dongjoon-hyun commented on code in PR #45654: URL: https://github.com/apache/spark/pull/45654#discussion_r1535010231
########## sql/core/benchmarks/TPCDSQueryBenchmark-jdk21-results.txt: ########## @@ -1,810 +1,810 @@ -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q1 665 736 120 0.7 1441.1 1.0X +q1 550 699 210 0.8 1191.6 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q2 837 863 28 2.7 375.0 1.0X +q2 792 809 24 2.8 355.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q3 224 261 36 13.2 75.5 1.0X +q3 221 261 43 13.5 74.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q4 4163 4571 577 1.3 798.8 1.0X +q4 4185 4574 550 1.2 802.9 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5 1111 1276 234 5.1 197.4 1.0X +q5 1066 1325 366 5.3 189.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6 1010 1072 88 3.1 323.5 1.0X +q6 1063 1110 67 2.9 340.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q7 495 569 55 9.9 101.1 1.0X +q7 549 573 26 8.9 112.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q8 414 457 43 7.5 133.3 1.0X +q8 460 515 49 6.8 148.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q9 862 878 19 0.0 24614403.5 1.0X +q9 863 882 25 0.0 24667420.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10 1778 1899 172 1.2 858.6 1.0X +q10 1814 1934 170 1.1 875.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11 1564 1726 229 2.4 414.6 1.0X +q11 1614 1820 290 2.3 428.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12 160 192 31 5.1 198.0 1.0X +q12 163 199 47 5.0 200.9 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q13 719 764 53 6.9 145.9 1.0X +q13 726 762 51 6.8 147.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a 4618 4802 261 1.1 900.2 1.0X +q14a 5344 5424 114 1.0 1041.7 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14b 3444 3603 225 1.5 671.4 1.0X +q14b 3893 4053 226 1.3 758.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q15 423 443 35 3.9 254.4 1.0X +q15 408 443 27 4.1 245.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q16 582 623 29 2.7 372.2 1.0X +q16 564 627 42 2.8 360.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q17 1334 1361 38 3.5 283.8 1.0X +q17 1246 1299 74 3.8 265.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18 972 1208 333 3.7 269.9 1.0X +q18 944 1043 140 3.8 262.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q19 278 306 23 11.2 89.0 1.0X +q19 292 321 31 10.7 93.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20 190 208 12 8.1 124.0 1.0X +q20 173 187 21 8.9 112.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q21 592 644 48 20.0 50.0 1.0X +q21 661 672 10 17.9 55.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22 3287 3346 83 3.6 277.7 1.0X +q22 3223 3302 112 3.7 272.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23a 5646 5698 73 0.9 1079.7 1.0X +q23a 5979 6048 98 0.9 1143.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23b 5616 5815 281 0.9 1073.9 1.0X +q23b 6074 6126 74 0.9 1161.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24a 146 241 62 22.9 43.8 1.0X +q24a 154 248 48 21.7 46.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24b 210 252 21 15.9 63.0 1.0X +q24b 208 249 30 16.0 62.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q25 1287 1338 72 3.7 273.9 1.0X +q25 1401 1419 26 3.4 298.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q26 303 337 36 11.4 87.7 1.0X +q26 300 332 35 11.5 86.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q27 474 488 15 10.3 96.8 1.0X +q27 477 504 28 10.2 97.6 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q28 1197 1287 127 2.4 415.7 1.0X +q28 1136 1207 100 2.5 394.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q29 1543 1634 129 3.0 328.3 1.0X +q29 1244 1413 239 3.8 264.7 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q30 388 417 32 0.8 1314.4 1.0X +q30 388 406 33 0.8 1315.6 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q31 770 862 126 4.8 206.9 1.0X +q31 749 775 31 5.0 201.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q32 202 239 57 7.6 131.8 1.0X +q32 183 218 34 8.3 119.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q33 398 420 29 13.0 76.8 1.0X +q33 379 421 47 13.7 73.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q34 344 370 31 8.9 112.4 1.0X +q34 341 379 50 9.0 111.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35 1187 1250 89 1.7 573.4 1.0X +q35 1145 1212 94 1.8 552.9 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q36 500 524 41 5.9 168.4 1.0X +q36 499 531 29 5.9 168.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q37 795 824 25 16.7 59.9 1.0X +q37 817 864 44 16.3 61.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q38 672 684 10 7.8 129.0 1.0X +q38 634 690 52 8.2 121.7 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39a 1386 1418 46 8.5 117.1 1.0X +q39a 1401 1529 180 8.4 118.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39b 1337 1360 31 8.8 113.0 1.0X +q39b 1356 1362 8 8.7 114.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q40 284 327 40 5.9 169.8 1.0X +q40 288 338 43 5.8 172.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q41 140 162 25 0.1 7771.3 1.0X +q41 151 168 19 0.1 8388.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q42 140 160 19 21.2 47.2 1.0X +q42 142 156 24 20.9 48.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q43 281 311 28 10.5 95.1 1.0X +q43 275 300 24 10.8 93.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q44 318 357 39 9.1 109.7 1.0X +q44 302 338 39 9.6 104.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q45 179 207 32 5.4 186.3 1.0X +q45 182 212 34 5.3 189.9 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q46 429 468 43 7.3 137.8 1.0X +q46 418 447 42 7.4 134.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q47 1504 1581 108 2.0 506.4 1.0X +q47 1518 1551 48 2.0 510.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q48 830 833 2 5.9 168.6 1.0X +q48 874 891 19 5.6 177.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q49 533 604 51 10.5 94.9 1.0X +q49 521 632 105 10.8 92.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q50 573 675 114 5.7 176.8 1.0X +q50 565 599 27 5.7 174.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q51 2570 2633 89 1.4 699.9 1.0X +q51 2469 2610 199 1.5 672.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q52 141 168 24 21.1 47.4 1.0X +q52 140 160 21 21.2 47.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q53 267 294 37 11.1 90.0 1.0X +q53 276 300 23 10.8 92.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q54 1155 1201 65 4.6 218.8 1.0X +q54 1168 1204 50 4.5 221.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q55 138 151 18 21.5 46.4 1.0X +q55 139 151 17 21.3 46.9 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q56 412 451 39 12.6 79.6 1.0X +q56 415 431 20 12.5 80.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q57 746 808 71 2.1 487.0 1.0X +q57 772 822 73 2.0 504.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q58 423 503 59 12.1 82.4 1.0X +q58 394 426 35 13.0 76.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q59 606 652 69 4.9 205.3 1.0X +q59 583 626 41 5.1 197.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q60 407 444 44 12.7 78.5 1.0X +q60 383 440 55 13.5 74.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q61 524 556 31 6.0 167.9 1.0X +q61 530 642 191 5.9 169.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q62 162 176 19 4.9 204.0 1.0X +q62 162 181 23 4.9 204.9 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q63 276 297 14 10.8 93.0 1.0X +q63 269 305 27 11.1 90.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q64 1927 2249 455 3.6 278.4 1.0X +q64 2129 2334 290 3.3 307.6 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q65 631 678 75 4.7 212.5 1.0X +q65 614 646 39 4.8 206.6 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q66 557 577 20 4.2 240.4 1.0X +q66 509 575 60 4.6 219.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q67 5285 5314 41 0.6 1779.0 1.0X +q67 5168 5274 149 0.6 1739.7 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q68 426 457 22 7.3 137.0 1.0X +q68 416 455 40 7.5 133.6 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q69 1590 1603 19 1.3 767.7 1.0X +q69 1601 1617 22 1.3 773.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q70 514 551 49 5.7 174.0 1.0X +q70 548 569 25 5.4 185.6 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q71 347 364 22 15.0 66.6 1.0X +q71 345 377 38 15.1 66.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q72 117138 117824 970 0.1 7632.1 1.0X +q72 115881 116420 762 0.1 7550.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q73 319 349 47 9.6 104.3 1.0X +q73 304 342 30 10.1 99.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q74 1185 1476 412 3.2 314.2 1.0X +q74 1079 1503 600 3.5 286.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q75 1333 1472 196 4.2 236.6 1.0X +q75 1369 1575 292 4.1 242.9 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q76 274 301 28 18.7 53.4 1.0X +q76 269 305 42 19.1 52.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q77 495 791 257 11.3 88.1 1.0X +q77 546 755 182 10.3 97.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q78 1963 2198 332 2.9 349.6 1.0X +q78 2326 2453 179 2.4 414.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q79 398 420 42 7.7 130.0 1.0X +q79 403 432 33 7.6 131.7 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q80 1375 1384 13 4.1 243.5 1.0X +q80 1534 1569 49 3.7 271.7 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q81 283 371 51 1.3 770.7 1.0X +q81 293 359 43 1.3 798.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q82 1074 1093 28 13.7 72.9 1.0X +q82 1067 1080 19 13.8 72.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q83 231 268 29 2.6 388.9 1.0X +q83 232 285 56 2.6 389.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q84 649 710 72 3.6 274.3 1.0X +q84 640 688 70 3.7 270.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q85 2113 2151 54 1.3 745.3 1.0X +q85 1729 2002 386 1.6 610.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q86 175 191 22 4.6 215.8 1.0X +q86 178 207 30 4.6 219.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q87 626 677 73 8.3 120.1 1.0X +q87 660 717 61 7.9 126.7 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q88 1090 1264 246 2.7 366.6 1.0X +q88 1121 1286 234 2.7 376.9 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q89 294 323 21 10.1 99.1 1.0X +q89 292 335 35 10.2 98.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q90 118 140 21 6.9 144.7 1.0X +q90 110 130 16 7.4 135.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q91 284 312 30 8.1 123.6 1.0X +q91 304 339 35 7.6 132.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q92 123 150 19 6.6 151.3 1.0X +q92 133 156 23 6.1 163.8 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q93 420 444 29 7.5 132.7 1.0X +q93 424 453 39 7.5 134.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q94 305 327 25 2.8 362.6 1.0X +q94 296 345 53 2.8 352.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q95 5032 5202 240 0.2 5976.6 1.0X +q95 5098 5262 232 0.2 6054.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q96 154 167 21 19.3 51.7 1.0X +q96 155 167 15 19.1 52.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q97 1140 1192 74 3.9 259.5 1.0X +q97 1147 1178 44 3.8 261.1 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q98 249 280 17 11.9 83.8 1.0X +q98 257 297 48 11.6 86.4 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q99 237 252 24 6.4 156.4 1.0X +q99 240 259 24 6.3 158.5 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5a-v2.7 1161 1178 25 4.8 206.3 1.0X +q5a-v2.7 968 1233 375 5.8 172.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6-v2.7 922 943 18 3.4 295.4 1.0X +q6-v2.7 917 940 33 3.4 294.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10a-v2.7 1669 1693 33 1.2 806.1 1.0X +q10a-v2.7 1654 1690 51 1.3 798.9 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11-v2.7 1430 1874 628 2.6 379.3 1.0X +q11-v2.7 1472 1902 607 2.6 390.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12-v2.7 121 134 16 6.7 148.9 1.0X +q12-v2.7 124 139 21 6.5 153.3 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14-v2.7 3332 3509 250 1.5 649.6 1.0X +q14-v2.7 3734 3804 99 1.4 728.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a-v2.7 6515 6621 150 0.8 1270.0 1.0X +q14a-v2.7 7026 7251 319 0.7 1369.6 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18a-v2.7 1807 1987 254 2.0 501.8 1.0X +q18a-v2.7 1874 2095 312 1.9 520.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20-v2.7 155 172 21 9.9 101.0 1.0X +q20-v2.7 150 170 25 10.2 98.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22-v2.7 12795 12851 80 0.9 1081.0 1.0X +q22-v2.7 12490 12574 120 0.9 1055.2 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22a-v2.7 1853 1888 49 6.4 156.6 1.0X +q22a-v2.7 1930 1938 12 6.1 163.0 1.0X -OpenJDK 64-Bit Server VM 21.0.1+12-LTS on Linux 5.15.0-1053-azure +OpenJDK 64-Bit Server VM 21.0.2+13-LTS on Linux 6.5.0-1016-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24-v2.7 212 254 35 15.7 63.5 1.0X +q24-v2.7 101 230 75 33.2 30.2 1.0X Review Comment: The time is too small to say something. -- This is an automated message from the Apache Git Service. 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