 9.96195e+07 7.45107e+09 0.921469 0.101 0.021 0.122
45 9.96213e+07 7.47775e+09 0.921486 0.109 0.026 0.135
46 9.96286e+07 7.45081e+09 0.921553 0.134 0.016 0.149
47 9.96311e+07 7.47765e+09 0.921576 0.124 0.010 0.134
48 9.96377e+07 7.45128e+09 0.921638 0.121 0.010 0.131
49 9.96392e+07 7.47797e+09 0.921652 0.126 0.010 0.137
50 9.96464e+07 7.45108e+09 0.921718 0.118 0.010 0.129
51 9.96484e+07 7.47785e+09 0.921737 0.131 0.006 0.137
52 9.96548e+07 7.45146e+09 0.921796 0.125 0.010 0.135
53 9.9656e+07 7.47814e+09 0.921807 0.124 0.010 0.134
54 9.9663e+07 7.45124e+09 0.921871 0.122 0.010 0.131
55 9.96647e+07 7.47803e+09 0.921888 0.096 0.027 0.124
56 9.9671e+07 7.45167e+09 0.921945 0.131 0.011 0.142
57 9.9672e+07 7.47833e+09 0.921955 0.128 0.011 0.139
58 9.96786e+07 7.45141e+09 0.922016 0.128 0.010 0.138
59 9.96802e+07 7.47816e+09 0.922031 0.135 0.010 0.146
60 9.96862e+07 7.45181e+09 0.922086 0.128 0.013 0.142
61 9.96869e+07 7.47845e+09 0.922093 0.105 0.021 0.126
62 9.96934e+07 7.45157e+09 0.922153 0.118 0.043 0.161
63 9.96948e+07 7.47832e+09 0.922166 0.123 0.010 0.132
64 9.97005e+07 7.45198e+09 0.922218 0.129 0.010 0.139
65 9.9701e+07 7.47859e+09 0.922223 0.123 0.007 0.129
66 9.97073e+07 7.45172e+09 0.922281 0.123 0.011 0.134
67 9.97084e+07 7.47848e+09 0.922292 0.123 0.010 0.133
68 9.9714e+07 7.45213e+09 0.922343 0.131 0.006 0.137
69 9.97144e+07 7.47873e+09 0.922347 0.120 0.009 0.129
70 9.97204e+07 7.45185e+09 0.922403 0.131 0.010 0.141
71 9.97213e+07 7.47859e+09 0.922411 0.123 0.012 0.135
72 9.97266e+07 7.45225e+09 0.922460 0.148 0.010 0.158
73 9.97268e+07 7.47884e+09 0.922462 0.127 0.010 0.137
74 9.97328e+07 7.45201e+09 0.922517 0.125 0.010 0.135
75 9.97335e+07 7.47872e+09 0.922524 0.107 0.023 0.131
76 9.97388e+07 7.45238e+09 0.922572 0.110 0.020 0.130
77 9.97388e+07 7.47898e+09 0.922573 0.117 0.021 0.138
========================================================================================================
Total time for 77 iterations is: 10.745631
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.803858
Number of unique clusters: 2571025
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 2571025
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.219
Time to count edges: 0.266
Time to build the graph: 0.064
Total time: 0.549
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.033
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.97388e+07 7.45238e+09 0.922572 0.109 0.009 0.119
2 1.02666e+08 1.36346e+10 0.949646 0.111 0.006 0.117
3 1.0358e+08 1.86316e+10 0.958101 0.062 0.017 0.079
4 1.03786e+08 2.05195e+10 0.960004 0.055 0.009 0.064
5 1.03844e+08 2.13701e+10 0.960548 0.108 0.010 0.117
6 1.03862e+08 2.16392e+10 0.960711 0.091 0.016 0.108
7 1.03874e+08 2.18863e+10 0.960820 0.101 0.018 0.119
8 1.03879e+08 2.18936e+10 0.960867 0.044 0.010 0.054
9 1.03889e+08 2.20081e+10 0.960961 0.066 0.009 0.075
10 1.03896e+08 2.19494e+10 0.961024 0.110 0.009 0.119
11 1.03906e+08 2.20371e+10 0.961117 0.050 0.026 0.075
12 1.03913e+08 2.19658e+10 0.961179 0.073 0.027 0.101
13 1.03922e+08 2.20451e+10 0.961267 0.055 0.035 0.090
14 1.03929e+08 2.19714e+10 0.961331 0.075 0.005 0.080
15 1.03938e+08 2.2048e+10 0.961418 0.103 0.005 0.108
16 1.03944e+08 2.19727e+10 0.961474 0.047 0.024 0.072
17 1.03954e+08 2.205e+10 0.961558 0.074 0.008 0.082
18 1.0396e+08 2.19748e+10 0.961615 0.103 0.005 0.107
19 1.03968e+08 2.20508e+10 0.961692 0.098 0.013 0.111
20 1.03973e+08 2.19752e+10 0.961740 0.045 0.014 0.059
21 1.03981e+08 2.2052e+10 0.961815 0.065 0.010 0.075
22 1.03987e+08 2.19767e+10 0.961866 0.079 0.009 0.089
23 1.03995e+08 2.20526e+10 0.961938 0.104 0.019 0.123
24 1.03999e+08 2.19769e+10 0.961980 0.091 0.014 0.105
25 1.04007e+08 2.20534e+10 0.962048 0.053 0.005 0.058
26 1.04011e+08 2.19776e+10 0.962089 0.101 0.009 0.110
27 1.04018e+08 2.20536e+10 0.962157 0.098 0.010 0.108
28 1.04022e+08 2.19779e+10 0.962195 0.092 0.015 0.107
29 1.04029e+08 2.20545e+10 0.962260 0.048 0.029 0.077
30 1.04034e+08 2.19789e+10 0.962298 0.079 0.011 0.090
31 1.0404e+08 2.20546e+10 0.962360 0.068 0.009 0.077
32 1.04044e+08 2.1979e+10 0.962393 0.089 0.010 0.098
33 1.0405e+08 2.20554e+10 0.962452 0.062 0.024 0.086
34 1.04054e+08 2.19799e+10 0.962486 0.061 0.009 0.070
35 1.0406e+08 2.20556e+10 0.962545 0.067 0.015 0.082
36 1.04063e+08 2.19798e+10 0.962573 0.053 0.035 0.088
37 1.04069e+08 2.20563e+10 0.962629 0.084 0.022 0.107
38 1.04073e+08 2.19807e+10 0.962658 0.053 0.009 0.062
39 1.04076e+08 2.20561e+10 0.962689 0.101 0.009 0.111
40 1.04076e+08 2.19804e+10 0.962692 0.059 0.025 0.084
41 1.04079e+08 2.20568e+10 0.962722 0.084 0.020 0.105
42 1.0408e+08 2.19811e+10 0.962727 0.060 0.025 0.084
43 1.04083e+08 2.20566e+10 0.962757 0.071 0.009 0.080
44 1.04083e+08 2.19805e+10 0.962758 0.092 0.013 0.105
45 1.04087e+08 2.2057e+10 0.962788 0.045 0.009 0.054
46 1.04087e+08 2.19815e+10 0.962794 0.077 0.008 0.085
47 1.0409e+08 2.20568e+10 0.962823 0.060 0.020 0.080
48 1.0409e+08 2.1981e+10 0.962824 0.059 0.019 0.078
49 1.04093e+08 2.20573e+10 0.962852 0.069 0.009 0.079
50 1.04094e+08 2.19816e+10 0.962856 0.095 0.025 0.120
51 1.04097e+08 2.20571e+10 0.962884 0.042 0.025 0.067
52 1.04097e+08 2.19814e+10 0.962885 0.071 0.031 0.102
========================================================================================================
Total time for 52 iterations is: 4.701845
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.850593
Number of unique clusters: 1119220
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1119220
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.096
Time to count edges: 0.143
Time to build the graph: 0.061
Total time: 0.300
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.050
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.04097e+08 2.20571e+10 0.962884 0.104 0.010 0.113
2 1.05485e+08 4.11189e+10 0.975721 0.057 0.009 0.066
3 1.05903e+08 5.71733e+10 0.979586 0.067 0.013 0.080
4 1.06004e+08 6.3907e+10 0.980517 0.052 0.020 0.071
5 1.06044e+08 6.70389e+10 0.980887 0.055 0.030 0.085
6 1.0606e+08 6.82556e+10 0.981037 0.038 0.005 0.042
7 1.06075e+08 6.91476e+10 0.981176 0.085 0.013 0.098
8 1.06083e+08 6.92625e+10 0.981248 0.052 0.024 0.076
9 1.06094e+08 6.96189e+10 0.981349 0.033 0.005 0.038
10 1.061e+08 6.95183e+10 0.981405 0.046 0.020 0.066
11 1.0611e+08 6.97702e+10 0.981497 0.052 0.013 0.065
12 1.06115e+08 6.9622e+10 0.981549 0.040 0.019 0.059
13 1.06124e+08 6.98928e+10 0.981630 0.054 0.011 0.065
14 1.06129e+08 6.9711e+10 0.981674 0.061 0.012 0.073
15 1.06138e+08 6.99437e+10 0.981758 0.053 0.033 0.086
16 1.06141e+08 6.97581e+10 0.981791 0.040 0.005 0.045
17 1.0615e+08 6.99615e+10 0.981870 0.092 0.009 0.101
18 1.06154e+08 6.97643e+10 0.981907 0.063 0.015 0.078
19 1.0616e+08 6.99676e+10 0.981959 0.037 0.009 0.046
20 1.0616e+08 6.97656e+10 0.981966 0.063 0.010 0.073
21 1.06166e+08 6.99691e+10 0.982017 0.043 0.026 0.069
22 1.06167e+08 6.97677e+10 0.982027 0.039 0.009 0.049
23 1.06172e+08 6.9972e+10 0.982075 0.045 0.020 0.065
24 1.06173e+08 6.97692e+10 0.982080 0.042 0.009 0.051
25 1.06177e+08 6.99725e+10 0.982124 0.077 0.022 0.099
26 1.06177e+08 6.97702e+10 0.982122 0.031 0.017 0.048
========================================================================================================
Total time for 26 iterations is: 1.806873
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.346073
Number of unique clusters: 497630
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 497630
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.045
Time to count edges: 0.050
Time to build the graph: 0.021
Total time: 0.116
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.06177e+08 6.99725e+10 0.982124 0.056 0.009 0.066
2 1.06805e+08 1.3257e+11 0.987921 0.024 0.010 0.035
3 1.07001e+08 1.88092e+11 0.989732 0.028 0.005 0.033
4 1.07055e+08 2.13955e+11 0.990227 0.023 0.009 0.032
5 1.07081e+08 2.27088e+11 0.990471 0.024 0.009 0.033
6 1.07097e+08 2.33594e+11 0.990612 0.023 0.009 0.032
7 1.07108e+08 2.37246e+11 0.990722 0.024 0.010 0.034
8 1.07115e+08 2.38619e+11 0.990779 0.024 0.009 0.033
9 1.07122e+08 2.39917e+11 0.990844 0.024 0.010 0.034
10 1.07125e+08 2.40354e+11 0.990876 0.023 0.010 0.033
11 1.07132e+08 2.40973e+11 0.990935 0.023 0.010 0.034
12 1.07134e+08 2.40978e+11 0.990960 0.023 0.010 0.033
13 1.07139e+08 2.41268e+11 0.991006 0.023 0.009 0.033
14 1.07139e+08 2.41126e+11 0.991008 0.023 0.009 0.032
15 1.07142e+08 2.41352e+11 0.991034 0.023 0.007 0.030
16 1.07142e+08 2.41171e+11 0.991036 0.023 0.009 0.033
17 1.07145e+08 2.4136e+11 0.991059 0.024 0.010 0.034
18 1.07145e+08 2.41172e+11 0.991063 0.023 0.009 0.033
19 1.07148e+08 2.41368e+11 0.991087 0.023 0.009 0.032
20 1.07148e+08 2.41192e+11 0.991087 0.023 0.009 0.032
========================================================================================================
Total time for 20 iterations is: 0.690248
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.078344
Number of unique clusters: 237970
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 237970
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.029
Time to count edges: 0.028
Time to build the graph: 0.019
Total time: 0.076
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07148e+08 2.41368e+11 0.991087 0.020 0.009 0.029
2 1.07429e+08 4.77251e+11 0.993669 0.020 0.009 0.028
3 1.0752e+08 6.75806e+11 0.994490 0.020 0.009 0.028
4 1.07549e+08 7.67646e+11 0.994747 0.019 0.009 0.028
5 1.07565e+08 8.18682e+11 0.994894 0.020 0.009 0.028
6 1.07575e+08 8.41722e+11 0.994981 0.020 0.009 0.028
7 1.07582e+08 8.60226e+11 0.995053 0.021 0.009 0.029
8 1.07585e+08 8.64266e+11 0.995076 0.019 0.009 0.028
9 1.07589e+08 8.72255e+11 0.995111 0.020 0.009 0.029
10 1.0759e+08 8.70975e+11 0.995121 0.020 0.009 0.028
11 1.07593e+08 8.76677e+11 0.995145 0.020 0.009 0.028
12 1.07593e+08 8.73082e+11 0.995145 0.020 0.009 0.029
========================================================================================================
Total time for 12 iterations is: 0.342112
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.032599
Number of unique clusters: 136479
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 136479
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.019
Time to build the graph: 0.018
Total time: 0.063
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07593e+08 8.76677e+11 0.995145 0.019 0.009 0.027
2 1.07719e+08 1.65677e+12 0.996252 0.014 0.009 0.023
3 1.0776e+08 2.17166e+12 0.996587 0.018 0.009 0.027
4 1.07775e+08 2.37834e+12 0.996700 0.018 0.009 0.027
5 1.07782e+08 2.45971e+12 0.996763 0.018 0.009 0.027
6 1.07787e+08 2.51357e+12 0.996803 0.018 0.009 0.027
7 1.07789e+08 2.52347e+12 0.996821 0.018 0.009 0.027
8 1.0779e+08 2.5368e+12 0.996830 0.019 0.009 0.027
9 1.07791e+08 2.53207e+12 0.996843 0.018 0.009 0.027
10 1.07792e+08 2.54152e+12 0.996851 0.019 0.009 0.027
11 1.07793e+08 2.53345e+12 0.996861 0.018 0.009 0.027
12 1.07794e+08 2.54223e+12 0.996867 0.005 0.000 0.005
13 1.07795e+08 2.53359e+12 0.996878 0.002 0.000 0.002
14 1.07796e+08 2.5423e+12 0.996884 0.002 0.000 0.002
15 1.07797e+08 2.53364e+12 0.996894 0.002 0.000 0.002
16 1.07798e+08 2.54233e+12 0.996900 0.002 0.000 0.002
17 1.07799e+08 2.5337e+12 0.996910 0.002 0.000 0.002
18 1.07799e+08 2.54237e+12 0.996915 0.020 0.009 0.029
19 1.078e+08 2.53375e+12 0.996924 0.018 0.009 0.027
20 1.07801e+08 2.54236e+12 0.996929 0.018 0.009 0.027
21 1.07802e+08 2.53374e+12 0.996939 0.018 0.009 0.027
22 1.07803e+08 2.54242e+12 0.996945 0.018 0.009 0.027
23 1.07803e+08 2.5338e+12 0.996954 0.018 0.009 0.027
24 1.07804e+08 2.54241e+12 0.996958 0.018 0.009 0.027
25 1.07805e+08 2.53378e+12 0.996967 0.018 0.009 0.027
26 1.07806e+08 2.5424e+12 0.996972 0.018 0.009 0.027
27 1.07806e+08 2.53383e+12 0.996981 0.018 0.009 0.027
28 1.07807e+08 2.54244e+12 0.996985 0.018 0.009 0.027
29 1.07808e+08 2.53381e+12 0.996994 0.018 0.009 0.027
30 1.07808e+08 2.54242e+12 0.996998 0.018 0.009 0.027
31 1.07809e+08 2.5338e+12 0.997007 0.018 0.009 0.027
32 1.0781e+08 2.54247e+12 0.997011 0.019 0.009 0.027
33 1.07811e+08 2.53385e+12 0.997020 0.018 0.009 0.027
34 1.07811e+08 2.54245e+12 0.997023 0.018 0.009 0.027
35 1.07812e+08 2.53383e+12 0.997032 0.018 0.009 0.027
36 1.07812e+08 2.54244e+12 0.997036 0.018 0.009 0.027
37 1.07813e+08 2.53386e+12 0.997044 0.018 0.009 0.027
38 1.07814e+08 2.54246e+12 0.997048 0.018 0.009 0.027
39 1.07814e+08 2.53386e+12 0.997056 0.018 0.009 0.027
40 1.07815e+08 2.54246e+12 0.997059 0.018 0.009 0.027
41 1.07816e+08 2.53383e+12 0.997068 0.018 0.009 0.027
42 1.07816e+08 2.54249e+12 0.997071 0.018 0.009 0.027
43 1.07817e+08 2.53387e+12 0.997079 0.018 0.009 0.027
44 1.07817e+08 2.54247e+12 0.997082 0.018 0.009 0.027
45 1.07818e+08 2.53379e+12 0.997090 0.018 0.009 0.027
46 1.07819e+08 2.54247e+12 0.997093 0.019 0.009 0.028
47 1.07819e+08 2.53379e+12 0.997101 0.019 0.009 0.027
48 1.0782e+08 2.54252e+12 0.997104 0.018 0.009 0.027
49 1.0782e+08 2.53381e+12 0.997111 0.018 0.009 0.027
50 1.07821e+08 2.54248e+12 0.997114 0.018 0.009 0.027
51 1.07822e+08 2.5338e+12 0.997121 0.018 0.009 0.027
52 1.07822e+08 2.54251e+12 0.997125 0.019 0.009 0.028
53 1.07823e+08 2.53379e+12 0.997132 0.019 0.009 0.027
54 1.07823e+08 2.54251e+12 0.997135 0.019 0.009 0.027
55 1.07824e+08 2.53382e+12 0.997142 0.019 0.009 0.027
56 1.07824e+08 2.5425e+12 0.997144 0.019 0.009 0.027
57 1.07825e+08 2.53381e+12 0.997152 0.019 0.009 0.027
58 1.07825e+08 2.54251e+12 0.997155 0.018 0.009 0.027
59 1.07826e+08 2.53382e+12 0.997162 0.018 0.009 0.027
60 1.07826e+08 2.54252e+12 0.997165 0.018 0.009 0.027
61 1.07827e+08 2.53382e+12 0.997171 0.018 0.009 0.027
62 1.07827e+08 2.5425e+12 0.997174 0.018 0.009 0.027
63 1.07828e+08 2.53382e+12 0.997181 0.019 0.009 0.027
64 1.07828e+08 2.54251e+12 0.997183 0.019 0.009 0.027
65 1.07829e+08 2.53381e+12 0.997191 0.019 0.009 0.027
66 1.07829e+08 2.54252e+12 0.997193 0.019 0.009 0.027
67 1.0783e+08 2.53381e+12 0.997200 0.018 0.009 0.027
68 1.0783e+08 2.54251e+12 0.997202 0.019 0.009 0.027
69 1.07831e+08 2.53384e+12 0.997209 0.019 0.009 0.027
70 1.07831e+08 2.54245e+12 0.997211 0.019 0.009 0.027
71 1.07832e+08 2.53383e+12 0.997218 0.019 0.009 0.027
72 1.07832e+08 2.54249e+12 0.997220 0.019 0.009 0.027
73 1.07833e+08 2.53384e+12 0.997227 0.020 0.009 0.028
74 1.07833e+08 2.54245e+12 0.997229 0.019 0.009 0.028
75 1.07834e+08 2.53378e+12 0.997235 0.018 0.009 0.027
76 1.07834e+08 2.54246e+12 0.997237 0.018 0.009 0.027
77 1.07835e+08 2.53378e+12 0.997245 0.019 0.009 0.027
78 1.07835e+08 2.54249e+12 0.997246 0.019 0.009 0.028
79 1.07836e+08 2.53385e+12 0.997253 0.020 0.009 0.028
80 1.07836e+08 2.54247e+12 0.997255 0.019 0.009 0.027
81 1.07837e+08 2.53386e+12 0.997261 0.019 0.009 0.027
82 1.07837e+08 2.54247e+12 0.997263 0.019 0.009 0.028
83 1.07838e+08 2.53379e+12 0.997270 0.019 0.009 0.028
84 1.07838e+08 2.5425e+12 0.997271 0.001 0.000 0.002
85 1.07838e+08 2.5338e+12 0.997278 0.001 0.000 0.002
86 1.07839e+08 2.54247e+12 0.997279 0.002 0.000 0.002
87 1.07839e+08 2.5338e+12 0.997286 0.002 0.000 0.002
88 1.0784e+08 2.54248e+12 0.997288 0.002 0.000 0.002
89 1.0784e+08 2.53386e+12 0.997294 0.002 0.000 0.002
90 1.0784e+08 2.5425e+12 0.997296 0.002 0.000 0.002
91 1.07841e+08 2.53388e+12 0.997302 0.002 0.010 0.011
92 1.07841e+08 2.54242e+12 0.997303 0.018 0.009 0.027
========================================================================================================
Total time for 92 iterations is: 2.152640
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.014716
Number of unique clusters: 71200
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 71200
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.013
Time to build the graph: 0.018
Total time: 0.057
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07841e+08 2.53388e+12 0.997302 0.019 0.009 0.028
2 1.07895e+08 3.97657e+12 0.997682 0.018 0.009 0.026
3 1.07907e+08 4.35007e+12 0.997756 0.018 0.008 0.026
4 1.07911e+08 4.52779e+12 0.997774 0.018 0.009 0.026
5 1.07913e+08 4.53268e+12 0.997795 0.018 0.009 0.026
6 1.07915e+08 4.58452e+12 0.997807 0.018 0.009 0.027
7 1.07916e+08 4.55786e+12 0.997823 0.018 0.009 0.026
8 1.07917e+08 4.58965e+12 0.997832 0.018 0.009 0.026
9 1.07919e+08 4.56738e+12 0.997846 0.018 0.009 0.027
10 1.0792e+08 4.59068e+12 0.997854 0.018 0.009 0.026
11 1.07921e+08 4.56838e+12 0.997867 0.018 0.009 0.026
12 1.07922e+08 4.59389e+12 0.997873 0.018 0.009 0.026
13 1.07923e+08 4.57487e+12 0.997884 0.018 0.009 0.026
14 1.07924e+08 4.59551e+12 0.997891 0.018 0.009 0.027
15 1.07925e+08 4.57517e+12 0.997901 0.018 0.009 0.026
16 1.07926e+08 4.59354e+12 0.997908 0.018 0.009 0.026
17 1.07927e+08 4.57664e+12 0.997919 0.018 0.009 0.027
18 1.07927e+08 4.59698e+12 0.997924 0.018 0.009 0.026
19 1.07928e+08 4.57688e+12 0.997935 0.019 0.009 0.028
20 1.07929e+08 4.59722e+12 0.997941 0.018 0.009 0.026
21 1.0793e+08 4.57701e+12 0.997950 0.018 0.009 0.026
22 1.07931e+08 4.597e+12 0.997955 0.014 0.009 0.023
23 1.07932e+08 4.57703e+12 0.997965 0.018 0.009 0.026
24 1.07932e+08 4.59743e+12 0.997971 0.018 0.009 0.026
25 1.07933e+08 4.57703e+12 0.997980 0.018 0.009 0.026
26 1.07934e+08 4.5975e+12 0.997984 0.018 0.009 0.026
27 1.07935e+08 4.57707e+12 0.997993 0.018 0.009 0.026
28 1.07935e+08 4.59744e+12 0.997998 0.018 0.009 0.026
29 1.07936e+08 4.57712e+12 0.998008 0.018 0.009 0.026
30 1.07937e+08 4.5976e+12 0.998012 0.018 0.009 0.026
31 1.07938e+08 4.57737e+12 0.998021 0.018 0.009 0.026
32 1.07938e+08 4.5977e+12 0.998025 0.017 0.008 0.026
33 1.07939e+08 4.57732e+12 0.998033 0.017 0.008 0.026
34 1.0794e+08 4.59758e+12 0.998037 0.017 0.009 0.026
35 1.0794e+08 4.57731e+12 0.998047 0.018 0.009 0.027
36 1.07941e+08 4.59782e+12 0.998050 0.018 0.010 0.027
37 1.07942e+08 4.57728e+12 0.998058 0.018 0.009 0.026
38 1.07942e+08 4.59765e+12 0.998062 0.018 0.009 0.026
39 1.07943e+08 4.5776e+12 0.998069 0.018 0.009 0.026
40 1.07943e+08 4.59778e+12 0.998072 0.018 0.009 0.027
41 1.07944e+08 4.57736e+12 0.998078 0.018 0.009 0.026
42 1.07944e+08 4.59752e+12 0.998080 0.018 0.009 0.026
43 1.07945e+08 4.57754e+12 0.998085 0.018 0.009 0.026
44 1.07945e+08 4.59794e+12 0.998086 0.018 0.009 0.026
========================================================================================================
Total time for 44 iterations is: 1.160824
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.007778
Number of unique clusters: 44202
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 44202
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.012
Time to build the graph: 0.019
Total time: 0.057
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07945e+08 4.57754e+12 0.998085 0.018 0.009 0.027
2 1.07959e+08 5.21576e+12 0.998161 0.018 0.009 0.026
3 1.07962e+08 5.26576e+12 0.998183 0.018 0.009 0.026
4 1.07963e+08 5.30831e+12 0.998194 0.017 0.009 0.026
5 1.07965e+08 5.31241e+12 0.998207 0.018 0.009 0.026
6 1.07966e+08 5.31787e+12 0.998218 0.018 0.009 0.026
7 1.07967e+08 5.33121e+12 0.998228 0.018 0.009 0.026
8 1.07968e+08 5.33453e+12 0.998237 0.017 0.009 0.026
9 1.07969e+08 5.33219e+12 0.998247 0.018 0.009 0.026
10 1.0797e+08 5.33909e+12 0.998255 0.018 0.009 0.026
11 1.07971e+08 5.35549e+12 0.998263 0.018 0.009 0.026
12 1.07972e+08 5.3478e+12 0.998272 0.018 0.009 0.026
13 1.07973e+08 5.34642e+12 0.998281 0.017 0.009 0.026
14 1.07974e+08 5.36898e+12 0.998287 0.018 0.009 0.026
15 1.07975e+08 5.36494e+12 0.998295 0.018 0.009 0.026
16 1.07975e+08 5.3739e+12 0.998300 0.017 0.009 0.026
17 1.07976e+08 5.37142e+12 0.998306 0.018 0.009 0.026
18 1.07976e+08 5.38403e+12 0.998309 0.018 0.009 0.026
19 1.07977e+08 5.38716e+12 0.998315 0.018 0.009 0.026
20 1.07977e+08 5.37624e+12 0.998320 0.017 0.009 0.026
21 1.07978e+08 5.39305e+12 0.998324 0.018 0.009 0.026
22 1.07978e+08 5.39932e+12 0.998327 0.018 0.009 0.026
23 1.07979e+08 5.42558e+12 0.998329 0.018 0.009 0.027
24 1.07979e+08 5.4115e+12 0.998331 0.017 0.009 0.026
25 1.07979e+08 5.39418e+12 0.998335 0.017 0.009 0.026
26 1.0798e+08 5.43789e+12 0.998335 0.018 0.018 0.035
========================================================================================================
Total time for 26 iterations is: 0.691597
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.004792
Number of unique clusters: 32394
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 32394
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.010
Time to build the graph: 0.017
Total time: 0.053
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.021
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07979e+08 5.39418e+12 0.998335 0.017 0.009 0.026
2 1.07982e+08 5.47903e+12 0.998354 0.017 0.009 0.026
3 1.07984e+08 5.48071e+12 0.998368 0.017 0.009 0.026
4 1.07985e+08 5.49325e+12 0.998379 0.017 0.009 0.026
5 1.07986e+08 5.49695e+12 0.998389 0.018 0.009 0.026
6 1.07987e+08 5.50121e+12 0.998396 0.018 0.009 0.026
7 1.07988e+08 5.5002e+12 0.998403 0.018 0.008 0.026
8 1.07988e+08 5.50239e+12 0.998409 0.017 0.009 0.026
9 1.07989e+08 5.50188e+12 0.998415 0.017 0.009 0.026
10 1.0799e+08 5.50172e+12 0.998422 0.017 0.009 0.026
11 1.0799e+08 5.50434e+12 0.998428 0.018 0.009 0.026
12 1.07991e+08 5.5056e+12 0.998433 0.018 0.009 0.026
13 1.07991e+08 5.5048e+12 0.998436 0.017 0.009 0.026
14 1.07991e+08 5.50389e+12 0.998439 0.018 0.013 0.031
15 1.07992e+08 5.50432e+12 0.998441 0.018 0.009 0.026
16 1.07992e+08 5.50562e+12 0.998443 0.018 0.009 0.026
17 1.07992e+08 5.50495e+12 0.998445 0.018 0.013 0.030
18 1.07992e+08 5.50704e+12 0.998446 0.018 0.009 0.026
19 1.07993e+08 5.50322e+12 0.998449 0.018 0.009 0.026
20 1.07993e+08 5.50442e+12 0.998451 0.017 0.009 0.026
21 1.07993e+08 5.50469e+12 0.998453 0.018 0.009 0.026
22 1.07993e+08 5.50669e+12 0.998455 0.017 0.009 0.026
23 1.07993e+08 5.50517e+12 0.998456 0.018 0.009 0.026
24 1.07994e+08 5.50494e+12 0.998459 0.018 0.009 0.026
25 1.07994e+08 5.50378e+12 0.998461 0.017 0.009 0.026
26 1.07994e+08 5.50665e+12 0.998463 0.018 0.009 0.026
27 1.07994e+08 5.50626e+12 0.998465 0.017 0.009 0.026
28 1.07994e+08 5.5074e+12 0.998466 0.018 0.009 0.026
29 1.07995e+08 5.50488e+12 0.998468 0.018 0.009 0.026
30 1.07995e+08 5.50628e+12 0.998470 0.018 0.009 0.026
31 1.07995e+08 5.50605e+12 0.998472 0.017 0.009 0.026
32 1.07995e+08 5.50743e+12 0.998474 0.017 0.009 0.026
33 1.07995e+08 5.50684e+12 0.998475 0.017 0.009 0.026
34 1.07996e+08 5.50761e+12 0.998477 0.017 0.009 0.026
35 1.07996e+08 5.50476e+12 0.998479 0.018 0.009 0.026
36 1.07996e+08 5.50644e+12 0.998481 0.017 0.009 0.026
37 1.07996e+08 5.50656e+12 0.998483 0.019 0.009 0.028
38 1.07996e+08 5.50828e+12 0.998484 0.018 0.009 0.026
39 1.07997e+08 5.50699e+12 0.998486 0.017 0.009 0.026
40 1.07997e+08 5.50826e+12 0.998487 0.018 0.009 0.026
41 1.07997e+08 5.50525e+12 0.998489 0.017 0.009 0.026
42 1.07997e+08 5.50702e+12 0.998491 0.017 0.009 0.026
43 1.07997e+08 5.50739e+12 0.998493 0.017 0.009 0.026
44 1.07997e+08 5.50814e+12 0.998494 0.017 0.009 0.026
45 1.07998e+08 5.50685e+12 0.998495 0.018 0.009 0.026
46 1.07998e+08 5.50829e+12 0.998496 0.017 0.009 0.026
47 1.07998e+08 5.5059e+12 0.998498 0.017 0.009 0.026
48 1.07998e+08 5.50707e+12 0.998500 0.017 0.009 0.026
49 1.07998e+08 5.50707e+12 0.998502 0.017 0.009 0.026
50 1.07998e+08 5.50856e+12 0.998503 0.017 0.009 0.026
51 1.07999e+08 5.50731e+12 0.998504 0.017 0.009 0.026
52 1.07999e+08 5.50844e+12 0.998505 0.017 0.009 0.026
53 1.07999e+08 5.50711e+12 0.998506 0.017 0.009 0.026
54 1.07999e+08 5.50687e+12 0.998508 0.017 0.009 0.026
55 1.07999e+08 5.50566e+12 0.998510 0.017 0.009 0.026
56 1.07999e+08 5.50828e+12 0.998511 0.055 0.026 0.082
57 1.07999e+08 5.50853e+12 0.998512 0.018 0.009 0.027
58 1.08e+08 5.50893e+12 0.998513 0.054 0.014 0.069
========================================================================================================
Total time for 58 iterations is: 1.623326
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.003770
Number of unique clusters: 22817
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 22817
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.035
Time to count edges: 0.017
Time to build the graph: 0.045
Total time: 0.097
===============================
Phase 13
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07999e+08 5.50853e+12 0.998512 0.037 0.028 0.065
2 1.08e+08 5.51634e+12 0.998521 0.022 0.004 0.027
3 1.08001e+08 5.52019e+12 0.998527 0.031 0.014 0.045
4 1.08002e+08 5.52067e+12 0.998534 0.033 0.009 0.042
5 1.08003e+08 5.52175e+12 0.998540 0.017 0.010 0.028
6 1.08003e+08 5.52193e+12 0.998544 0.043 0.022 0.065
7 1.08003e+08 5.52113e+12 0.998548 0.041 0.019 0.060
8 1.08004e+08 5.5215e+12 0.998552 0.030 0.021 0.051
9 1.08004e+08 5.52271e+12 0.998554 0.036 0.009 0.044
10 1.08004e+08 5.52245e+12 0.998556 0.067 0.017 0.084
11 1.08005e+08 5.52284e+12 0.998560 0.049 0.024 0.073
12 1.08005e+08 5.52246e+12 0.998562 0.014 0.009 0.022
13 1.08005e+08 5.52276e+12 0.998565 0.067 0.020 0.087
14 1.08006e+08 5.52264e+12 0.998568 0.017 0.009 0.026
15 1.08006e+08 5.52273e+12 0.998571 0.040 0.020 0.060
16 1.08006e+08 5.5227e+12 0.998573 0.031 0.019 0.050
17 1.08007e+08 5.52274e+12 0.998576 0.030 0.010 0.040
18 1.08007e+08 5.52254e+12 0.998579 0.039 0.022 0.061
19 1.08007e+08 5.52309e+12 0.998581 0.018 0.006 0.024
20 1.08007e+08 5.52249e+12 0.998583 0.039 0.020 0.059
21 1.08008e+08 5.52301e+12 0.998587 0.017 0.009 0.026
22 1.08008e+08 5.52275e+12 0.998589 0.059 0.023 0.082
23 1.08008e+08 5.52344e+12 0.998591 0.013 0.009 0.022
24 1.08008e+08 5.5232e+12 0.998593 0.043 0.026 0.069
25 1.08008e+08 5.52314e+12 0.998595 0.017 0.009 0.026
26 1.08009e+08 5.5228e+12 0.998598 0.059 0.024 0.083
27 1.08009e+08 5.523e+12 0.998600 0.021 0.010 0.032
28 1.08009e+08 5.52327e+12 0.998602 0.041 0.018 0.059
29 1.08009e+08 5.52352e+12 0.998604 0.017 0.013 0.030
30 1.0801e+08 5.52287e+12 0.998605 0.058 0.019 0.077
========================================================================================================
Total time for 30 iterations is: 1.520697
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002526
Number of unique clusters: 17996
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 17996
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.068
Time to count edges: 0.022
Time to build the graph: 0.019
Total time: 0.109
===============================
Phase 14
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.070
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08009e+08 5.52352e+12 0.998604 0.031 0.013 0.044
2 1.0801e+08 5.52584e+12 0.998608 0.017 0.009 0.026
3 1.0801e+08 5.52436e+12 0.998613 0.042 0.019 0.060
4 1.08011e+08 5.52577e+12 0.998617 0.018 0.004 0.022
5 1.08011e+08 5.52592e+12 0.998621 0.044 0.015 0.059
6 1.08012e+08 5.52615e+12 0.998625 0.033 0.018 0.051
7 1.08012e+08 5.52583e+12 0.998630 0.029 0.009 0.038
8 1.08013e+08 5.52671e+12 0.998633 0.047 0.019 0.066
9 1.08013e+08 5.52604e+12 0.998636 0.024 0.009 0.032
10 1.08013e+08 5.5273e+12 0.998639 0.018 0.033 0.051
11 1.08014e+08 5.52711e+12 0.998642 0.039 0.005 0.044
12 1.08014e+08 5.52626e+12 0.998646 0.039 0.019 0.057
13 1.08014e+08 5.52735e+12 0.998648 0.033 0.013 0.046
14 1.08014e+08 5.52732e+12 0.998650 0.017 0.031 0.049
15 1.08015e+08 5.52715e+12 0.998651 0.034 0.015 0.048
16 1.08015e+08 5.52636e+12 0.998653 0.017 0.009 0.026
17 1.08015e+08 5.52742e+12 0.998654 0.045 0.025 0.070
========================================================================================================
Total time for 17 iterations is: 0.789955
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002681
Number of unique clusters: 15301
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 15301
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 15
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08015e+08 5.52636e+12 0.998653 0.020 0.030 0.050
2 1.08015e+08 5.52849e+12 0.998658 0.039 0.009 0.048
3 1.08016e+08 5.52759e+12 0.998663 0.017 0.009 0.026
4 1.08016e+08 5.52802e+12 0.998668 0.037 0.015 0.053
5 1.08017e+08 5.5278e+12 0.998671 0.017 0.009 0.026
6 1.08017e+08 5.5287e+12 0.998673 0.017 0.031 0.048
7 1.08017e+08 5.5282e+12 0.998676 0.040 0.011 0.051
8 1.08018e+08 5.5281e+12 0.998678 0.048 0.019 0.066
9 1.08018e+08 5.52852e+12 0.998680 0.017 0.009 0.026
10 1.08018e+08 5.52839e+12 0.998680 0.050 0.019 0.069
========================================================================================================
Total time for 10 iterations is: 0.462988
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001742
Number of unique clusters: 13878
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13878
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
Time to count edges: 0.035
Time to build the graph: 0.035
Total time: 0.128
===============================
Phase 16
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.022
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08018e+08 5.52852e+12 0.998680 0.045 0.019 0.064
2 1.08018e+08 5.53021e+12 0.998683 0.029 0.013 0.042
3 1.08019e+08 5.52986e+12 0.998687 0.018 0.008 0.026
4 1.08019e+08 5.53012e+12 0.998691 0.018 0.039 0.057
5 1.08019e+08 5.53023e+12 0.998694 0.036 0.009 0.045
6 1.08019e+08 5.53012e+12 0.998695 0.041 0.015 0.056
7 1.08019e+08 5.53022e+12 0.998696 0.049 0.020 0.068
========================================================================================================
Total time for 7 iterations is: 0.357440
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001831
Number of unique clusters: 13061
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13061
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
Time to count edges: 0.020
Time to build the graph: 0.025
Total time: 0.106
===============================
Phase 17
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.042
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08019e+08 5.53012e+12 0.998695 0.056 0.020 0.076
2 1.0802e+08 5.53138e+12 0.998698 0.017 0.009 0.025
3 1.0802e+08 5.53086e+12 0.998702 0.020 0.009 0.029
4 1.0802e+08 5.53098e+12 0.998704 0.027 0.013 0.040
5 1.08021e+08 5.53099e+12 0.998705 0.019 0.028 0.047
6 1.08021e+08 5.53116e+12 0.998706 0.040 0.009 0.049
========================================================================================================
Total time for 6 iterations is: 0.267137
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001472
Number of unique clusters: 12503
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 12503
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.067
Time to count edges: 0.016
Time to build the graph: 0.033
Total time: 0.116
===============================
Phase 18
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.044
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08021e+08 5.53099e+12 0.998705 0.017 0.009 0.026
2 1.08021e+08 5.53181e+12 0.998706 0.047 0.019 0.066
========================================================================================================
Total time for 2 iterations is: 0.092025
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001709
Number of unique clusters: 12503
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 18
Total number of iterations : 602
Final number of clusters : 12503
Final modularity : 0.998705
Total time for clustering : 76.949256
Total time for building phases : 18.101512
********************************************
TOTAL TIME : 95.050769
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/kmer_A2a.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 170728175, |T|= 170728175, |E|= 180292586
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 180292586 to 180292587
Done cumulative addition for edgeListPtrs: 0.174385 sec.
Time for allocating memory for edgeList = 0.026540
About to build edgeList...
Time for building edgeList = 1.036271
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 170728175
Number of edges : 180292587
Maximum out-degree is: 40
Average out-degree is: 2.112043
Expected value of X^2: 4.779550
Variance is : 0.318827
Standard deviation : 0.564647
Isolated vertices : 0 (0.00%)
Degree-one vertices : 847467 (0.50%)
Density : 0.000001%
*******************************************
|V|= 170728175, |E|= 180292587
Done duplicating the graph: 0.280122 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.227
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 8.16004e+08 -0.000000 2.716 0.046 2.763
2 1.65825e+08 1.80937e+09 0.459876 2.520 0.062 2.581
3 1.52255e+08 1.86713e+09 0.422243 2.043 0.036 2.080
========================================================================================================
Total time for 3 iterations is: 7.423469
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 64.994777
Number of unique clusters: 87783512
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 87783512
Actual number of threads: 64 (requested: 64)
Time to initialize: 23.873
Time to count edges: 15.532
Time to build the graph: 1.341
Total time: 40.746
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.277
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.65825e+08 1.80937e+09 0.459876 1.872 0.020 1.892
2 2.28572e+08 2.66579e+09 0.633890 1.593 0.026 1.619
3 2.61202e+08 3.94773e+09 0.724383 1.353 0.023 1.376
4 2.60587e+08 4.11906e+09 0.722679 1.500 0.044 1.545
========================================================================================================
Total time for 4 iterations is: 6.432027
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 70.755791
Number of unique clusters: 39472280
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 39472280
Actual number of threads: 64 (requested: 64)
Time to initialize: 6.499
Time to count edges: 3.931
Time to build the graph: 0.828
Total time: 11.257
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.111
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.61202e+08 3.94773e+09 0.724383 1.704 0.031 1.736
2 2.94436e+08 6.60231e+09 0.816550 0.800 0.029 0.828
3 3.02549e+08 9.15242e+09 0.839051 0.798 0.036 0.834
4 2.98742e+08 9.20277e+09 0.828493 0.777 0.033 0.810
========================================================================================================
Total time for 4 iterations is: 4.207088
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 42.393872
Number of unique clusters: 18266789
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 18266789
Actual number of threads: 64 (requested: 64)
Time to initialize: 2.426
Time to count edges: 2.232
Time to build the graph: 0.386
Total time: 5.044
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.144
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.02549e+08 9.15242e+09 0.839051 1.883 0.039 1.923
2 3.20655e+08 1.53397e+10 0.889263 0.873 0.057 0.930
3 3.25257e+08 2.2293e+10 0.902025 0.583 0.016 0.599
4 3.2413e+08 2.47797e+10 0.898899 0.862 0.035 0.897
========================================================================================================
Total time for 4 iterations is: 4.348525
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 19.870115
Number of unique clusters: 8239483
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 8239483
Actual number of threads: 64 (requested: 64)
Time to initialize: 1.496
Time to count edges: 1.645
Time to build the graph: 0.488
Total time: 3.629
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.080
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.25257e+08 2.2293e+10 0.902025 0.737 0.052 0.789
2 3.34306e+08 5.03539e+10 0.927121 0.506 0.048 0.553
3 3.36802e+08 1.32191e+11 0.934043 0.486 0.035 0.522
4 3.36699e+08 2.60459e+11 0.933756 0.426 0.031 0.457
========================================================================================================
Total time for 4 iterations is: 2.320614
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 7.449282
Number of unique clusters: 3717471
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3717471
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.683
Time to count edges: 0.880
Time to build the graph: 0.272
Total time: 1.835
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.097
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.36802e+08 1.32191e+11 0.934043 0.464 0.034 0.498
2 3.41433e+08 1.00675e+12 0.946878 0.328 0.035 0.363
3 3.42905e+08 3.68329e+12 0.950940 0.381 0.031 0.411
4 3.4317e+08 8.13032e+12 0.951641 0.311 0.016 0.327
5 3.43388e+08 1.40094e+13 0.952200 0.278 0.020 0.297
6 3.43553e+08 2.09485e+13 0.952603 0.284 0.028 0.312
7 3.43796e+08 2.82222e+13 0.953222 0.322 0.033 0.355
8 3.43982e+08 3.52501e+13 0.953684 0.293 0.020 0.313
9 3.44212e+08 4.16848e+13 0.954271 0.214 0.020 0.234
10 3.44363e+08 4.74616e+13 0.954646 0.281 0.025 0.305
11 3.4452e+08 5.21173e+13 0.955046 0.308 0.019 0.328
12 3.44604e+08 5.55444e+13 0.955253 0.298 0.028 0.327
13 3.44713e+08 5.8364e+13 0.955534 0.289 0.029 0.318
14 3.44774e+08 6.03411e+13 0.955688 0.235 0.021 0.256
15 3.4487e+08 6.21004e+13 0.955940 0.285 0.031 0.315
16 3.44916e+08 6.32138e+13 0.956060 0.273 0.025 0.298
17 3.44995e+08 6.45056e+13 0.956269 0.283 0.030 0.313
18 3.45021e+08 6.5192e+13 0.956336 0.256 0.035 0.291
19 3.45082e+08 6.60376e+13 0.956497 0.270 0.025 0.295
20 3.45101e+08 6.65763e+13 0.956545 0.261 0.020 0.281
21 3.45157e+08 6.71535e+13 0.956697 0.273 0.035 0.308
22 3.4517e+08 6.76885e+13 0.956729 0.253 0.022 0.275
23 3.45213e+08 6.82915e+13 0.956844 0.260 0.026 0.286
24 3.4521e+08 6.85672e+13 0.956835 0.293 0.024 0.318
========================================================================================================
Total time for 24 iterations is: 7.624915
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.823444
Number of unique clusters: 1244025
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1244025
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.155
Time to count edges: 0.403
Time to build the graph: 0.061
Total time: 0.618
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.029
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.45213e+08 6.82915e+13 0.956844 0.520 0.009 0.529
2 3.48174e+08 1.16322e+14 0.964685 0.497 0.009 0.506
3 3.48807e+08 1.0867e+14 0.966500 0.497 0.009 0.505
4 3.48997e+08 1.18343e+14 0.966953 0.478 0.009 0.487
5 3.49028e+08 1.12083e+14 0.967088 0.505 0.030 0.535
6 3.4908e+08 1.19153e+14 0.967176 0.586 0.017 0.603
7 3.49071e+08 1.12945e+14 0.967201 0.576 0.018 0.594
8 3.49106e+08 1.19543e+14 0.967247 0.561 0.032 0.593
9 3.4909e+08 1.13254e+14 0.967249 0.613 0.033 0.646
10 3.4912e+08 1.19731e+14 0.967282 0.608 0.022 0.630
11 3.491e+08 1.13365e+14 0.967277 0.619 0.032 0.651
========================================================================================================
Total time for 11 iterations is: 6.279741
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.484258
Number of unique clusters: 420475
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 420475
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.125
Time to count edges: 0.315
Time to build the graph: 0.110
Total time: 0.550
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.078
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.4912e+08 1.19731e+14 0.967282 0.583 0.042 0.625
2 3.501e+08 1.41921e+14 0.969831 0.577 0.024 0.601
3 3.50322e+08 1.396e+14 0.970464 0.711 0.044 0.754
4 3.50399e+08 1.44469e+14 0.970639 0.565 0.052 0.617
5 3.5041e+08 1.41706e+14 0.970690 0.587 0.043 0.630
6 3.50431e+08 1.45736e+14 0.970720 0.629 0.052 0.680
7 3.50425e+08 1.42566e+14 0.970726 0.847 0.068 0.915
8 3.50441e+08 1.46208e+14 0.970742 0.790 0.033 0.823
9 3.50431e+08 1.42888e+14 0.970740 0.707 0.063 0.769
========================================================================================================
Total time for 9 iterations is: 6.415063
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.153648
Number of unique clusters: 143390
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 143390
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.107
Time to count edges: 0.313
Time to build the graph: 0.088
Total time: 0.508
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.054
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.50441e+08 1.46208e+14 0.970742 0.432 0.041 0.473
2 3.50828e+08 1.58486e+14 0.971723 0.474 0.038 0.512
3 3.50899e+08 1.58426e+14 0.971918 0.552 0.031 0.583
4 3.50917e+08 1.60162e+14 0.971955 0.538 0.038 0.576
5 3.50916e+08 1.59408e+14 0.971959 0.461 0.032 0.493
6 3.5092e+08 1.60337e+14 0.971964 0.496 0.051 0.548
7 3.50917e+08 1.5949e+14 0.971960 0.554 0.043 0.597
========================================================================================================
Total time for 7 iterations is: 3.781851
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.033533
Number of unique clusters: 53157
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 53157
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.111
Time to count edges: 0.210
Time to build the graph: 0.090
Total time: 0.411
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.068
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.5092e+08 1.60337e+14 0.971964 0.408 0.033 0.441
2 3.51052e+08 1.67456e+14 0.972273 0.402 0.043 0.446
3 3.51071e+08 1.68634e+14 0.972317 0.333 0.041 0.374
4 3.51073e+08 1.68639e+14 0.972323 0.335 0.036 0.371
5 3.51072e+08 1.69046e+14 0.972319 0.363 0.038 0.401
========================================================================================================
Total time for 5 iterations is: 2.033478
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.008850
Number of unique clusters: 24599
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 24599
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.053
Time to count edges: 0.162
Time to build the graph: 0.062
Total time: 0.277
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.061
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.51073e+08 1.68639e+14 0.972323 0.230 0.036 0.266
2 3.51111e+08 1.7343e+14 0.972393 0.204 0.033 0.237
3 3.51116e+08 1.73342e+14 0.972406 0.243 0.037 0.280
4 3.51116e+08 1.7723e+14 0.972376 0.202 0.041 0.243
========================================================================================================
Total time for 4 iterations is: 1.026176
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.003731
Number of unique clusters: 15649
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 15649
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
Time to count edges: 0.151
Time to build the graph: 0.058
Total time: 0.266
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.51116e+08 1.73342e+14 0.972406 0.158 0.027 0.185
2 3.51126e+08 1.83183e+14 0.972358 0.182 0.036 0.218
========================================================================================================
Total time for 2 iterations is: 0.403020
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002581
Number of unique clusters: 15649
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 12
Total number of iterations : 81
Final number of clusters : 15649
Final modularity : 0.972406
Total time for clustering : 52.295967
Total time for building phases : 65.141642
********************************************
TOTAL TIME : 117.437609
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/kmer_V1r.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 214005017, |T|= 214005017, |E|= 232705452
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 232705452 to 232705453
Done cumulative addition for edgeListPtrs: 0.400100 sec.
Time for allocating memory for edgeList = 0.057980
About to build edgeList...
Time for building edgeList = 1.335227
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 214005017
Number of edges : 232705453
Maximum out-degree is: 8
Average out-degree is: 2.174766
Expected value of X^2: 5.046612
Variance is : 0.317004
Standard deviation : 0.563031
Isolated vertices : 0 (0.00%)
Degree-one vertices : 334374 (0.16%)
Density : 0.000001%
*******************************************
|V|= 214005017, |E|= 232705453
Done duplicating the graph: 0.385443 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.344
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 1.08e+09 -0.000000 3.666 0.092 3.758
2 2.08064e+08 2.389e+09 0.447053 3.186 0.079 3.265
3 1.91928e+08 2.49033e+09 0.412385 3.289 0.077 3.366
========================================================================================================
Total time for 3 iterations is: 10.389654
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 80.162912
Number of unique clusters: 109879866
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 109879866
Actual number of threads: 64 (requested: 64)
Time to initialize: 25.085
Time to count edges: 48.495
Time to build the graph: 1.299
Total time: 74.879
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.279
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.08064e+08 2.389e+09 0.447053 1.699 0.037 1.736
2 2.87117e+08 3.58142e+09 0.616910 2.000 0.029 2.029
3 3.25036e+08 5.19713e+09 0.698385 1.668 0.048 1.715
4 3.23151e+08 5.4046e+09 0.694335 1.699 0.032 1.731
========================================================================================================
Total time for 4 iterations is: 7.211252
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 62.301450
Number of unique clusters: 50399759
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 50399759
Actual number of threads: 64 (requested: 64)
Time to initialize: 6.812
Time to count edges: 5.437
Time to build the graph: 1.007
Total time: 13.256
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.171
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.25036e+08 5.19713e+09 0.698385 2.241 0.022 2.263
2 3.68147e+08 8.65151e+09 0.791015 1.102 0.015 1.117
3 3.78371e+08 1.18099e+10 0.812983 1.073 0.036 1.109
4 3.73819e+08 1.1889e+10 0.803203 1.037 0.017 1.054
========================================================================================================
Total time for 4 iterations is: 5.542913
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 42.777189
Number of unique clusters: 23604053
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 23604053
Actual number of threads: 64 (requested: 64)
Time to initialize: 3.545
Time to count edges: 3.062
Time to build the graph: 0.814
Total time: 7.422
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.161
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.78371e+08 1.18099e+10 0.812983 1.984 0.051 2.034
2 4.00977e+08 1.90322e+10 0.861555 1.264 0.044 1.309
3 4.06238e+08 2.61181e+10 0.872859 1.240 0.011 1.251
4 4.04473e+08 2.70579e+10 0.869066 0.546 0.015 0.562
========================================================================================================
Total time for 4 iterations is: 5.154938
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 18.802047
Number of unique clusters: 10965885
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 10965885
Actual number of threads: 64 (requested: 64)
Time to initialize: 2.036
Time to count edges: 2.128
Time to build the graph: 0.796
Total time: 4.961
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.127
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.06238e+08 2.61181e+10 0.872859 2.294 0.042 2.336
2 4.17129e+08 4.26771e+10 0.896259 0.823 0.029 0.853
3 4.19846e+08 5.91179e+10 0.902098 0.782 0.044 0.825
4 4.19313e+08 6.51223e+10 0.900952 0.919 0.027 0.946
========================================================================================================
Total time for 4 iterations is: 4.960148
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 8.296810
Number of unique clusters: 5198674
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 5198674
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.491
Time to count edges: 1.706
Time to build the graph: 0.499
Total time: 2.697
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.113
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.19846e+08 5.91179e+10 0.902098 2.021 0.059 2.081
2 4.25644e+08 1.11098e+11 0.914555 0.591 0.036 0.627
3 4.27316e+08 1.90804e+11 0.918148 0.639 0.039 0.678
4 4.27394e+08 2.80603e+11 0.918313 0.506 0.024 0.530
5 4.27439e+08 4.07966e+11 0.918410 0.555 0.010 0.565
6 4.27341e+08 5.87523e+11 0.918199 0.522 0.010 0.532
========================================================================================================
Total time for 6 iterations is: 5.012824
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 2.741537
Number of unique clusters: 2079857
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 2079857
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.290
Time to count edges: 0.932
Time to build the graph: 0.294
Total time: 1.516
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.065
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.27439e+08 4.07966e+11 0.918410 1.038 0.019 1.057
2 4.3145e+08 2.74191e+12 0.927017 0.530 0.041 0.570
3 4.32751e+08 9.91649e+12 0.929780 0.445 0.018 0.463
4 4.33297e+08 1.74723e+13 0.930919 0.429 0.026 0.455
5 4.33709e+08 2.58984e+13 0.931765 0.450 0.022 0.472
6 4.34062e+08 3.34753e+13 0.932489 0.432 0.022 0.454
7 4.34402e+08 4.19461e+13 0.933179 0.436 0.018 0.454
8 4.34701e+08 5.04479e+13 0.933784 0.403 0.018 0.421
9 4.34983e+08 5.93192e+13 0.934347 0.399 0.022 0.421
10 4.35218e+08 6.69351e+13 0.934817 0.415 0.018 0.433
11 4.3543e+08 7.39407e+13 0.935241 0.427 0.018 0.446
12 4.35611e+08 7.93769e+13 0.935605 0.411 0.026 0.437
13 4.35778e+08 8.47274e+13 0.935939 0.436 0.027 0.463
14 4.35907e+08 8.93238e+13 0.936195 0.429 0.036 0.465
15 4.36026e+08 9.38827e+13 0.936428 0.427 0.022 0.449
16 4.36114e+08 9.71046e+13 0.936604 0.446 0.019 0.465
17 4.36193e+08 9.99544e+13 0.936759 0.454 0.034 0.488
18 4.36249e+08 1.02476e+14 0.936869 0.443 0.036 0.479
19 4.36304e+08 1.04735e+14 0.936975 0.447 0.027 0.474
20 4.36345e+08 1.06496e+14 0.937055 0.421 0.023 0.444
21 4.36387e+08 1.08219e+14 0.937139 0.442 0.031 0.473
22 4.36422e+08 1.0974e+14 0.937207 0.466 0.036 0.503
23 4.3646e+08 1.11483e+14 0.937280 0.346 0.023 0.369
24 4.36487e+08 1.12679e+14 0.937332 0.395 0.027 0.422
25 4.36515e+08 1.14063e+14 0.937386 0.434 0.027 0.461
26 4.36534e+08 1.14829e+14 0.937424 0.423 0.024 0.447
27 4.36558e+08 1.15939e+14 0.937469 0.398 0.026 0.424
28 4.36572e+08 1.16411e+14 0.937499 0.379 0.022 0.401
29 4.36591e+08 1.17352e+14 0.937535 0.349 0.016 0.365
30 4.36601e+08 1.17675e+14 0.937554 0.357 0.022 0.379
31 4.36616e+08 1.18624e+14 0.937583 0.356 0.018 0.373
32 4.36622e+08 1.1881e+14 0.937594 0.337 0.018 0.355
33 4.36635e+08 1.19466e+14 0.937620 0.342 0.013 0.355
34 4.36639e+08 1.19579e+14 0.937628 0.353 0.021 0.374
35 4.36649e+08 1.20163e+14 0.937647 0.372 0.017 0.390
36 4.36652e+08 1.20233e+14 0.937652 0.408 0.022 0.430
37 4.36663e+08 1.20876e+14 0.937672 0.349 0.026 0.376
38 4.36664e+08 1.20975e+14 0.937675 0.380 0.035 0.415
39 4.36674e+08 1.21664e+14 0.937692 0.398 0.036 0.434
40 4.36674e+08 1.21675e+14 0.937693 0.390 0.036 0.426
========================================================================================================
Total time for 40 iterations is: 17.982288
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.683572
Number of unique clusters: 528862
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 528862
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.138
Time to count edges: 0.624
Time to build the graph: 0.154
Total time: 0.916
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.066
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.36674e+08 1.21664e+14 0.937692 1.258 0.026 1.284
2 4.38617e+08 2.11813e+14 0.941451 1.158 0.026 1.184
3 4.38983e+08 1.98121e+14 0.942302 1.189 0.037 1.226
4 4.3922e+08 2.24863e+14 0.942688 1.161 0.036 1.197
5 4.39199e+08 2.07346e+14 0.942723 1.104 0.035 1.139
6 4.39311e+08 2.27209e+14 0.942873 1.101 0.028 1.129
7 4.39246e+08 2.08064e+14 0.942820 1.162 0.033 1.194
========================================================================================================
Total time for 7 iterations is: 8.354463
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.122630
Number of unique clusters: 134168
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 134168
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
Time to count edges: 0.414
Time to build the graph: 0.149
Total time: 0.621
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.069
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.39311e+08 2.27209e+14 0.942873 1.104 0.037 1.141
2 4.40057e+08 2.83786e+14 0.944213 1.266 0.059 1.325
3 4.40168e+08 2.82228e+14 0.944459 0.969 0.016 0.985
4 4.40211e+08 2.89859e+14 0.944516 0.684 0.008 0.693
5 4.402e+08 2.8446e+14 0.944518 0.667 0.013 0.680
6 4.40222e+08 2.90418e+14 0.944538 0.661 0.009 0.670
7 4.40204e+08 2.84844e+14 0.944524 0.667 0.009 0.676
========================================================================================================
Total time for 7 iterations is: 6.168884
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.017973
Number of unique clusters: 32366
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 32366
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.308
Time to build the graph: 0.066
Total time: 0.399
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.40222e+08 2.90418e+14 0.944538 0.369 0.024 0.393
2 4.40437e+08 3.19686e+14 0.944864 0.463 0.048 0.511
3 4.40455e+08 3.20152e+14 0.944902 0.468 0.047 0.514
4 4.40459e+08 3.21597e+14 0.944902 0.464 0.038 0.501
========================================================================================================
Total time for 4 iterations is: 1.920117
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.004853
Number of unique clusters: 11788
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 11788
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.100
Time to count edges: 0.243
Time to build the graph: 0.104
Total time: 0.447
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.085
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.40455e+08 3.20152e+14 0.944902 0.199 0.042 0.241
2 4.40492e+08 3.27261e+14 0.944948 0.227 0.033 0.260
3 4.40494e+08 3.26634e+14 0.944954 0.236 0.048 0.284
4 4.40494e+08 3.29341e+14 0.944942 0.220 0.033 0.253
========================================================================================================
Total time for 4 iterations is: 1.037440
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001699
Number of unique clusters: 5529
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 5529
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.082
Time to count edges: 0.155
Time to build the graph: 0.080
Total time: 0.316
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.058
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.40494e+08 3.26634e+14 0.944954 0.133 0.036 0.169
2 4.40502e+08 3.32248e+14 0.944945 0.132 0.036 0.168
========================================================================================================
Total time for 2 iterations is: 0.336707
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000630
Number of unique clusters: 5529
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 12
Total number of iterations : 89
Final number of clusters : 5529
Final modularity : 0.944954
Total time for clustering : 74.071628
Total time for building phases : 107.431231
********************************************
TOTAL TIME : 181.502859
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/indochina-2004.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 7414866, |T|= 7414866, |E|= 194109311
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 194109311 to 93886759
Done cumulative addition for edgeListPtrs: 0.008614 sec.
Time for allocating memory for edgeList = 0.011756
About to build edgeList...
Time for building edgeList = 0.657071
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 7414866
Number of edges : 93886759
Maximum out-degree is: 167115
Average out-degree is: 25.323926
Expected value of X^2: 73965.766096
Variance is : 73324.464867
Standard deviation : 270.784905
Isolated vertices : 1116898 (15.06%)
Degree-one vertices : 1290685 (17.41%)
Density : 0.000171%
*******************************************
|V|= 7414866, |E|= 93886759
Done duplicating the graph: 0.614858 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.250
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 5.48446e+11 -0.000016 13.379 0.053 13.432
2 1.87919e+07 1.17436e+14 0.096747 6.832 0.005 6.838
3 8.25664e+07 2.34562e+15 0.373187 0.340 0.010 0.350
4 9.8102e+07 2.36205e+15 0.455457 0.241 0.011 0.252
5 1.01768e+08 2.3632e+15 0.474951 0.240 0.029 0.269
6 1.02495e+08 2.36344e+15 0.478811 0.455 0.036 0.491
7 1.0343e+08 2.36357e+15 0.483790 0.485 0.050 0.534
8 1.03394e+08 2.36357e+15 0.483599 0.356 0.022 0.377
========================================================================================================
Total time for 8 iterations is: 22.543580
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.557130
Number of unique clusters: 642324
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 642324
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.532
Time to count edges: 2.125
Time to build the graph: 0.147
Total time: 2.803
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.086
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.0343e+08 2.36357e+15 0.483790 0.086 0.027 0.113
2 1.75399e+08 2.37668e+15 0.866690 0.070 0.036 0.105
3 1.79126e+08 2.3791e+15 0.886470 0.062 0.030 0.092
4 1.7975e+08 2.37987e+15 0.889772 0.081 0.027 0.107
5 1.80013e+08 2.37956e+15 0.891184 0.042 0.019 0.061
6 1.8015e+08 2.38016e+15 0.891894 0.054 0.019 0.073
7 1.80219e+08 2.37977e+15 0.892274 0.052 0.019 0.071
8 1.80261e+08 2.38024e+15 0.892481 0.054 0.020 0.073
9 1.80276e+08 2.37981e+15 0.892578 0.055 0.021 0.075
10 1.8029e+08 2.38027e+15 0.892638 0.055 0.021 0.076
11 1.80314e+08 2.37984e+15 0.892777 0.052 0.019 0.071
12 1.80315e+08 2.38028e+15 0.892770 0.053 0.019 0.071
========================================================================================================
Total time for 12 iterations is: 0.989955
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.062717
Number of unique clusters: 156938
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 156938
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.079
Time to count edges: 0.046
Time to build the graph: 0.051
Total time: 0.176
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.074
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.80314e+08 2.37984e+15 0.892777 0.051 0.019 0.069
2 1.85266e+08 2.41953e+15 0.918022 0.047 0.019 0.066
3 1.85929e+08 2.41692e+15 0.921629 0.042 0.026 0.068
4 1.86135e+08 2.42488e+15 0.922501 0.041 0.016 0.057
5 1.86114e+08 2.41854e+15 0.922566 0.045 0.013 0.058
6 1.86218e+08 2.42596e+15 0.922914 0.041 0.012 0.053
7 1.86158e+08 2.41885e+15 0.922794 0.041 0.024 0.065
========================================================================================================
Total time for 7 iterations is: 0.436202
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.019503
Number of unique clusters: 69655
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 69655
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
Time to count edges: 0.036
Time to build the graph: 0.043
Total time: 0.138
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.86218e+08 2.42596e+15 0.922914 0.043 0.018 0.061
2 1.87291e+08 2.47174e+15 0.927327 0.038 0.023 0.061
3 1.87336e+08 2.46932e+15 0.927638 0.037 0.020 0.057
4 1.87377e+08 2.47613e+15 0.927662 0.043 0.017 0.060
5 1.8735e+08 2.47094e+15 0.927667 0.034 0.019 0.052
6 1.8738e+08 2.47611e+15 0.927679 0.050 0.019 0.069
7 1.87353e+08 2.47091e+15 0.927680 0.045 0.018 0.063
========================================================================================================
Total time for 7 iterations is: 0.422858
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.016142
Number of unique clusters: 57069
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 57069
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
Time to count edges: 0.014
Time to build the graph: 0.037
Total time: 0.106
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.050
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8738e+08 2.47611e+15 0.927679 0.036 0.024 0.060
2 1.87446e+08 2.48097e+15 0.927889 0.035 0.029 0.064
3 1.87447e+08 2.48087e+15 0.927899 0.042 0.018 0.061
4 1.87447e+08 2.48133e+15 0.927889 0.042 0.018 0.060
========================================================================================================
Total time for 4 iterations is: 0.244816
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.012782
Number of unique clusters: 55171
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 55171
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.047
Time to count edges: 0.020
Time to build the graph: 0.043
Total time: 0.110
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87447e+08 2.48087e+15 0.927899 0.034 0.025 0.058
2 1.8745e+08 2.48111e+15 0.927907 0.042 0.018 0.060
3 1.8745e+08 2.481e+15 0.927911 0.032 0.018 0.050
4 1.8745e+08 2.48117e+15 0.927907 0.036 0.019 0.055
========================================================================================================
Total time for 4 iterations is: 0.223236
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.012271
Number of unique clusters: 54778
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 54778
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.063
Time to count edges: 0.014
Time to build the graph: 0.041
Total time: 0.119
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8745e+08 2.481e+15 0.927911 0.033 0.019 0.051
2 1.8745e+08 2.48105e+15 0.927912 0.042 0.018 0.060
3 1.8745e+08 2.48102e+15 0.927913 0.037 0.018 0.055
4 1.87451e+08 2.48105e+15 0.927913 0.042 0.018 0.060
========================================================================================================
Total time for 4 iterations is: 0.226338
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.017390
Number of unique clusters: 54633
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 54633
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.085
Time to count edges: 0.019
Time to build the graph: 0.055
Total time: 0.159
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.054
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8745e+08 2.48102e+15 0.927913 0.013 0.034 0.048
2 1.87451e+08 2.48102e+15 0.927915 0.047 0.018 0.065
3 1.87451e+08 2.48102e+15 0.927915 0.046 0.025 0.071
========================================================================================================
Total time for 3 iterations is: 0.183429
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.012173
Number of unique clusters: 54567
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 54567
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.079
Time to count edges: 0.037
Time to build the graph: 0.050
Total time: 0.167
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87451e+08 2.48102e+15 0.927915 0.057 0.023 0.079
2 1.87451e+08 2.48102e+15 0.927915 0.064 0.023 0.087
========================================================================================================
Total time for 2 iterations is: 0.166182
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.017089
Number of unique clusters: 54567
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 9
Total number of iterations : 51
Final number of clusters : 54567
Final modularity : 0.927915
Total time for clustering : 25.436597
Total time for building phases : 3.777288
********************************************
TOTAL TIME : 29.213885
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/uk-2002.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 18520486, |T|= 18520486, |E|= 298113762
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 298113762 to 141675386
Done cumulative addition for edgeListPtrs: 0.015928 sec.
Time for allocating memory for edgeList = 0.007139
About to build edgeList...
Time for building edgeList = 0.418965
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 18520486
Number of edges : 141675386
Maximum out-degree is: 54968
Average out-degree is: 15.299316
Expected value of X^2: 6747.117037
Variance is : 6513.047960
Standard deviation : 80.703457
Isolated vertices : 2400482 (12.96%)
Degree-one vertices : 3322530 (17.94%)
Density : 0.000041%
*******************************************
|V|= 18520486, |E|= 141675386
Done duplicating the graph: 0.179120 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.123
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 1.2496e+11 -0.000002 1.481 0.029 1.511
2 3.05437e+07 1.9216e+12 0.107771 1.123 0.018 1.141
3 6.09299e+07 5.42205e+12 0.214966 0.438 0.009 0.448
4 8.79699e+07 8.3525e+12 0.310359 0.291 0.034 0.325
5 9.42612e+07 9.15573e+12 0.332552 0.258 0.023 0.281
6 9.5746e+07 9.63019e+12 0.337786 0.243 0.011 0.255
7 9.74316e+07 9.80967e+12 0.343733 0.255 0.023 0.278
8 9.75327e+07 9.85613e+12 0.344089 0.229 0.012 0.242
9 9.848e+07 9.9306e+12 0.347431 0.266 0.022 0.288
10 9.82664e+07 9.93446e+12 0.346678 0.258 0.016 0.275
========================================================================================================
Total time for 10 iterations is: 5.042690
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.189370
Number of unique clusters: 1623290
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1623290
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.405
Time to count edges: 1.106
Time to build the graph: 0.078
Total time: 1.589
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.029
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.848e+07 9.9306e+12 0.347431 0.128 0.009 0.137
2 2.57898e+08 2.23321e+13 0.909894 0.105 0.009 0.114
3 2.65593e+08 2.42261e+13 0.937027 0.056 0.025 0.081
4 2.66753e+08 2.45242e+13 0.941118 0.082 0.009 0.091
5 2.67063e+08 2.45115e+13 0.942211 0.094 0.010 0.104
6 2.67218e+08 2.45846e+13 0.942758 0.049 0.009 0.058
7 2.67269e+08 2.45331e+13 0.942938 0.058 0.011 0.069
8 2.67324e+08 2.45962e+13 0.943132 0.074 0.004 0.079
9 2.67335e+08 2.45418e+13 0.943171 0.111 0.009 0.120
10 2.6737e+08 2.46037e+13 0.943295 0.058 0.013 0.071
11 2.67362e+08 2.45468e+13 0.943265 0.071 0.014 0.085
========================================================================================================
Total time for 11 iterations is: 1.006843
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.213838
Number of unique clusters: 415980
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 415980
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.055
Time to count edges: 0.100
Time to build the graph: 0.037
Total time: 0.192
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.029
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.6737e+08 2.46037e+13 0.943295 0.070 0.019 0.089
2 2.7711e+08 4.93322e+13 0.977362 0.064 0.029 0.093
3 2.78896e+08 5.30388e+13 0.983617 0.075 0.009 0.083
4 2.79312e+08 5.92156e+13 0.985010 0.061 0.019 0.081
5 2.79372e+08 5.49512e+13 0.985274 0.056 0.038 0.094
6 2.79454e+08 5.94937e+13 0.985507 0.065 0.009 0.073
7 2.79441e+08 5.51419e+13 0.985515 0.057 0.019 0.075
8 2.79483e+08 5.95856e+13 0.985609 0.061 0.014 0.076
9 2.7945e+08 5.50549e+13 0.985547 0.055 0.009 0.064
========================================================================================================
Total time for 9 iterations is: 0.727456
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.054803
Number of unique clusters: 172627
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 172627
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.043
Time to count edges: 0.046
Time to build the graph: 0.057
Total time: 0.146
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.79483e+08 5.95856e+13 0.985609 0.105 0.009 0.113
2 2.81078e+08 9.86738e+13 0.990752 0.054 0.014 0.068
3 2.81203e+08 8.64117e+13 0.991343 0.065 0.009 0.074
4 2.81275e+08 1.00405e+14 0.991424 0.090 0.009 0.099
5 2.81242e+08 8.82328e+13 0.991457 0.076 0.021 0.098
6 2.81286e+08 1.00248e+14 0.991464 0.043 0.009 0.052
7 2.81246e+08 8.85727e+13 0.991470 0.094 0.009 0.103
8 2.81288e+08 1.00289e+14 0.991472 0.055 0.034 0.088
9 2.81247e+08 8.85902e+13 0.991472 0.054 0.016 0.070
========================================================================================================
Total time for 9 iterations is: 0.765082
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.032489
Number of unique clusters: 136565
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 136565
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.021
Time to build the graph: 0.020
Total time: 0.068
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.040
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.81288e+08 1.00289e+14 0.991472 0.096 0.009 0.105
2 2.81493e+08 1.22049e+14 0.991923 0.075 0.009 0.084
3 2.81506e+08 1.22111e+14 0.991968 0.051 0.025 0.076
4 2.81509e+08 1.23279e+14 0.991964 0.042 0.014 0.056
========================================================================================================
Total time for 4 iterations is: 0.321103
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.034258
Number of unique clusters: 131791
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 131791
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.024
Time to count edges: 0.017
Time to build the graph: 0.077
Total time: 0.118
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.020
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.81506e+08 1.22111e+14 0.991968 0.021 0.009 0.030
2 2.81529e+08 1.30662e+14 0.991944 0.066 0.012 0.078
========================================================================================================
Total time for 2 iterations is: 0.108081
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.034029
Number of unique clusters: 131791
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 6
Total number of iterations : 45
Final number of clusters : 131791
Final modularity : 0.991968
Total time for clustering : 7.971255
Total time for building phases : 2.112393
********************************************
TOTAL TIME : 10.083648
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/arabic-2005.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 22744080, |T|= 22744080, |E|= 639999458
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 639999458 to 308233435
Done cumulative addition for edgeListPtrs: 0.023091 sec.
Time for allocating memory for edgeList = 0.014566
About to build edgeList...
Time for building edgeList = 1.039668
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 22744080
Number of edges : 308233435
Maximum out-degree is: 397676
Average out-degree is: 27.104498
Expected value of X^2: 80797.422943
Variance is : 80062.769134
Standard deviation : 282.953652
Isolated vertices : 2505917 (11.02%)
Degree-one vertices : 3471988 (15.27%)
Density : 0.000060%
*******************************************
|V|= 22744080, |E|= 308233435
Done duplicating the graph: 0.420300 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.201
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 1.83766e+12 -0.000005 4.325 0.019 4.344
2 5.93929e+07 2.25526e+13 0.096285 3.621 0.011 3.631
3 1.59522e+08 2.80345e+14 0.258031 1.031 0.016 1.047
4 2.23189e+08 3.54534e+14 0.361113 0.618 0.035 0.653
5 2.36778e+08 3.75892e+14 0.383099 0.465 0.015 0.480
6 2.39836e+08 3.8159e+14 0.388046 0.493 0.028 0.521
7 2.42862e+08 3.85878e+14 0.392942 0.435 0.024 0.459
8 2.43129e+08 3.87571e+14 0.393371 0.456 0.026 0.482
9 2.44815e+08 3.89359e+14 0.396102 0.456 0.026 0.481
10 2.44534e+08 3.90506e+14 0.395643 0.452 0.047 0.499
========================================================================================================
Total time for 10 iterations is: 12.597171
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.572015
Number of unique clusters: 1581600
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1581600
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.252
Time to count edges: 0.857
Time to build the graph: 0.043
Total time: 1.152
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.047
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.44815e+08 3.89359e+14 0.396102 0.111 0.016 0.127
2 5.62945e+08 6.59232e+14 0.911444 0.066 0.014 0.080
3 5.7342e+08 7.05774e+14 0.928314 0.076 0.005 0.081
4 5.75293e+08 7.40457e+14 0.931262 0.091 0.009 0.100
5 5.76041e+08 7.19297e+14 0.932531 0.093 0.025 0.117
6 5.76168e+08 7.469e+14 0.932664 0.063 0.024 0.087
7 5.76415e+08 7.20223e+14 0.933135 0.059 0.029 0.088
8 5.76404e+08 7.4851e+14 0.933042 0.064 0.009 0.073
========================================================================================================
Total time for 8 iterations is: 0.752656
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.156962
Number of unique clusters: 331996
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 331996
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.047
Time to count edges: 0.064
Time to build the graph: 0.021
Total time: 0.132
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.061
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.76415e+08 7.20223e+14 0.933135 0.063 0.015 0.078
2 6.06638e+08 1.37075e+15 0.980449 0.052 0.009 0.060
3 6.09346e+08 1.36205e+15 0.984864 0.054 0.029 0.083
4 6.10163e+08 1.39103e+15 0.986114 0.031 0.009 0.040
5 6.1006e+08 1.37487e+15 0.985990 0.054 0.029 0.083
========================================================================================================
Total time for 5 iterations is: 0.344883
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.028063
Number of unique clusters: 119668
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 119668
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.045
Time to count edges: 0.030
Time to build the graph: 0.036
Total time: 0.111
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.056
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 6.10163e+08 1.39103e+15 0.986114 0.039 0.009 0.047
2 6.13503e+08 1.61249e+15 0.990949 0.027 0.012 0.039
3 6.13942e+08 1.6503e+15 0.991562 0.052 0.009 0.061
4 6.14017e+08 1.68007e+15 0.991605 0.023 0.005 0.028
5 6.14029e+08 1.67925e+15 0.991627 0.064 0.026 0.090
6 6.14049e+08 1.69026e+15 0.991631 0.023 0.013 0.037
7 6.14034e+08 1.67859e+15 0.991637 0.039 0.018 0.057
8 6.14049e+08 1.68966e+15 0.991632 0.041 0.029 0.071
========================================================================================================
Total time for 8 iterations is: 0.429700
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.016298
Number of unique clusters: 92895
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 92895
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.045
Time to count edges: 0.020
Time to build the graph: 0.023
Total time: 0.088
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.028
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 6.14034e+08 1.67859e+15 0.991637 0.066 0.019 0.085
2 6.14266e+08 1.73023e+15 0.991876 0.023 0.038 0.060
3 6.14275e+08 1.72895e+15 0.991895 0.041 0.009 0.049
4 6.14278e+08 1.73239e+15 0.991891 0.021 0.008 0.029
========================================================================================================
Total time for 4 iterations is: 0.224068
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.018302
Number of unique clusters: 89674
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 89674
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.042
Time to count edges: 0.018
Time to build the graph: 0.013
Total time: 0.073
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.045
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 6.14275e+08 1.72895e+15 0.991895 0.020 0.009 0.029
2 6.14286e+08 1.73616e+15 0.991894 0.055 0.022 0.077
========================================================================================================
Total time for 2 iterations is: 0.105681
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.020724
Number of unique clusters: 89674
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 6
Total number of iterations : 37
Final number of clusters : 89674
Final modularity : 0.991895
Total time for clustering : 14.454159
Total time for building phases : 1.556001
********************************************
TOTAL TIME : 16.010160
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/uk-2005.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 39459925, |T|= 39459925, |E|= 936364282
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 936364282 to 433801162
Done cumulative addition for edgeListPtrs: 0.042738 sec.
Time for allocating memory for edgeList = 0.025270
About to build edgeList...
Time for building edgeList = 1.656284
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 39459925
Number of edges : 433801162
Maximum out-degree is: 404704
Average out-degree is: 21.986923
Expected value of X^2: 199925.591305
Variance is : 199442.166531
Standard deviation : 446.589483
Isolated vertices : 3394609 (8.60%)
Degree-one vertices : 6436391 (16.31%)
Density : 0.000028%
*******************************************
|V|= 39459925, |E|= 433801162
Done duplicating the graph: 0.690350 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.262
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 7.88905e+12 -0.000010 11.579 0.015 11.594
2 1.2073e+08 1.38049e+13 0.139136 7.278 0.017 7.295
3 2.69438e+08 3.92253e+14 0.310033 2.864 0.016 2.880
4 3.82243e+08 9.76326e+14 0.439277 0.967 0.016 0.983
5 4.03884e+08 1.19738e+15 0.463926 0.802 0.022 0.825
6 4.10505e+08 1.22782e+15 0.471517 0.692 0.016 0.708
7 4.14884e+08 1.24176e+15 0.476546 0.730 0.035 0.765
8 4.1646e+08 1.2479e+15 0.478355 0.753 0.029 0.783
9 4.18365e+08 1.25355e+15 0.480543 0.698 0.018 0.716
10 4.18665e+08 1.25728e+15 0.480883 0.666 0.039 0.705
11 4.1985e+08 1.25755e+15 0.482249 0.693 0.018 0.711
12 4.19733e+08 1.25836e+15 0.482113 0.763 0.009 0.772
========================================================================================================
Total time for 12 iterations is: 28.735550
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 3.376962
Number of unique clusters: 3043591
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3043591
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.655
Time to count edges: 2.489
Time to build the graph: 0.161
Total time: 3.306
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.053
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.1985e+08 1.25755e+15 0.482249 0.176 0.009 0.185
2 8.16271e+08 2.65615e+15 0.937306 0.147 0.010 0.157
3 8.31283e+08 2.70276e+15 0.954548 0.154 0.020 0.174
4 8.33612e+08 2.7059e+15 0.957228 0.122 0.024 0.146
5 8.34282e+08 2.70776e+15 0.957997 0.139 0.009 0.148
6 8.34541e+08 2.72726e+15 0.958270 0.129 0.005 0.134
7 8.34679e+08 2.94531e+15 0.958140 0.152 0.010 0.162
========================================================================================================
Total time for 7 iterations is: 1.106538
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.468664
Number of unique clusters: 755592
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 755592
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.070
Time to count edges: 0.194
Time to build the graph: 0.078
Total time: 0.343
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.070
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.34541e+08 2.72726e+15 0.958270 0.214 0.019 0.233
2 8.54804e+08 3.88561e+15 0.980087 0.178 0.009 0.187
3 8.57338e+08 3.83278e+15 0.983078 0.194 0.035 0.229
4 8.58082e+08 3.9071e+15 0.983836 0.192 0.029 0.221
5 8.5811e+08 3.84357e+15 0.983952 0.142 0.001 0.143
6 8.58383e+08 3.91236e+15 0.984176 0.138 0.009 0.147
7 8.58247e+08 3.8476e+15 0.984105 0.181 0.032 0.213
========================================================================================================
Total time for 7 iterations is: 1.373340
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.146411
Number of unique clusters: 281213
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 281213
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.061
Time to count edges: 0.113
Time to build the graph: 0.055
Total time: 0.229
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.053
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.58383e+08 3.91236e+15 0.984176 0.174 0.035 0.209
2 8.61598e+08 4.09893e+15 0.987634 0.168 0.011 0.179
3 8.61907e+08 4.07841e+15 0.988017 0.169 0.021 0.190
4 8.62045e+08 4.12018e+15 0.988121 0.156 0.024 0.180
5 8.62013e+08 4.09174e+15 0.988121 0.152 0.008 0.160
========================================================================================================
Total time for 5 iterations is: 0.918540
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.052843
Number of unique clusters: 200270
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 200270
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
Time to count edges: 0.078
Time to build the graph: 0.066
Total time: 0.193
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.042
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.62045e+08 4.12018e+15 0.988121 0.146 0.009 0.155
2 8.62506e+08 4.25202e+15 0.988477 0.167 0.039 0.206
3 8.62535e+08 4.24578e+15 0.988519 0.135 0.016 0.151
4 8.62554e+08 4.26219e+15 0.988519 0.135 0.014 0.149
========================================================================================================
Total time for 4 iterations is: 0.661174
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.045208
Number of unique clusters: 188216
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 188216
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.064
Time to count edges: 0.049
Time to build the graph: 0.072
Total time: 0.185
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.066
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.62535e+08 4.24578e+15 0.988519 0.106 0.020 0.126
2 8.62612e+08 4.28503e+15 0.988556 0.138 0.014 0.153
3 8.62622e+08 4.29141e+15 0.988559 0.111 0.009 0.120
4 8.62624e+08 4.31265e+15 0.988533 0.128 0.011 0.139
========================================================================================================
Total time for 4 iterations is: 0.537879
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.080363
Number of unique clusters: 186564
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 186564
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.040
Time to count edges: 0.081
Time to build the graph: 0.040
Total time: 0.161
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.62622e+08 4.29141e+15 0.988559 0.129 0.018 0.147
2 8.62627e+08 4.29808e+15 0.988555 0.108 0.009 0.117
========================================================================================================
Total time for 2 iterations is: 0.263902
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.067322
Number of unique clusters: 186564
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 7
Total number of iterations : 41
Final number of clusters : 186564
Final modularity : 0.988559
Total time for clustering : 33.596923
Total time for building phases : 4.416000
********************************************
TOTAL TIME : 38.012923
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/webbase-2001.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 118142155, |T|= 118142155, |E|= 1019903190
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 1019903190 to 467831523
Done cumulative addition for edgeListPtrs: 0.099709 sec.
Time for allocating memory for edgeList = 0.016541
About to build edgeList...
Time for building edgeList = 0.970131
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 118142155
Number of edges : 467831523
Maximum out-degree is: 168046
Average out-degree is: 7.919807
Expected value of X^2: 2906.820123
Variance is : 2844.096783
Standard deviation : 53.330074
Isolated vertices : 24629884 (20.85%)
Degree-one vertices : 25043823 (21.20%)
Density : 0.000003%
*******************************************
|V|= 118142155, |E|= 467831523
Done duplicating the graph: 0.563802 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.305
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 3.43418e+11 -0.000000 3.825 0.094 3.920
2 1.40646e+08 9.53618e+12 0.150306 2.764 0.026 2.790
3 2.51126e+08 2.83669e+13 0.268361 1.468 0.023 1.491
4 3.24312e+08 3.45169e+13 0.346573 1.068 0.028 1.095
5 3.48018e+08 3.57759e+13 0.371907 1.031 0.029 1.060
6 3.55999e+08 3.62148e+13 0.380436 0.963 0.019 0.982
7 3.63756e+08 3.65228e+13 0.388726 0.898 0.020 0.918
8 3.6593e+08 3.66953e+13 0.391050 0.931 0.019 0.950
9 3.70046e+08 3.69843e+13 0.395448 0.903 0.019 0.923
10 3.70353e+08 3.73611e+13 0.395776 0.905 0.019 0.924
11 3.73365e+08 3.83628e+13 0.398994 0.891 0.019 0.910
12 3.7296e+08 3.96472e+13 0.398560 0.894 0.019 0.913
========================================================================================================
Total time for 12 iterations is: 16.874362
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 9.274493
Number of unique clusters: 13281047
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13281047
Actual number of threads: 64 (requested: 64)
Time to initialize: 1.596
Time to count edges: 2.140
Time to build the graph: 0.175
Total time: 3.911
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.045
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.73365e+08 3.83628e+13 0.398994 0.585 0.004 0.589
2 8.29938e+08 7.74741e+13 0.886917 0.458 0.004 0.462
3 8.60127e+08 9.01002e+13 0.919167 0.406 0.005 0.411
4 8.6542e+08 1.02401e+14 0.924810 0.385 0.004 0.389
5 8.67332e+08 1.02547e+14 0.926853 0.377 0.005 0.382
6 8.68178e+08 1.09418e+14 0.927749 0.372 0.004 0.376
7 8.68603e+08 1.07484e+14 0.928206 0.373 0.012 0.384
8 8.68792e+08 1.1248e+14 0.928402 0.385 0.012 0.397
9 8.68949e+08 1.09573e+14 0.928573 0.373 0.004 0.377
10 8.69004e+08 1.14134e+14 0.928627 0.374 0.012 0.385
11 8.69083e+08 1.10891e+14 0.928715 0.386 0.009 0.395
12 8.69104e+08 1.15152e+14 0.928733 0.366 0.012 0.378
13 8.69201e+08 1.11739e+14 0.928841 0.374 0.012 0.385
14 8.69194e+08 1.15807e+14 0.928829 0.381 0.012 0.393
========================================================================================================
Total time for 14 iterations is: 5.704723
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.832485
Number of unique clusters: 3895059
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3895059
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.129
Time to count edges: 0.768
Time to build the graph: 0.065
Total time: 0.962
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.032
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 8.69201e+08 1.11739e+14 0.928841 0.538 0.009 0.547
2 9.06038e+08 7.82838e+14 0.967444 0.386 0.009 0.396
3 9.12684e+08 6.67232e+14 0.974679 0.334 0.009 0.343
4 9.14782e+08 9.55027e+14 0.976593 0.316 0.009 0.325
5 9.15026e+08 7.67784e+14 0.977067 0.318 0.009 0.328
6 9.15752e+08 9.7854e+14 0.977602 0.310 0.009 0.319
7 9.15456e+08 7.92609e+14 0.977498 0.313 0.009 0.323
========================================================================================================
Total time for 7 iterations is: 2.580980
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.622055
Number of unique clusters: 1861853
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1861853
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.064
Time to count edges: 0.608
Time to build the graph: 0.073
Total time: 0.746
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.028
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.15752e+08 9.7854e+14 0.977602 0.287 0.009 0.296
2 9.22755e+08 1.75324e+15 0.984202 0.225 0.009 0.234
3 9.23388e+08 1.44299e+15 0.985233 0.214 0.009 0.223
4 9.23911e+08 1.70441e+15 0.985493 0.203 0.009 0.213
5 9.23628e+08 1.46641e+15 0.985462 0.209 0.009 0.218
========================================================================================================
Total time for 5 iterations is: 1.183695
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.341799
Number of unique clusters: 1513491
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1513491
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.046
Time to count edges: 0.099
Time to build the graph: 0.057
Total time: 0.202
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.23911e+08 1.70441e+15 0.985493 0.220 0.009 0.229
2 9.24904e+08 1.87787e+15 0.986356 0.206 0.009 0.215
3 9.24979e+08 1.87009e+15 0.986445 0.203 0.009 0.212
4 9.25029e+08 1.89679e+15 0.986468 0.202 0.010 0.212
5 9.25001e+08 1.87525e+15 0.986463 0.214 0.024 0.238
========================================================================================================
Total time for 5 iterations is: 1.105731
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.400023
Number of unique clusters: 1451669
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1451669
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.041
Time to count edges: 0.105
Time to build the graph: 0.061
Total time: 0.207
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.047
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.25029e+08 1.89679e+15 0.986468 0.170 0.013 0.183
2 9.25193e+08 1.95757e+15 0.986574 0.176 0.013 0.189
3 9.25193e+08 1.95364e+15 0.986578 0.188 0.028 0.215
4 9.25201e+08 1.96051e+15 0.986579 0.176 0.014 0.190
========================================================================================================
Total time for 4 iterations is: 0.777519
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.479268
Number of unique clusters: 1443179
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1443179
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.072
Time to count edges: 0.084
Time to build the graph: 0.047
Total time: 0.203
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.040
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.25193e+08 1.95364e+15 0.986578 0.153 0.013 0.166
2 9.25217e+08 1.97329e+15 0.986582 0.146 0.017 0.162
3 9.25217e+08 1.97161e+15 0.986583 0.164 0.009 0.173
4 9.25218e+08 1.97623e+15 0.986580 0.160 0.009 0.168
========================================================================================================
Total time for 4 iterations is: 0.670281
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.533471
Number of unique clusters: 1441582
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1441582
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.039
Time to count edges: 0.058
Time to build the graph: 0.054
Total time: 0.151
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.25217e+08 1.97161e+15 0.986583 0.140 0.009 0.149
2 9.2522e+08 1.98142e+15 0.986576 0.149 0.009 0.158
========================================================================================================
Total time for 2 iterations is: 0.306960
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.598194
Number of unique clusters: 1441582
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 8
Total number of iterations : 53
Final number of clusters : 1441582
Final modularity : 0.986583
Total time for clustering : 29.204251
Total time for building phases : 6.383172
********************************************
TOTAL TIME : 35.587423
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/it-2004.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 41291594, |T|= 41291594, |E|= 1150725436
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 1150725436 to 552674618
Done cumulative addition for edgeListPtrs: 0.046592 sec.
Time for allocating memory for edgeList = 0.011075
About to build edgeList...
Time for building edgeList = 1.672626
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 41291594
Number of edges : 552674618
Maximum out-degree is: 165628
Average out-degree is: 26.769353
Expected value of X^2: 50508.580875
Variance is : 49791.982641
Standard deviation : 223.141172
Isolated vertices : 4717247 (11.42%)
Degree-one vertices : 6780796 (16.42%)
Density : 0.000032%
*******************************************
|V|= 41291594, |E|= 552674618
Done duplicating the graph: 1.212274 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.335
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 2.08558e+12 -0.000002 8.173 0.015 8.188
2 8.81581e+07 3.20048e+13 0.079730 6.924 0.015 6.939
3 2.17093e+08 3.37378e+14 0.196126 2.118 0.015 2.133
4 3.29607e+08 4.48203e+14 0.297826 0.762 0.013 0.775
5 3.5618e+08 4.89527e+14 0.321833 0.699 0.014 0.714
6 3.63292e+08 5.09125e+14 0.328250 0.728 0.014 0.741
7 3.6962e+08 5.1536e+14 0.333971 0.632 0.013 0.645
8 3.72676e+08 5.26528e+14 0.336726 0.627 0.015 0.642
9 3.76012e+08 5.3151e+14 0.339740 0.716 0.026 0.742
10 3.7874e+08 5.41524e+14 0.342199 0.852 0.014 0.867
11 3.81092e+08 5.48307e+14 0.344321 0.698 0.015 0.713
12 3.82107e+08 5.52296e+14 0.345237 0.713 0.031 0.745
13 3.82987e+08 5.55324e+14 0.346031 0.863 0.014 0.877
14 3.83253e+08 5.58975e+14 0.346268 0.726 0.033 0.759
15 3.84358e+08 5.6221e+14 0.347265 0.779 0.023 0.801
16 3.84615e+08 5.6373e+14 0.347496 0.727 0.015 0.742
17 3.84979e+08 5.64021e+14 0.347826 0.786 0.015 0.800
18 3.85084e+08 5.63915e+14 0.347921 0.859 0.015 0.874
19 3.85218e+08 5.64077e+14 0.348042 0.857 0.027 0.883
20 3.8528e+08 5.63955e+14 0.348098 0.752 0.014 0.766
21 3.85385e+08 5.64105e+14 0.348192 0.764 0.027 0.791
22 3.85447e+08 5.6398e+14 0.348249 0.735 0.016 0.751
23 3.85546e+08 5.64137e+14 0.348339 0.803 0.016 0.819
24 3.85581e+08 5.64009e+14 0.348370 0.773 0.021 0.794
25 3.85671e+08 5.6416e+14 0.348452 0.716 0.017 0.733
26 3.85683e+08 5.64033e+14 0.348463 0.753 0.019 0.771
27 3.85748e+08 5.64177e+14 0.348521 0.790 0.021 0.812
28 3.85752e+08 5.64047e+14 0.348525 0.780 0.014 0.794
29 3.85813e+08 5.64188e+14 0.348580 0.746 0.015 0.761
30 3.85831e+08 5.64067e+14 0.348596 0.778 0.023 0.801
31 3.85882e+08 5.64207e+14 0.348642 0.772 0.022 0.794
32 3.85908e+08 5.64087e+14 0.348666 0.758 0.014 0.772
33 3.85944e+08 5.6422e+14 0.348699 0.799 0.015 0.814
34 3.8596e+08 5.64096e+14 0.348713 0.743 0.015 0.758
35 3.85989e+08 5.64227e+14 0.348739 0.781 0.015 0.796
36 3.85998e+08 5.64101e+14 0.348747 0.766 0.016 0.783
37 3.86024e+08 5.64231e+14 0.348771 0.750 0.024 0.773
38 3.86027e+08 5.64105e+14 0.348774 0.676 0.016 0.691
39 3.8605e+08 5.64235e+14 0.348794 0.719 0.015 0.734
40 3.8605e+08 5.64109e+14 0.348794 0.789 0.018 0.807
========================================================================================================
Total time for 40 iterations is: 45.897552
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 3.318816
Number of unique clusters: 3132574
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3132574
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.537
Time to count edges: 1.688
Time to build the graph: 0.092
Total time: 2.317
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.032
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.8605e+08 5.64235e+14 0.348794 0.188 0.013 0.202
2 1.01008e+09 9.27137e+14 0.913052 0.158 0.009 0.168
3 1.04026e+09 1.02326e+15 0.940274 0.141 0.003 0.143
4 1.04432e+09 1.04531e+15 0.943935 0.085 0.009 0.095
5 1.04535e+09 1.04029e+15 0.944866 0.138 0.009 0.148
6 1.04575e+09 1.04145e+15 0.945226 0.133 0.010 0.143
7 1.04589e+09 1.04084e+15 0.945352 0.119 0.010 0.128
8 1.04599e+09 1.04163e+15 0.945449 0.113 0.010 0.123
9 1.04606e+09 1.0409e+15 0.945507 0.113 0.009 0.122
10 1.04611e+09 1.04224e+15 0.945558 0.146 0.009 0.155
11 1.04611e+09 1.04094e+15 0.945555 0.115 0.020 0.134
========================================================================================================
Total time for 11 iterations is: 1.561197
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.433501
Number of unique clusters: 739781
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 739781
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.041
Time to count edges: 0.151
Time to build the graph: 0.028
Total time: 0.220
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.04611e+09 1.04224e+15 0.945558 0.166 0.009 0.175
2 1.08932e+09 1.82858e+15 0.984000 0.109 0.009 0.119
3 1.09449e+09 1.86338e+15 0.988653 0.137 0.009 0.146
4 1.09568e+09 2.24289e+15 0.989420 0.111 0.009 0.120
5 1.09556e+09 2.03724e+15 0.989472 0.106 0.014 0.120
6 1.09604e+09 2.24676e+15 0.989741 0.103 0.009 0.112
7 1.09569e+09 2.03868e+15 0.989590 0.133 0.009 0.142
========================================================================================================
Total time for 7 iterations is: 0.932900
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.113853
Number of unique clusters: 290348
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 290348
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
Time to count edges: 0.058
Time to build the graph: 0.031
Total time: 0.115
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.09604e+09 2.24676e+15 0.989741 0.121 0.009 0.130
2 1.10068e+09 4.19772e+15 0.992338 0.081 0.013 0.094
3 1.10117e+09 3.20538e+15 0.993591 0.115 0.009 0.124
4 1.10127e+09 3.29456e+15 0.993613 0.082 0.010 0.092
5 1.10124e+09 5.55336e+15 0.991740 0.097 0.008 0.105
========================================================================================================
Total time for 5 iterations is: 0.545133
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.058779
Number of unique clusters: 226798
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 226798
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.035
Time to count edges: 0.034
Time to build the graph: 0.026
Total time: 0.095
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.032
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.10127e+09 3.29456e+15 0.993613 0.060 0.025 0.086
2 1.10176e+09 5.11987e+15 0.992560 0.092 0.009 0.100
========================================================================================================
Total time for 2 iterations is: 0.186450
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.070310
Number of unique clusters: 226798
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 5
Total number of iterations : 65
Final number of clusters : 226798
Final modularity : 0.993613
Total time for clustering : 49.123232
Total time for building phases : 2.746833
********************************************
TOTAL TIME : 51.870065
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/sk-2005.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern general
Note: Matrix type is Pattern. Will set all weights to 1.
Warning: Matrix type should be Symmetric for this routine.
Warning: Matrix will be considered as a symmetric matrix -- only entries in the lower triangle will be considered.
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 50636154, |T|= 50636154, |E|= 1949412601
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 1949412601 to 945393551
Done cumulative addition for edgeListPtrs: 0.042865 sec.
Time for allocating memory for edgeList = 0.011195
About to build edgeList...
Time for building edgeList = 3.526239
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 50636154
Number of edges : 945393551
Maximum out-degree is: 2377874
Average out-degree is: 37.340654
Expected value of X^2: 758497.370986
Variance is : 757103.046551
Standard deviation : 870.116686
Isolated vertices : 5299639 (10.47%)
Degree-one vertices : 5654095 (11.17%)
Density : 0.000037%
*******************************************
|V|= 50636154, |E|= 945393551
Done duplicating the graph: 3.218374 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.633
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 3.84074e+13 -0.000011 14.280 0.017 14.298
2 1.16037e+08 1.64732e+14 0.061324 8.914 0.018 8.932
3 3.08729e+08 1.80282e+15 0.162777 5.991 0.018 6.009
4 4.32147e+08 3.20939e+15 0.227656 3.916 0.031 3.947
5 4.72666e+08 3.60127e+15 0.248976 2.361 0.017 2.378
6 4.87477e+08 3.81677e+15 0.256749 1.272 0.020 1.292
7 4.96489e+08 3.85584e+15 0.261505 1.215 0.018 1.233
8 4.97145e+08 3.9082e+15 0.261837 1.207 0.016 1.223
9 5.02392e+08 3.90459e+15 0.264613 1.229 0.017 1.246
10 5.03394e+08 3.94568e+15 0.265131 1.229 0.029 1.258
11 5.06846e+08 3.93138e+15 0.266961 1.192 0.018 1.210
12 5.05039e+08 3.95729e+15 0.265998 1.210 0.017 1.227
========================================================================================================
Total time for 12 iterations is: 44.252012
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 2.979055
Number of unique clusters: 2562193
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 2562193
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.187
Time to count edges: 2.114
Time to build the graph: 0.272
Total time: 2.573
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.06846e+08 3.93138e+15 0.266961 0.297 0.010 0.307
2 1.71108e+09 8.52677e+15 0.902573 0.348 0.010 0.357
3 1.75731e+09 8.65064e+15 0.926986 0.353 0.025 0.378
4 1.76427e+09 9.08904e+15 0.930544 0.101 0.017 0.118
5 1.76627e+09 8.85123e+15 0.931671 0.098 0.010 0.107
6 1.76692e+09 9.06016e+15 0.931956 0.096 0.019 0.115
7 1.76717e+09 8.85457e+15 0.932147 0.070 0.009 0.080
8 1.76728e+09 9.0427e+15 0.932148 0.123 0.010 0.133
9 1.76737e+09 8.85627e+15 0.932251 0.094 0.030 0.125
10 1.7674e+09 9.04005e+15 0.932214 0.073 0.013 0.086
========================================================================================================
Total time for 10 iterations is: 1.805892
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.258276
Number of unique clusters: 478029
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 478029
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
Time to count edges: 0.122
Time to build the graph: 0.026
Total time: 0.174
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.76737e+09 8.85627e+15 0.932251 0.061 0.009 0.069
2 1.8461e+09 2.77944e+16 0.968592 0.040 0.026 0.066
3 1.85299e+09 1.69436e+16 0.975271 0.052 0.009 0.061
4 1.86024e+09 2.61398e+16 0.976534 0.029 0.009 0.037
5 1.85732e+09 1.72482e+16 0.977474 0.071 0.029 0.100
6 1.86188e+09 2.42618e+16 0.977923 0.029 0.010 0.038
7 1.85803e+09 1.73569e+16 0.977818 0.030 0.019 0.049
========================================================================================================
Total time for 7 iterations is: 0.421027
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.048682
Number of unique clusters: 146066
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 146066
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.027
Time to build the graph: 0.040
Total time: 0.093
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.86188e+09 2.42618e+16 0.977923 0.023 0.009 0.032
2 1.87372e+09 2.85689e+16 0.982984 0.037 0.021 0.058
3 1.87443e+09 2.86674e+16 0.983331 0.018 0.009 0.026
4 1.87451e+09 2.86841e+16 0.983366 0.020 0.009 0.028
5 1.87452e+09 2.86835e+16 0.983375 0.046 0.024 0.070
6 1.87454e+09 2.8688e+16 0.983383 0.021 0.008 0.030
7 1.87455e+09 2.86839e+16 0.983391 0.020 0.009 0.028
8 1.87456e+09 2.86881e+16 0.983391 0.052 0.020 0.072
========================================================================================================
Total time for 8 iterations is: 0.344046
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.021088
Number of unique clusters: 120175
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 120175
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.036
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87455e+09 2.86839e+16 0.983391 0.019 0.009 0.027
2 1.87531e+09 2.92283e+16 0.983640 0.018 0.008 0.027
3 1.87535e+09 2.92544e+16 0.983653 0.018 0.008 0.027
4 1.87536e+09 2.92711e+16 0.983655 0.036 0.019 0.054
5 1.87536e+09 2.92698e+16 0.983656 0.028 0.013 0.041
6 1.87536e+09 2.92709e+16 0.983656 0.018 0.008 0.027
========================================================================================================
Total time for 6 iterations is: 0.203019
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.025930
Number of unique clusters: 117431
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 117431
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.050
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.076
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87536e+09 2.92698e+16 0.983656 0.037 0.012 0.049
2 1.87537e+09 2.92731e+16 0.983659 0.018 0.009 0.027
3 1.87537e+09 2.92728e+16 0.983659 0.018 0.029 0.047
========================================================================================================
Total time for 3 iterations is: 0.121831
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.035551
Number of unique clusters: 117189
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 117189
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.037
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.87537e+09 2.92731e+16 0.983659 0.018 0.009 0.026
2 1.87537e+09 2.92733e+16 0.983659 0.018 0.035 0.054
========================================================================================================
Total time for 2 iterations is: 0.080026
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.038967
Number of unique clusters: 117189
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 7
Total number of iterations : 48
Final number of clusters : 117189
Final modularity : 0.983659
Total time for clustering : 47.227852
Total time for building phases : 3.019872
********************************************
TOTAL TIME : 50.247724
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/com-LiveJournal.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 3997962, |T|= 3997962, |E|= 34681189
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 34681189 to 34681190
Done cumulative addition for edgeListPtrs: 0.004522 sec.
Time for allocating memory for edgeList = 0.010867
About to build edgeList...
Time for building edgeList = 0.241688
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 3997962
Number of edges : 34681190
Maximum out-degree is: 14815
Average out-degree is: 17.349435
Expected value of X^2: 2146.318243
Variance is : 1845.315364
Standard deviation : 42.957134
Isolated vertices : 0 (0.00%)
Degree-one vertices : 785929 (19.66%)
Density : 0.000217%
*******************************************
|V|= 3997962, |E|= 34681190
Done duplicating the graph: 0.076346 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.053
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 8.5809e+09 -0.000002 1.009 0.009 1.018
2 3.86497e+06 1.09252e+10 0.055719 1.037 0.010 1.047
3 8.86056e+06 1.5684e+11 0.127710 1.449 0.020 1.469
4 1.46802e+07 5.88175e+11 0.211523 1.193 0.014 1.206
5 2.10335e+07 5.6318e+12 0.302070 0.770 0.009 0.779
6 2.71157e+07 2.13796e+13 0.386484 0.633 0.035 0.669
7 3.14426e+07 3.64172e+13 0.445740 0.549 0.009 0.558
8 3.42147e+07 4.70816e+13 0.483489 0.419 0.031 0.449
9 3.60347e+07 5.52474e+13 0.508031 0.391 0.010 0.400
10 3.73524e+07 6.21007e+13 0.525603 0.370 0.010 0.380
11 3.83569e+07 6.81518e+13 0.538828 0.370 0.010 0.379
12 3.91782e+07 7.40435e+13 0.549444 0.339 0.010 0.349
13 3.98398e+07 7.98269e+13 0.557780 0.372 0.010 0.382
14 4.04178e+07 8.58035e+13 0.564871 0.313 0.020 0.333
15 4.09274e+07 9.18322e+13 0.570964 0.290 0.025 0.315
16 4.14238e+07 9.8517e+13 0.576732 0.294 0.025 0.319
17 4.19457e+07 1.05792e+14 0.582744 0.287 0.025 0.312
18 4.24352e+07 1.1347e+14 0.588205 0.281 0.010 0.291
19 4.28852e+07 1.2123e+14 0.593080 0.284 0.010 0.293
20 4.33154e+07 1.28868e+14 0.597695 0.249 0.010 0.259
21 4.37246e+07 1.3574e+14 0.602166 0.300 0.010 0.310
22 4.40342e+07 1.40723e+14 0.605593 0.261 0.010 0.271
23 4.42429e+07 1.44277e+14 0.607864 0.261 0.020 0.281
24 4.44321e+07 1.47509e+14 0.609919 0.273 0.002 0.275
25 4.46043e+07 1.50426e+14 0.611796 0.238 0.005 0.243
26 4.47702e+07 1.5303e+14 0.613646 0.206 0.001 0.207
27 4.49076e+07 1.55167e+14 0.615183 0.206 0.002 0.208
28 4.50357e+07 1.569e+14 0.616670 0.194 0.002 0.196
29 4.51423e+07 1.58329e+14 0.617910 0.201 0.003 0.204
30 4.52312e+07 1.59656e+14 0.618915 0.200 0.001 0.201
31 4.53087e+07 1.60903e+14 0.619773 0.200 0.002 0.201
32 4.53906e+07 1.62192e+14 0.620686 0.193 0.001 0.194
33 4.54681e+07 1.63549e+14 0.621522 0.191 0.001 0.192
34 4.55524e+07 1.64964e+14 0.622443 0.202 0.001 0.204
35 4.56345e+07 1.66456e+14 0.623316 0.180 0.001 0.181
36 4.57223e+07 1.68048e+14 0.624252 0.178 0.005 0.183
37 4.58107e+07 1.6975e+14 0.625172 0.178 0.001 0.179
38 4.5898e+07 1.71372e+14 0.626094 0.184 0.002 0.185
39 4.59818e+07 1.7315e+14 0.626932 0.181 0.002 0.184
40 4.60754e+07 1.74994e+14 0.627898 0.179 0.001 0.180
41 4.61662e+07 1.76792e+14 0.628834 0.178 0.001 0.179
42 4.62564e+07 1.78607e+14 0.629757 0.177 0.001 0.178
43 4.63388e+07 1.80354e+14 0.630582 0.176 0.003 0.179
44 4.64221e+07 1.82065e+14 0.631427 0.176 0.001 0.177
45 4.64971e+07 1.83694e+14 0.632169 0.175 0.002 0.177
46 4.6571e+07 1.85255e+14 0.632911 0.175 0.001 0.176
47 4.66338e+07 1.8664e+14 0.633528 0.174 0.010 0.183
48 4.67004e+07 1.88042e+14 0.634197 0.173 0.001 0.174
49 4.67608e+07 1.89421e+14 0.634781 0.172 0.001 0.173
50 4.68194e+07 1.90672e+14 0.635366 0.172 0.001 0.173
51 4.6871e+07 1.91839e+14 0.635867 0.171 0.001 0.172
52 4.69245e+07 1.92989e+14 0.636399 0.169 0.001 0.170
53 4.69762e+07 1.94136e+14 0.636907 0.171 0.002 0.173
54 4.70259e+07 1.95155e+14 0.637410 0.171 0.010 0.181
55 4.70651e+07 1.96051e+14 0.637790 0.165 0.010 0.174
56 4.71074e+07 1.96923e+14 0.638218 0.166 0.002 0.168
57 4.71413e+07 1.97702e+14 0.638545 0.166 0.001 0.167
58 4.71724e+07 1.98389e+14 0.638851 0.166 0.001 0.167
59 4.71987e+07 1.99025e+14 0.639098 0.166 0.002 0.168
60 4.72294e+07 1.99668e+14 0.639407 0.165 0.001 0.166
61 4.72561e+07 2.0023e+14 0.639676 0.163 0.003 0.165
62 4.72828e+07 2.00756e+14 0.639951 0.165 0.001 0.166
63 4.73005e+07 2.01231e+14 0.640107 0.166 0.014 0.180
64 4.7322e+07 2.01714e+14 0.640316 0.195 0.010 0.205
65 4.734e+07 2.02172e+14 0.640481 0.172 0.001 0.173
66 4.73616e+07 2.02606e+14 0.640703 0.165 0.009 0.174
67 4.73775e+07 2.02996e+14 0.640851 0.194 0.010 0.204
68 4.73936e+07 2.03315e+14 0.641016 0.193 0.010 0.203
69 4.7403e+07 2.03569e+14 0.641099 0.193 0.010 0.202
70 4.74171e+07 2.03853e+14 0.641243 0.192 0.010 0.202
71 4.74281e+07 2.0412e+14 0.641346 0.196 0.010 0.206
72 4.74421e+07 2.04362e+14 0.641497 0.199 0.010 0.208
73 4.7451e+07 2.04577e+14 0.641582 0.193 0.010 0.203
74 4.74622e+07 2.04747e+14 0.641707 0.177 0.009 0.187
75 4.74684e+07 2.04925e+14 0.641760 0.183 0.008 0.191
76 4.74792e+07 2.05092e+14 0.641881 0.184 0.009 0.193
77 4.74857e+07 2.05259e+14 0.641940 0.198 0.009 0.207
78 4.74944e+07 2.05371e+14 0.642042 0.193 0.009 0.202
79 4.74972e+07 2.05451e+14 0.642066 0.182 0.009 0.191
80 4.7504e+07 2.05546e+14 0.642145 0.178 0.009 0.187
81 4.75069e+07 2.05619e+14 0.642170 0.179 0.010 0.189
82 4.75143e+07 2.05722e+14 0.642256 0.180 0.009 0.190
83 4.75169e+07 2.05799e+14 0.642278 0.207 0.009 0.216
84 4.75238e+07 2.05907e+14 0.642355 0.192 0.009 0.202
85 4.75251e+07 2.05952e+14 0.642363 0.185 0.009 0.194
86 4.75308e+07 2.06031e+14 0.642429 0.190 0.009 0.200
87 4.75319e+07 2.06072e+14 0.642437 0.189 0.009 0.199
88 4.75375e+07 2.06152e+14 0.642501 0.196 0.009 0.205
89 4.75376e+07 2.06165e+14 0.642499 0.174 0.009 0.184
========================================================================================================
Total time for 89 iterations is: 24.588344
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.350064
Number of unique clusters: 259180
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 259180
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
Time to count edges: 4.661
Time to build the graph: 0.057
Total time: 4.769
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.75375e+07 2.06152e+14 0.642501 0.242 0.009 0.250
2 5.30471e+07 3.32745e+14 0.695621 0.167 0.013 0.180
3 5.36851e+07 3.17236e+14 0.708042 0.141 0.009 0.149
4 5.46774e+07 3.4849e+14 0.715851 0.125 0.009 0.134
5 5.43935e+07 3.21737e+14 0.717319 0.124 0.009 0.132
6 5.50592e+07 3.49566e+14 0.721133 0.119 0.013 0.131
7 5.46341e+07 3.22899e+14 0.720547 0.121 0.013 0.134
========================================================================================================
Total time for 7 iterations is: 1.110277
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.027856
Number of unique clusters: 29163
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 29163
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.041
Time to count edges: 0.241
Time to build the graph: 0.026
Total time: 0.308
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.052
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.50592e+07 3.49566e+14 0.721133 0.059 0.009 0.067
2 5.68045e+07 3.95365e+14 0.736775 0.068 0.029 0.098
3 5.68383e+07 3.87595e+14 0.738878 0.037 0.004 0.042
4 5.70941e+07 3.98672e+14 0.740263 0.035 0.011 0.046
5 5.69869e+07 3.89272e+14 0.740672 0.069 0.009 0.078
6 5.71814e+07 3.99246e+14 0.741402 0.034 0.009 0.042
7 5.70311e+07 3.89442e+14 0.741274 0.043 0.019 0.061
========================================================================================================
Total time for 7 iterations is: 0.433817
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002285
Number of unique clusters: 3588
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3588
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.023
Time to count edges: 0.023
Time to build the graph: 0.017
Total time: 0.062
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.039
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.71814e+07 3.99246e+14 0.741402 0.019 0.009 0.027
2 5.75729e+07 4.05302e+14 0.745788 0.017 0.009 0.026
3 5.76895e+07 4.0962e+14 0.746571 0.035 0.014 0.050
4 5.77098e+07 4.10217e+14 0.746741 0.036 0.009 0.044
5 5.77162e+07 4.10606e+14 0.746752 0.017 0.008 0.026
6 5.77205e+07 4.10726e+14 0.746789 0.017 0.008 0.025
7 5.77201e+07 4.10749e+14 0.746778 0.032 0.020 0.051
========================================================================================================
Total time for 7 iterations is: 0.249639
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000404
Number of unique clusters: 1969
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1969
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.77205e+07 4.10726e+14 0.746789 0.038 0.016 0.053
2 5.77846e+07 4.13265e+14 0.747185 0.017 0.009 0.026
3 5.77936e+07 4.1382e+14 0.747200 0.017 0.008 0.025
4 5.77934e+07 4.13793e+14 0.747202 0.053 0.019 0.072
5 5.77934e+07 4.13793e+14 0.747202 0.018 0.009 0.026
========================================================================================================
Total time for 5 iterations is: 0.203167
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000196
Number of unique clusters: 1884
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1884
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.048
Time to count edges: 0.019
Time to build the graph: 0.037
Total time: 0.103
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.77934e+07 4.13793e+14 0.747202 0.017 0.028 0.045
2 5.7794e+07 4.13829e+14 0.747204 0.031 0.018 0.049
3 5.7794e+07 4.13829e+14 0.747204 0.017 0.009 0.026
========================================================================================================
Total time for 3 iterations is: 0.119949
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000191
Number of unique clusters: 1880
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1880
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.040
Time to count edges: 0.020
Time to build the graph: 0.051
Total time: 0.110
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.023
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 5.7794e+07 4.13829e+14 0.747204 0.037 0.020 0.057
2 5.7794e+07 4.13829e+14 0.747204 0.035 0.009 0.043
========================================================================================================
Total time for 2 iterations is: 0.099963
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000180
Number of unique clusters: 1880
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 7
Total number of iterations : 120
Final number of clusters : 1880
Final modularity : 0.747204
Total time for clustering : 26.805155
Total time for building phases : 5.404946
********************************************
TOTAL TIME : 32.210101
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/com-Orkut.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 3072441, |T|= 3072441, |E|= 117185083
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 117185083 to 117185084
Done cumulative addition for edgeListPtrs: 0.003048 sec.
Time for allocating memory for edgeList = 0.005478
About to build edgeList...
Time for building edgeList = 0.826429
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 3072441
Number of edges : 117185084
Maximum out-degree is: 33313
Average out-degree is: 76.281422
Expected value of X^2: 29776.097734
Variance is : 23957.242416
Standard deviation : 154.781273
Isolated vertices : 0 (0.00%)
Degree-one vertices : 67767 (2.21%)
Density : 0.001241%
*******************************************
|V|= 3072441, |E|= 117185084
Done duplicating the graph: 0.189263 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.107
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 9.14853e+10 -0.000002 2.461 0.009 2.470
2 2.25913e+06 1.04924e+11 0.009637 3.050 0.026 3.075
3 1.15266e+07 1.10278e+12 0.049161 3.072 0.020 3.092
4 3.62794e+07 3.76762e+13 0.154109 2.009 0.008 2.017
5 6.11171e+07 1.71693e+14 0.257646 1.239 0.009 1.248
6 7.52817e+07 2.77059e+14 0.316165 0.938 0.009 0.947
7 8.52014e+07 3.76713e+14 0.356675 1.033 0.009 1.042
8 9.33787e+07 4.78423e+14 0.389714 0.931 0.010 0.940
9 1.00044e+08 5.83798e+14 0.416236 0.831 0.010 0.841
10 1.05387e+08 6.92633e+14 0.437049 0.893 0.010 0.903
11 1.09239e+08 8.04263e+14 0.451456 0.747 0.009 0.756
12 1.12946e+08 9.32716e+14 0.464932 0.753 0.009 0.762
13 1.1654e+08 1.08065e+15 0.477573 0.738 0.009 0.747
14 1.2053e+08 1.24818e+15 0.491550 0.751 0.009 0.760
15 1.24516e+08 1.43354e+15 0.505180 0.724 0.011 0.735
16 1.27889e+08 1.60222e+15 0.516502 0.713 0.015 0.728
17 1.30638e+08 1.75752e+15 0.525405 0.739 0.010 0.749
18 1.33384e+08 1.90242e+15 0.534483 0.602 0.010 0.612
19 1.35747e+08 2.03946e+15 0.542068 0.622 0.040 0.662
20 1.38057e+08 2.16863e+15 0.549574 0.558 0.035 0.593
21 1.40036e+08 2.29411e+15 0.555733 0.563 0.009 0.572
22 1.42056e+08 2.4133e+15 0.562183 0.600 0.030 0.630
23 1.43814e+08 2.52765e+15 0.567605 0.497 0.017 0.514
24 1.45644e+08 2.63737e+15 0.573412 0.476 0.009 0.485
25 1.4725e+08 2.7382e+15 0.578432 0.498 0.012 0.511
26 1.48865e+08 2.83029e+15 0.583644 0.463 0.010 0.473
27 1.50235e+08 2.91478e+15 0.587953 0.502 0.010 0.512
28 1.51535e+08 2.99067e+15 0.592117 0.429 0.021 0.450
29 1.5254e+08 3.0589e+15 0.595163 0.490 0.010 0.500
30 1.53597e+08 3.1227e+15 0.598512 0.415 0.013 0.428
31 1.54355e+08 3.17795e+15 0.600738 0.457 0.015 0.472
32 1.55155e+08 3.23077e+15 0.603191 0.431 0.010 0.441
33 1.55727e+08 3.2781e+15 0.604770 0.479 0.025 0.504
34 1.56374e+08 3.32501e+15 0.606679 0.451 0.016 0.466
35 1.56856e+08 3.36684e+15 0.607971 0.419 0.010 0.429
36 1.57399e+08 3.4076e+15 0.609547 0.571 0.005 0.576
37 1.57781e+08 3.44412e+15 0.610514 0.459 0.016 0.475
38 1.58243e+08 3.48114e+15 0.611810 0.478 0.015 0.492
39 1.58589e+08 3.5139e+15 0.612691 0.470 0.009 0.479
40 1.59025e+08 3.54942e+15 0.613903 0.403 0.010 0.413
41 1.59327e+08 3.57971e+15 0.614639 0.468 0.009 0.477
42 1.59694e+08 3.6125e+15 0.615607 0.415 0.005 0.420
43 1.59945e+08 3.64348e+15 0.616115 0.426 0.009 0.435
44 1.603e+08 3.67947e+15 0.616977 0.428 0.016 0.444
45 1.60567e+08 3.71331e+15 0.617499 0.437 0.009 0.446
46 1.60935e+08 3.75227e+15 0.618357 0.398 0.009 0.407
47 1.61255e+08 3.79288e+15 0.618984 0.386 0.009 0.396
48 1.61702e+08 3.83872e+15 0.620056 0.371 0.009 0.380
49 1.62143e+08 3.88647e+15 0.621068 0.407 0.005 0.412
50 1.62757e+08 3.93894e+15 0.622734 0.375 0.009 0.384
51 1.63119e+08 3.96601e+15 0.623789 0.407 0.009 0.417
52 1.63269e+08 3.97791e+15 0.624209 0.403 0.009 0.412
53 1.63337e+08 3.98461e+15 0.624379 0.474 0.009 0.483
54 1.63477e+08 3.99485e+15 0.624790 0.405 0.013 0.418
55 1.63558e+08 4.00153e+15 0.625012 0.425 0.020 0.445
56 1.63689e+08 4.01193e+15 0.625381 0.419 0.009 0.429
57 1.63769e+08 4.01845e+15 0.625606 0.384 0.009 0.394
58 1.6389e+08 4.02845e+15 0.625940 0.401 0.009 0.410
59 1.63943e+08 4.03471e+15 0.626052 0.395 0.005 0.400
60 1.6404e+08 4.0439e+15 0.626300 0.378 0.009 0.388
61 1.64073e+08 4.04865e+15 0.626353 0.371 0.009 0.381
62 1.64155e+08 4.05672e+15 0.626555 0.408 0.009 0.417
63 1.64189e+08 4.061e+15 0.626622 0.386 0.009 0.396
64 1.64262e+08 4.06747e+15 0.626818 0.366 0.009 0.375
65 1.64288e+08 4.07177e+15 0.626848 0.381 0.009 0.390
66 1.64367e+08 4.07896e+15 0.627056 0.387 0.009 0.396
67 1.64413e+08 4.08484e+15 0.627143 0.414 0.014 0.429
68 1.64534e+08 4.09329e+15 0.627507 0.398 0.012 0.409
69 1.64581e+08 4.09977e+15 0.627591 0.417 0.041 0.458
70 1.64694e+08 4.10609e+15 0.627956 0.391 0.009 0.400
71 1.64697e+08 4.11219e+15 0.627859 0.384 0.008 0.392
========================================================================================================
Total time for 71 iterations is: 46.341987
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.082983
Number of unique clusters: 4687
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 4687
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 37.204
Time to build the graph: 0.018
Total time: 37.248
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.64694e+08 4.10609e+15 0.627956 0.025 0.008 0.033
2 1.80379e+08 5.8427e+15 0.663265 0.018 0.009 0.026
3 1.84466e+08 6.41315e+15 0.670317 0.051 0.015 0.066
4 1.85716e+08 6.60298e+15 0.672196 0.017 0.009 0.026
5 1.8573e+08 6.57653e+15 0.672737 0.017 0.009 0.026
6 1.86654e+08 6.75374e+15 0.673454 0.037 0.018 0.055
7 1.86219e+08 6.64578e+15 0.673562 0.031 0.009 0.039
8 1.86964e+08 6.79643e+15 0.673998 0.018 0.008 0.026
9 1.86584e+08 6.6921e+15 0.674276 0.017 0.009 0.026
10 1.8715e+08 6.81535e+15 0.674448 0.026 0.035 0.061
11 1.86582e+08 6.69145e+15 0.674282 0.033 0.009 0.042
========================================================================================================
Total time for 11 iterations is: 0.427036
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000134
Number of unique clusters: 172
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 172
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.021
Time to count edges: 0.109
Time to build the graph: 0.017
Total time: 0.147
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.8715e+08 6.81535e+15 0.674448 0.017 0.009 0.026
2 1.954e+08 8.61183e+15 0.676942 0.024 0.022 0.045
3 1.95897e+08 8.7157e+15 0.677175 0.030 0.018 0.048
4 1.95919e+08 8.71788e+15 0.677228 0.017 0.009 0.026
5 1.95919e+08 8.71788e+15 0.677228 0.017 0.009 0.026
========================================================================================================
Total time for 5 iterations is: 0.171235
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000010
Number of unique clusters: 30
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 30
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.069
Time to count edges: 0.018
Time to build the graph: 0.034
Total time: 0.121
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.95919e+08 8.71788e+15 0.677228 0.017 0.009 0.026
2 1.96093e+08 8.75402e+15 0.677311 0.042 0.024 0.065
3 1.96049e+08 8.73966e+15 0.677388 0.028 0.009 0.036
4 1.96049e+08 8.73939e+15 0.677392 0.017 0.009 0.026
5 1.96049e+08 8.73939e+15 0.677392 0.017 0.009 0.026
========================================================================================================
Total time for 5 iterations is: 0.179114
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000007
Number of unique clusters: 25
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 25
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.045
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.071
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.96049e+08 8.73939e+15 0.677392 0.017 0.027 0.044
2 1.96049e+08 8.73939e+15 0.677392 0.040 0.014 0.054
========================================================================================================
Total time for 2 iterations is: 0.097955
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000006
Number of unique clusters: 25
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 5
Total number of iterations : 94
Final number of clusters : 25
Final modularity : 0.677392
Total time for clustering : 47.217327
Total time for building phases : 37.587733
********************************************
TOTAL TIME : 84.805060
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/asia_osm.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 11950757, |T|= 11950757, |E|= 12711603
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 12711603 to 12711604
Done cumulative addition for edgeListPtrs: 0.015615 sec.
Time for allocating memory for edgeList = 0.006367
About to build edgeList...
Time for building edgeList = 0.036841
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 11950757
Number of edges : 12711604
Maximum out-degree is: 9
Average out-degree is: 2.127330
Expected value of X^2: 4.760596
Variance is : 0.235062
Standard deviation : 0.484832
Isolated vertices : 0 (0.00%)
Degree-one vertices : 417257 (3.49%)
Density : 0.000009%
*******************************************
|V|= 11950757, |E|= 12711604
Done duplicating the graph: 0.048353 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.036
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 5.68927e+07 -0.000000 0.181 0.006 0.187
2 3.22327e+06 7.37192e+07 0.126785 0.163 0.012 0.175
3 4.7676e+06 8.48207e+07 0.187529 0.134 0.013 0.147
4 5.6832e+06 9.06681e+07 0.223544 0.126 0.011 0.137
5 6.15004e+06 9.41657e+07 0.241906 0.163 0.007 0.170
6 6.57489e+06 9.6419e+07 0.258617 0.171 0.011 0.182
7 6.93421e+06 9.86696e+07 0.272751 0.154 0.011 0.166
8 7.16794e+06 9.98428e+07 0.281945 0.158 0.011 0.169
9 7.41576e+06 1.01338e+08 0.291692 0.138 0.022 0.160
10 7.59394e+06 1.02135e+08 0.298701 0.117 0.011 0.128
11 7.756e+06 1.03102e+08 0.305075 0.157 0.010 0.167
12 7.92013e+06 1.03768e+08 0.311531 0.167 0.011 0.178
13 8.02965e+06 1.04512e+08 0.315839 0.131 0.024 0.155
14 8.15209e+06 1.04912e+08 0.320655 0.142 0.012 0.154
15 8.26433e+06 1.05658e+08 0.325070 0.117 0.011 0.129
16 8.35368e+06 1.05922e+08 0.328584 0.159 0.011 0.170
17 8.43676e+06 1.06492e+08 0.331853 0.140 0.011 0.151
18 8.53357e+06 1.06779e+08 0.335661 0.114 0.038 0.151
19 8.59436e+06 1.07285e+08 0.338052 0.119 0.015 0.134
20 8.66887e+06 1.07444e+08 0.340983 0.128 0.025 0.152
21 8.73896e+06 1.07965e+08 0.343739 0.155 0.022 0.177
22 8.7947e+06 1.08083e+08 0.345932 0.135 0.023 0.159
23 8.84878e+06 1.08499e+08 0.348059 0.119 0.010 0.129
24 8.91617e+06 1.08658e+08 0.350710 0.149 0.011 0.160
25 8.95257e+06 1.09046e+08 0.352142 0.121 0.037 0.158
26 9.00497e+06 1.09094e+08 0.354203 0.106 0.015 0.121
27 9.05546e+06 1.09536e+08 0.356188 0.140 0.020 0.160
28 9.09423e+06 1.09561e+08 0.357714 0.138 0.006 0.145
29 9.13069e+06 1.09908e+08 0.359148 0.162 0.011 0.173
30 9.18204e+06 1.09992e+08 0.361167 0.151 0.011 0.162
31 9.2072e+06 1.10313e+08 0.362157 0.112 0.021 0.133
32 9.24752e+06 1.10318e+08 0.363743 0.138 0.031 0.169
33 9.28486e+06 1.1069e+08 0.365212 0.146 0.025 0.171
34 9.31323e+06 1.10675e+08 0.366328 0.146 0.027 0.173
35 9.34086e+06 1.10981e+08 0.367415 0.129 0.014 0.143
36 9.3828e+06 1.11012e+08 0.369064 0.144 0.015 0.159
37 9.39929e+06 1.11305e+08 0.369713 0.163 0.015 0.178
38 9.43102e+06 1.11264e+08 0.370961 0.153 0.011 0.164
39 9.46156e+06 1.11609e+08 0.372162 0.158 0.012 0.170
40 9.48392e+06 1.11565e+08 0.373042 0.131 0.022 0.153
41 9.50442e+06 1.11834e+08 0.373848 0.106 0.011 0.117
42 9.53935e+06 1.11842e+08 0.375222 0.150 0.010 0.160
43 9.55173e+06 1.12104e+08 0.375709 0.167 0.011 0.178
44 9.57871e+06 1.12048e+08 0.376770 0.153 0.011 0.164
45 9.60254e+06 1.12364e+08 0.377708 0.148 0.011 0.159
46 9.62061e+06 1.12293e+08 0.378418 0.118 0.012 0.130
47 9.63756e+06 1.12552e+08 0.379085 0.132 0.025 0.158
48 9.66838e+06 1.12532e+08 0.380297 0.138 0.015 0.153
49 9.67672e+06 1.12781e+08 0.380625 0.149 0.011 0.160
50 9.6994e+06 1.12706e+08 0.381518 0.161 0.011 0.171
51 9.72031e+06 1.12999e+08 0.382340 0.151 0.012 0.163
52 9.73594e+06 1.1292e+08 0.382955 0.131 0.022 0.153
53 9.74897e+06 1.13158e+08 0.383467 0.113 0.029 0.141
54 9.77549e+06 1.13121e+08 0.384510 0.143 0.015 0.158
55 9.78231e+06 1.13359e+08 0.384778 0.157 0.011 0.168
56 9.80288e+06 1.13269e+08 0.385588 0.159 0.011 0.170
57 9.81983e+06 1.1355e+08 0.386254 0.136 0.017 0.153
58 9.83316e+06 1.13453e+08 0.386779 0.136 0.023 0.159
59 9.84462e+06 1.13685e+08 0.387230 0.106 0.011 0.117
60 9.86881e+06 1.13635e+08 0.388181 0.141 0.011 0.151
61 9.87336e+06 1.13859e+08 0.388360 0.148 0.011 0.159
62 9.8913e+06 1.13762e+08 0.389065 0.120 0.015 0.135
63 9.90622e+06 1.14024e+08 0.389653 0.131 0.027 0.157
64 9.9189e+06 1.13924e+08 0.390151 0.135 0.015 0.151
65 9.92772e+06 1.14148e+08 0.390498 0.143 0.013 0.156
66 9.94896e+06 1.14079e+08 0.391334 0.137 0.011 0.148
67 9.95325e+06 1.14299e+08 0.391502 0.168 0.011 0.178
68 9.97001e+06 1.14192e+08 0.392162 0.125 0.023 0.148
69 9.98211e+06 1.14446e+08 0.392638 0.105 0.010 0.115
70 9.99332e+06 1.14336e+08 0.393079 0.169 0.006 0.176
71 1.00015e+07 1.1455e+08 0.393401 0.153 0.011 0.164
72 1.00212e+07 1.14476e+08 0.394175 0.164 0.006 0.170
73 1.0024e+07 1.14686e+08 0.394284 0.142 0.023 0.164
74 1.0039e+07 1.14575e+08 0.394873 0.124 0.022 0.146
75 1.00497e+07 1.14818e+08 0.395297 0.130 0.012 0.142
76 1.00608e+07 1.14702e+08 0.395731 0.132 0.011 0.143
77 1.0067e+07 1.14915e+08 0.395977 0.150 0.006 0.156
78 1.00843e+07 1.14823e+08 0.396657 0.128 0.016 0.144
79 1.00873e+07 1.15033e+08 0.396774 0.119 0.015 0.134
80 1.01016e+07 1.14919e+08 0.397338 0.158 0.010 0.168
81 1.01101e+07 1.1515e+08 0.397672 0.141 0.010 0.152
82 1.012e+07 1.1503e+08 0.398060 0.114 0.021 0.135
83 1.0126e+07 1.15235e+08 0.398295 0.111 0.010 0.121
84 1.01423e+07 1.15142e+08 0.398938 0.149 0.006 0.155
85 1.01439e+07 1.15347e+08 0.399000 0.150 0.015 0.165
86 1.01565e+07 1.15223e+08 0.399498 0.112 0.022 0.134
87 1.01644e+07 1.15451e+08 0.399809 0.128 0.010 0.138
88 1.01741e+07 1.15326e+08 0.400190 0.179 0.010 0.189
89 1.01783e+07 1.1553e+08 0.400356 0.145 0.011 0.155
90 1.01928e+07 1.15426e+08 0.400923 0.134 0.021 0.155
91 1.01946e+07 1.15625e+08 0.400994 0.129 0.012 0.140
92 1.0207e+07 1.15503e+08 0.401482 0.126 0.030 0.156
93 1.02129e+07 1.15721e+08 0.401714 0.130 0.013 0.143
94 1.02214e+07 1.15593e+08 0.402051 0.122 0.014 0.136
95 1.02256e+07 1.15794e+08 0.402213 0.154 0.030 0.184
96 1.02392e+07 1.15685e+08 0.402750 0.145 0.011 0.157
97 1.02397e+07 1.15882e+08 0.402768 0.124 0.010 0.134
98 1.02505e+07 1.15751e+08 0.403193 0.156 0.011 0.166
99 1.02559e+07 1.15966e+08 0.403406 0.142 0.011 0.153
100 1.02646e+07 1.15837e+08 0.403748 0.123 0.015 0.138
101 1.02672e+07 1.16033e+08 0.403851 0.128 0.014 0.142
102 1.02791e+07 1.15917e+08 0.404321 0.144 0.011 0.154
103 1.02799e+07 1.1611e+08 0.404351 0.153 0.011 0.164
104 1.02905e+07 1.15981e+08 0.404768 0.152 0.015 0.167
105 1.02942e+07 1.16191e+08 0.404915 0.121 0.023 0.143
106 1.03018e+07 1.16054e+08 0.405214 0.121 0.011 0.131
107 1.03045e+07 1.16249e+08 0.405318 0.149 0.011 0.160
108 1.03161e+07 1.1613e+08 0.405776 0.151 0.011 0.163
109 1.03159e+07 1.16323e+08 0.405766 0.125 0.022 0.146
========================================================================================================
Total time for 109 iterations is: 16.830145
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 2.367644
Number of unique clusters: 6170334
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 6170334
Actual number of threads: 64 (requested: 64)
Time to initialize: 1.043
Time to count edges: 1.007
Time to build the graph: 0.044
Total time: 2.094
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.033
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.03161e+07 1.1613e+08 0.405776 0.090 0.010 0.100
2 1.4087e+07 1.73269e+08 0.554100 0.076 0.010 0.086
3 1.53633e+07 2.14667e+08 0.604302 0.074 0.010 0.083
4 1.57701e+07 2.2753e+08 0.620302 0.070 0.010 0.080
5 1.5944e+07 2.34839e+08 0.627143 0.068 0.010 0.078
6 1.61136e+07 2.38549e+08 0.633814 0.067 0.010 0.077
7 1.62462e+07 2.42679e+08 0.639031 0.067 0.006 0.073
8 1.63494e+07 2.44255e+08 0.643089 0.072 0.010 0.082
9 1.64425e+07 2.4697e+08 0.646749 0.067 0.010 0.077
10 1.65204e+07 2.47709e+08 0.649817 0.069 0.009 0.078
11 1.65878e+07 2.49758e+08 0.652468 0.077 0.010 0.087
12 1.66553e+07 2.50208e+08 0.655122 0.070 0.010 0.080
13 1.67048e+07 2.51855e+08 0.657069 0.068 0.010 0.078
14 1.67577e+07 2.5198e+08 0.659149 0.069 0.007 0.075
15 1.68022e+07 2.53474e+08 0.660901 0.068 0.010 0.078
16 1.68442e+07 2.53423e+08 0.662553 0.071 0.010 0.080
17 1.68804e+07 2.54799e+08 0.663976 0.068 0.010 0.078
18 1.69166e+07 2.54603e+08 0.665399 0.071 0.010 0.081
19 1.69454e+07 2.55874e+08 0.666531 0.064 0.014 0.078
20 1.69782e+07 2.55585e+08 0.667823 0.066 0.010 0.076
21 1.70065e+07 2.56784e+08 0.668934 0.076 0.014 0.089
22 1.70339e+07 2.56426e+08 0.670015 0.073 0.009 0.082
23 1.70573e+07 2.57543e+08 0.670936 0.082 0.009 0.091
24 1.7085e+07 2.57172e+08 0.672023 0.070 0.010 0.080
25 1.71044e+07 2.58249e+08 0.672787 0.067 0.010 0.077
26 1.71293e+07 2.57794e+08 0.673764 0.066 0.010 0.076
27 1.71465e+07 2.58839e+08 0.674441 0.068 0.010 0.078
28 1.7169e+07 2.58369e+08 0.675327 0.073 0.010 0.083
29 1.71846e+07 2.5938e+08 0.675942 0.069 0.009 0.079
30 1.72043e+07 2.58864e+08 0.676715 0.071 0.009 0.081
31 1.7219e+07 2.59846e+08 0.677294 0.073 0.009 0.082
32 1.72376e+07 2.5934e+08 0.678025 0.068 0.010 0.077
33 1.72512e+07 2.60296e+08 0.678562 0.068 0.009 0.077
34 1.7268e+07 2.59741e+08 0.679220 0.071 0.009 0.081
35 1.72799e+07 2.60671e+08 0.679690 0.067 0.010 0.076
36 1.7296e+07 2.60123e+08 0.680322 0.077 0.009 0.087
37 1.73072e+07 2.61053e+08 0.680763 0.074 0.010 0.084
38 1.73219e+07 2.60451e+08 0.681342 0.063 0.010 0.072
39 1.7332e+07 2.61359e+08 0.681740 0.064 0.005 0.070
40 1.73462e+07 2.60776e+08 0.682298 0.064 0.009 0.074
41 1.7356e+07 2.61679e+08 0.682683 0.068 0.010 0.078
42 1.7369e+07 2.61067e+08 0.683196 0.066 0.009 0.076
43 1.73775e+07 2.61942e+08 0.683527 0.065 0.009 0.075
44 1.73904e+07 2.61343e+08 0.684034 0.065 0.009 0.075
45 1.73986e+07 2.62218e+08 0.684359 0.066 0.009 0.076
46 1.74104e+07 2.61581e+08 0.684824 0.063 0.009 0.072
47 1.74177e+07 2.62447e+08 0.685111 0.064 0.009 0.074
48 1.74294e+07 2.61827e+08 0.685570 0.065 0.010 0.075
49 1.74364e+07 2.62692e+08 0.685847 0.063 0.009 0.073
50 1.74472e+07 2.62035e+08 0.686271 0.065 0.010 0.074
51 1.74534e+07 2.62879e+08 0.686513 0.068 0.010 0.078
52 1.74641e+07 2.62251e+08 0.686935 0.063 0.009 0.073
53 1.74702e+07 2.63094e+08 0.687174 0.064 0.009 0.074
54 1.748e+07 2.62433e+08 0.687560 0.063 0.009 0.072
55 1.74846e+07 2.63249e+08 0.687740 0.064 0.009 0.073
56 1.74903e+07 2.62517e+08 0.687966 0.064 0.009 0.073
57 1.74917e+07 2.63286e+08 0.688019 0.064 0.009 0.074
58 1.74971e+07 2.62541e+08 0.688233 0.062 0.009 0.072
59 1.74983e+07 2.63305e+08 0.688279 0.067 0.009 0.076
60 1.75041e+07 2.6259e+08 0.688506 0.064 0.009 0.074
61 1.75054e+07 2.63357e+08 0.688559 0.062 0.010 0.072
62 1.75108e+07 2.62619e+08 0.688773 0.067 0.010 0.076
63 1.75117e+07 2.63369e+08 0.688809 0.067 0.010 0.077
64 1.75176e+07 2.6266e+08 0.689039 0.066 0.010 0.076
65 1.75188e+07 2.63426e+08 0.689087 0.067 0.010 0.077
66 1.7524e+07 2.62685e+08 0.689293 0.065 0.010 0.075
67 1.75247e+07 2.63445e+08 0.689318 0.062 0.008 0.070
68 1.75303e+07 2.62724e+08 0.689540 0.068 0.009 0.077
69 1.75313e+07 2.6349e+08 0.689578 0.065 0.010 0.075
70 1.75364e+07 2.62744e+08 0.689778 0.067 0.006 0.073
71 1.7537e+07 2.63501e+08 0.689802 0.069 0.006 0.075
72 1.75421e+07 2.62783e+08 0.690001 0.063 0.010 0.073
73 1.75425e+07 2.63541e+08 0.690019 0.065 0.010 0.074
74 1.75473e+07 2.62797e+08 0.690207 0.068 0.014 0.082
75 1.75473e+07 2.63544e+08 0.690207 0.066 0.010 0.076
========================================================================================================
Total time for 75 iterations is: 5.812109
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.967519
Number of unique clusters: 3044759
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3044759
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.109
Time to count edges: 0.218
Time to build the graph: 0.030
Total time: 0.357
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.029
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.75473e+07 2.62797e+08 0.690207 0.053 0.013 0.066
2 1.96156e+07 4.20456e+08 0.771560 0.046 0.009 0.055
3 2.03187e+07 5.44229e+08 0.799216 0.045 0.009 0.054
4 2.05262e+07 5.86305e+08 0.807380 0.046 0.009 0.056
5 2.06104e+07 6.08635e+08 0.810690 0.044 0.009 0.053
6 2.06908e+07 6.19337e+08 0.813856 0.047 0.009 0.057
7 2.07538e+07 6.30052e+08 0.816334 0.044 0.009 0.053
8 2.08074e+07 6.33603e+08 0.818439 0.043 0.009 0.052
9 2.08494e+07 6.39662e+08 0.820092 0.044 0.009 0.053
10 2.08918e+07 6.40857e+08 0.821761 0.044 0.009 0.053
11 2.09246e+07 6.45612e+08 0.823050 0.045 0.009 0.054
12 2.0959e+07 6.45871e+08 0.824403 0.044 0.009 0.053
13 2.09836e+07 6.49569e+08 0.825371 0.041 0.009 0.050
14 2.1012e+07 6.49206e+08 0.826488 0.043 0.009 0.053
15 2.10326e+07 6.52575e+08 0.827300 0.037 0.009 0.046
16 2.1056e+07 6.51816e+08 0.828218 0.042 0.009 0.051
17 2.10724e+07 6.54901e+08 0.828865 0.039 0.009 0.048
18 2.10927e+07 6.53813e+08 0.829661 0.043 0.008 0.051
19 2.11068e+07 6.56782e+08 0.830217 0.042 0.009 0.051
20 2.11232e+07 6.55366e+08 0.830861 0.040 0.009 0.049
21 2.11345e+07 6.58003e+08 0.831306 0.042 0.009 0.051
22 2.11495e+07 6.56553e+08 0.831897 0.042 0.009 0.051
23 2.11595e+07 6.59091e+08 0.832290 0.042 0.009 0.051
24 2.11728e+07 6.57574e+08 0.832814 0.042 0.009 0.051
25 2.11816e+07 6.60035e+08 0.833161 0.042 0.009 0.051
26 2.1194e+07 6.58419e+08 0.833646 0.042 0.010 0.052
27 2.12018e+07 6.60855e+08 0.833955 0.042 0.009 0.051
28 2.1212e+07 6.59178e+08 0.834355 0.042 0.009 0.051
29 2.12153e+07 6.61207e+08 0.834483 0.044 0.009 0.054
30 2.12223e+07 6.59179e+08 0.834758 0.043 0.009 0.052
31 2.12254e+07 6.61297e+08 0.834882 0.040 0.009 0.049
32 2.1232e+07 6.59336e+08 0.835141 0.044 0.009 0.053
33 2.12351e+07 6.61434e+08 0.835263 0.042 0.009 0.051
34 2.12417e+07 6.59451e+08 0.835522 0.040 0.009 0.050
35 2.12446e+07 6.61553e+08 0.835639 0.040 0.009 0.049
36 2.12508e+07 6.59583e+08 0.835880 0.042 0.009 0.052
37 2.12534e+07 6.61678e+08 0.835983 0.041 0.009 0.050
38 2.12583e+07 6.59655e+08 0.836174 0.043 0.009 0.052
39 2.12583e+07 6.61699e+08 0.836175 0.045 0.009 0.054
40 2.12616e+07 6.5967e+08 0.836305 0.041 0.009 0.050
41 2.12615e+07 6.6172e+08 0.836303 0.042 0.009 0.051
========================================================================================================
Total time for 41 iterations is: 2.135751
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.574560
Number of unique clusters: 1507960
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1507960
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.091
Time to count edges: 0.118
Time to build the graph: 0.027
Total time: 0.236
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.12616e+07 6.5967e+08 0.836305 0.036 0.009 0.045
2 2.24536e+07 1.13323e+09 0.883192 0.033 0.009 0.042
3 2.28573e+07 1.52252e+09 0.899068 0.032 0.009 0.041
4 2.29716e+07 1.66825e+09 0.903564 0.032 0.009 0.042
5 2.30169e+07 1.73931e+09 0.905348 0.032 0.013 0.045
6 2.30534e+07 1.76914e+09 0.906784 0.032 0.009 0.041
7 2.30832e+07 1.79485e+09 0.907954 0.033 0.009 0.042
8 2.3106e+07 1.80154e+09 0.908852 0.032 0.009 0.041
9 2.31255e+07 1.81468e+09 0.909617 0.034 0.009 0.043
10 2.31427e+07 1.81496e+09 0.910295 0.032 0.009 0.041
11 2.31584e+07 1.82371e+09 0.910915 0.032 0.009 0.041
12 2.31728e+07 1.82226e+09 0.911478 0.033 0.009 0.042
13 2.31849e+07 1.82955e+09 0.911957 0.033 0.009 0.042
14 2.3195e+07 1.82658e+09 0.912354 0.032 0.010 0.042
15 2.32025e+07 1.83194e+09 0.912649 0.032 0.009 0.040
16 2.32088e+07 1.82715e+09 0.912894 0.033 0.009 0.042
17 2.32153e+07 1.83236e+09 0.913151 0.032 0.009 0.041
18 2.32211e+07 1.82773e+09 0.913378 0.031 0.009 0.040
19 2.32251e+07 1.83269e+09 0.913537 0.031 0.009 0.040
20 2.32284e+07 1.82785e+09 0.913667 0.031 0.009 0.040
21 2.32302e+07 1.83284e+09 0.913738 0.032 0.009 0.041
22 2.32316e+07 1.82795e+09 0.913791 0.031 0.009 0.040
23 2.32328e+07 1.83283e+09 0.913838 0.033 0.009 0.042
24 2.32343e+07 1.82799e+09 0.913897 0.032 0.013 0.045
25 2.32359e+07 1.83292e+09 0.913961 0.034 0.009 0.042
26 2.32372e+07 1.82802e+09 0.914013 0.033 0.009 0.041
27 2.32387e+07 1.83293e+09 0.914072 0.031 0.009 0.040
28 2.32399e+07 1.82804e+09 0.914119 0.032 0.009 0.041
29 2.32415e+07 1.833e+09 0.914183 0.032 0.009 0.041
30 2.32428e+07 1.82808e+09 0.914232 0.032 0.009 0.041
31 2.32442e+07 1.83297e+09 0.914287 0.032 0.009 0.041
32 2.32454e+07 1.82809e+09 0.914334 0.032 0.009 0.041
33 2.32469e+07 1.83302e+09 0.914395 0.033 0.009 0.042
34 2.32481e+07 1.82811e+09 0.914441 0.032 0.009 0.042
35 2.32495e+07 1.833e+09 0.914496 0.031 0.009 0.040
36 2.32506e+07 1.82812e+09 0.914540 0.031 0.009 0.040
37 2.32521e+07 1.83307e+09 0.914598 0.031 0.009 0.040
38 2.32532e+07 1.82814e+09 0.914643 0.032 0.009 0.041
39 2.32546e+07 1.83304e+09 0.914696 0.035 0.009 0.044
40 2.32556e+07 1.82816e+09 0.914737 0.033 0.009 0.043
41 2.32571e+07 1.8331e+09 0.914796 0.031 0.009 0.040
42 2.32582e+07 1.8282e+09 0.914840 0.032 0.009 0.040
43 2.32595e+07 1.83308e+09 0.914891 0.024 0.005 0.029
44 2.32606e+07 1.82819e+09 0.914931 0.031 0.009 0.040
45 2.3262e+07 1.83312e+09 0.914987 0.031 0.009 0.041
46 2.3263e+07 1.82821e+09 0.915028 0.031 0.009 0.040
47 2.32643e+07 1.8331e+09 0.915078 0.032 0.009 0.041
48 2.32653e+07 1.82823e+09 0.915118 0.032 0.009 0.041
49 2.32667e+07 1.83316e+09 0.915172 0.031 0.009 0.041
50 2.32677e+07 1.82823e+09 0.915211 0.032 0.009 0.041
51 2.3269e+07 1.83315e+09 0.915262 0.028 0.009 0.037
52 2.32699e+07 1.82826e+09 0.915299 0.029 0.009 0.038
53 2.32713e+07 1.8332e+09 0.915352 0.031 0.009 0.041
54 2.32723e+07 1.82829e+09 0.915392 0.030 0.009 0.039
55 2.32735e+07 1.83319e+09 0.915440 0.032 0.009 0.041
56 2.32744e+07 1.82829e+09 0.915475 0.031 0.009 0.041
57 2.32757e+07 1.83323e+09 0.915529 0.032 0.009 0.041
58 2.32767e+07 1.82831e+09 0.915565 0.031 0.009 0.040
59 2.32779e+07 1.83321e+09 0.915613 0.031 0.009 0.040
60 2.32788e+07 1.82833e+09 0.915649 0.031 0.009 0.040
61 2.32801e+07 1.83326e+09 0.915700 0.032 0.009 0.041
62 2.3281e+07 1.82833e+09 0.915735 0.030 0.009 0.039
63 2.32822e+07 1.83323e+09 0.915781 0.031 0.009 0.040
64 2.3283e+07 1.82835e+09 0.915815 0.031 0.009 0.040
65 2.32843e+07 1.83328e+09 0.915865 0.032 0.009 0.040
66 2.32852e+07 1.82837e+09 0.915901 0.031 0.009 0.040
67 2.32864e+07 1.83327e+09 0.915946 0.032 0.009 0.042
68 2.32872e+07 1.82837e+09 0.915979 0.032 0.009 0.041
69 2.32884e+07 1.83331e+09 0.916028 0.033 0.009 0.042
70 2.32893e+07 1.82839e+09 0.916061 0.031 0.009 0.040
71 2.32904e+07 1.83329e+09 0.916105 0.032 0.009 0.041
72 2.32912e+07 1.82841e+09 0.916138 0.032 0.009 0.041
73 2.32924e+07 1.83333e+09 0.916185 0.033 0.009 0.042
74 2.32933e+07 1.82841e+09 0.916218 0.032 0.009 0.041
75 2.32944e+07 1.8333e+09 0.916261 0.031 0.009 0.041
76 2.32951e+07 1.82842e+09 0.916291 0.032 0.009 0.041
77 2.32963e+07 1.83337e+09 0.916338 0.032 0.009 0.041
78 2.32972e+07 1.82845e+09 0.916371 0.031 0.009 0.040
79 2.32982e+07 1.83334e+09 0.916410 0.031 0.009 0.041
80 2.32989e+07 1.82846e+09 0.916440 0.031 0.009 0.040
81 2.33001e+07 1.83338e+09 0.916485 0.032 0.009 0.041
82 2.33008e+07 1.82847e+09 0.916515 0.032 0.009 0.041
83 2.33018e+07 1.83336e+09 0.916555 0.031 0.009 0.040
84 2.33026e+07 1.82847e+09 0.916583 0.031 0.009 0.041
85 2.33037e+07 1.83341e+09 0.916627 0.032 0.009 0.041
86 2.33044e+07 1.82849e+09 0.916656 0.032 0.009 0.041
87 2.33054e+07 1.83338e+09 0.916695 0.032 0.009 0.041
88 2.33061e+07 1.8285e+09 0.916723 0.030 0.009 0.040
89 2.33072e+07 1.83344e+09 0.916767 0.031 0.009 0.040
90 2.3308e+07 1.82852e+09 0.916796 0.031 0.009 0.040
91 2.33089e+07 1.83341e+09 0.916834 0.031 0.009 0.040
92 2.33096e+07 1.82851e+09 0.916860 0.032 0.009 0.041
93 2.33107e+07 1.83345e+09 0.916903 0.031 0.009 0.040
94 2.33114e+07 1.82855e+09 0.916930 0.031 0.009 0.040
95 2.33123e+07 1.83343e+09 0.916966 0.031 0.009 0.040
96 2.3313e+07 1.82855e+09 0.916992 0.030 0.009 0.039
97 2.3314e+07 1.83348e+09 0.917033 0.031 0.009 0.040
98 2.33147e+07 1.82855e+09 0.917059 0.032 0.009 0.041
99 2.33156e+07 1.83345e+09 0.917097 0.032 0.009 0.041
100 2.33162e+07 1.82857e+09 0.917122 0.032 0.009 0.041
101 2.33173e+07 1.8335e+09 0.917162 0.033 0.009 0.042
102 2.3318e+07 1.82859e+09 0.917189 0.032 0.009 0.041
103 2.33188e+07 1.83348e+09 0.917224 0.032 0.009 0.041
104 2.33195e+07 1.82859e+09 0.917248 0.032 0.009 0.041
105 2.33205e+07 1.83352e+09 0.917289 0.031 0.009 0.041
106 2.33211e+07 1.8286e+09 0.917313 0.033 0.009 0.042
107 2.3322e+07 1.83349e+09 0.917348 0.032 0.009 0.041
108 2.33226e+07 1.8286e+09 0.917372 0.032 0.009 0.042
109 2.33236e+07 1.83354e+09 0.917411 0.070 0.017 0.087
110 2.33242e+07 1.82861e+09 0.917435 0.033 0.009 0.042
111 2.33251e+07 1.83351e+09 0.917469 0.033 0.009 0.042
112 2.33257e+07 1.82864e+09 0.917492 0.062 0.015 0.077
113 2.33266e+07 1.83356e+09 0.917531 0.040 0.009 0.049
114 2.33273e+07 1.82865e+09 0.917555 0.035 0.009 0.044
115 2.33281e+07 1.83353e+09 0.917588 0.051 0.015 0.066
116 2.33286e+07 1.82862e+09 0.917609 0.045 0.005 0.050
117 2.33296e+07 1.83357e+09 0.917648 0.034 0.009 0.042
118 2.33302e+07 1.82865e+09 0.917669 0.100 0.005 0.105
119 2.3331e+07 1.83354e+09 0.917701 0.032 0.009 0.041
120 2.33316e+07 1.82866e+09 0.917724 0.073 0.025 0.098
121 2.33325e+07 1.8336e+09 0.917761 0.030 0.009 0.039
122 2.33331e+07 1.82867e+09 0.917783 0.033 0.009 0.042
123 2.33339e+07 1.83356e+09 0.917815 0.065 0.018 0.083
124 2.33344e+07 1.82867e+09 0.917836 0.032 0.009 0.041
125 2.33353e+07 1.8336e+09 0.917872 0.032 0.009 0.041
126 2.33359e+07 1.82868e+09 0.917894 0.050 0.024 0.074
127 2.33366e+07 1.83358e+09 0.917924 0.038 0.009 0.047
128 2.33372e+07 1.82868e+09 0.917944 0.033 0.015 0.048
129 2.33381e+07 1.83362e+09 0.917981 0.063 0.013 0.076
130 2.33386e+07 1.8287e+09 0.918001 0.032 0.009 0.041
131 2.33394e+07 1.83359e+09 0.918032 0.037 0.026 0.063
132 2.33399e+07 1.8287e+09 0.918051 0.052 0.009 0.061
133 2.33408e+07 1.83364e+09 0.918086 0.031 0.009 0.039
134 2.33413e+07 1.82871e+09 0.918105 0.072 0.010 0.082
135 2.3342e+07 1.8336e+09 0.918135 0.034 0.010 0.043
136 2.33425e+07 1.82872e+09 0.918153 0.032 0.009 0.041
137 2.33433e+07 1.83365e+09 0.918187 0.078 0.017 0.095
138 2.33438e+07 1.82873e+09 0.918207 0.032 0.009 0.041
139 2.33446e+07 1.83362e+09 0.918235 0.032 0.009 0.040
140 2.3345e+07 1.82872e+09 0.918253 0.051 0.019 0.070
141 2.33459e+07 1.83367e+09 0.918287 0.033 0.009 0.041
142 2.33463e+07 1.82875e+09 0.918304 0.033 0.009 0.042
143 2.3347e+07 1.83364e+09 0.918332 0.060 0.021 0.081
144 2.33475e+07 1.82875e+09 0.918350 0.034 0.009 0.042
145 2.33483e+07 1.83369e+09 0.918382 0.034 0.009 0.043
146 2.33487e+07 1.82875e+09 0.918399 0.081 0.024 0.105
147 2.33494e+07 1.83365e+09 0.918427 0.034 0.009 0.043
148 2.33498e+07 1.82876e+09 0.918443 0.032 0.024 0.056
149 2.33507e+07 1.8337e+09 0.918475 0.060 0.013 0.073
150 2.33511e+07 1.82879e+09 0.918493 0.035 0.009 0.044
151 2.33518e+07 1.83368e+09 0.918519 0.078 0.024 0.102
152 2.33522e+07 1.82878e+09 0.918534 0.028 0.009 0.037
153 2.3353e+07 1.83372e+09 0.918566 0.032 0.010 0.041
154 2.33534e+07 1.8288e+09 0.918581 0.068 0.025 0.093
155 2.3354e+07 1.83369e+09 0.918607 0.033 0.009 0.042
156 2.33544e+07 1.8288e+09 0.918623 0.032 0.013 0.045
157 2.33552e+07 1.83374e+09 0.918653 0.050 0.011 0.061
158 2.33555e+07 1.8288e+09 0.918667 0.031 0.009 0.040
159 2.33562e+07 1.83369e+09 0.918693 0.048 0.019 0.067
160 2.33565e+07 1.82882e+09 0.918707 0.044 0.009 0.053
161 2.33573e+07 1.83376e+09 0.918737 0.031 0.009 0.040
162 2.33577e+07 1.82883e+09 0.918752 0.055 0.009 0.064
163 2.33583e+07 1.83372e+09 0.918776 0.032 0.009 0.041
164 2.33587e+07 1.82882e+09 0.918791 0.032 0.009 0.042
165 2.33595e+07 1.83377e+09 0.918821 0.060 0.028 0.088
166 2.33598e+07 1.82885e+09 0.918835 0.031 0.009 0.040
167 2.33604e+07 1.83374e+09 0.918859 0.033 0.009 0.042
168 2.33608e+07 1.82885e+09 0.918873 0.081 0.019 0.100
169 2.33615e+07 1.83378e+09 0.918902 0.036 0.009 0.045
170 2.33618e+07 1.82884e+09 0.918914 0.040 0.025 0.065
171 2.33624e+07 1.83373e+09 0.918939 0.061 0.009 0.070
172 2.33628e+07 1.82886e+09 0.918951 0.035 0.009 0.044
173 2.33635e+07 1.8338e+09 0.918980 0.065 0.024 0.090
174 2.33639e+07 1.82888e+09 0.918994 0.032 0.009 0.041
175 2.33644e+07 1.83377e+09 0.919017 0.045 0.023 0.068
176 2.33647e+07 1.82887e+09 0.919029 0.040 0.013 0.053
177 2.33655e+07 1.83381e+09 0.919058 0.031 0.009 0.040
178 2.33658e+07 1.82889e+09 0.919070 0.046 0.030 0.077
179 2.33663e+07 1.83378e+09 0.919092 0.046 0.006 0.052
180 2.33667e+07 1.82889e+09 0.919105 0.031 0.009 0.040
181 2.33674e+07 1.83382e+09 0.919132 0.065 0.023 0.088
182 2.33677e+07 1.82889e+09 0.919144 0.029 0.009 0.038
183 2.33683e+07 1.83379e+09 0.919168 0.032 0.009 0.041
184 2.33685e+07 1.82891e+09 0.919179 0.035 0.028 0.063
185 2.33692e+07 1.83384e+09 0.919206 0.055 0.005 0.059
186 2.33696e+07 1.82892e+09 0.919218 0.032 0.010 0.041
187 2.33701e+07 1.83381e+09 0.919241 0.067 0.033 0.100
188 2.33704e+07 1.8289e+09 0.919251 0.031 0.009 0.040
189 2.33711e+07 1.83385e+09 0.919279 0.035 0.009 0.043
190 2.33713e+07 1.82893e+09 0.919289 0.081 0.014 0.094
191 2.33719e+07 1.83383e+09 0.919311 0.031 0.009 0.040
192 2.33722e+07 1.82893e+09 0.919322 0.035 0.028 0.063
193 2.33729e+07 1.83387e+09 0.919348 0.051 0.009 0.060
194 2.33731e+07 1.82892e+09 0.919358 0.032 0.009 0.040
195 2.33737e+07 1.83382e+09 0.919380 0.074 0.023 0.097
196 2.33739e+07 1.82893e+09 0.919390 0.031 0.009 0.041
197 2.33746e+07 1.83388e+09 0.919416 0.045 0.012 0.056
198 2.33749e+07 1.82896e+09 0.919427 0.046 0.009 0.055
199 2.33754e+07 1.83384e+09 0.919447 0.032 0.009 0.041
200 2.33756e+07 1.82894e+09 0.919457 0.032 0.009 0.041
201 2.33763e+07 1.83388e+09 0.919483 0.071 0.014 0.085
202 2.33765e+07 1.82896e+09 0.919493 0.031 0.010 0.041
203 2.3377e+07 1.83384e+09 0.919513 0.032 0.010 0.042
204 2.33773e+07 1.82895e+09 0.919523 0.049 0.010 0.060
205 2.33779e+07 1.83389e+09 0.919548 0.032 0.009 0.041
206 2.33782e+07 1.82896e+09 0.919557 0.047 0.019 0.066
207 2.33787e+07 1.83386e+09 0.919577 0.042 0.009 0.050
208 2.33789e+07 1.82898e+09 0.919587 0.031 0.009 0.040
209 2.33796e+07 1.83392e+09 0.919612 0.036 0.028 0.064
210 2.33798e+07 1.82899e+09 0.919622 0.049 0.009 0.058
211 2.33803e+07 1.83388e+09 0.919641 0.032 0.009 0.041
212 2.33805e+07 1.82898e+09 0.919650 0.066 0.027 0.093
213 2.33812e+07 1.83392e+09 0.919675 0.034 0.009 0.042
214 2.33814e+07 1.829e+09 0.919684 0.032 0.009 0.041
215 2.33819e+07 1.83388e+09 0.919703 0.064 0.025 0.089
216 2.33821e+07 1.82899e+09 0.919712 0.031 0.009 0.040
217 2.33827e+07 1.83392e+09 0.919736 0.032 0.030 0.062
218 2.33829e+07 1.82899e+09 0.919745 0.048 0.009 0.057
219 2.33834e+07 1.83389e+09 0.919765 0.031 0.009 0.040
220 2.33837e+07 1.829e+09 0.919773 0.087 0.013 0.100
221 2.33843e+07 1.83394e+09 0.919797 0.034 0.009 0.044
222 2.33845e+07 1.82901e+09 0.919807 0.034 0.009 0.043
223 2.3385e+07 1.83392e+09 0.919825 0.065 0.017 0.083
224 2.33852e+07 1.82902e+09 0.919833 0.033 0.009 0.042
225 2.33858e+07 1.83395e+09 0.919857 0.032 0.009 0.041
226 2.3386e+07 1.82903e+09 0.919866 0.090 0.015 0.105
227 2.33865e+07 1.83392e+09 0.919884 0.032 0.009 0.041
228 2.33867e+07 1.82902e+09 0.919892 0.037 0.022 0.059
229 2.33873e+07 1.83397e+09 0.919916 0.049 0.009 0.058
230 2.33875e+07 1.82903e+09 0.919923 0.032 0.009 0.041
231 2.33879e+07 1.83392e+09 0.919941 0.073 0.019 0.093
232 2.33881e+07 1.82904e+09 0.919949 0.038 0.005 0.043
233 2.33887e+07 1.83397e+09 0.919972 0.039 0.018 0.057
234 2.33889e+07 1.82906e+09 0.919981 0.059 0.009 0.068
235 2.33894e+07 1.83394e+09 0.919998 0.034 0.009 0.043
236 2.33895e+07 1.82903e+09 0.920005 0.043 0.019 0.062
237 2.33901e+07 1.83398e+09 0.920028 0.048 0.009 0.057
238 2.33903e+07 1.82906e+09 0.920035 0.031 0.009 0.040
239 2.33908e+07 1.83394e+09 0.920052 0.033 0.030 0.063
240 2.3391e+07 1.82906e+09 0.920060 0.051 0.009 0.060
241 2.33915e+07 1.83399e+09 0.920082 0.031 0.009 0.040
242 2.33917e+07 1.82905e+09 0.920089 0.040 0.019 0.058
243 2.33921e+07 1.83394e+09 0.920107 0.060 0.009 0.068
244 2.33923e+07 1.82907e+09 0.920114 0.032 0.009 0.041
245 2.33929e+07 1.83401e+09 0.920136 0.068 0.008 0.076
246 2.33931e+07 1.82909e+09 0.920143 0.031 0.010 0.041
247 2.33935e+07 1.83397e+09 0.920159 0.032 0.014 0.046
248 2.33936e+07 1.82906e+09 0.920165 0.064 0.009 0.073
249 2.33942e+07 1.834e+09 0.920188 0.031 0.009 0.040
250 2.33944e+07 1.82909e+09 0.920195 0.044 0.024 0.068
251 2.33948e+07 1.83397e+09 0.920212 0.045 0.009 0.054
252 2.3395e+07 1.82908e+09 0.920218 0.032 0.009 0.041
253 2.33955e+07 1.83401e+09 0.920239 0.074 0.020 0.094
254 2.33957e+07 1.82908e+09 0.920246 0.031 0.009 0.040
255 2.33961e+07 1.83397e+09 0.920262 0.032 0.010 0.042
256 2.33962e+07 1.82909e+09 0.920268 0.059 0.036 0.094
257 2.33968e+07 1.83402e+09 0.920290 0.032 0.009 0.042
258 2.3397e+07 1.82911e+09 0.920297 0.031 0.009 0.040
259 2.33974e+07 1.834e+09 0.920313 0.061 0.021 0.082
260 2.33975e+07 1.82909e+09 0.920319 0.029 0.009 0.038
261 2.33981e+07 1.83403e+09 0.920341 0.032 0.049 0.081
262 2.33982e+07 1.82912e+09 0.920346 0.046 0.009 0.055
263 2.33986e+07 1.834e+09 0.920362 0.032 0.009 0.041
264 2.33988e+07 1.82912e+09 0.920368 0.031 0.009 0.040
265 2.33993e+07 1.83404e+09 0.920388 0.065 0.009 0.075
266 2.33994e+07 1.8291e+09 0.920393 0.031 0.009 0.040
267 2.33998e+07 1.834e+09 0.920410 0.031 0.009 0.040
268 2.34e+07 1.82911e+09 0.920415 0.100 0.008 0.109
269 2.34005e+07 1.83405e+09 0.920436 0.032 0.009 0.041
270 2.34007e+07 1.82913e+09 0.920442 0.032 0.009 0.041
271 2.3401e+07 1.83401e+09 0.920457 0.104 0.009 0.113
272 2.34012e+07 1.82912e+09 0.920462 0.031 0.009 0.040
273 2.34017e+07 1.83405e+09 0.920483 0.030 0.009 0.039
274 2.34018e+07 1.82914e+09 0.920488 0.064 0.011 0.075
275 2.34022e+07 1.83402e+09 0.920503 0.031 0.009 0.041
276 2.34024e+07 1.82913e+09 0.920508 0.031 0.009 0.040
277 2.34029e+07 1.83407e+09 0.920529 0.068 0.019 0.087
278 2.3403e+07 1.82914e+09 0.920534 0.032 0.009 0.041
279 2.34034e+07 1.83403e+09 0.920549 0.032 0.009 0.041
280 2.34035e+07 1.82914e+09 0.920553 0.040 0.018 0.058
281 2.3404e+07 1.83407e+09 0.920573 0.055 0.009 0.064
282 2.34041e+07 1.82915e+09 0.920579 0.031 0.009 0.040
283 2.34045e+07 1.83404e+09 0.920594 0.037 0.028 0.065
284 2.34046e+07 1.82913e+09 0.920598 0.057 0.008 0.065
285 2.34051e+07 1.83408e+09 0.920618 0.037 0.009 0.046
286 2.34052e+07 1.82917e+09 0.920622 0.031 0.009 0.040
287 2.34056e+07 1.83406e+09 0.920637 0.062 0.005 0.067
288 2.34057e+07 1.82917e+09 0.920642 0.032 0.010 0.042
289 2.34062e+07 1.83409e+09 0.920661 0.064 0.026 0.090
290 2.34063e+07 1.82916e+09 0.920666 0.035 0.009 0.044
291 2.34067e+07 1.83405e+09 0.920680 0.032 0.017 0.050
292 2.34068e+07 1.82916e+09 0.920684 0.062 0.009 0.071
293 2.34073e+07 1.8341e+09 0.920704 0.034 0.009 0.043
294 2.34074e+07 1.82917e+09 0.920709 0.047 0.020 0.066
295 2.34078e+07 1.83406e+09 0.920722 0.045 0.009 0.054
296 2.34079e+07 1.82916e+09 0.920726 0.033 0.009 0.042
297 2.34084e+07 1.83409e+09 0.920745 0.070 0.025 0.095
298 2.34085e+07 1.82918e+09 0.920749 0.034 0.009 0.043
299 2.34088e+07 1.83407e+09 0.920763 0.033 0.009 0.042
300 2.3409e+07 1.82919e+09 0.920768 0.098 0.011 0.110
301 2.34094e+07 1.83412e+09 0.920787 0.033 0.005 0.037
302 2.34095e+07 1.82919e+09 0.920790 0.048 0.030 0.078
303 2.34099e+07 1.83407e+09 0.920804 0.041 0.009 0.050
304 2.341e+07 1.8292e+09 0.920808 0.031 0.013 0.044
305 2.34104e+07 1.83412e+09 0.920827 0.067 0.019 0.086
306 2.34106e+07 1.8292e+09 0.920831 0.030 0.009 0.039
307 2.34109e+07 1.83409e+09 0.920845 0.032 0.010 0.042
308 2.3411e+07 1.82919e+09 0.920848 0.056 0.009 0.065
309 2.34115e+07 1.83412e+09 0.920867 0.032 0.010 0.042
310 2.34116e+07 1.8292e+09 0.920870 0.068 0.024 0.091
311 2.34119e+07 1.83409e+09 0.920884 0.032 0.009 0.042
312 2.3412e+07 1.8292e+09 0.920887 0.036 0.019 0.055
313 2.34124e+07 1.83413e+09 0.920906 0.059 0.009 0.067
314 2.34125e+07 1.82919e+09 0.920909 0.030 0.009 0.039
315 2.34129e+07 1.83409e+09 0.920923 0.032 0.021 0.053
316 2.3413e+07 1.8292e+09 0.920925 0.065 0.009 0.074
317 2.34134e+07 1.83414e+09 0.920945 0.035 0.009 0.043
318 2.34135e+07 1.82922e+09 0.920949 0.076 0.020 0.095
319 2.34139e+07 1.83411e+09 0.920961 0.029 0.009 0.038
320 2.34139e+07 1.82921e+09 0.920965 0.046 0.023 0.069
321 2.34144e+07 1.83414e+09 0.920983 0.044 0.009 0.053
322 2.34145e+07 1.82923e+09 0.920987 0.031 0.009 0.040
323 2.34148e+07 1.83412e+09 0.920999 0.053 0.015 0.069
324 2.34149e+07 1.82923e+09 0.921002 0.032 0.010 0.041
325 2.34154e+07 1.83416e+09 0.921020 0.037 0.020 0.057
326 2.34154e+07 1.82922e+09 0.921022 0.053 0.009 0.061
327 2.34157e+07 1.83411e+09 0.921035 0.032 0.009 0.041
328 2.34158e+07 1.82923e+09 0.921037 0.072 0.016 0.088
329 2.34162e+07 1.83415e+09 0.921054 0.032 0.009 0.041
330 2.34163e+07 1.82924e+09 0.921058 0.034 0.009 0.044
331 2.34166e+07 1.83412e+09 0.921070 0.068 0.005 0.073
332 2.34167e+07 1.82922e+09 0.921072 0.033 0.009 0.042
333 2.34171e+07 1.83416e+09 0.921090 0.035 0.009 0.044
334 2.34172e+07 1.82925e+09 0.921092 0.067 0.006 0.073
335 2.34175e+07 1.83413e+09 0.921104 0.034 0.009 0.044
336 2.34176e+07 1.82925e+09 0.921107 0.085 0.019 0.105
337 2.3418e+07 1.83418e+09 0.921124 0.029 0.009 0.039
338 2.3418e+07 1.82925e+09 0.921126 0.032 0.013 0.045
339 2.34184e+07 1.83413e+09 0.921139 0.064 0.009 0.073
340 2.34184e+07 1.82924e+09 0.921140 0.031 0.009 0.040
341 2.34188e+07 1.83417e+09 0.921157 0.046 0.019 0.066
342 2.34189e+07 1.82925e+09 0.921160 0.044 0.009 0.053
343 2.34192e+07 1.83415e+09 0.921171 0.037 0.005 0.041
344 2.34192e+07 1.82924e+09 0.921172 0.061 0.011 0.071
345 2.34197e+07 1.83418e+09 0.921190 0.033 0.009 0.042
346 2.34197e+07 1.82926e+09 0.921192 0.032 0.014 0.047
347 2.342e+07 1.83414e+09 0.921204 0.050 0.009 0.059
348 2.34201e+07 1.82926e+09 0.921206 0.033 0.009 0.043
349 2.34205e+07 1.8342e+09 0.921223 0.067 0.020 0.087
350 2.34205e+07 1.82926e+09 0.921224 0.032 0.009 0.042
351 2.34208e+07 1.83415e+09 0.921236 0.032 0.009 0.041
352 2.34209e+07 1.82928e+09 0.921238 0.065 0.050 0.114
353 2.34213e+07 1.8342e+09 0.921254 0.036 0.009 0.045
354 2.34214e+07 1.82929e+09 0.921257 0.054 0.025 0.079
355 2.34216e+07 1.83416e+09 0.921268 0.043 0.009 0.052
356 2.34217e+07 1.82926e+09 0.921268 0.032 0.010 0.041
========================================================================================================
Total time for 356 iterations is: 18.609748
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.328025
Number of unique clusters: 680762
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 680762
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
Time to count edges: 0.082
Time to build the graph: 0.042
Total time: 0.184
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.028
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.34216e+07 1.83416e+09 0.921268 0.058 0.023 0.081
2 2.40505e+07 3.30138e+09 0.946002 0.027 0.009 0.036
3 2.42596e+07 4.52539e+09 0.954225 0.025 0.009 0.034
4 2.43146e+07 5.00532e+09 0.956385 0.055 0.024 0.079
5 2.43356e+07 5.22568e+09 0.957210 0.026 0.009 0.035
6 2.43505e+07 5.31089e+09 0.957799 0.024 0.009 0.033
7 2.43631e+07 5.38759e+09 0.958293 0.051 0.022 0.073
8 2.43712e+07 5.40425e+09 0.958610 0.027 0.009 0.036
9 2.43755e+07 5.4389e+09 0.958782 0.029 0.005 0.034
10 2.43777e+07 5.43e+09 0.958866 0.066 0.018 0.084
11 2.43796e+07 5.45144e+09 0.958944 0.026 0.010 0.036
12 2.43809e+07 5.43825e+09 0.958992 0.024 0.009 0.034
13 2.43825e+07 5.45538e+09 0.959057 0.040 0.019 0.059
14 2.43839e+07 5.43957e+09 0.959112 0.044 0.008 0.052
15 2.43857e+07 5.45635e+09 0.959183 0.024 0.010 0.033
16 2.43871e+07 5.44021e+09 0.959239 0.064 0.025 0.089
17 2.43887e+07 5.45688e+09 0.959299 0.023 0.009 0.032
18 2.43899e+07 5.44041e+09 0.959348 0.024 0.010 0.034
19 2.43916e+07 5.45704e+09 0.959413 0.047 0.016 0.063
20 2.43927e+07 5.4407e+09 0.959459 0.024 0.010 0.034
21 2.43943e+07 5.45731e+09 0.959519 0.029 0.037 0.066
22 2.43955e+07 5.44092e+09 0.959566 0.044 0.009 0.053
23 2.43971e+07 5.45743e+09 0.959632 0.024 0.009 0.033
24 2.43983e+07 5.44098e+09 0.959676 0.045 0.062 0.106
25 2.43998e+07 5.45757e+09 0.959735 0.027 0.010 0.037
26 2.44008e+07 5.44113e+09 0.959777 0.032 0.033 0.065
27 2.44024e+07 5.4576e+09 0.959839 0.046 0.009 0.055
28 2.44034e+07 5.4412e+09 0.959880 0.032 0.009 0.042
29 2.44049e+07 5.45786e+09 0.959937 0.052 0.024 0.077
30 2.44059e+07 5.44131e+09 0.959975 0.032 0.009 0.041
31 2.44074e+07 5.45787e+09 0.960036 0.024 0.010 0.034
32 2.44084e+07 5.44141e+09 0.960074 0.051 0.027 0.078
33 2.44098e+07 5.45805e+09 0.960129 0.030 0.009 0.038
34 2.44107e+07 5.44148e+09 0.960165 0.024 0.009 0.033
35 2.44122e+07 5.45805e+09 0.960223 0.049 0.030 0.079
36 2.44131e+07 5.4416e+09 0.960259 0.027 0.009 0.035
37 2.44144e+07 5.45828e+09 0.960312 0.027 0.009 0.036
38 2.44153e+07 5.44165e+09 0.960345 0.059 0.020 0.080
39 2.44167e+07 5.4582e+09 0.960401 0.033 0.005 0.038
40 2.44176e+07 5.44179e+09 0.960436 0.024 0.027 0.051
41 2.44188e+07 5.45841e+09 0.960484 0.044 0.009 0.053
42 2.44196e+07 5.44185e+09 0.960515 0.025 0.009 0.034
43 2.4421e+07 5.45845e+09 0.960571 0.024 0.009 0.034
44 2.44218e+07 5.44193e+09 0.960601 0.027 0.035 0.062
45 2.44229e+07 5.45859e+09 0.960647 0.042 0.009 0.051
46 2.44237e+07 5.44203e+09 0.960676 0.032 0.005 0.037
47 2.4425e+07 5.4586e+09 0.960729 0.032 0.026 0.057
48 2.44257e+07 5.44211e+09 0.960757 0.050 0.009 0.058
49 2.44269e+07 5.45874e+09 0.960802 0.024 0.009 0.033
50 2.44276e+07 5.4422e+09 0.960831 0.030 0.025 0.055
51 2.44289e+07 5.45867e+09 0.960880 0.047 0.009 0.056
52 2.44296e+07 5.44223e+09 0.960907 0.020 0.013 0.033
53 2.44307e+07 5.45883e+09 0.960951 0.024 0.009 0.033
54 2.44313e+07 5.44228e+09 0.960978 0.024 0.009 0.033
55 2.44326e+07 5.45887e+09 0.961027 0.052 0.019 0.071
56 2.44333e+07 5.44235e+09 0.961053 0.025 0.009 0.035
57 2.44343e+07 5.45894e+09 0.961094 0.024 0.009 0.034
58 2.44349e+07 5.44238e+09 0.961119 0.025 0.024 0.049
59 2.44362e+07 5.4589e+09 0.961167 0.050 0.009 0.058
60 2.44368e+07 5.44248e+09 0.961192 0.024 0.009 0.033
61 2.44379e+07 5.45914e+09 0.961234 0.027 0.039 0.066
62 2.44384e+07 5.44254e+09 0.961256 0.034 0.009 0.043
63 2.44396e+07 5.45906e+09 0.961301 0.024 0.009 0.033
64 2.44401e+07 5.44258e+09 0.961323 0.068 0.010 0.078
65 2.44411e+07 5.45921e+09 0.961363 0.025 0.009 0.034
66 2.44417e+07 5.44268e+09 0.961384 0.024 0.009 0.033
67 2.44428e+07 5.45921e+09 0.961429 0.048 0.024 0.071
68 2.44433e+07 5.44268e+09 0.961450 0.035 0.008 0.044
69 2.44443e+07 5.45932e+09 0.961487 0.030 0.005 0.034
70 2.44448e+07 5.44278e+09 0.961507 0.024 0.009 0.033
71 2.44458e+07 5.45929e+09 0.961548 0.026 0.023 0.049
72 2.44464e+07 5.44283e+09 0.961568 0.049 0.008 0.057
73 2.44473e+07 5.45951e+09 0.961604 0.024 0.009 0.033
74 2.44477e+07 5.44289e+09 0.961623 0.024 0.010 0.034
75 2.44488e+07 5.45939e+09 0.961663 0.050 0.017 0.068
76 2.44492e+07 5.44292e+09 0.961680 0.024 0.009 0.033
77 2.44501e+07 5.45957e+09 0.961716 0.025 0.010 0.034
78 2.44505e+07 5.443e+09 0.961733 0.025 0.009 0.034
79 2.44516e+07 5.45954e+09 0.961772 0.055 0.013 0.068
80 2.4452e+07 5.44306e+09 0.961789 0.024 0.010 0.034
81 2.44528e+07 5.45967e+09 0.961822 0.027 0.009 0.036
82 2.44532e+07 5.44315e+09 0.961838 0.067 0.010 0.077
83 2.44542e+07 5.45964e+09 0.961876 0.026 0.009 0.034
84 2.44546e+07 5.44312e+09 0.961892 0.024 0.010 0.034
85 2.44555e+07 5.4598e+09 0.961926 0.051 0.018 0.070
86 2.44558e+07 5.4432e+09 0.961941 0.028 0.014 0.043
87 2.44568e+07 5.45969e+09 0.961978 0.031 0.009 0.040
88 2.44572e+07 5.44324e+09 0.961993 0.043 0.006 0.049
89 2.4458e+07 5.45991e+09 0.962026 0.024 0.009 0.033
90 2.44583e+07 5.44333e+09 0.962039 0.023 0.009 0.032
91 2.44593e+07 5.45984e+09 0.962075 0.079 0.017 0.097
92 2.44596e+07 5.4433e+09 0.962089 0.026 0.009 0.034
93 2.44604e+07 5.45996e+09 0.962121 0.024 0.009 0.033
94 2.44607e+07 5.44337e+09 0.962132 0.024 0.009 0.033
95 2.44616e+07 5.45988e+09 0.962168 0.050 0.009 0.060
96 2.44619e+07 5.44339e+09 0.962180 0.022 0.009 0.032
97 2.44627e+07 5.46007e+09 0.962211 0.025 0.009 0.034
98 2.4463e+07 5.44349e+09 0.962223 0.034 0.033 0.067
99 2.44639e+07 5.45996e+09 0.962256 0.041 0.009 0.049
100 2.44641e+07 5.44344e+09 0.962267 0.024 0.009 0.034
101 2.44649e+07 5.46011e+09 0.962297 0.023 0.009 0.032
102 2.44651e+07 5.44348e+09 0.962306 0.076 0.015 0.091
103 2.4466e+07 5.46006e+09 0.962341 0.029 0.005 0.034
104 2.44663e+07 5.44349e+09 0.962351 0.023 0.025 0.048
105 2.4467e+07 5.46017e+09 0.962380 0.046 0.012 0.058
106 2.44672e+07 5.44357e+09 0.962388 0.024 0.009 0.033
107 2.4468e+07 5.46008e+09 0.962421 0.025 0.010 0.034
108 2.44683e+07 5.44356e+09 0.962431 0.054 0.009 0.063
109 2.4469e+07 5.46023e+09 0.962459 0.032 0.008 0.040
110 2.44693e+07 5.44363e+09 0.962469 0.023 0.009 0.032
111 2.44701e+07 5.46014e+09 0.962500 0.073 0.010 0.083
112 2.44703e+07 5.44363e+09 0.962509 0.029 0.005 0.034
113 2.4471e+07 5.46027e+09 0.962536 0.024 0.009 0.033
114 2.44712e+07 5.44368e+09 0.962545 0.046 0.029 0.075
115 2.4472e+07 5.46022e+09 0.962577 0.032 0.006 0.038
116 2.44722e+07 5.44366e+09 0.962586 0.024 0.009 0.033
117 2.44729e+07 5.4603e+09 0.962612 0.047 0.019 0.065
118 2.44731e+07 5.44371e+09 0.962619 0.032 0.009 0.042
119 2.44739e+07 5.46023e+09 0.962650 0.025 0.009 0.034
120 2.44741e+07 5.44372e+09 0.962659 0.076 0.020 0.095
121 2.44748e+07 5.46044e+09 0.962686 0.025 0.013 0.038
122 2.44749e+07 5.4438e+09 0.962692 0.029 0.030 0.059
123 2.44757e+07 5.4603e+09 0.962722 0.050 0.009 0.059
124 2.44759e+07 5.44378e+09 0.962729 0.024 0.009 0.033
125 2.44765e+07 5.46043e+09 0.962754 0.046 0.025 0.070
126 2.44767e+07 5.44383e+09 0.962760 0.038 0.005 0.042
127 2.44774e+07 5.4604e+09 0.962791 0.026 0.010 0.036
128 2.44776e+07 5.44383e+09 0.962798 0.055 0.035 0.090
129 2.44782e+07 5.46048e+09 0.962821 0.020 0.009 0.028
130 2.44784e+07 5.44389e+09 0.962827 0.024 0.009 0.033
131 2.44791e+07 5.46043e+09 0.962856 0.024 0.015 0.039
132 2.44792e+07 5.44389e+09 0.962862 0.043 0.009 0.052
133 2.44799e+07 5.46058e+09 0.962886 0.024 0.009 0.033
134 2.448e+07 5.44392e+09 0.962890 0.024 0.009 0.033
135 2.44807e+07 5.46047e+09 0.962918 0.072 0.023 0.095
136 2.44808e+07 5.44394e+09 0.962924 0.023 0.009 0.032
137 2.44814e+07 5.46058e+09 0.962947 0.028 0.006 0.035
138 2.44815e+07 5.44398e+09 0.962951 0.043 0.039 0.082
139 2.44822e+07 5.46053e+09 0.962978 0.029 0.005 0.034
140 2.44823e+07 5.44398e+09 0.962983 0.024 0.009 0.033
141 2.44829e+07 5.46061e+09 0.963006 0.024 0.009 0.033
142 2.4483e+07 5.44401e+09 0.963010 0.074 0.014 0.088
143 2.44837e+07 5.46055e+09 0.963037 0.025 0.005 0.030
144 2.44838e+07 5.44404e+09 0.963042 0.024 0.009 0.033
145 2.44844e+07 5.46071e+09 0.963064 0.027 0.032 0.060
146 2.44845e+07 5.44407e+09 0.963068 0.042 0.009 0.051
147 2.44852e+07 5.46058e+09 0.963095 0.029 0.005 0.034
148 2.44853e+07 5.44406e+09 0.963098 0.024 0.009 0.033
149 2.44858e+07 5.46072e+09 0.963120 0.024 0.041 0.064
150 2.44859e+07 5.44412e+09 0.963122 0.043 0.013 0.056
151 2.44866e+07 5.46068e+09 0.963150 0.027 0.009 0.036
152 2.44867e+07 5.4441e+09 0.963153 0.024 0.009 0.034
153 2.44872e+07 5.46075e+09 0.963174 0.088 0.013 0.101
154 2.44873e+07 5.44415e+09 0.963177 0.025 0.009 0.034
155 2.44879e+07 5.46068e+09 0.963203 0.024 0.009 0.033
156 2.4488e+07 5.44416e+09 0.963207 0.026 0.030 0.055
157 2.44886e+07 5.46085e+09 0.963228 0.048 0.009 0.057
158 2.44886e+07 5.4442e+09 0.963230 0.031 0.005 0.036
159 2.44892e+07 5.46071e+09 0.963255 0.023 0.009 0.032
160 2.44893e+07 5.44419e+09 0.963259 0.067 0.010 0.077
161 2.44899e+07 5.46084e+09 0.963279 0.027 0.004 0.031
162 2.44899e+07 5.44426e+09 0.963281 0.030 0.005 0.035
163 2.44906e+07 5.46079e+09 0.963307 0.024 0.009 0.033
164 2.44906e+07 5.44422e+09 0.963309 0.053 0.019 0.071
165 2.44911e+07 5.46086e+09 0.963329 0.021 0.009 0.030
166 2.44912e+07 5.44427e+09 0.963330 0.023 0.009 0.033
167 2.44918e+07 5.4608e+09 0.963355 0.023 0.009 0.033
168 2.44918e+07 5.4443e+09 0.963357 0.044 0.022 0.066
169 2.44924e+07 5.46095e+09 0.963377 0.025 0.009 0.034
170 2.44924e+07 5.44434e+09 0.963379 0.024 0.009 0.033
171 2.4493e+07 5.46083e+09 0.963402 0.028 0.032 0.060
172 2.4493e+07 5.44433e+09 0.963404 0.040 0.009 0.049
173 2.44935e+07 5.46099e+09 0.963424 0.026 0.010 0.036
174 2.44935e+07 5.44434e+09 0.963424 0.024 0.009 0.033
========================================================================================================
Total time for 174 iterations is: 8.319356
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.144354
Number of unique clusters: 299382
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 299382
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.070
Time to count edges: 0.034
Time to build the graph: 0.020
Total time: 0.124
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.060
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.44935e+07 5.46099e+09 0.963424 0.047 0.010 0.058
2 2.48041e+07 1.01008e+10 0.975630 0.021 0.009 0.030
3 2.49056e+07 1.40758e+10 0.979620 0.020 0.009 0.029
4 2.49307e+07 1.57847e+10 0.980602 0.045 0.024 0.068
5 2.49372e+07 1.65793e+10 0.980859 0.021 0.009 0.030
6 2.49401e+07 1.69725e+10 0.980970 0.021 0.009 0.030
7 2.49418e+07 1.72093e+10 0.981037 0.033 0.024 0.057
8 2.49433e+07 1.72827e+10 0.981098 0.022 0.009 0.031
9 2.49448e+07 1.7373e+10 0.981157 0.021 0.009 0.029
10 2.49465e+07 1.73795e+10 0.981224 0.064 0.016 0.080
11 2.49478e+07 1.74185e+10 0.981274 0.021 0.009 0.031
12 2.49493e+07 1.74123e+10 0.981334 0.020 0.009 0.030
13 2.49504e+07 1.74461e+10 0.981375 0.059 0.019 0.078
14 2.49519e+07 1.74265e+10 0.981436 0.022 0.009 0.031
15 2.4953e+07 1.7458e+10 0.981478 0.020 0.009 0.029
16 2.49545e+07 1.74428e+10 0.981537 0.045 0.019 0.064
17 2.49556e+07 1.74724e+10 0.981581 0.031 0.009 0.040
18 2.49572e+07 1.74547e+10 0.981642 0.021 0.009 0.029
19 2.49581e+07 1.74769e+10 0.981679 0.023 0.029 0.053
20 2.49595e+07 1.74576e+10 0.981733 0.038 0.009 0.047
21 2.49604e+07 1.74815e+10 0.981771 0.020 0.009 0.029
22 2.49618e+07 1.74582e+10 0.981824 0.020 0.009 0.028
23 2.49626e+07 1.74807e+10 0.981856 0.047 0.009 0.057
24 2.49639e+07 1.74591e+10 0.981907 0.021 0.009 0.029
25 2.49648e+07 1.74825e+10 0.981943 0.020 0.009 0.029
26 2.49661e+07 1.74591e+10 0.981993 0.044 0.005 0.050
27 2.49668e+07 1.74821e+10 0.982022 0.021 0.009 0.030
28 2.4968e+07 1.74597e+10 0.982069 0.023 0.038 0.061
29 2.49688e+07 1.74833e+10 0.982099 0.032 0.009 0.041
30 2.49701e+07 1.74602e+10 0.982149 0.021 0.009 0.030
31 2.49707e+07 1.74833e+10 0.982175 0.026 0.048 0.074
32 2.49718e+07 1.74605e+10 0.982218 0.026 0.009 0.035
33 2.49725e+07 1.74843e+10 0.982245 0.021 0.009 0.030
34 2.49737e+07 1.74612e+10 0.982292 0.019 0.008 0.028
35 2.49742e+07 1.7484e+10 0.982312 0.059 0.024 0.083
36 2.49753e+07 1.74617e+10 0.982354 0.021 0.009 0.030
37 2.49759e+07 1.74854e+10 0.982379 0.020 0.009 0.029
38 2.4977e+07 1.74616e+10 0.982420 0.054 0.019 0.073
39 2.49774e+07 1.74847e+10 0.982438 0.016 0.009 0.024
40 2.49784e+07 1.74621e+10 0.982477 0.020 0.009 0.028
41 2.4979e+07 1.74859e+10 0.982499 0.068 0.019 0.086
42 2.49801e+07 1.74631e+10 0.982542 0.021 0.009 0.029
43 2.49805e+07 1.74858e+10 0.982559 0.020 0.009 0.028
44 2.49814e+07 1.74631e+10 0.982595 0.053 0.013 0.066
45 2.49819e+07 1.74866e+10 0.982614 0.020 0.009 0.029
46 2.49829e+07 1.74636e+10 0.982654 0.020 0.009 0.029
47 2.49833e+07 1.74863e+10 0.982668 0.022 0.033 0.055
48 2.49841e+07 1.74637e+10 0.982702 0.038 0.009 0.047
49 2.49846e+07 1.74872e+10 0.982722 0.021 0.009 0.029
50 2.49856e+07 1.74638e+10 0.982760 0.020 0.031 0.051
51 2.49859e+07 1.74864e+10 0.982771 0.031 0.015 0.046
52 2.49867e+07 1.74638e+10 0.982804 0.023 0.004 0.028
53 2.49872e+07 1.74875e+10 0.982822 0.030 0.028 0.058
54 2.49881e+07 1.74643e+10 0.982858 0.038 0.009 0.047
55 2.49884e+07 1.7487e+10 0.982870 0.020 0.009 0.029
56 2.49892e+07 1.74643e+10 0.982901 0.018 0.006 0.025
57 2.49896e+07 1.74879e+10 0.982917 0.022 0.031 0.053
58 2.49905e+07 1.74649e+10 0.982952 0.042 0.005 0.046
59 2.49907e+07 1.74872e+10 0.982961 0.020 0.009 0.029
60 2.49915e+07 1.74648e+10 0.982992 0.020 0.009 0.028
61 2.49919e+07 1.74885e+10 0.983007 0.020 0.012 0.032
62 2.49928e+07 1.74653e+10 0.983042 0.044 0.014 0.057
63 2.49929e+07 1.74878e+10 0.983048 0.020 0.009 0.029
64 2.49936e+07 1.74648e+10 0.983076 0.020 0.009 0.029
65 2.4994e+07 1.74887e+10 0.983091 0.020 0.020 0.040
66 2.49949e+07 1.74657e+10 0.983124 0.029 0.035 0.064
67 2.4995e+07 1.74882e+10 0.983131 0.019 0.009 0.028
68 2.49957e+07 1.74654e+10 0.983157 0.016 0.009 0.025
69 2.4996e+07 1.74891e+10 0.983168 0.020 0.012 0.032
70 2.49968e+07 1.74658e+10 0.983200 0.042 0.009 0.051
71 2.49969e+07 1.74882e+10 0.983204 0.026 0.005 0.031
72 2.49976e+07 1.74656e+10 0.983231 0.020 0.009 0.028
73 2.49979e+07 1.74892e+10 0.983242 0.039 0.023 0.062
74 2.49986e+07 1.74661e+10 0.983273 0.033 0.009 0.042
75 2.49987e+07 1.74887e+10 0.983276 0.020 0.013 0.033
76 2.49994e+07 1.7466e+10 0.983302 0.020 0.009 0.029
77 2.49996e+07 1.74893e+10 0.983310 0.024 0.038 0.062
78 2.50003e+07 1.74662e+10 0.983340 0.043 0.004 0.048
79 2.50004e+07 1.74887e+10 0.983344 0.020 0.009 0.029
80 2.50011e+07 1.7466e+10 0.983369 0.020 0.009 0.028
81 2.50013e+07 1.74897e+10 0.983377 0.061 0.014 0.075
82 2.5002e+07 1.74665e+10 0.983406 0.030 0.004 0.034
83 2.50021e+07 1.74893e+10 0.983409 0.024 0.004 0.029
84 2.50027e+07 1.74666e+10 0.983433 0.020 0.013 0.033
85 2.50029e+07 1.74902e+10 0.983442 0.055 0.020 0.075
86 2.50036e+07 1.74666e+10 0.983469 0.025 0.009 0.034
87 2.50036e+07 1.74893e+10 0.983470 0.021 0.009 0.030
88 2.50041e+07 1.74668e+10 0.983486 0.034 0.019 0.053
89 2.50041e+07 1.74902e+10 0.983486 0.034 0.008 0.042
========================================================================================================
Total time for 89 iterations is: 3.711896
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.037540
Number of unique clusters: 129123
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 129123
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.049
Time to count edges: 0.019
Time to build the graph: 0.018
Total time: 0.085
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.056
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.50041e+07 1.74668e+10 0.983486 0.026 0.009 0.035
2 2.51455e+07 3.35285e+10 0.989025 0.019 0.009 0.027
3 2.51883e+07 4.68381e+10 0.990687 0.018 0.009 0.027
4 2.51991e+07 5.29502e+10 0.991103 0.018 0.009 0.027
5 2.52036e+07 5.58403e+10 0.991276 0.041 0.019 0.060
6 2.52061e+07 5.7369e+10 0.991373 0.023 0.004 0.027
7 2.52081e+07 5.82652e+10 0.991448 0.023 0.009 0.031
8 2.52091e+07 5.87649e+10 0.991489 0.019 0.024 0.042
9 2.52107e+07 5.92965e+10 0.991551 0.056 0.012 0.067
10 2.52117e+07 5.91749e+10 0.991589 0.023 0.004 0.027
11 2.5213e+07 5.93787e+10 0.991640 0.022 0.004 0.027
12 2.52138e+07 5.92012e+10 0.991670 0.018 0.009 0.027
13 2.5215e+07 5.9384e+10 0.991719 0.053 0.009 0.062
14 2.52158e+07 5.92111e+10 0.991752 0.018 0.013 0.031
15 2.5217e+07 5.93893e+10 0.991799 0.022 0.009 0.031
16 2.52178e+07 5.92167e+10 0.991828 0.022 0.027 0.050
17 2.52189e+07 5.93937e+10 0.991871 0.035 0.015 0.050
18 2.52195e+07 5.92201e+10 0.991897 0.023 0.004 0.027
19 2.52206e+07 5.93963e+10 0.991940 0.023 0.004 0.027
20 2.52212e+07 5.92215e+10 0.991962 0.018 0.009 0.028
21 2.52221e+07 5.93983e+10 0.991999 0.036 0.019 0.055
22 2.52227e+07 5.92251e+10 0.992022 0.018 0.008 0.027
23 2.52237e+07 5.93996e+10 0.992062 0.018 0.009 0.027
24 2.52242e+07 5.92252e+10 0.992082 0.048 0.029 0.078
25 2.52251e+07 5.94021e+10 0.992116 0.027 0.004 0.031
26 2.52256e+07 5.92304e+10 0.992135 0.018 0.009 0.027
27 2.52264e+07 5.94032e+10 0.992169 0.072 0.024 0.096
28 2.52269e+07 5.92282e+10 0.992187 0.022 0.009 0.031
29 2.52277e+07 5.9404e+10 0.992219 0.018 0.009 0.027
30 2.52282e+07 5.92322e+10 0.992239 0.018 0.011 0.030
31 2.5229e+07 5.94049e+10 0.992270 0.030 0.018 0.048
32 2.52294e+07 5.92307e+10 0.992286 0.019 0.013 0.031
33 2.52302e+07 5.94073e+10 0.992316 0.023 0.004 0.027
34 2.52305e+07 5.92351e+10 0.992329 0.057 0.024 0.081
35 2.52313e+07 5.94062e+10 0.992358 0.019 0.008 0.027
36 2.52316e+07 5.92324e+10 0.992371 0.018 0.009 0.027
37 2.52323e+07 5.94071e+10 0.992397 0.018 0.010 0.028
38 2.52326e+07 5.92374e+10 0.992412 0.043 0.019 0.061
39 2.52333e+07 5.94087e+10 0.992439 0.014 0.009 0.023
40 2.52336e+07 5.92346e+10 0.992451 0.018 0.009 0.027
41 2.52343e+07 5.94108e+10 0.992476 0.019 0.009 0.027
42 2.52345e+07 5.9239e+10 0.992485 0.043 0.020 0.062
43 2.52351e+07 5.94099e+10 0.992508 0.015 0.009 0.023
44 2.52352e+07 5.92343e+10 0.992514 0.023 0.004 0.027
45 2.52357e+07 5.94118e+10 0.992533 0.057 0.025 0.081
46 2.52357e+07 5.92394e+10 0.992532 0.023 0.009 0.032
========================================================================================================
Total time for 46 iterations is: 1.792379
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.015528
Number of unique clusters: 55980
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 55980
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.048
Time to count edges: 0.024
Time to build the graph: 0.038
Total time: 0.111
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.52357e+07 5.94118e+10 0.992533 0.045 0.015 0.060
2 2.52991e+07 1.07021e+11 0.994953 0.031 0.013 0.044
3 2.53182e+07 1.41714e+11 0.995650 0.018 0.009 0.027
4 2.5323e+07 1.55631e+11 0.995817 0.018 0.013 0.030
5 2.53251e+07 1.59825e+11 0.995895 0.040 0.017 0.057
6 2.53263e+07 1.61894e+11 0.995940 0.022 0.004 0.026
7 2.53276e+07 1.62005e+11 0.995990 0.022 0.004 0.027
8 2.53284e+07 1.62969e+11 0.996020 0.022 0.004 0.026
9 2.53294e+07 1.62448e+11 0.996058 0.059 0.009 0.068
10 2.533e+07 1.63188e+11 0.996082 0.018 0.009 0.027
11 2.53309e+07 1.62601e+11 0.996117 0.018 0.008 0.026
12 2.53315e+07 1.63207e+11 0.996139 0.055 0.020 0.075
13 2.53323e+07 1.62625e+11 0.996172 0.014 0.013 0.027
14 2.53328e+07 1.63222e+11 0.996190 0.018 0.009 0.026
15 2.53335e+07 1.62643e+11 0.996221 0.058 0.025 0.083
16 2.5334e+07 1.63241e+11 0.996238 0.019 0.004 0.023
17 2.53347e+07 1.62648e+11 0.996267 0.018 0.009 0.026
18 2.53351e+07 1.63242e+11 0.996282 0.027 0.025 0.052
19 2.53358e+07 1.62658e+11 0.996309 0.043 0.009 0.052
20 2.53361e+07 1.63256e+11 0.996321 0.018 0.009 0.026
21 2.53366e+07 1.62671e+11 0.996342 0.018 0.009 0.026
22 2.53368e+07 1.63259e+11 0.996348 0.039 0.019 0.058
23 2.53372e+07 1.62673e+11 0.996367 0.018 0.009 0.027
24 2.53372e+07 1.63267e+11 0.996366 0.018 0.009 0.026
========================================================================================================
Total time for 24 iterations is: 0.945665
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.012407
Number of unique clusters: 25862
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 25862
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.047
Time to count edges: 0.010
Time to build the graph: 0.014
Total time: 0.071
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53372e+07 1.62673e+11 0.996367 0.043 0.022 0.065
2 2.53638e+07 2.60018e+11 0.997259 0.017 0.009 0.026
3 2.53711e+07 2.96608e+11 0.997491 0.017 0.009 0.026
4 2.53729e+07 3.04311e+11 0.997549 0.017 0.013 0.030
5 2.5374e+07 3.08576e+11 0.997588 0.038 0.019 0.057
6 2.53747e+07 3.09753e+11 0.997614 0.017 0.009 0.026
7 2.53754e+07 3.09817e+11 0.997638 0.017 0.009 0.026
8 2.53759e+07 3.10288e+11 0.997659 0.017 0.009 0.026
9 2.53764e+07 3.10239e+11 0.997679 0.038 0.019 0.057
10 2.53768e+07 3.11189e+11 0.997693 0.018 0.009 0.026
11 2.53772e+07 3.10531e+11 0.997708 0.017 0.009 0.026
12 2.53774e+07 3.11172e+11 0.997718 0.049 0.023 0.072
13 2.53776e+07 3.10653e+11 0.997724 0.023 0.009 0.031
14 2.53777e+07 3.11277e+11 0.997728 0.018 0.009 0.026
15 2.53778e+07 3.10614e+11 0.997734 0.050 0.024 0.075
16 2.53779e+07 3.11337e+11 0.997737 0.026 0.009 0.035
17 2.5378e+07 3.10691e+11 0.997739 0.018 0.009 0.026
18 2.5378e+07 3.11333e+11 0.997741 0.020 0.036 0.056
19 2.53781e+07 3.10685e+11 0.997745 0.038 0.009 0.047
20 2.53782e+07 3.11365e+11 0.997747 0.017 0.009 0.026
21 2.53782e+07 3.10729e+11 0.997750 0.017 0.009 0.026
22 2.53783e+07 3.11416e+11 0.997752 0.060 0.019 0.079
23 2.53784e+07 3.10745e+11 0.997756 0.014 0.009 0.022
24 2.53784e+07 3.11433e+11 0.997757 0.017 0.009 0.026
25 2.53785e+07 3.10751e+11 0.997760 0.044 0.024 0.068
26 2.53786e+07 3.11416e+11 0.997762 0.029 0.009 0.038
27 2.53786e+07 3.10781e+11 0.997766 0.017 0.009 0.026
28 2.53787e+07 3.11463e+11 0.997767 0.017 0.044 0.061
========================================================================================================
Total time for 28 iterations is: 1.131208
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002920
Number of unique clusters: 13559
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13559
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.053
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53786e+07 3.10781e+11 0.997766 0.020 0.009 0.029
2 2.53872e+07 3.70824e+11 0.998011 0.017 0.009 0.026
3 2.53891e+07 3.8443e+11 0.998065 0.040 0.016 0.056
4 2.53897e+07 3.88834e+11 0.998081 0.033 0.009 0.042
5 2.53901e+07 3.89943e+11 0.998094 0.018 0.009 0.027
6 2.53904e+07 3.89163e+11 0.998106 0.017 0.013 0.031
7 2.53906e+07 3.90085e+11 0.998112 0.033 0.009 0.043
8 2.53906e+07 3.89145e+11 0.998116 0.015 0.009 0.024
9 2.53907e+07 3.90048e+11 0.998119 0.013 0.013 0.026
10 2.53908e+07 3.89279e+11 0.998122 0.041 0.014 0.055
11 2.53909e+07 3.90258e+11 0.998125 0.035 0.009 0.044
12 2.53909e+07 3.89552e+11 0.998128 0.017 0.009 0.026
13 2.53911e+07 3.90419e+11 0.998132 0.017 0.032 0.049
14 2.53911e+07 3.8944e+11 0.998134 0.043 0.009 0.052
15 2.53911e+07 3.90402e+11 0.998135 0.017 0.009 0.026
16 2.53912e+07 3.89597e+11 0.998138 0.013 0.009 0.022
17 2.53912e+07 3.90393e+11 0.998139 0.056 0.019 0.074
18 2.53913e+07 3.89721e+11 0.998141 0.018 0.009 0.027
19 2.53913e+07 3.90523e+11 0.998141 0.018 0.009 0.027
========================================================================================================
Total time for 19 iterations is: 0.703556
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001603
Number of unique clusters: 9490
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 9490
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.051
Time to count edges: 0.009
Time to build the graph: 0.018
Total time: 0.078
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.041
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53913e+07 3.89721e+11 0.998141 0.030 0.012 0.042
2 2.53933e+07 4.08322e+11 0.998192 0.026 0.009 0.035
3 2.53938e+07 4.10897e+11 0.998206 0.017 0.009 0.026
4 2.53939e+07 4.10808e+11 0.998212 0.023 0.030 0.054
5 2.53941e+07 4.1145e+11 0.998217 0.046 0.009 0.055
6 2.53942e+07 4.11377e+11 0.998222 0.017 0.009 0.026
7 2.53943e+07 4.11489e+11 0.998226 0.017 0.009 0.026
8 2.53943e+07 4.11558e+11 0.998228 0.057 0.013 0.070
9 2.53944e+07 4.11664e+11 0.998231 0.034 0.004 0.039
10 2.53945e+07 4.11745e+11 0.998233 0.022 0.004 0.026
11 2.53945e+07 4.11885e+11 0.998234 0.040 0.019 0.059
12 2.53945e+07 4.11732e+11 0.998235 0.036 0.004 0.040
========================================================================================================
Total time for 12 iterations is: 0.496300
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001114
Number of unique clusters: 8303
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 8303
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.059
Total time: 0.094
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53945e+07 4.11885e+11 0.998234 0.017 0.009 0.026
2 2.53949e+07 4.15333e+11 0.998245 0.046 0.021 0.067
3 2.53951e+07 4.15827e+11 0.998251 0.024 0.009 0.033
4 2.53952e+07 4.15907e+11 0.998255 0.017 0.009 0.026
5 2.53953e+07 4.15983e+11 0.998258 0.017 0.028 0.045
6 2.53953e+07 4.15936e+11 0.998260 0.040 0.012 0.052
7 2.53954e+07 4.15961e+11 0.998262 0.018 0.009 0.026
8 2.53954e+07 4.1601e+11 0.998263 0.017 0.009 0.026
9 2.53955e+07 4.16062e+11 0.998265 0.013 0.027 0.040
10 2.53955e+07 4.16042e+11 0.998265 0.029 0.013 0.042
========================================================================================================
Total time for 10 iterations is: 0.383398
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000951
Number of unique clusters: 7896
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7896
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 13
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.063
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53955e+07 4.16062e+11 0.998265 0.034 0.009 0.042
2 2.53956e+07 4.16792e+11 0.998269 0.017 0.009 0.026
3 2.53957e+07 4.16939e+11 0.998273 0.017 0.009 0.026
4 2.53958e+07 4.17057e+11 0.998275 0.053 0.028 0.080
5 2.53958e+07 4.17058e+11 0.998277 0.018 0.009 0.027
6 2.53958e+07 4.17014e+11 0.998278 0.017 0.009 0.026
7 2.53959e+07 4.17041e+11 0.998280 0.017 0.045 0.062
8 2.53959e+07 4.17145e+11 0.998281 0.028 0.011 0.040
========================================================================================================
Total time for 8 iterations is: 0.328291
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000858
Number of unique clusters: 7707
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7707
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 14
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.031
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53959e+07 4.17041e+11 0.998280 0.017 0.009 0.026
2 2.5396e+07 4.17041e+11 0.998283 0.017 0.026 0.043
3 2.5396e+07 4.17046e+11 0.998286 0.035 0.010 0.045
4 2.53961e+07 4.17042e+11 0.998288 0.017 0.009 0.026
5 2.53961e+07 4.17043e+11 0.998289 0.017 0.008 0.026
6 2.53961e+07 4.17104e+11 0.998290 0.053 0.014 0.067
7 2.53962e+07 4.17173e+11 0.998291 0.017 0.009 0.026
========================================================================================================
Total time for 7 iterations is: 0.258643
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000623
Number of unique clusters: 7574
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7574
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.057
Time to count edges: 0.017
Time to build the graph: 0.042
Total time: 0.116
===============================
Phase 15
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53961e+07 4.17104e+11 0.998290 0.017 0.009 0.026
2 2.53962e+07 4.17105e+11 0.998292 0.065 0.020 0.085
3 2.53962e+07 4.17105e+11 0.998294 0.017 0.009 0.026
4 2.53963e+07 4.17105e+11 0.998296 0.017 0.009 0.026
5 2.53963e+07 4.17143e+11 0.998297 0.017 0.013 0.030
========================================================================================================
Total time for 5 iterations is: 0.192596
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000877
Number of unique clusters: 7498
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7498
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.022
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.048
===============================
Phase 16
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.052
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53963e+07 4.17105e+11 0.998296 0.018 0.009 0.026
2 2.53963e+07 4.17105e+11 0.998297 0.017 0.009 0.026
3 2.53964e+07 4.17106e+11 0.998299 0.047 0.011 0.058
4 2.53964e+07 4.17143e+11 0.998300 0.031 0.013 0.044
========================================================================================================
Total time for 4 iterations is: 0.153946
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000829
Number of unique clusters: 7464
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 7464
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.022
Time to count edges: 0.013
Time to build the graph: 0.013
Total time: 0.048
===============================
Phase 17
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.035
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.53964e+07 4.17106e+11 0.998299 0.017 0.008 0.025
2 2.53964e+07 4.17106e+11 0.998300 0.017 0.009 0.027
========================================================================================================
Total time for 2 iterations is: 0.052042
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.000784
Number of unique clusters: 7464
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 17
Total number of iterations : 1009
Final number of clusters : 7464
Final modularity : 0.998299
Total time for clustering : 61.857029
Total time for building phases : 3.803343
********************************************
TOTAL TIME : 65.660372
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/europe_osm.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 50912018, |T|= 50912018, |E|= 54054660
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 54054660 to 54054661
Done cumulative addition for edgeListPtrs: 0.048346 sec.
Time for allocating memory for edgeList = 0.008797
About to build edgeList...
Time for building edgeList = 0.200215
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 50912018
Number of edges : 54054661
Maximum out-degree is: 13
Average out-degree is: 2.123454
Expected value of X^2: 4.739109
Variance is : 0.230052
Standard deviation : 0.479638
Isolated vertices : 0 (0.00%)
Degree-one vertices : 2055578 (4.04%)
Density : 0.000002%
*******************************************
|V|= 50912018, |E|= 54054661
Done duplicating the graph: 0.098556 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.079
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 2.41278e+08 -0.000000 0.616 0.014 0.630
2 1.70106e+07 3.20021e+08 0.157346 0.523 0.016 0.539
3 2.56381e+07 3.77038e+08 0.237150 0.522 0.014 0.536
4 3.06829e+07 4.08297e+08 0.283813 0.511 0.036 0.547
5 3.31567e+07 4.2595e+08 0.306696 0.482 0.033 0.515
6 3.53051e+07 4.37454e+08 0.326569 0.488 0.017 0.506
7 3.69094e+07 4.47526e+08 0.341408 0.528 0.019 0.547
8 3.80756e+07 4.53104e+08 0.352195 0.513 0.018 0.532
9 3.90789e+07 4.59336e+08 0.361476 0.487 0.023 0.510
10 3.99072e+07 4.62819e+08 0.369137 0.496 0.018 0.514
11 4.05589e+07 4.66904e+08 0.375166 0.508 0.020 0.528
12 4.12263e+07 4.69375e+08 0.381339 0.523 0.018 0.541
13 4.16745e+07 4.72451e+08 0.385485 0.469 0.024 0.493
14 4.21813e+07 4.74002e+08 0.390173 0.494 0.019 0.514
15 4.25619e+07 4.76759e+08 0.393693 0.477 0.018 0.495
16 4.29573e+07 4.77704e+08 0.397350 0.462 0.019 0.481
17 4.32456e+07 4.79965e+08 0.400017 0.485 0.017 0.502
18 4.35975e+07 4.80701e+08 0.403272 0.475 0.019 0.494
19 4.38206e+07 4.8267e+08 0.405336 0.495 0.016 0.511
20 4.41145e+07 4.83114e+08 0.408055 0.482 0.034 0.517
21 4.4312e+07 4.84911e+08 0.409881 0.441 0.030 0.471
22 4.4557e+07 4.85187e+08 0.412147 0.481 0.015 0.496
23 4.47165e+07 4.86765e+08 0.413623 0.480 0.019 0.499
24 4.49485e+07 4.86948e+08 0.415769 0.466 0.017 0.483
25 4.50702e+07 4.88431e+08 0.416894 0.454 0.018 0.471
26 4.52711e+07 4.88425e+08 0.418753 0.472 0.018 0.490
27 4.53874e+07 4.89871e+08 0.419828 0.489 0.022 0.511
28 4.55634e+07 4.8976e+08 0.421457 0.469 0.024 0.493
29 4.56554e+07 4.91084e+08 0.422308 0.429 0.022 0.451
30 4.58255e+07 4.90982e+08 0.423881 0.453 0.020 0.473
31 4.58989e+07 4.922e+08 0.424560 0.423 0.019 0.442
32 4.6053e+07 4.91996e+08 0.425986 0.444 0.031 0.475
33 4.61229e+07 4.93211e+08 0.426632 0.448 0.029 0.477
34 4.6258e+07 4.92952e+08 0.427882 0.507 0.017 0.524
35 4.63144e+07 4.94092e+08 0.428403 0.491 0.017 0.508
36 4.64505e+07 4.93801e+08 0.429663 0.456 0.017 0.474
37 4.64928e+07 4.94918e+08 0.430053 0.453 0.017 0.470
38 4.66152e+07 4.94561e+08 0.431186 0.526 0.032 0.558
39 4.66589e+07 4.95661e+08 0.431590 0.485 0.014 0.499
40 4.67716e+07 4.95279e+08 0.432633 0.486 0.018 0.505
41 4.68043e+07 4.96317e+08 0.432935 0.475 0.017 0.493
42 4.69156e+07 4.95945e+08 0.433965 0.451 0.018 0.469
43 4.69397e+07 4.96941e+08 0.434187 0.467 0.017 0.483
44 4.70452e+07 4.9651e+08 0.435163 0.477 0.022 0.499
45 4.707e+07 4.97539e+08 0.435393 0.511 0.018 0.528
46 4.71645e+07 4.97075e+08 0.436267 0.461 0.017 0.478
47 4.71821e+07 4.98044e+08 0.436430 0.452 0.019 0.471
48 4.72808e+07 4.97583e+08 0.437342 0.463 0.031 0.494
49 4.72907e+07 4.98546e+08 0.437434 0.499 0.018 0.518
50 4.73809e+07 4.9806e+08 0.438269 0.499 0.019 0.518
51 4.73934e+07 4.98999e+08 0.438384 0.506 0.019 0.525
52 4.74791e+07 4.98494e+08 0.439177 0.478 0.021 0.499
53 4.74853e+07 4.99419e+08 0.439234 0.480 0.022 0.502
54 4.75701e+07 4.9892e+08 0.440019 0.483 0.028 0.511
55 4.75713e+07 4.99821e+08 0.440030 0.465 0.016 0.481
56 4.76541e+07 4.99277e+08 0.440796 0.475 0.020 0.496
57 4.76567e+07 5.00207e+08 0.440819 0.473 0.020 0.493
58 4.77315e+07 4.99653e+08 0.441512 0.467 0.016 0.484
59 4.77299e+07 5.00533e+08 0.441497 0.490 0.016 0.506
========================================================================================================
Total time for 59 iterations is: 29.663698
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 13.240066
Number of unique clusters: 25439530
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 25439530
Actual number of threads: 64 (requested: 64)
Time to initialize: 4.389
Time to count edges: 4.078
Time to build the graph: 0.177
Total time: 8.643
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.063
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 4.77315e+07 4.99653e+08 0.441512 0.333 0.017 0.351
2 6.26966e+07 7.56855e+08 0.579937 0.371 0.015 0.386
3 6.84395e+07 9.48104e+08 0.633058 0.310 0.026 0.336
4 7.02333e+07 1.00467e+09 0.649651 0.307 0.020 0.327
5 7.09377e+07 1.03768e+09 0.656166 0.321 0.016 0.337
6 7.15966e+07 1.05241e+09 0.662261 0.325 0.023 0.348
7 7.2083e+07 1.07073e+09 0.666760 0.314 0.015 0.328
8 7.24964e+07 1.07603e+09 0.670584 0.329 0.024 0.353
9 7.2813e+07 1.08803e+09 0.673513 0.291 0.015 0.305
10 7.31206e+07 1.08954e+09 0.676358 0.304 0.016 0.320
11 7.33496e+07 1.09873e+09 0.678477 0.296 0.015 0.311
12 7.35896e+07 1.09853e+09 0.680696 0.347 0.015 0.362
13 7.37579e+07 1.10617e+09 0.682253 0.303 0.014 0.317
14 7.39503e+07 1.10475e+09 0.684033 0.292 0.026 0.317
15 7.40913e+07 1.1117e+09 0.685337 0.306 0.016 0.322
16 7.42457e+07 1.10959e+09 0.686765 0.317 0.023 0.340
17 7.43568e+07 1.116e+09 0.687793 0.299 0.016 0.315
18 7.4491e+07 1.1134e+09 0.689034 0.279 0.015 0.294
19 7.45857e+07 1.11942e+09 0.689910 0.315 0.025 0.340
20 7.46996e+07 1.11654e+09 0.690963 0.285 0.020 0.305
21 7.4777e+07 1.12229e+09 0.691679 0.401 0.019 0.420
22 7.48788e+07 1.11916e+09 0.692621 0.278 0.014 0.292
23 7.49462e+07 1.12464e+09 0.693245 0.267 0.014 0.281
24 7.50366e+07 1.12138e+09 0.694081 0.275 0.017 0.292
25 7.50924e+07 1.12676e+09 0.694597 0.327 0.019 0.345
26 7.51753e+07 1.12327e+09 0.695364 0.300 0.015 0.315
27 7.52251e+07 1.12851e+09 0.695825 0.281 0.014 0.295
28 7.52993e+07 1.12494e+09 0.696510 0.283 0.014 0.297
29 7.53405e+07 1.13011e+09 0.696892 0.307 0.028 0.335
30 7.54061e+07 1.12632e+09 0.697498 0.273 0.014 0.287
31 7.54109e+07 1.13067e+09 0.697543 0.269 0.023 0.292
32 7.54442e+07 1.12643e+09 0.697851 0.283 0.011 0.294
33 7.54475e+07 1.13092e+09 0.697882 0.290 0.014 0.304
34 7.54826e+07 1.12664e+09 0.698206 0.321 0.019 0.340
35 7.54874e+07 1.1311e+09 0.698250 0.285 0.014 0.299
36 7.55199e+07 1.12685e+09 0.698551 0.299 0.024 0.323
37 7.55221e+07 1.13137e+09 0.698571 0.285 0.020 0.305
38 7.55548e+07 1.12702e+09 0.698874 0.295 0.014 0.308
39 7.55584e+07 1.13149e+09 0.698907 0.279 0.028 0.308
40 7.55886e+07 1.1272e+09 0.699186 0.299 0.014 0.313
41 7.55878e+07 1.13169e+09 0.699180 0.316 0.014 0.331
========================================================================================================
Total time for 41 iterations is: 13.192312
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 6.808472
Number of unique clusters: 12276454
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 12276454
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.642
Time to count edges: 1.082
Time to build the graph: 0.146
Total time: 1.869
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.045
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 7.55886e+07 1.1272e+09 0.699186 0.235 0.012 0.248
2 8.55419e+07 1.86823e+09 0.791253 0.201 0.013 0.214
3 8.87486e+07 2.41378e+09 0.820915 0.197 0.012 0.209
4 8.94757e+07 2.56606e+09 0.827640 0.188 0.012 0.199
5 8.97093e+07 2.6472e+09 0.829801 0.198 0.013 0.211
6 8.99377e+07 2.67399e+09 0.831914 0.186 0.012 0.199
7 9.01069e+07 2.71297e+09 0.833479 0.179 0.011 0.190
8 9.02647e+07 2.71669e+09 0.834939 0.179 0.012 0.190
9 9.03801e+07 2.74153e+09 0.836006 0.204 0.013 0.217
10 9.05057e+07 2.73745e+09 0.837168 0.180 0.013 0.192
11 9.0593e+07 2.757e+09 0.837976 0.186 0.012 0.198
12 9.06933e+07 2.75019e+09 0.838904 0.182 0.013 0.195
13 9.07599e+07 2.76732e+09 0.839520 0.192 0.013 0.205
14 9.08457e+07 2.75862e+09 0.840313 0.199 0.012 0.211
15 9.08951e+07 2.77407e+09 0.840770 0.167 0.018 0.185
16 9.09386e+07 2.76225e+09 0.841172 0.131 0.015 0.145
17 9.09568e+07 2.77573e+09 0.841341 0.170 0.013 0.183
18 9.0998e+07 2.76349e+09 0.841722 0.193 0.013 0.206
19 9.10123e+07 2.77636e+09 0.841854 0.188 0.021 0.209
20 9.10484e+07 2.76414e+09 0.842188 0.169 0.013 0.182
21 9.10489e+07 2.77688e+09 0.842193 0.172 0.012 0.184
22 9.10731e+07 2.76435e+09 0.842416 0.175 0.013 0.188
23 9.10701e+07 2.77687e+09 0.842389 0.188 0.012 0.200
========================================================================================================
Total time for 23 iterations is: 4.560129
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 3.534135
Number of unique clusters: 5779091
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 5779091
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.373
Time to count edges: 0.507
Time to build the graph: 0.098
Total time: 0.977
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.033
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.10731e+07 2.76435e+09 0.842416 0.128 0.020 0.148
2 9.68265e+07 4.86417e+09 0.895634 0.090 0.022 0.112
3 9.85901e+07 6.47502e+09 0.911948 0.106 0.010 0.116
4 9.89792e+07 7.00169e+09 0.915547 0.116 0.018 0.134
5 9.90995e+07 7.24581e+09 0.916659 0.088 0.024 0.112
6 9.91973e+07 7.32728e+09 0.917564 0.111 0.012 0.123
7 9.92714e+07 7.41523e+09 0.918249 0.129 0.010 0.139
8 9.93284e+07 7.42187e+09 0.918776 0.079 0.017 0.096
9 9.93602e+07 7.46055e+09 0.919071 0.100 0.010 0.110
10 9.93924e+07 7.4407e+09 0.919369 0.127 0.011 0.137
11 9.94079e+07 7.47112e+09 0.919512 0.086 0.022 0.108
12 9.94186e+07 7.44621e+09 0.919611 0.093 0.010 0.103
13 9.94235e+07 7.47438e+09 0.919656 0.120 0.010 0.130
14 9.94336e+07 7.44778e+09 0.919750 0.088 0.030 0.118
15 9.94396e+07 7.47523e+09 0.919805 0.079 0.010 0.089
16 9.94492e+07 7.44881e+09 0.919894 0.135 0.008 0.143
17 9.9454e+07 7.47587e+09 0.919939 0.074 0.010 0.084
18 9.9464e+07 7.44881e+09 0.920031 0.133 0.010 0.143
19 9.94696e+07 7.47595e+09 0.920083 0.073 0.010 0.083
20 9.94791e+07 7.44952e+09 0.920171 0.131 0.010 0.141
21 9.94835e+07 7.4764e+09 0.920212 0.076 0.009 0.085
22 9.94929e+07 7.4493e+09 0.920299 0.120 0.010 0.130
23 9.9498e+07 7.47631e+09 0.920346 0.103 0.026 0.128
24 9.9507e+07 7.44991e+09 0.920429 0.077 0.010 0.087
25 9.95109e+07 7.47674e+09 0.920465 0.118 0.010 0.128
26 9.95199e+07 7.44967e+09 0.920548 0.088 0.031 0.119
27 9.95244e+07 7.4766e+09 0.920590 0.092 0.010 0.102
28 9.95328e+07 7.45015e+09 0.920667 0.123 0.014 0.137
29 9.95362e+07 7.47703e+09 0.920699 0.078 0.013 0.091
30 9.95448e+07 7.44994e+09 0.920778 0.121 0.006 0.127
31 9.95487e+07 7.47691e+09 0.920815 0.128 0.010 0.138
32 9.95567e+07 7.45045e+09 0.920889 0.086 0.019 0.106
33 9.95597e+07 7.47721e+09 0.920916 0.096 0.010 0.106
34 9.95679e+07 7.45016e+09 0.920992 0.129 0.011 0.140
35 9.95715e+07 7.4771e+09 0.921025 0.074 0.010 0.084
36 9.95791e+07 7.45068e+09 0.921096 0.139 0.010 0.149
37 9.95816e+07 7.47743e+09 0.921118 0.106 0.033 0.138
38 9.95895e+07 7.45042e+09 0.921192 0.075 0.010 0.085
39 9.95927e+07 7.47729e+09 0.921222 0.128 0.010 0.138
40 9.95999e+07 7.45088e+09 0.921288 0.070 0.007 0.076
41 9.96021e+07 7.47763e+09 0.921309 0.125 0.010 0.135
42 9.96097e+07 7.45062e+09 0.921379 0.078 0.010 0.088
43 9.96126e+07 7.47747e+09 0.921405 0.125 0.010 0.135
44 9.96195e+07 7.45107e+09 0.921469 0.083 0.010 0.093
45 9.96213e+07 7.47775e+09 0.921486 0.123 0.010 0.133
46 9.96286e+07 7.45081e+09 0.921553 0.072 0.010 0.081
47 9.96311e+07 7.47765e+09 0.921576 0.123 0.010 0.132
48 9.96377e+07 7.45128e+09 0.921638 0.078 0.028 0.106
49 9.96392e+07 7.47797e+09 0.921652 0.098 0.010 0.108
50 9.96464e+07 7.45108e+09 0.921718 0.086 0.021 0.107
51 9.96484e+07 7.47785e+09 0.921737 0.097 0.010 0.107
52 9.96548e+07 7.45146e+09 0.921796 0.120 0.010 0.130
53 9.9656e+07 7.47814e+09 0.921807 0.077 0.010 0.087
54 9.9663e+07 7.45124e+09 0.921871 0.123 0.006 0.129
55 9.96647e+07 7.47803e+09 0.921888 0.073 0.012 0.085
56 9.9671e+07 7.45167e+09 0.921945 0.105 0.006 0.111
57 9.9672e+07 7.47833e+09 0.921955 0.090 0.017 0.106
58 9.96786e+07 7.45141e+09 0.922016 0.096 0.010 0.106
59 9.96802e+07 7.47816e+09 0.922031 0.100 0.035 0.134
60 9.96862e+07 7.45181e+09 0.922086 0.078 0.010 0.088
61 9.96869e+07 7.47845e+09 0.922093 0.136 0.011 0.147
62 9.96934e+07 7.45157e+09 0.922153 0.074 0.010 0.084
63 9.96948e+07 7.47832e+09 0.922166 0.135 0.010 0.145
64 9.97005e+07 7.45198e+09 0.922218 0.083 0.010 0.093
65 9.9701e+07 7.47859e+09 0.922223 0.122 0.010 0.132
66 9.97073e+07 7.45172e+09 0.922281 0.074 0.010 0.084
67 9.97084e+07 7.47848e+09 0.922292 0.130 0.010 0.139
68 9.9714e+07 7.45213e+09 0.922343 0.073 0.010 0.082
69 9.97144e+07 7.47873e+09 0.922347 0.127 0.006 0.133
70 9.97204e+07 7.45185e+09 0.922403 0.088 0.011 0.099
71 9.97213e+07 7.47859e+09 0.922411 0.102 0.010 0.112
72 9.97266e+07 7.45225e+09 0.922460 0.123 0.010 0.133
73 9.97268e+07 7.47884e+09 0.922462 0.076 0.010 0.086
74 9.97328e+07 7.45201e+09 0.922517 0.123 0.009 0.132
75 9.97335e+07 7.47872e+09 0.922524 0.073 0.010 0.083
76 9.97388e+07 7.45238e+09 0.922572 0.121 0.010 0.131
77 9.97388e+07 7.47898e+09 0.922573 0.084 0.021 0.105
========================================================================================================
Total time for 77 iterations is: 8.787361
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 1.791731
Number of unique clusters: 2571025
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 2571025
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.210
Time to count edges: 0.273
Time to build the graph: 0.044
Total time: 0.528
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.062
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 9.97388e+07 7.45238e+09 0.922572 0.054 0.009 0.063
2 1.02666e+08 1.36346e+10 0.949646 0.098 0.019 0.116
3 1.0358e+08 1.86316e+10 0.958101 0.049 0.009 0.058
4 1.03786e+08 2.05195e+10 0.960004 0.099 0.017 0.116
5 1.03844e+08 2.13701e+10 0.960548 0.048 0.009 0.057
6 1.03862e+08 2.16392e+10 0.960711 0.066 0.020 0.086
7 1.03874e+08 2.18863e+10 0.960820 0.061 0.009 0.070
8 1.03879e+08 2.18936e+10 0.960867 0.055 0.020 0.075
9 1.03889e+08 2.20081e+10 0.960961 0.069 0.005 0.074
10 1.03896e+08 2.19494e+10 0.961024 0.052 0.018 0.070
11 1.03906e+08 2.20371e+10 0.961117 0.060 0.013 0.073
12 1.03913e+08 2.19658e+10 0.961179 0.046 0.026 0.072
13 1.03922e+08 2.20451e+10 0.961267 0.063 0.009 0.072
14 1.03929e+08 2.19714e+10 0.961331 0.043 0.006 0.048
15 1.03938e+08 2.2048e+10 0.961418 0.095 0.009 0.104
16 1.03944e+08 2.19727e+10 0.961474 0.037 0.009 0.046
17 1.03954e+08 2.205e+10 0.961558 0.043 0.014 0.057
18 1.0396e+08 2.19748e+10 0.961615 0.084 0.009 0.093
19 1.03968e+08 2.20508e+10 0.961692 0.044 0.006 0.051
20 1.03973e+08 2.19752e+10 0.961740 0.109 0.009 0.118
21 1.03981e+08 2.2052e+10 0.961815 0.045 0.009 0.054
22 1.03987e+08 2.19767e+10 0.961866 0.062 0.010 0.072
23 1.03995e+08 2.20526e+10 0.961938 0.066 0.009 0.075
24 1.03999e+08 2.19769e+10 0.961980 0.047 0.017 0.064
25 1.04007e+08 2.20534e+10 0.962048 0.068 0.009 0.077
26 1.04011e+08 2.19776e+10 0.962089 0.043 0.013 0.056
27 1.04018e+08 2.20536e+10 0.962157 0.076 0.011 0.087
28 1.04022e+08 2.19779e+10 0.962195 0.047 0.009 0.056
29 1.04029e+08 2.20545e+10 0.962260 0.052 0.015 0.067
30 1.04034e+08 2.19789e+10 0.962298 0.064 0.009 0.073
31 1.0404e+08 2.20546e+10 0.962360 0.044 0.009 0.053
32 1.04044e+08 2.1979e+10 0.962393 0.071 0.021 0.092
33 1.0405e+08 2.20554e+10 0.962452 0.046 0.009 0.055
34 1.04054e+08 2.19799e+10 0.962486 0.047 0.024 0.071
35 1.0406e+08 2.20556e+10 0.962545 0.064 0.009 0.073
36 1.04063e+08 2.19798e+10 0.962573 0.041 0.009 0.050
37 1.04069e+08 2.20563e+10 0.962629 0.078 0.020 0.098
38 1.04073e+08 2.19807e+10 0.962658 0.044 0.007 0.051
39 1.04076e+08 2.20561e+10 0.962689 0.046 0.009 0.055
40 1.04076e+08 2.19804e+10 0.962692 0.086 0.009 0.095
41 1.04079e+08 2.20568e+10 0.962722 0.044 0.009 0.053
42 1.0408e+08 2.19811e+10 0.962727 0.086 0.010 0.095
43 1.04083e+08 2.20566e+10 0.962757 0.045 0.009 0.054
44 1.04083e+08 2.19805e+10 0.962758 0.096 0.010 0.107
45 1.04087e+08 2.2057e+10 0.962788 0.044 0.009 0.053
46 1.04087e+08 2.19815e+10 0.962794 0.098 0.021 0.119
47 1.0409e+08 2.20568e+10 0.962823 0.046 0.009 0.055
48 1.0409e+08 2.1981e+10 0.962824 0.065 0.020 0.085
49 1.04093e+08 2.20573e+10 0.962852 0.054 0.009 0.063
50 1.04094e+08 2.19816e+10 0.962856 0.041 0.009 0.050
51 1.04097e+08 2.20571e+10 0.962884 0.103 0.009 0.112
52 1.04097e+08 2.19814e+10 0.962885 0.040 0.009 0.049
========================================================================================================
Total time for 52 iterations is: 3.792168
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.821595
Number of unique clusters: 1119220
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1119220
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.132
Time to count edges: 0.134
Time to build the graph: 0.031
Total time: 0.296
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.039
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.04097e+08 2.20571e+10 0.962884 0.071 0.009 0.081
2 1.05485e+08 4.11189e+10 0.975721 0.029 0.009 0.039
3 1.05903e+08 5.71733e+10 0.979586 0.035 0.009 0.044
4 1.06004e+08 6.3907e+10 0.980517 0.035 0.025 0.061
5 1.06044e+08 6.70389e+10 0.980887 0.046 0.009 0.055
6 1.0606e+08 6.82556e+10 0.981037 0.011 0.009 0.021
7 1.06075e+08 6.91476e+10 0.981176 0.031 0.010 0.040
8 1.06083e+08 6.92625e+10 0.981248 0.040 0.020 0.060
9 1.06094e+08 6.96189e+10 0.981349 0.050 0.009 0.059
10 1.061e+08 6.95183e+10 0.981405 0.030 0.009 0.039
11 1.0611e+08 6.97702e+10 0.981497 0.053 0.010 0.063
12 1.06115e+08 6.9622e+10 0.981549 0.040 0.009 0.049
13 1.06124e+08 6.98928e+10 0.981630 0.034 0.005 0.039
14 1.06129e+08 6.9711e+10 0.981674 0.066 0.018 0.084
15 1.06138e+08 6.99437e+10 0.981758 0.031 0.010 0.040
16 1.06141e+08 6.97581e+10 0.981791 0.032 0.014 0.045
17 1.0615e+08 6.99615e+10 0.981870 0.058 0.012 0.070
18 1.06154e+08 6.97643e+10 0.981907 0.038 0.005 0.043
19 1.0616e+08 6.99676e+10 0.981959 0.034 0.027 0.061
20 1.0616e+08 6.97656e+10 0.981966 0.053 0.004 0.057
21 1.06166e+08 6.99691e+10 0.982017 0.030 0.009 0.039
22 1.06167e+08 6.97677e+10 0.982027 0.058 0.019 0.077
23 1.06172e+08 6.9972e+10 0.982075 0.032 0.005 0.037
24 1.06173e+08 6.97692e+10 0.982080 0.044 0.022 0.066
25 1.06177e+08 6.99725e+10 0.982124 0.041 0.009 0.050
26 1.06177e+08 6.97702e+10 0.982122 0.031 0.009 0.040
========================================================================================================
Total time for 26 iterations is: 1.358280
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.308975
Number of unique clusters: 497630
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 497630
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.059
Time to count edges: 0.055
Time to build the graph: 0.023
Total time: 0.137
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.052
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.06177e+08 6.99725e+10 0.982124 0.037 0.009 0.046
2 1.06805e+08 1.3257e+11 0.987921 0.025 0.009 0.035
3 1.07001e+08 1.88092e+11 0.989732 0.040 0.027 0.067
4 1.07055e+08 2.13955e+11 0.990227 0.023 0.009 0.032
5 1.07081e+08 2.27088e+11 0.990471 0.024 0.009 0.033
6 1.07097e+08 2.33594e+11 0.990612 0.023 0.009 0.032
7 1.07108e+08 2.37246e+11 0.990722 0.023 0.010 0.032
8 1.07115e+08 2.38619e+11 0.990779 0.023 0.010 0.032
9 1.07122e+08 2.39917e+11 0.990844 0.023 0.009 0.033
10 1.07125e+08 2.40354e+11 0.990876 0.023 0.010 0.034
11 1.07132e+08 2.40973e+11 0.990935 0.023 0.009 0.033
12 1.07134e+08 2.40978e+11 0.990960 0.024 0.010 0.034
13 1.07139e+08 2.41268e+11 0.991006 0.023 0.009 0.032
14 1.07139e+08 2.41126e+11 0.991008 0.022 0.009 0.032
15 1.07142e+08 2.41352e+11 0.991034 0.023 0.009 0.032
16 1.07142e+08 2.41171e+11 0.991036 0.023 0.010 0.034
17 1.07145e+08 2.4136e+11 0.991059 0.022 0.009 0.032
18 1.07145e+08 2.41172e+11 0.991063 0.022 0.009 0.032
19 1.07148e+08 2.41368e+11 0.991087 0.023 0.010 0.033
20 1.07148e+08 2.41192e+11 0.991087 0.023 0.010 0.033
========================================================================================================
Total time for 20 iterations is: 0.701288
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.081562
Number of unique clusters: 237970
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 237970
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.030
Time to count edges: 0.029
Time to build the graph: 0.019
Total time: 0.079
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07148e+08 2.41368e+11 0.991087 0.020 0.010 0.030
2 1.07429e+08 4.77251e+11 0.993669 0.020 0.009 0.028
3 1.0752e+08 6.75806e+11 0.994490 0.019 0.009 0.028
4 1.07549e+08 7.67646e+11 0.994747 0.019 0.009 0.028
5 1.07565e+08 8.18682e+11 0.994894 0.019 0.009 0.028
6 1.07575e+08 8.41722e+11 0.994981 0.020 0.009 0.028
7 1.07582e+08 8.60226e+11 0.995053 0.019 0.009 0.028
8 1.07585e+08 8.64266e+11 0.995076 0.019 0.009 0.028
9 1.07589e+08 8.72255e+11 0.995111 0.020 0.013 0.033
10 1.0759e+08 8.70975e+11 0.995121 0.016 0.009 0.025
11 1.07593e+08 8.76677e+11 0.995145 0.019 0.009 0.028
12 1.07593e+08 8.73082e+11 0.995145 0.020 0.009 0.028
========================================================================================================
Total time for 12 iterations is: 0.340701
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.034255
Number of unique clusters: 136479
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 136479
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.023
Time to count edges: 0.017
Time to build the graph: 0.018
Total time: 0.058
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07593e+08 8.76677e+11 0.995145 0.018 0.009 0.027
2 1.07719e+08 1.65677e+12 0.996252 0.018 0.009 0.027
3 1.0776e+08 2.17166e+12 0.996587 0.018 0.009 0.027
4 1.07775e+08 2.37834e+12 0.996700 0.018 0.009 0.027
5 1.07782e+08 2.45971e+12 0.996763 0.018 0.009 0.027
6 1.07787e+08 2.51357e+12 0.996803 0.018 0.009 0.027
7 1.07789e+08 2.52347e+12 0.996821 0.018 0.009 0.027
8 1.0779e+08 2.5368e+12 0.996830 0.018 0.009 0.027
9 1.07791e+08 2.53207e+12 0.996843 0.018 0.009 0.027
10 1.07792e+08 2.54152e+12 0.996851 0.018 0.009 0.027
11 1.07793e+08 2.53345e+12 0.996861 0.018 0.009 0.027
12 1.07794e+08 2.54223e+12 0.996867 0.018 0.009 0.027
13 1.07795e+08 2.53359e+12 0.996878 0.018 0.009 0.027
14 1.07796e+08 2.5423e+12 0.996884 0.019 0.009 0.027
15 1.07797e+08 2.53364e+12 0.996894 0.018 0.009 0.027
16 1.07798e+08 2.54233e+12 0.996900 0.019 0.009 0.027
17 1.07799e+08 2.5337e+12 0.996910 0.019 0.009 0.027
18 1.07799e+08 2.54237e+12 0.996915 0.018 0.009 0.027
19 1.078e+08 2.53375e+12 0.996924 0.018 0.009 0.027
20 1.07801e+08 2.54236e+12 0.996929 0.018 0.009 0.027
21 1.07802e+08 2.53374e+12 0.996939 0.019 0.009 0.027
22 1.07803e+08 2.54242e+12 0.996945 0.018 0.009 0.027
23 1.07803e+08 2.5338e+12 0.996954 0.018 0.009 0.027
24 1.07804e+08 2.54241e+12 0.996958 0.019 0.009 0.027
25 1.07805e+08 2.53378e+12 0.996967 0.018 0.009 0.027
26 1.07806e+08 2.5424e+12 0.996972 0.019 0.009 0.028
27 1.07806e+08 2.53383e+12 0.996981 0.019 0.009 0.028
28 1.07807e+08 2.54244e+12 0.996985 0.018 0.009 0.027
29 1.07808e+08 2.53381e+12 0.996994 0.018 0.009 0.027
30 1.07808e+08 2.54242e+12 0.996998 0.018 0.009 0.027
31 1.07809e+08 2.5338e+12 0.997007 0.018 0.009 0.027
32 1.0781e+08 2.54247e+12 0.997011 0.018 0.009 0.027
33 1.07811e+08 2.53385e+12 0.997020 0.018 0.009 0.027
34 1.07811e+08 2.54245e+12 0.997023 0.018 0.009 0.027
35 1.07812e+08 2.53383e+12 0.997032 0.018 0.009 0.027
36 1.07812e+08 2.54244e+12 0.997036 0.018 0.009 0.027
37 1.07813e+08 2.53386e+12 0.997044 0.018 0.009 0.027
38 1.07814e+08 2.54246e+12 0.997048 0.018 0.009 0.027
39 1.07814e+08 2.53386e+12 0.997056 0.018 0.009 0.027
40 1.07815e+08 2.54246e+12 0.997059 0.018 0.009 0.027
41 1.07816e+08 2.53383e+12 0.997068 0.018 0.009 0.027
42 1.07816e+08 2.54249e+12 0.997071 0.018 0.009 0.027
43 1.07817e+08 2.53387e+12 0.997079 0.019 0.009 0.027
44 1.07817e+08 2.54247e+12 0.997082 0.019 0.009 0.028
45 1.07818e+08 2.53379e+12 0.997090 0.019 0.009 0.028
46 1.07819e+08 2.54247e+12 0.997093 0.019 0.009 0.027
47 1.07819e+08 2.53379e+12 0.997101 0.019 0.009 0.028
48 1.0782e+08 2.54252e+12 0.997104 0.019 0.009 0.027
49 1.0782e+08 2.53381e+12 0.997111 0.018 0.009 0.027
50 1.07821e+08 2.54248e+12 0.997114 0.019 0.009 0.027
51 1.07822e+08 2.5338e+12 0.997121 0.019 0.009 0.027
52 1.07822e+08 2.54251e+12 0.997125 0.019 0.009 0.027
53 1.07823e+08 2.53379e+12 0.997132 0.019 0.009 0.027
54 1.07823e+08 2.54251e+12 0.997135 0.019 0.009 0.027
55 1.07824e+08 2.53382e+12 0.997142 0.019 0.009 0.027
56 1.07824e+08 2.5425e+12 0.997144 0.019 0.009 0.027
57 1.07825e+08 2.53381e+12 0.997152 0.019 0.009 0.027
58 1.07825e+08 2.54251e+12 0.997155 0.019 0.009 0.027
59 1.07826e+08 2.53382e+12 0.997162 0.019 0.009 0.027
60 1.07826e+08 2.54252e+12 0.997165 0.019 0.009 0.027
61 1.07827e+08 2.53382e+12 0.997171 0.019 0.009 0.027
62 1.07827e+08 2.5425e+12 0.997174 0.019 0.009 0.027
63 1.07828e+08 2.53382e+12 0.997181 0.019 0.013 0.032
64 1.07828e+08 2.54251e+12 0.997183 0.018 0.010 0.028
65 1.07829e+08 2.53381e+12 0.997191 0.018 0.009 0.027
66 1.07829e+08 2.54252e+12 0.997193 0.018 0.009 0.027
67 1.0783e+08 2.53381e+12 0.997200 0.018 0.009 0.027
68 1.0783e+08 2.54251e+12 0.997202 0.019 0.009 0.027
69 1.07831e+08 2.53384e+12 0.997209 0.018 0.009 0.027
70 1.07831e+08 2.54245e+12 0.997211 0.018 0.009 0.027
71 1.07832e+08 2.53383e+12 0.997218 0.018 0.009 0.027
72 1.07832e+08 2.54249e+12 0.997220 0.018 0.009 0.027
73 1.07833e+08 2.53384e+12 0.997227 0.018 0.009 0.027
74 1.07833e+08 2.54245e+12 0.997229 0.018 0.009 0.027
75 1.07834e+08 2.53378e+12 0.997235 0.018 0.009 0.027
76 1.07834e+08 2.54246e+12 0.997237 0.019 0.009 0.027
77 1.07835e+08 2.53378e+12 0.997245 0.018 0.009 0.027
78 1.07835e+08 2.54249e+12 0.997246 0.018 0.009 0.027
79 1.07836e+08 2.53385e+12 0.997253 0.018 0.009 0.027
80 1.07836e+08 2.54247e+12 0.997255 0.018 0.009 0.027
81 1.07837e+08 2.53386e+12 0.997261 0.018 0.009 0.027
82 1.07837e+08 2.54247e+12 0.997263 0.018 0.009 0.027
83 1.07838e+08 2.53379e+12 0.997270 0.018 0.009 0.027
84 1.07838e+08 2.5425e+12 0.997271 0.018 0.009 0.027
85 1.07838e+08 2.5338e+12 0.997278 0.019 0.009 0.028
86 1.07839e+08 2.54247e+12 0.997279 0.019 0.009 0.027
87 1.07839e+08 2.5338e+12 0.997286 0.023 0.009 0.031
88 1.0784e+08 2.54248e+12 0.997288 0.019 0.009 0.027
89 1.0784e+08 2.53386e+12 0.997294 0.015 0.009 0.023
90 1.0784e+08 2.5425e+12 0.997296 0.019 0.009 0.028
91 1.07841e+08 2.53388e+12 0.997302 0.019 0.009 0.028
92 1.07841e+08 2.54242e+12 0.997303 0.019 0.009 0.028
========================================================================================================
Total time for 92 iterations is: 2.505688
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.015617
Number of unique clusters: 71200
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 71200
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.012
Time to build the graph: 0.018
Total time: 0.056
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07841e+08 2.53388e+12 0.997302 0.018 0.009 0.027
2 1.07895e+08 3.97657e+12 0.997682 0.018 0.009 0.026
3 1.07907e+08 4.35007e+12 0.997756 0.018 0.009 0.026
4 1.07911e+08 4.52779e+12 0.997774 0.018 0.009 0.027
5 1.07913e+08 4.53268e+12 0.997795 0.018 0.009 0.026
6 1.07915e+08 4.58452e+12 0.997807 0.018 0.009 0.027
7 1.07916e+08 4.55786e+12 0.997823 0.018 0.009 0.026
8 1.07917e+08 4.58965e+12 0.997832 0.018 0.009 0.026
9 1.07919e+08 4.56738e+12 0.997846 0.018 0.009 0.027
10 1.0792e+08 4.59068e+12 0.997854 0.018 0.009 0.027
11 1.07921e+08 4.56838e+12 0.997867 0.018 0.009 0.026
12 1.07922e+08 4.59389e+12 0.997873 0.018 0.009 0.026
13 1.07923e+08 4.57487e+12 0.997884 0.018 0.009 0.027
14 1.07924e+08 4.59551e+12 0.997891 0.018 0.009 0.027
15 1.07925e+08 4.57517e+12 0.997901 0.018 0.009 0.026
16 1.07926e+08 4.59354e+12 0.997908 0.018 0.009 0.027
17 1.07927e+08 4.57664e+12 0.997919 0.018 0.009 0.027
18 1.07927e+08 4.59698e+12 0.997924 0.018 0.009 0.026
19 1.07928e+08 4.57688e+12 0.997935 0.018 0.009 0.026
20 1.07929e+08 4.59722e+12 0.997941 0.018 0.009 0.026
21 1.0793e+08 4.57701e+12 0.997950 0.018 0.009 0.027
22 1.07931e+08 4.597e+12 0.997955 0.018 0.009 0.026
23 1.07932e+08 4.57703e+12 0.997965 0.018 0.009 0.026
24 1.07932e+08 4.59743e+12 0.997971 0.018 0.009 0.026
25 1.07933e+08 4.57703e+12 0.997980 0.018 0.009 0.026
26 1.07934e+08 4.5975e+12 0.997984 0.018 0.009 0.026
27 1.07935e+08 4.57707e+12 0.997993 0.018 0.009 0.026
28 1.07935e+08 4.59744e+12 0.997998 0.018 0.009 0.027
29 1.07936e+08 4.57712e+12 0.998008 0.018 0.009 0.026
30 1.07937e+08 4.5976e+12 0.998012 0.018 0.009 0.026
31 1.07938e+08 4.57737e+12 0.998021 0.018 0.009 0.026
32 1.07938e+08 4.5977e+12 0.998025 0.018 0.009 0.026
33 1.07939e+08 4.57732e+12 0.998033 0.018 0.009 0.026
34 1.0794e+08 4.59758e+12 0.998037 0.018 0.009 0.026
35 1.0794e+08 4.57731e+12 0.998047 0.018 0.009 0.026
36 1.07941e+08 4.59782e+12 0.998050 0.018 0.009 0.027
37 1.07942e+08 4.57728e+12 0.998058 0.018 0.009 0.026
38 1.07942e+08 4.59765e+12 0.998062 0.018 0.009 0.027
39 1.07943e+08 4.5776e+12 0.998069 0.018 0.009 0.026
40 1.07943e+08 4.59778e+12 0.998072 0.018 0.009 0.026
41 1.07944e+08 4.57736e+12 0.998078 0.018 0.009 0.026
42 1.07944e+08 4.59752e+12 0.998080 0.018 0.009 0.026
43 1.07945e+08 4.57754e+12 0.998085 0.018 0.009 0.026
44 1.07945e+08 4.59794e+12 0.998086 0.018 0.009 0.027
========================================================================================================
Total time for 44 iterations is: 1.164265
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.007860
Number of unique clusters: 44202
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 44202
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.011
Time to build the graph: 0.017
Total time: 0.054
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07945e+08 4.57754e+12 0.998085 0.017 0.009 0.026
2 1.07959e+08 5.21576e+12 0.998161 0.017 0.009 0.026
3 1.07962e+08 5.26576e+12 0.998183 0.018 0.008 0.026
4 1.07963e+08 5.30831e+12 0.998194 0.018 0.009 0.026
5 1.07965e+08 5.31241e+12 0.998207 0.018 0.009 0.026
6 1.07966e+08 5.31787e+12 0.998218 0.018 0.009 0.026
7 1.07967e+08 5.33121e+12 0.998228 0.018 0.009 0.026
8 1.07968e+08 5.33453e+12 0.998237 0.018 0.009 0.026
9 1.07969e+08 5.33219e+12 0.998247 0.018 0.009 0.026
10 1.0797e+08 5.33909e+12 0.998255 0.018 0.009 0.026
11 1.07971e+08 5.35549e+12 0.998263 0.018 0.009 0.026
12 1.07972e+08 5.3478e+12 0.998272 0.018 0.009 0.026
13 1.07973e+08 5.34642e+12 0.998281 0.018 0.009 0.026
14 1.07974e+08 5.36898e+12 0.998287 0.018 0.009 0.026
15 1.07975e+08 5.36494e+12 0.998295 0.018 0.009 0.026
16 1.07975e+08 5.3739e+12 0.998300 0.018 0.009 0.026
17 1.07976e+08 5.37142e+12 0.998306 0.018 0.009 0.026
18 1.07976e+08 5.38403e+12 0.998309 0.018 0.009 0.026
19 1.07977e+08 5.38716e+12 0.998315 0.018 0.009 0.026
20 1.07977e+08 5.37624e+12 0.998320 0.017 0.009 0.026
21 1.07978e+08 5.39305e+12 0.998324 0.018 0.009 0.026
22 1.07978e+08 5.39932e+12 0.998327 0.018 0.009 0.026
23 1.07979e+08 5.42558e+12 0.998329 0.018 0.009 0.026
24 1.07979e+08 5.4115e+12 0.998331 0.018 0.009 0.026
25 1.07979e+08 5.39418e+12 0.998335 0.018 0.006 0.023
26 1.0798e+08 5.43789e+12 0.998335 0.016 0.009 0.025
========================================================================================================
Total time for 26 iterations is: 0.677930
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.004939
Number of unique clusters: 32394
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 32394
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.010
Time to build the graph: 0.017
Total time: 0.054
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07979e+08 5.39418e+12 0.998335 0.018 0.009 0.026
2 1.07982e+08 5.47903e+12 0.998354 0.014 0.007 0.021
3 1.07984e+08 5.48071e+12 0.998368 0.016 0.009 0.025
4 1.07985e+08 5.49325e+12 0.998379 0.017 0.005 0.023
5 1.07986e+08 5.49695e+12 0.998389 0.017 0.009 0.026
6 1.07987e+08 5.50121e+12 0.998396 0.018 0.009 0.026
7 1.07988e+08 5.5002e+12 0.998403 0.018 0.009 0.026
8 1.07988e+08 5.50239e+12 0.998409 0.017 0.009 0.026
9 1.07989e+08 5.50188e+12 0.998415 0.018 0.009 0.026
10 1.0799e+08 5.50172e+12 0.998422 0.018 0.009 0.026
11 1.0799e+08 5.50434e+12 0.998428 0.018 0.009 0.026
12 1.07991e+08 5.5056e+12 0.998433 0.018 0.009 0.026
13 1.07991e+08 5.5048e+12 0.998436 0.018 0.009 0.027
14 1.07991e+08 5.50389e+12 0.998439 0.018 0.009 0.026
15 1.07992e+08 5.50432e+12 0.998441 0.017 0.009 0.026
16 1.07992e+08 5.50562e+12 0.998443 0.017 0.009 0.026
17 1.07992e+08 5.50495e+12 0.998445 0.017 0.009 0.026
18 1.07992e+08 5.50704e+12 0.998446 0.017 0.009 0.026
19 1.07993e+08 5.50322e+12 0.998449 0.017 0.009 0.026
20 1.07993e+08 5.50442e+12 0.998451 0.017 0.009 0.026
21 1.07993e+08 5.50469e+12 0.998453 0.017 0.009 0.026
22 1.07993e+08 5.50669e+12 0.998455 0.018 0.009 0.026
23 1.07993e+08 5.50517e+12 0.998456 0.018 0.009 0.026
24 1.07994e+08 5.50494e+12 0.998459 0.017 0.009 0.026
25 1.07994e+08 5.50378e+12 0.998461 0.017 0.009 0.026
26 1.07994e+08 5.50665e+12 0.998463 0.017 0.009 0.026
27 1.07994e+08 5.50626e+12 0.998465 0.017 0.009 0.026
28 1.07994e+08 5.5074e+12 0.998466 0.017 0.009 0.026
29 1.07995e+08 5.50488e+12 0.998468 0.017 0.008 0.026
30 1.07995e+08 5.50628e+12 0.998470 0.017 0.009 0.026
31 1.07995e+08 5.50605e+12 0.998472 0.017 0.009 0.026
32 1.07995e+08 5.50743e+12 0.998474 0.014 0.009 0.023
33 1.07995e+08 5.50684e+12 0.998475 0.018 0.009 0.026
34 1.07996e+08 5.50761e+12 0.998477 0.017 0.009 0.026
35 1.07996e+08 5.50476e+12 0.998479 0.017 0.009 0.026
36 1.07996e+08 5.50644e+12 0.998481 0.017 0.009 0.026
37 1.07996e+08 5.50656e+12 0.998483 0.017 0.009 0.026
38 1.07996e+08 5.50828e+12 0.998484 0.018 0.009 0.026
39 1.07997e+08 5.50699e+12 0.998486 0.017 0.009 0.026
40 1.07997e+08 5.50826e+12 0.998487 0.017 0.009 0.026
41 1.07997e+08 5.50525e+12 0.998489 0.017 0.009 0.026
42 1.07997e+08 5.50702e+12 0.998491 0.017 0.009 0.026
43 1.07997e+08 5.50739e+12 0.998493 0.018 0.009 0.026
44 1.07997e+08 5.50814e+12 0.998494 0.018 0.009 0.026
45 1.07998e+08 5.50685e+12 0.998495 0.018 0.009 0.026
46 1.07998e+08 5.50829e+12 0.998496 0.016 0.009 0.025
47 1.07998e+08 5.5059e+12 0.998498 0.018 0.009 0.026
48 1.07998e+08 5.50707e+12 0.998500 0.018 0.009 0.026
49 1.07998e+08 5.50707e+12 0.998502 0.018 0.009 0.026
50 1.07998e+08 5.50856e+12 0.998503 0.018 0.009 0.026
51 1.07999e+08 5.50731e+12 0.998504 0.018 0.009 0.026
52 1.07999e+08 5.50844e+12 0.998505 0.017 0.009 0.026
53 1.07999e+08 5.50711e+12 0.998506 0.018 0.009 0.026
54 1.07999e+08 5.50687e+12 0.998508 0.018 0.009 0.026
55 1.07999e+08 5.50566e+12 0.998510 0.017 0.009 0.026
56 1.07999e+08 5.50828e+12 0.998511 0.018 0.009 0.026
57 1.07999e+08 5.50853e+12 0.998512 0.018 0.009 0.026
58 1.08e+08 5.50893e+12 0.998513 0.017 0.009 0.026
========================================================================================================
Total time for 58 iterations is: 1.501555
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.003367
Number of unique clusters: 22817
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 22817
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.010
Time to build the graph: 0.017
Total time: 0.053
===============================
Phase 13
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.07999e+08 5.50853e+12 0.998512 0.017 0.009 0.026
2 1.08e+08 5.51634e+12 0.998521 0.018 0.009 0.026
3 1.08001e+08 5.52019e+12 0.998527 0.017 0.009 0.026
4 1.08002e+08 5.52067e+12 0.998534 0.017 0.009 0.026
5 1.08003e+08 5.52175e+12 0.998540 0.017 0.009 0.026
6 1.08003e+08 5.52193e+12 0.998544 0.017 0.009 0.026
7 1.08003e+08 5.52113e+12 0.998548 0.018 0.009 0.026
8 1.08004e+08 5.5215e+12 0.998552 0.018 0.009 0.026
9 1.08004e+08 5.52271e+12 0.998554 0.018 0.009 0.026
10 1.08004e+08 5.52245e+12 0.998556 0.018 0.009 0.027
11 1.08005e+08 5.52284e+12 0.998560 0.017 0.009 0.026
12 1.08005e+08 5.52246e+12 0.998562 0.017 0.009 0.026
13 1.08005e+08 5.52276e+12 0.998565 0.017 0.009 0.026
14 1.08006e+08 5.52264e+12 0.998568 0.017 0.009 0.026
15 1.08006e+08 5.52273e+12 0.998571 0.017 0.009 0.026
16 1.08006e+08 5.5227e+12 0.998573 0.018 0.009 0.026
17 1.08007e+08 5.52274e+12 0.998576 0.017 0.009 0.026
18 1.08007e+08 5.52254e+12 0.998579 0.017 0.009 0.026
19 1.08007e+08 5.52309e+12 0.998581 0.018 0.009 0.026
20 1.08007e+08 5.52249e+12 0.998583 0.018 0.009 0.026
21 1.08008e+08 5.52301e+12 0.998587 0.017 0.009 0.026
22 1.08008e+08 5.52275e+12 0.998589 0.018 0.009 0.027
23 1.08008e+08 5.52344e+12 0.998591 0.017 0.009 0.026
24 1.08008e+08 5.5232e+12 0.998593 0.017 0.009 0.026
25 1.08008e+08 5.52314e+12 0.998595 0.018 0.009 0.026
26 1.08009e+08 5.5228e+12 0.998598 0.017 0.009 0.026
27 1.08009e+08 5.523e+12 0.998600 0.017 0.009 0.026
28 1.08009e+08 5.52327e+12 0.998602 0.017 0.009 0.026
29 1.08009e+08 5.52352e+12 0.998604 0.017 0.009 0.026
30 1.0801e+08 5.52287e+12 0.998605 0.017 0.009 0.026
========================================================================================================
Total time for 30 iterations is: 0.784782
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001955
Number of unique clusters: 17996
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 17996
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.010
Time to build the graph: 0.021
Total time: 0.057
===============================
Phase 14
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08009e+08 5.52352e+12 0.998604 0.018 0.009 0.026
2 1.0801e+08 5.52584e+12 0.998608 0.018 0.009 0.026
3 1.0801e+08 5.52436e+12 0.998613 0.017 0.009 0.026
4 1.08011e+08 5.52577e+12 0.998617 0.017 0.009 0.026
5 1.08011e+08 5.52592e+12 0.998621 0.018 0.009 0.026
6 1.08012e+08 5.52615e+12 0.998625 0.018 0.009 0.026
7 1.08012e+08 5.52583e+12 0.998630 0.018 0.009 0.026
8 1.08013e+08 5.52671e+12 0.998633 0.018 0.009 0.026
9 1.08013e+08 5.52604e+12 0.998636 0.017 0.009 0.026
10 1.08013e+08 5.5273e+12 0.998639 0.018 0.009 0.027
11 1.08014e+08 5.52711e+12 0.998642 0.017 0.009 0.026
12 1.08014e+08 5.52626e+12 0.998646 0.017 0.009 0.026
13 1.08014e+08 5.52735e+12 0.998648 0.017 0.009 0.027
14 1.08014e+08 5.52732e+12 0.998650 0.017 0.009 0.026
15 1.08015e+08 5.52715e+12 0.998651 0.017 0.009 0.026
16 1.08015e+08 5.52636e+12 0.998653 0.017 0.009 0.026
17 1.08015e+08 5.52742e+12 0.998654 0.018 0.009 0.026
========================================================================================================
Total time for 17 iterations is: 0.444469
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002095
Number of unique clusters: 15301
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 15301
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.053
===============================
Phase 15
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08015e+08 5.52636e+12 0.998653 0.018 0.009 0.026
2 1.08015e+08 5.52849e+12 0.998658 0.017 0.009 0.026
3 1.08016e+08 5.52759e+12 0.998663 0.017 0.009 0.026
4 1.08016e+08 5.52802e+12 0.998668 0.017 0.009 0.026
5 1.08017e+08 5.5278e+12 0.998671 0.017 0.009 0.026
6 1.08017e+08 5.5287e+12 0.998673 0.017 0.009 0.026
7 1.08017e+08 5.5282e+12 0.998676 0.017 0.009 0.026
8 1.08018e+08 5.5281e+12 0.998678 0.022 0.004 0.026
9 1.08018e+08 5.52852e+12 0.998680 0.017 0.009 0.026
10 1.08018e+08 5.52839e+12 0.998680 0.018 0.009 0.026
========================================================================================================
Total time for 10 iterations is: 0.260545
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001788
Number of unique clusters: 13878
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13878
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.005
Time to build the graph: 0.017
Total time: 0.048
===============================
Phase 16
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08018e+08 5.52852e+12 0.998680 0.017 0.009 0.026
2 1.08018e+08 5.53021e+12 0.998683 0.017 0.009 0.026
3 1.08019e+08 5.52986e+12 0.998687 0.017 0.009 0.026
4 1.08019e+08 5.53012e+12 0.998691 0.017 0.009 0.026
5 1.08019e+08 5.53023e+12 0.998694 0.017 0.009 0.026
6 1.08019e+08 5.53012e+12 0.998695 0.017 0.009 0.026
7 1.08019e+08 5.53022e+12 0.998696 0.017 0.009 0.026
========================================================================================================
Total time for 7 iterations is: 0.181295
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001666
Number of unique clusters: 13061
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 13061
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.053
===============================
Phase 17
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08019e+08 5.53012e+12 0.998695 0.017 0.009 0.026
2 1.0802e+08 5.53138e+12 0.998698 0.016 0.009 0.025
3 1.0802e+08 5.53086e+12 0.998702 0.017 0.009 0.026
4 1.0802e+08 5.53098e+12 0.998704 0.017 0.009 0.026
5 1.08021e+08 5.53099e+12 0.998705 0.017 0.009 0.026
6 1.08021e+08 5.53116e+12 0.998706 0.017 0.005 0.023
========================================================================================================
Total time for 6 iterations is: 0.151887
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001510
Number of unique clusters: 12503
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 12503
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.025
Time to count edges: 0.009
Time to build the graph: 0.017
Total time: 0.052
===============================
Phase 18
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.026
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.08021e+08 5.53099e+12 0.998705 0.017 0.009 0.026
2 1.08021e+08 5.53181e+12 0.998706 0.017 0.009 0.026
========================================================================================================
Total time for 2 iterations is: 0.051859
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.001644
Number of unique clusters: 12503
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 18
Total number of iterations : 602
Final number of clusters : 12503
Final modularity : 0.998705
Total time for clustering : 70.120210
Total time for building phases : 13.067562
********************************************
TOTAL TIME : 83.187772
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/kmer_A2a.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 170728175, |T|= 170728175, |E|= 180292586
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 180292586 to 180292587
Done cumulative addition for edgeListPtrs: 0.160694 sec.
Time for allocating memory for edgeList = 0.021845
About to build edgeList...
Time for building edgeList = 0.961010
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 170728175
Number of edges : 180292587
Maximum out-degree is: 40
Average out-degree is: 2.112043
Expected value of X^2: 4.779550
Variance is : 0.318827
Standard deviation : 0.564647
Isolated vertices : 0 (0.00%)
Degree-one vertices : 847467 (0.50%)
Density : 0.000001%
*******************************************
|V|= 170728175, |E|= 180292587
Done duplicating the graph: 0.275266 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.213
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 8.16004e+08 -0.000000 2.468 0.038 2.506
2 1.65825e+08 1.80937e+09 0.459876 2.161 0.035 2.196
3 1.52255e+08 1.86713e+09 0.422243 2.159 0.043 2.202
========================================================================================================
Total time for 3 iterations is: 6.904104
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 57.826486
Number of unique clusters: 87783512
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 87783512
Actual number of threads: 64 (requested: 64)
Time to initialize: 15.199
Time to count edges: 17.010
Time to build the graph: 1.365
Total time: 33.573
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.344
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 1.65825e+08 1.80937e+09 0.459876 2.150 0.076 2.226
2 2.28572e+08 2.66579e+09 0.633890 1.756 0.033 1.790
3 2.61202e+08 3.94773e+09 0.724383 1.710 0.095 1.805
4 2.60587e+08 4.11906e+09 0.722679 1.690 0.043 1.733
========================================================================================================
Total time for 4 iterations is: 7.553390
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 82.074338
Number of unique clusters: 39472280
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 39472280
Actual number of threads: 64 (requested: 64)
Time to initialize: 5.727
Time to count edges: 4.461
Time to build the graph: 0.865
Total time: 11.053
===============================
Phase 3
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.190
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.61202e+08 3.94773e+09 0.724383 2.278 0.029 2.307
2 2.94436e+08 6.60231e+09 0.816550 1.044 0.030 1.074
3 3.02549e+08 9.15242e+09 0.839051 0.912 0.037 0.948
4 2.98742e+08 9.20277e+09 0.828493 1.012 0.049 1.061
========================================================================================================
Total time for 4 iterations is: 5.390914
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 44.386543
Number of unique clusters: 18266789
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 18266789
Actual number of threads: 64 (requested: 64)
Time to initialize: 2.989
Time to count edges: 2.429
Time to build the graph: 0.517
Total time: 5.935
===============================
Phase 4
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.098
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.02549e+08 9.15242e+09 0.839051 1.293 0.020 1.313
2 3.20655e+08 1.53397e+10 0.889263 0.599 0.036 0.635
3 3.25257e+08 2.2293e+10 0.902025 0.522 0.034 0.556
4 3.2413e+08 2.47797e+10 0.898899 0.612 0.044 0.656
========================================================================================================
Total time for 4 iterations is: 3.160167
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 17.415158
Number of unique clusters: 8239483
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 8239483
Actual number of threads: 64 (requested: 64)
Time to initialize: 1.251
Time to count edges: 1.333
Time to build the graph: 0.363
Total time: 2.947
===============================
Phase 5
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.073
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.25257e+08 2.2293e+10 0.902025 1.041 0.037 1.079
2 3.34306e+08 5.03539e+10 0.927121 0.384 0.022 0.405
3 3.36802e+08 1.32191e+11 0.934043 0.384 0.022 0.406
4 3.36699e+08 2.60459e+11 0.933756 0.344 0.021 0.365
========================================================================================================
Total time for 4 iterations is: 2.255625
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 7.023383
Number of unique clusters: 3717471
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 3717471
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.519
Time to count edges: 0.880
Time to build the graph: 0.199
Total time: 1.598
===============================
Phase 6
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.032
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.36802e+08 1.32191e+11 0.934043 0.320 0.020 0.340
2 3.41433e+08 1.00675e+12 0.946878 0.254 0.012 0.266
3 3.42905e+08 3.68329e+12 0.950940 0.228 0.013 0.241
4 3.4317e+08 8.13032e+12 0.951641 0.232 0.013 0.245
5 3.43388e+08 1.40094e+13 0.952200 0.225 0.011 0.236
6 3.43553e+08 2.09485e+13 0.952603 0.245 0.024 0.269
7 3.43796e+08 2.82222e+13 0.953222 0.221 0.020 0.241
8 3.43982e+08 3.52501e+13 0.953684 0.268 0.021 0.288
9 3.44212e+08 4.16848e+13 0.954271 0.277 0.010 0.288
10 3.44363e+08 4.74616e+13 0.954646 0.260 0.017 0.278
11 3.4452e+08 5.21173e+13 0.955046 0.224 0.020 0.243
12 3.44604e+08 5.55444e+13 0.955253 0.216 0.024 0.241
13 3.44713e+08 5.8364e+13 0.955534 0.246 0.015 0.261
14 3.44774e+08 6.03411e+13 0.955688 0.226 0.015 0.241
15 3.4487e+08 6.21004e+13 0.955940 0.227 0.010 0.237
16 3.44916e+08 6.32138e+13 0.956060 0.216 0.026 0.242
17 3.44995e+08 6.45056e+13 0.956269 0.182 0.019 0.200
18 3.45021e+08 6.5192e+13 0.956336 0.191 0.010 0.201
19 3.45082e+08 6.60376e+13 0.956497 0.219 0.011 0.230
20 3.45101e+08 6.65763e+13 0.956545 0.237 0.024 0.261
21 3.45157e+08 6.71535e+13 0.956697 0.199 0.014 0.213
22 3.4517e+08 6.76885e+13 0.956729 0.210 0.015 0.225
23 3.45213e+08 6.82915e+13 0.956844 0.192 0.025 0.218
24 3.4521e+08 6.85672e+13 0.956835 0.176 0.014 0.191
========================================================================================================
Total time for 24 iterations is: 5.896497
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 2.454935
Number of unique clusters: 1244025
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 1244025
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.255
Time to count edges: 0.507
Time to build the graph: 0.121
Total time: 0.883
===============================
Phase 7
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.063
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.45213e+08 6.82915e+13 0.956844 0.721 0.020 0.741
2 3.48174e+08 1.16322e+14 0.964685 0.852 0.085 0.938
3 3.48807e+08 1.0867e+14 0.966500 0.780 0.015 0.795
4 3.48997e+08 1.18343e+14 0.966953 0.460 0.009 0.469
5 3.49028e+08 1.12083e+14 0.967088 0.463 0.009 0.472
6 3.4908e+08 1.19153e+14 0.967176 0.464 0.009 0.473
7 3.49071e+08 1.12945e+14 0.967201 0.461 0.009 0.470
8 3.49106e+08 1.19543e+14 0.967247 0.449 0.009 0.458
9 3.4909e+08 1.13254e+14 0.967249 0.445 0.009 0.454
10 3.4912e+08 1.19731e+14 0.967282 0.454 0.009 0.463
11 3.491e+08 1.13365e+14 0.967277 0.448 0.009 0.457
========================================================================================================
Total time for 11 iterations is: 6.189130
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.363571
Number of unique clusters: 420475
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 420475
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.043
Time to count edges: 0.269
Time to build the graph: 0.054
Total time: 0.366
===============================
Phase 8
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.027
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.4912e+08 1.19731e+14 0.967282 0.439 0.009 0.448
2 3.501e+08 1.41921e+14 0.969831 0.440 0.009 0.449
3 3.50322e+08 1.396e+14 0.970464 0.413 0.009 0.422
4 3.50399e+08 1.44469e+14 0.970639 0.415 0.009 0.423
5 3.5041e+08 1.41706e+14 0.970690 0.404 0.009 0.413
6 3.50431e+08 1.45736e+14 0.970720 0.638 0.019 0.658
7 3.50425e+08 1.42566e+14 0.970726 0.679 0.029 0.708
8 3.50441e+08 1.46208e+14 0.970742 0.703 0.019 0.722
9 3.50431e+08 1.42888e+14 0.970740 0.719 0.024 0.743
========================================================================================================
Total time for 9 iterations is: 4.985833
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.136359
Number of unique clusters: 143390
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 143390
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.042
Time to count edges: 0.282
Time to build the graph: 0.078
Total time: 0.402
===============================
Phase 9
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.034
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.50441e+08 1.46208e+14 0.970742 0.506 0.025 0.531
2 3.50828e+08 1.58486e+14 0.971723 0.572 0.015 0.587
3 3.50899e+08 1.58426e+14 0.971918 0.538 0.019 0.557
4 3.50917e+08 1.60162e+14 0.971955 0.528 0.015 0.543
5 3.50916e+08 1.59408e+14 0.971959 0.543 0.014 0.557
6 3.5092e+08 1.60337e+14 0.971964 0.579 0.015 0.594
7 3.50917e+08 1.5949e+14 0.971960 0.428 0.029 0.457
========================================================================================================
Total time for 7 iterations is: 3.825399
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.044443
Number of unique clusters: 53157
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 53157
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.086
Time to count edges: 0.257
Time to build the graph: 0.114
Total time: 0.457
===============================
Phase 10
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.068
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.5092e+08 1.60337e+14 0.971964 0.391 0.043 0.435
2 3.51052e+08 1.67456e+14 0.972273 0.381 0.031 0.412
3 3.51071e+08 1.68634e+14 0.972317 0.369 0.054 0.424
4 3.51073e+08 1.68639e+14 0.972323 0.321 0.010 0.332
5 3.51072e+08 1.69046e+14 0.972319 0.324 0.052 0.376
========================================================================================================
Total time for 5 iterations is: 1.977691
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.009835
Number of unique clusters: 24599
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 24599
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.054
Time to count edges: 0.221
Time to build the graph: 0.059
Total time: 0.333
===============================
Phase 11
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.080
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.51073e+08 1.68639e+14 0.972323 0.229 0.030 0.259
2 3.51111e+08 1.7343e+14 0.972393 0.236 0.049 0.284
3 3.51116e+08 1.73342e+14 0.972406 0.211 0.024 0.234
4 3.51116e+08 1.7723e+14 0.972376 0.225 0.038 0.263
========================================================================================================
Total time for 4 iterations is: 1.040670
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.003922
Number of unique clusters: 15649
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 15649
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.079
Time to count edges: 0.206
Time to build the graph: 0.076
Total time: 0.360
===============================
Phase 12
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.071
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 3.51116e+08 1.73342e+14 0.972406 0.172 0.033 0.205
2 3.51126e+08 1.83183e+14 0.972358 0.189 0.024 0.213
========================================================================================================
Total time for 2 iterations is: 0.418506
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 0.002769
Number of unique clusters: 15649
Done updating C_orig
********************************************
********* Compact Summary *************
********************************************
Number of threads : 64
Total number of phases : 12
Total number of iterations : 81
Final number of clusters : 15649
Final modularity : 0.972406
Total time for clustering : 49.597928
Total time for building phases : 57.908088
********************************************
TOTAL TIME : 107.506015
********************************************
********************************************
Input Parameters:
********************************************
Input File : /home/subhajit.sahu/Data/kmer_V1r.mtx
File type : 1
Threshold : 1e-06
C-threshold : 0.01
Min-size : 100000
basicOpt : 0
SyncType : 0
Percentage : 100
# of colors : 16
Compute_metrics : 0
--------------------------------------------
Coloring : FALSE
Replace map : FALSE
Strong scaling : FALSE
VF : FLASE
Output : FALSE
Compute metrics : FALSE
********************************************
Parsing a Matrix Market File as a general graph...
parse_MatrixMarket: Number of threads: 64
%%MatrixMarket matrix coordinate pattern symmetric
Note: Matrix type is Pattern. Will set all weights to 1.
Note: Matrix type is Symmetric: Converting it into General type.
Matrix is of type: Symmetric Real or Complex
Warning: .... Diagonal entries (self loops) will be ignored.
|S|= 214005017, |T|= 214005017, |E|= 232705452
Weights will be converted to positive numbers.
Done reading from file.
Modified the number of edges from 232705452 to 232705453
Done cumulative addition for edgeListPtrs: 0.175553 sec.
Time for allocating memory for edgeList = 0.027178
About to build edgeList...
Time for building edgeList = 1.051907
Within displayGraphCharacteristics()
*******************************************
General Graph: Characteristics :
*******************************************
Number of vertices : 214005017
Number of edges : 232705453
Maximum out-degree is: 8
Average out-degree is: 2.174766
Expected value of X^2: 5.046612
Variance is : 0.317004
Standard deviation : 0.563031
Isolated vertices : 0 (0.00%)
Degree-one vertices : 334374 (0.16%)
Density : 0.000001%
*******************************************
|V|= 214005017, |E|= 232705453
Done duplicating the graph: 0.357630 sec.
===============================
Phase 1
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.269
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 0 1.08e+09 -0.000000 2.556 0.040 2.596
2 2.08064e+08 2.389e+09 0.447053 2.072 0.040 2.112
3 1.91928e+08 2.49033e+09 0.412385 2.275 0.064 2.340
========================================================================================================
Total time for 3 iterations is: 7.048194
========================================================================================================
Within renumberClustersContiguously()
Time to renumber clusters: 78.014191
Number of unique clusters: 109879866
Done updating C_orig
Within buildNextLevelGraphOpt(): # of unique clusters= 109879866
Actual number of threads: 64 (requested: 64)
Time to initialize: 24.707
Time to count edges: 38.816
Time to build the graph: 1.617
Total time: 65.140
===============================
Phase 2
===============================
Within parallelLouvianMethod()
Actual number of threads: 64 (requested: 64)
Time to initialize: 0.395
========================================================================================================
Itr E_xx A_x2 Curr-Mod Time-1(s) Time-2(s) T/Itr(s)
========================================================================================================
1 2.08064e+08 2.389e+09 0.447053 2.545 0.056 2.601
2 2.87117e+08 3.58142e+09 0.616910 1.987 0.061 2.047
3 3.25036e+08 5.19713e+09 0.698385 2.015 0.058 2.074
4 3.23151e+08 5.4046e+09 0.694335 1.944 0.048 1.992
========================================================================================================
Total time for 4 iterations is: 8.713899
========================================================================================================
Within renumberClustersContiguo
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