OV - K-Means scalability gcc-O3-vectorize-soa 100000000

▼Scalability - run_1_thread

Number processes: 1 Number nodes: 1 Run Command: <executable> input/100000000.in 1000 100000000 50 25MPI Command: Run Directory: /home/fmusial/KMEANS_BenchmarksOMP_PROC_BIND: trueOMP_NUM_THREADS: 1

ID	Observed Processes	Observed Threads	Time(s)	Elapsed Time (s)	Active Time (%)	Start (after process) (s)	End (before process) (s)	Maximum Time on the Same CPU (s)
►Node ip-172-31-18-66+	1	1	211.53
►Process 16181+		1	211.53
○OMP # 0 (TID 16181)			211.53	211.82	99.86	0.00	0.00	211.78

▶Scalability - run_2_threads

Number processes: 1 Number nodes: 1 Run Command: <executable> input/100000000.in 1000 100000000 50 25MPI Command: Run Directory: /home/fmusial/KMEANS_BenchmarksOMP_PROC_BIND: trueOMP_NUM_THREADS: 2

ID	Observed Processes	Observed Threads	Time(s)	Elapsed Time (s)	Active Time (%)	Start (after process) (s)	End (before process) (s)	Maximum Time on the Same CPU (s)
►Node ip-172-31-18-66+	1	2	110.30
►Process 16274+		2	110.30
○OMP # 0 (TID 16274)			110.30	110.48	99.84	0.00	0.00	110.44
○OMP # 1 (TID 16345)			101.01	110.47	91.44	0.00	0.00	110.07

▶Scalability - run_4_threads

Number processes: 1 Number nodes: 1 Run Command: <executable> input/100000000.in 1000 100000000 50 25MPI Command: Run Directory: /home/fmusial/KMEANS_BenchmarksOMP_PROC_BIND: trueOMP_NUM_THREADS: 4

ID	Observed Processes	Observed Threads	Time(s)	Elapsed Time (s)	Active Time (%)	Start (after process) (s)	End (before process) (s)	Maximum Time on the Same CPU (s)
►Node ip-172-31-18-66+	1	4	59.71
►Process 16366+		4	59.71
○OMP # 0 (TID 16366)			59.71	59.82	99.82	0.00	0.00	59.77
○OMP # 1 (TID 16437)			50.72	59.81	84.80	0.00	0.00	59.41
○OMP # 2 (TID 16438)			50.60	59.81	84.61	0.00	0.00	59.41
○OMP # 3 (TID 16439)			50.67	59.81	84.72	0.00	0.00	59.41

▶Scalability - run_8_threads

Number processes: 1 Number nodes: 1 Run Command: <executable> input/100000000.in 1000 100000000 50 25MPI Command: Run Directory: /home/fmusial/KMEANS_BenchmarksOMP_PROC_BIND: trueOMP_NUM_THREADS: 8

ID	Observed Processes	Observed Threads	Time(s)	Elapsed Time (s)	Active Time (%)	Start (after process) (s)	End (before process) (s)	Maximum Time on the Same CPU (s)
►Node ip-172-31-18-66+	1	8	34.42
►Process 16461+		8	34.42
○OMP # 0 (TID 16461)			34.42	34.47	99.85	0.00	0.00	34.43
○OMP # 1 (TID 16532)			25.38	34.46	73.66	0.00	0.00	34.07
○OMP # 2 (TID 16533)			25.39	34.46	73.67	0.00	0.00	34.07
○OMP # 3 (TID 16534)			25.37	34.46	73.63	0.00	0.00	34.07
○OMP # 4 (TID 16535)			25.36	34.46	73.57	0.00	0.00	34.06
○OMP # 5 (TID 16536)			25.38	34.46	73.64	0.00	0.00	34.06
○OMP # 6 (TID 16537)			25.32	34.46	73.49	0.00	0.00	34.07
○OMP # 7 (TID 16538)			25.35	34.46	73.56	0.00	0.00	34.07

▶Scalability - run_16_threads

Number processes: 1 Number nodes: 1 Run Command: <executable> input/100000000.in 1000 100000000 50 25MPI Command: Run Directory: /home/fmusial/KMEANS_BenchmarksOMP_PROC_BIND: trueOMP_NUM_THREADS: 16

ID	Observed Processes	Observed Threads	Time(s)	Elapsed Time (s)	Active Time (%)	Start (after process) (s)	End (before process) (s)	Maximum Time on the Same CPU (s)
►Node ip-172-31-18-66+	1	16	21.85
►Process 16559+		16	21.85
○OMP # 0 (TID 16559)			21.85	21.92	99.71	0.00	0.00	21.87
○OMP # 1 (TID 16630)			12.81	21.91	58.46	0.00	0.00	21.51
○OMP # 2 (TID 16631)			12.81	21.91	58.49	0.00	0.00	21.51
○OMP # 3 (TID 16632)			12.85	21.91	58.62	0.00	0.00	21.51
○OMP # 4 (TID 16633)			12.81	21.91	58.44	0.00	0.00	21.51
○OMP # 5 (TID 16634)			12.79	21.91	58.40	0.00	0.00	21.51
○OMP # 6 (TID 16635)			12.82	21.91	58.51	0.00	0.00	21.51
○OMP # 7 (TID 16636)			12.76	21.91	58.24	0.00	0.00	21.51
○OMP # 8 (TID 16637)			12.83	21.91	58.53	0.00	0.00	21.51
○OMP # 9 (TID 16638)			12.78	21.91	58.35	0.00	0.00	21.49
○OMP # 10 (TID 16639)			12.83	21.91	58.56	0.00	0.00	21.51
○OMP # 11 (TID 16640)			12.82	21.91	58.54	0.00	0.00	21.51
○OMP # 12 (TID 16641)			12.82	21.91	58.49	0.01	0.00	21.51
○OMP # 13 (TID 16642)			12.80	21.91	58.40	0.01	0.00	21.51
○OMP # 14 (TID 16643)			12.79	21.91	58.38	0.01	0.00	21.51
○OMP # 15 (TID 16644)			12.81	21.91	58.47	0.01	0.00	21.51

▶Scalability - run_32_threads

Number processes: 1 Number nodes: 1 Run Command: <executable> input/100000000.in 1000 100000000 50 25MPI Command: Run Directory: /home/fmusial/KMEANS_BenchmarksOMP_PROC_BIND: trueOMP_NUM_THREADS: 32

ID	Observed Processes	Observed Threads	Time(s)	Elapsed Time (s)	Active Time (%)	Start (after process) (s)	End (before process) (s)	Maximum Time on the Same CPU (s)
►Node ip-172-31-18-66+	1	32	15.44
►Process 16665+		32	15.44
○OMP # 0 (TID 16665)			15.44	15.49	99.64	0.00	0.00	15.44
○OMP # 1 (TID 16736)			6.41	15.48	41.40	0.01	0.00	15.08
○OMP # 2 (TID 16737)			6.41	15.48	41.40	0.01	0.00	15.08
○OMP # 3 (TID 16738)			6.42	15.48	41.46	0.01	0.00	15.08
○OMP # 4 (TID 16739)			6.41	15.48	41.37	0.01	0.00	15.08
○OMP # 5 (TID 16740)			6.40	15.48	41.37	0.01	-0.00	15.08
○OMP # 6 (TID 16741)			6.41	15.48	41.37	0.01	-0.00	15.08
○OMP # 7 (TID 16742)			6.39	15.48	41.30	0.01	0.00	15.08
○OMP # 8 (TID 16743)			6.39	15.48	41.24	0.01	-0.00	15.08
○OMP # 9 (TID 16744)			6.40	15.48	41.34	0.01	0.00	15.08
○OMP # 10 (TID 16745)			6.41	15.48	41.37	0.01	-0.00	15.08
○OMP # 11 (TID 16746)			6.39	15.48	41.30	0.01	-0.00	15.08
○OMP # 12 (TID 16747)			6.40	15.48	41.31	0.01	-0.00	15.08
○OMP # 13 (TID 16748)			6.40	15.48	41.31	0.01	-0.00	15.08
○OMP # 14 (TID 16749)			6.38	15.48	41.21	0.01	-0.00	15.08
○OMP # 15 (TID 16750)			6.37	15.48	41.18	0.01	-0.00	15.08
○OMP # 16 (TID 16751)			6.40	15.48	41.34	0.01	-0.00	15.08
○OMP # 17 (TID 16752)			6.39	15.48	41.28	0.01	-0.00	15.08
○OMP # 18 (TID 16753)			6.40	15.48	41.34	0.01	-0.00	15.08
○OMP # 19 (TID 16754)			6.36	15.48	41.08	0.01	-0.00	15.08
○OMP # 20 (TID 16755)			6.40	15.48	41.34	0.01	-0.00	15.08
○OMP # 21 (TID 16756)			6.38	15.48	41.21	0.01	-0.00	15.08
○OMP # 22 (TID 16757)			6.40	15.48	41.31	0.01	-0.00	15.08
○OMP # 23 (TID 16758)			6.40	15.48	41.34	0.01	-0.00	15.08
○OMP # 24 (TID 16759)			6.38	15.48	41.21	0.01	-0.00	15.08
○OMP # 25 (TID 16760)			6.40	15.48	41.38	0.01	-0.00	15.08
○OMP # 26 (TID 16761)			6.41	15.48	41.41	0.01	-0.00	15.08
○OMP # 27 (TID 16762)			6.42	15.48	41.47	0.01	-0.00	15.08
○OMP # 28 (TID 16763)			6.41	15.48	41.38	0.01	-0.00	15.08
○OMP # 29 (TID 16764)			6.39	15.48	41.25	0.01	-0.00	15.08
○OMP # 30 (TID 16765)			6.39	15.48	41.27	0.01	-0.00	15.08
○OMP # 31 (TID 16766)			6.42	15.48	41.44	0.01	-0.00	15.08

▶Scalability - run_48_threads

Number processes: 1 Number nodes: 1 Run Command: <executable> input/100000000.in 1000 100000000 50 25MPI Command: Run Directory: /home/fmusial/KMEANS_BenchmarksOMP_PROC_BIND: trueOMP_NUM_THREADS: 48

ID	Observed Processes	Observed Threads	Time(s)	Elapsed Time (s)	Active Time (%)	Start (after process) (s)	End (before process) (s)	Maximum Time on the Same CPU (s)
►Node ip-172-31-18-66+	1	48	13.31
►Process 16790+		48	13.31
○OMP # 0 (TID 16790)			13.31	13.38	99.48	0.00	0.00	13.34
○OMP # 1 (TID 16861)			4.28	13.38	31.99	0.01	-0.00	12.97
○OMP # 2 (TID 16862)			4.28	13.38	31.99	0.01	-0.00	12.97
○OMP # 3 (TID 16863)			4.28	13.38	32.03	0.01	-0.00	12.97
○OMP # 4 (TID 16864)			4.28	13.38	32.00	0.01	0.00	12.97
○OMP # 5 (TID 16865)			4.28	13.38	32.03	0.01	-0.00	12.97
○OMP # 6 (TID 16866)			4.29	13.38	32.07	0.01	-0.00	12.97
○OMP # 7 (TID 16867)			4.27	13.38	31.88	0.01	-0.00	12.97
○OMP # 8 (TID 16868)			4.25	13.38	31.81	0.01	-0.00	12.97
○OMP # 9 (TID 16869)			4.28	13.38	32.00	0.01	-0.00	12.97
○OMP # 10 (TID 16870)			4.29	13.38	32.04	0.01	-0.00	12.97
○OMP # 11 (TID 16871)			4.26	13.38	31.89	0.01	-0.00	12.97
○OMP # 12 (TID 16872)			4.27	13.38	31.92	0.01	-0.00	12.97
○OMP # 13 (TID 16873)			4.25	13.38	31.81	0.01	-0.00	12.96
○OMP # 14 (TID 16874)			4.27	13.38	31.92	0.01	-0.00	12.97
○OMP # 15 (TID 16875)			4.28	13.38	32.04	0.01	-0.00	12.97
○OMP # 16 (TID 16876)			4.28	13.38	31.96	0.01	-0.00	12.97
○OMP # 17 (TID 16877)			4.27	13.37	31.93	0.01	-0.00	12.97
○OMP # 18 (TID 16878)			4.26	13.37	31.85	0.01	-0.00	12.97
○OMP # 19 (TID 16879)			4.27	13.37	31.93	0.01	-0.00	12.97
○OMP # 20 (TID 16880)			4.27	13.37	31.89	0.01	-0.00	12.97
○OMP # 21 (TID 16881)			4.28	13.37	32.04	0.01	-0.00	12.97
○OMP # 22 (TID 16882)			4.28	13.37	32.04	0.01	-0.00	12.97
○OMP # 23 (TID 16883)			4.26	13.37	31.89	0.01	-0.00	12.97
○OMP # 24 (TID 16884)			4.27	13.37	31.93	0.01	-0.00	12.97
○OMP # 25 (TID 16885)			4.27	13.37	31.93	0.01	-0.00	12.97
○OMP # 26 (TID 16886)			4.26	13.37	31.82	0.01	-0.00	12.97
○OMP # 27 (TID 16887)			4.28	13.37	31.97	0.01	-0.00	12.97
○OMP # 28 (TID 16888)			4.28	13.37	31.97	0.01	-0.00	12.97
○OMP # 29 (TID 16889)			4.28	13.37	31.97	0.01	-0.00	12.97
○OMP # 30 (TID 16890)			4.28	13.37	31.97	0.01	-0.00	12.97
○OMP # 31 (TID 16891)			4.29	13.37	32.08	0.01	-0.00	12.97
○OMP # 32 (TID 16892)			4.28	13.37	32.01	0.01	-0.00	12.96
○OMP # 33 (TID 16893)			4.26	13.37	31.89	0.01	-0.00	12.97
○OMP # 34 (TID 16894)			4.25	13.37	31.74	0.01	-0.00	12.97
○OMP # 35 (TID 16895)			4.28	13.37	32.01	0.01	-0.00	12.97
○OMP # 36 (TID 16896)			4.28	13.37	31.97	0.01	-0.00	12.97
○OMP # 37 (TID 16897)			4.28	13.38	32.00	0.01	-0.00	12.97
○OMP # 38 (TID 16898)			4.26	13.37	31.90	0.01	-0.00	12.97
○OMP # 39 (TID 16899)			4.28	13.37	31.97	0.01	-0.00	12.97
○OMP # 40 (TID 16900)			4.27	13.37	31.93	0.01	-0.00	12.97
○OMP # 41 (TID 16901)			4.28	13.37	31.97	0.01	-0.00	12.97
○OMP # 42 (TID 16902)			4.26	13.37	31.86	0.01	-0.00	12.97
○OMP # 43 (TID 16903)			4.28	13.37	31.97	0.01	-0.00	12.97
○OMP # 44 (TID 16904)			4.25	13.37	31.79	0.01	-0.00	12.97
○OMP # 45 (TID 16905)			4.27	13.37	31.97	0.01	-0.00	12.97
○OMP # 46 (TID 16906)			4.25	13.37	31.79	0.01	-0.00	12.95
○OMP # 47 (TID 16907)			4.29	13.37	32.05	0.01	-0.00	12.97

▶Scalability - run_64_threads

Number processes: 1 Number nodes: 1 Run Command: <executable> input/100000000.in 1000 100000000 50 25MPI Command: Run Directory: /home/fmusial/KMEANS_BenchmarksOMP_PROC_BIND: trueOMP_NUM_THREADS: 64

ID	Observed Processes	Observed Threads	Time(s)	Elapsed Time (s)	Active Time (%)	Start (after process) (s)	End (before process) (s)	Maximum Time on the Same CPU (s)
►Node ip-172-31-18-66+	1	64	12.27
►Process 16929+		64	12.27
○OMP # 0 (TID 16929)			12.27	12.36	99.27	0.00	0.00	12.31
○OMP # 1 (TID 17000)			3.23	12.35	26.15	0.01	-0.00	11.94
○OMP # 2 (TID 17001)			3.21	12.35	25.99	0.01	-0.00	11.94
○OMP # 3 (TID 17002)			3.21	12.35	25.99	0.01	-0.00	11.93
○OMP # 4 (TID 17003)			3.21	12.35	26.03	0.01	-0.00	11.94
○OMP # 5 (TID 17004)			3.23	12.35	26.19	0.01	-0.00	11.94
○OMP # 6 (TID 17005)			3.22	12.35	26.11	0.01	-0.00	11.94
○OMP # 7 (TID 17006)			3.22	12.35	26.11	0.01	-0.00	11.94
○OMP # 8 (TID 17007)			3.20	12.35	25.95	0.01	-0.00	11.94
○OMP # 9 (TID 17008)			3.22	12.35	26.07	0.01	-0.00	11.94
○OMP # 10 (TID 17009)			3.21	12.35	26.03	0.01	-0.00	11.94
○OMP # 11 (TID 17010)			3.22	12.35	26.07	0.01	-0.00	11.94
○OMP # 12 (TID 17011)			3.22	12.35	26.11	0.01	-0.00	11.94
○OMP # 13 (TID 17012)			3.22	12.35	26.07	0.01	-0.00	11.94
○OMP # 14 (TID 17013)			3.23	12.35	26.11	0.01	-0.00	11.94
○OMP # 15 (TID 17014)			3.22	12.35	26.03	0.01	-0.00	11.94
○OMP # 16 (TID 17015)			3.21	12.35	25.99	0.01	-0.00	11.94
○OMP # 17 (TID 17016)			3.21	12.35	25.99	0.01	-0.00	11.94
○OMP # 18 (TID 17017)			3.22	12.35	26.11	0.01	-0.00	11.94
○OMP # 19 (TID 17018)			3.23	12.35	26.15	0.01	-0.00	11.94
○OMP # 20 (TID 17019)			3.21	12.35	25.95	0.01	-0.00	11.94
○OMP # 21 (TID 17020)			3.22	12.35	26.11	0.01	-0.00	11.94
○OMP # 22 (TID 17021)			3.22	12.35	26.11	0.01	-0.00	11.94
○OMP # 23 (TID 17022)			3.21	12.35	26.03	0.01	-0.00	11.94
○OMP # 24 (TID 17023)			3.21	12.35	26.03	0.01	-0.00	11.94
○OMP # 25 (TID 17024)			3.20	12.35	25.95	0.01	-0.00	11.94
○OMP # 26 (TID 17025)			3.22	12.35	26.11	0.01	-0.00	11.94
○OMP # 27 (TID 17026)			3.21	12.35	25.99	0.01	-0.00	11.94
○OMP # 28 (TID 17027)			3.22	12.35	26.07	0.01	-0.00	11.94
○OMP # 29 (TID 17028)			3.22	12.35	26.07	0.01	-0.00	11.94
○OMP # 30 (TID 17029)			3.23	12.35	26.16	0.01	-0.00	11.94
○OMP # 31 (TID 17030)			3.21	12.35	26.04	0.01	-0.00	11.94
○OMP # 32 (TID 17031)			3.21	12.35	25.99	0.01	-0.00	11.94
○OMP # 33 (TID 17032)			3.22	12.35	26.08	0.01	-0.00	11.94
○OMP # 34 (TID 17033)			3.22	12.35	26.04	0.01	-0.00	11.94
○OMP # 35 (TID 17034)			3.22	12.35	26.12	0.01	-0.00	11.94
○OMP # 36 (TID 17035)			3.23	12.35	26.20	0.01	-0.00	11.94
○OMP # 37 (TID 17036)			3.22	12.35	26.08	0.01	-0.00	11.94
○OMP # 38 (TID 17037)			3.23	12.35	26.12	0.01	-0.00	11.94
○OMP # 39 (TID 17038)			3.21	12.35	26.00	0.01	-0.00	11.94
○OMP # 40 (TID 17039)			3.21	12.35	26.00	0.01	-0.00	11.94
○OMP # 41 (TID 17040)			3.22	12.35	26.12	0.01	-0.00	11.94
○OMP # 42 (TID 17041)			3.22	12.35	26.08	0.01	-0.00	11.94
○OMP # 43 (TID 17042)			3.22	12.35	26.08	0.01	-0.00	11.94
○OMP # 44 (TID 17043)			3.21	12.35	26.00	0.01	-0.00	11.94
○OMP # 45 (TID 17044)			3.20	12.35	25.96	0.01	-0.00	11.94
○OMP # 46 (TID 17045)			3.23	12.35	26.12	0.01	-0.00	11.94
○OMP # 47 (TID 17046)			3.23	12.35	26.20	0.01	-0.00	11.94
○OMP # 48 (TID 17047)			3.21	12.35	26.04	0.01	-0.00	11.94
○OMP # 49 (TID 17048)			3.23	12.35	26.16	0.01	-0.00	11.94
○OMP # 50 (TID 17049)			3.23	12.35	26.16	0.01	-0.00	11.94
○OMP # 51 (TID 17050)			3.21	12.35	26.00	0.01	-0.00	11.94
○OMP # 52 (TID 17051)			3.22	12.35	26.12	0.02	-0.00	11.94
○OMP # 53 (TID 17052)			3.23	12.35	26.16	0.02	-0.00	11.94
○OMP # 54 (TID 17053)			3.22	12.35	26.12	0.02	-0.00	11.94
○OMP # 55 (TID 17054)			3.21	12.35	26.04	0.02	-0.00	11.94
○OMP # 56 (TID 17055)			3.21	12.34	26.04	0.02	-0.00	11.94
○OMP # 57 (TID 17056)			3.22	12.34	26.08	0.02	-0.00	11.94
○OMP # 58 (TID 17057)			3.22	12.34	26.12	0.02	-0.00	11.94
○OMP # 59 (TID 17058)			3.21	12.34	26.00	0.02	-0.00	11.93
○OMP # 60 (TID 17059)			3.22	12.34	26.09	0.02	-0.00	11.94
○OMP # 61 (TID 17060)			3.23	12.35	26.16	0.02	-0.00	11.94
○OMP # 62 (TID 17061)			3.21	12.34	26.05	0.02	-0.00	11.93
○OMP # 63 (TID 17062)			3.21	12.34	26.05	0.02	-0.00	11.94

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