AMD Ryzen 7 7840U testing with a Framework FRANMDCP07 (03.03 BIOS) and AMD Phoenix1 512MB on Ubuntu 23.10 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2401054-NE-DG437294407
dg
AMD Ryzen 7 7840U testing with a Framework FRANMDCP07 (03.03 BIOS) and AMD Phoenix1 512MB on Ubuntu 23.10 via the Phoronix Test Suite.
,,"a","b","c"
Processor,,AMD Ryzen 7 7840U @ 5.13GHz (8 Cores / 16 Threads),AMD Ryzen 7 7840U @ 5.13GHz (8 Cores / 16 Threads),AMD Ryzen 7 7840U @ 5.13GHz (8 Cores / 16 Threads)
Motherboard,,Framework FRANMDCP07 (03.03 BIOS),Framework FRANMDCP07 (03.03 BIOS),Framework FRANMDCP07 (03.03 BIOS)
Chipset,,AMD Device 14e8,AMD Device 14e8,AMD Device 14e8
Memory,,16GB,16GB,16GB
Disk,,512GB Western Digital WD PC SN740 SDDPNQD-512G,512GB Western Digital WD PC SN740 SDDPNQD-512G,512GB Western Digital WD PC SN740 SDDPNQD-512G
Graphics,,AMD Phoenix1 512MB (2700/2800MHz),AMD Phoenix1 512MB (2700/2800MHz),AMD Phoenix1 512MB (2700/2800MHz)
Audio,,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio
Network,,MEDIATEK MT7922 802.11ax PCI,MEDIATEK MT7922 802.11ax PCI,MEDIATEK MT7922 802.11ax PCI
OS,,Ubuntu 23.10,Ubuntu 23.10,Ubuntu 23.10
Kernel,,6.7.0-060700rc5-generic (x86_64),6.7.0-060700rc5-generic (x86_64),6.7.0-060700rc5-generic (x86_64)
Desktop,,GNOME Shell 45.1,GNOME Shell 45.1,GNOME Shell 45.1
Display Server,,X Server 1.21.1.7 + Wayland,X Server 1.21.1.7 + Wayland,X Server 1.21.1.7 + Wayland
OpenGL,,4.6 Mesa 24.0~git2312160600.5d937f~oibaf~m (git-5d937f0 2023-12-16 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56),4.6 Mesa 24.0~git2312160600.5d937f~oibaf~m (git-5d937f0 2023-12-16 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56),4.6 Mesa 24.0~git2312160600.5d937f~oibaf~m (git-5d937f0 2023-12-16 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56)
Compiler,,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0
File-System,,ext4,ext4,ext4
Screen Resolution,,2256x1504,2256x1504,2256x1504
,,"a","b","c"
"rav1e - Speed: 1 (FPS)",HIB,0.944,0.959,0.958
"rav1e - Speed: 5 (FPS)",HIB,4.317,4.384,4.396
"rav1e - Speed: 6 (FPS)",HIB,5.82,5.877,5.836
"rav1e - Speed: 10 (FPS)",HIB,14.889,15.019,15.004
"SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 4K (FPS)",HIB,3.454,3.646,3.653
"SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 4K (FPS)",HIB,27.608,29.783,29.69
"SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 4K (FPS)",HIB,100.722,105.487,97.293
"SVT-AV1 - Encoder Mode: Preset 13 - Input: Bosphorus 4K (FPS)",HIB,103.06,109.634,104.697
"SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p (FPS)",HIB,13.591,13.788,13.842
"SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p (FPS)",HIB,93.693,96.699,96.686
"SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p (FPS)",HIB,411.385,420.089,421.265
"SVT-AV1 - Encoder Mode: Preset 13 - Input: Bosphorus 1080p (FPS)",HIB,499.528,505.577,509.847
"Speedb - Test: Random Fill (Op/s)",HIB,786897,784311,785746
"Speedb - Test: Random Read (Op/s)",HIB,55139619,53609393,54072350
"Speedb - Test: Update Random (Op/s)",HIB,436339,435465,437229
"Speedb - Test: Sequential Fill (Op/s)",HIB,915338,916208,924399
"Speedb - Test: Random Fill Sync (Op/s)",HIB,26884,24059,22747
"Speedb - Test: Read While Writing (Op/s)",HIB,2562060,2541930,2516735
"Speedb - Test: Read Random Write Random (Op/s)",HIB,1710801,1697087,1707978
"Apache Spark TPC-DS - Scale Factor: 1 - Q01 (sec)",LIB,3,2.84,2.98
"Apache Spark TPC-DS - Scale Factor: 1 - Q02 (sec)",LIB,3.42,3.46,3.38
"Apache Spark TPC-DS - Scale Factor: 1 - Q03 (sec)",LIB,2.25,2.26,2.26
"Apache Spark TPC-DS - Scale Factor: 1 - Q04 (sec)",LIB,5.3,5.55,5.02
"Apache Spark TPC-DS - Scale Factor: 1 - Q05 (sec)",LIB,4.03,4.22,4.06
"Apache Spark TPC-DS - Scale Factor: 1 - Q06 (sec)",LIB,3.08,3.08,3.14
"Apache Spark TPC-DS - Scale Factor: 1 - Q07 (sec)",LIB,3.2,3.27,3.11
"Apache Spark TPC-DS - Scale Factor: 1 - Q08 (sec)",LIB,2.94,2.94,2.87
"Apache Spark TPC-DS - Scale Factor: 1 - Q09 (sec)",LIB,2.93,2.82,2.85
"Apache Spark TPC-DS - Scale Factor: 1 - Q10 (sec)",LIB,3.91,3.62,3.84
"Apache Spark TPC-DS - Scale Factor: 1 - Q11 (sec)",LIB,4.45,4.3,4.21
"Apache Spark TPC-DS - Scale Factor: 1 - Q12 (sec)",LIB,1.66,1.57,1.56
"Apache Spark TPC-DS - Scale Factor: 1 - Q13 (sec)",LIB,3.06,3.07,2.97
"Apache Spark TPC-DS - Scale Factor: 1 - Q14 (sec)",LIB,2.87,3.11,3.02
"Apache Spark TPC-DS - Scale Factor: 1 - Q15 (sec)",LIB,2.77,2.71,2.69
"Apache Spark TPC-DS - Scale Factor: 1 - Q16 (sec)",LIB,2.1,2.03,2.03
"Apache Spark TPC-DS - Scale Factor: 1 - Q17 (sec)",LIB,4.43,4.33,4.34
"Apache Spark TPC-DS - Scale Factor: 1 - Q18 (sec)",LIB,3.97,3.84,3.92
"Apache Spark TPC-DS - Scale Factor: 1 - Q19 (sec)",LIB,2.99,2.78,2.97
"Apache Spark TPC-DS - Scale Factor: 1 - Q20 (sec)",LIB,1.65,1.64,1.6
"Apache Spark TPC-DS - Scale Factor: 1 - Q21 (sec)",LIB,2.65,2.81,2.69
"Apache Spark TPC-DS - Scale Factor: 1 - Q22 (sec)",LIB,2.99,2.97,2.98
"Apache Spark TPC-DS - Scale Factor: 1 - Q23 (sec)",LIB,2.71,2.73,2.76
"Apache Spark TPC-DS - Scale Factor: 1 - Q24 (sec)",LIB,0.67,0.66,0.75
"Apache Spark TPC-DS - Scale Factor: 1 - Q25 (sec)",LIB,4.14,4.06,3.98
"Apache Spark TPC-DS - Scale Factor: 1 - Q26 (sec)",LIB,2.98,2.9,2.96
"Apache Spark TPC-DS - Scale Factor: 1 - Q27 (sec)",LIB,3.57,3.26,3.5
"Apache Spark TPC-DS - Scale Factor: 1 - Q28 (sec)",LIB,4.45,4.24,4.27
"Apache Spark TPC-DS - Scale Factor: 1 - Q29 (sec)",LIB,4.3,4.12,4.22
"Apache Spark TPC-DS - Scale Factor: 1 - Q30 (sec)",LIB,2.93,2.86,2.94
"Apache Spark TPC-DS - Scale Factor: 1 - Q31 (sec)",LIB,4.79,4.41,4.57
"Apache Spark TPC-DS - Scale Factor: 1 - Q32 (sec)",LIB,2.72,2.68,2.63
"Apache Spark TPC-DS - Scale Factor: 1 - Q33 (sec)",LIB,3.59,3.6,3.52
"Apache Spark TPC-DS - Scale Factor: 1 - Q34 (sec)",LIB,2.92,2.98,2.95
"Apache Spark TPC-DS - Scale Factor: 1 - Q35 (sec)",LIB,3.77,3.87,3.81
"Apache Spark TPC-DS - Scale Factor: 1 - Q36 (sec)",LIB,3.1,3.2,2.99
"Apache Spark TPC-DS - Scale Factor: 1 - Q37 (sec)",LIB,1.79,1.7,1.78
"Apache Spark TPC-DS - Scale Factor: 1 - Q38 (sec)",LIB,3.28,3.26,3.39
"Apache Spark TPC-DS - Scale Factor: 1 - Q39 (sec)",LIB,0.93,1,0.98
"Apache Spark TPC-DS - Scale Factor: 1 - Q40 (sec)",LIB,2.69,2.95,2.82
"Apache Spark TPC-DS - Scale Factor: 1 - Q41 (sec)",LIB,2.11,2.16,2.09
"Apache Spark TPC-DS - Scale Factor: 1 - Q42 (sec)",LIB,2.28,2.25,2.25
"Apache Spark TPC-DS - Scale Factor: 1 - Q43 (sec)",LIB,2.5,2.42,2.48
"Apache Spark TPC-DS - Scale Factor: 1 - Q44 (sec)",LIB,3.15,3.05,3.25
"Apache Spark TPC-DS - Scale Factor: 1 - Q45 (sec)",LIB,2.71,2.75,2.63
"Apache Spark TPC-DS - Scale Factor: 1 - Q46 (sec)",LIB,3.04,3.07,3.1
"Apache Spark TPC-DS - Scale Factor: 1 - Q47 (sec)",LIB,4.28,4.37,4.12
"Apache Spark TPC-DS - Scale Factor: 1 - Q48 (sec)",LIB,2.76,3.06,2.78
"Apache Spark TPC-DS - Scale Factor: 1 - Q49 (sec)",LIB,3.64,3.89,3.87
"Apache Spark TPC-DS - Scale Factor: 1 - Q50 (sec)",LIB,3,2.92,2.91
"Apache Spark TPC-DS - Scale Factor: 1 - Q51 (sec)",LIB,4.51,4.43,4.36
"Apache Spark TPC-DS - Scale Factor: 1 - Q52 (sec)",LIB,2.31,2.22,2.3
"Apache Spark TPC-DS - Scale Factor: 1 - Q53 (sec)",LIB,2.62,2.59,2.64
"Apache Spark TPC-DS - Scale Factor: 1 - Q54 (sec)",LIB,3.78,3.74,3.77
"Apache Spark TPC-DS - Scale Factor: 1 - Q55 (sec)",LIB,2.28,2.19,2.26
"Apache Spark TPC-DS - Scale Factor: 1 - Q56 (sec)",LIB,3.31,3.59,3.72
"Apache Spark TPC-DS - Scale Factor: 1 - Q57 (sec)",LIB,3.71,3.74,3.61
"Apache Spark TPC-DS - Scale Factor: 1 - Q58 (sec)",LIB,3.68,3.41,3.31
"Apache Spark TPC-DS - Scale Factor: 1 - Q59 (sec)",LIB,3.22,3.35,3.21
"Apache Spark TPC-DS - Scale Factor: 1 - Q60 (sec)",LIB,3.67,3.49,3.65
"Apache Spark TPC-DS - Scale Factor: 1 - Q61 (sec)",LIB,2.23,2.1,2.11
"Apache Spark TPC-DS - Scale Factor: 1 - Q62 (sec)",LIB,2.63,2.66,2.69
"Apache Spark TPC-DS - Scale Factor: 1 - Q63 (sec)",LIB,2.56,2.67,2.66
"Apache Spark TPC-DS - Scale Factor: 1 - Q64 (sec)",LIB,5.52,5.85,5.48
"Apache Spark TPC-DS - Scale Factor: 1 - Q65 (sec)",LIB,3.31,3.27,3.37
"Apache Spark TPC-DS - Scale Factor: 1 - Q66 (sec)",LIB,3.81,3.75,3.78
"Apache Spark TPC-DS - Scale Factor: 1 - Q67 (sec)",LIB,4.28,4.19,4.17
"Apache Spark TPC-DS - Scale Factor: 1 - Q68 (sec)",LIB,3.07,3.19,3.01
"Apache Spark TPC-DS - Scale Factor: 1 - Q69 (sec)",LIB,3.91,3.9,3.72
"Apache Spark TPC-DS - Scale Factor: 1 - Q70 (sec)",LIB,3.34,3.4,3.45
"Apache Spark TPC-DS - Scale Factor: 1 - Q71 (sec)",LIB,3.16,3.16,3.01
"Apache Spark TPC-DS - Scale Factor: 1 - Q72 (sec)",LIB,6.29,6.01,6.19
"Apache Spark TPC-DS - Scale Factor: 1 - Q73 (sec)",LIB,2.78,2.82,2.8
"Apache Spark TPC-DS - Scale Factor: 1 - Q74 (sec)",LIB,4.03,4.07,3.88
"Apache Spark TPC-DS - Scale Factor: 1 - Q75 (sec)",LIB,4.97,5.05,4.83
"Apache Spark TPC-DS - Scale Factor: 1 - Q76 (sec)",LIB,2.99,3,3.12
"Apache Spark TPC-DS - Scale Factor: 1 - Q77 (sec)",LIB,3.73,3.72,3.65
"Apache Spark TPC-DS - Scale Factor: 1 - Q78 (sec)",LIB,5.18,5.11,5.05
"Apache Spark TPC-DS - Scale Factor: 1 - Q79 (sec)",LIB,2.94,2.91,3.07
"Apache Spark TPC-DS - Scale Factor: 1 - Q80 (sec)",LIB,4.48,4.62,4.54
"Apache Spark TPC-DS - Scale Factor: 1 - Q81 (sec)",LIB,2.89,2.87,2.84
"Apache Spark TPC-DS - Scale Factor: 1 - Q82 (sec)",LIB,3.08,3.19,3.05
"Apache Spark TPC-DS - Scale Factor: 1 - Q83 (sec)",LIB,3.01,2.93,3.04
"Apache Spark TPC-DS - Scale Factor: 1 - Q84 (sec)",LIB,2.54,2.46,2.48
"Apache Spark TPC-DS - Scale Factor: 1 - Q85 (sec)",LIB,4.04,3.9,3.87
"Apache Spark TPC-DS - Scale Factor: 1 - Q86 (sec)",LIB,2.76,2.67,2.75
"Apache Spark TPC-DS - Scale Factor: 1 - Q87 (sec)",LIB,3.48,3.34,3.4
"Apache Spark TPC-DS - Scale Factor: 1 - Q88 (sec)",LIB,4,4.44,3.78
"Apache Spark TPC-DS - Scale Factor: 1 - Q89 (sec)",LIB,2.95,3.03,3.01
"Apache Spark TPC-DS - Scale Factor: 1 - Q90 (sec)",LIB,2.37,2.23,2.26
"Apache Spark TPC-DS - Scale Factor: 1 - Q91 (sec)",LIB,2.94,2.8,2.81
"Apache Spark TPC-DS - Scale Factor: 1 - Q92 (sec)",LIB,2.72,2.67,2.63
"Apache Spark TPC-DS - Scale Factor: 1 - Q93 (sec)",LIB,2.68,2.77,2.72
"Apache Spark TPC-DS - Scale Factor: 1 - Q94 (sec)",LIB,2.1,2.14,2.08
"Apache Spark TPC-DS - Scale Factor: 1 - Q95 (sec)",LIB,2.65,2.63,2.59
"Apache Spark TPC-DS - Scale Factor: 1 - Q96 (sec)",LIB,1.93,1.9,1.97
"Apache Spark TPC-DS - Scale Factor: 1 - Q97 (sec)",LIB,3.5,3.39,3.53
"Apache Spark TPC-DS - Scale Factor: 1 - Q98 (sec)",LIB,1.53,1.59,1.5
"Apache Spark TPC-DS - Scale Factor: 1 - Q99 (sec)",LIB,2.67,2.59,2.66
"Apache Spark TPC-DS - Scale Factor: 10 - Q01 (sec)",LIB,3.84,3.85,3.87
"Apache Spark TPC-DS - Scale Factor: 10 - Q02 (sec)",LIB,3.85,3.9,3.8
"Apache Spark TPC-DS - Scale Factor: 10 - Q03 (sec)",LIB,3.21,3.12,3.17
"Apache Spark TPC-DS - Scale Factor: 10 - Q04 (sec)",LIB,14.17,14.11,16.02
"Apache Spark TPC-DS - Scale Factor: 10 - Q05 (sec)",LIB,6.82,6.87,6.87
"Apache Spark TPC-DS - Scale Factor: 10 - Q06 (sec)",LIB,6.34,,
"Apache Spark TPC-DS - Scale Factor: 10 - Q07 (sec)",LIB,4.35,3.74,4.3
"Apache Spark TPC-DS - Scale Factor: 10 - Q08 (sec)",LIB,3.98,3.81,3.79
"Apache Spark TPC-DS - Scale Factor: 10 - Q09 (sec)",LIB,3.94,3.91,4.16
"Apache Spark TPC-DS - Scale Factor: 10 - Q10 (sec)",LIB,5,5.1,5.01
"Apache Spark TPC-DS - Scale Factor: 10 - Q11 (sec)",LIB,10.56,10.17,10.51
"Apache Spark TPC-DS - Scale Factor: 10 - Q12 (sec)",LIB,1.65,1.71,1.66
"Apache Spark TPC-DS - Scale Factor: 10 - Q13 (sec)",LIB,3.9,3.78,4.02
"Apache Spark TPC-DS - Scale Factor: 10 - Q14 (sec)",LIB,5.82,6.37,5.92
"Apache Spark TPC-DS - Scale Factor: 10 - Q15 (sec)",LIB,3.74,3.51,3.33
"Apache Spark TPC-DS - Scale Factor: 10 - Q17 (sec)",LIB,11.23,11.39,11.5
"Apache Spark TPC-DS - Scale Factor: 10 - Q18 (sec)",LIB,4.43,4.61,4.57
"Apache Spark TPC-DS - Scale Factor: 10 - Q19 (sec)",LIB,3.89,3.78,3.84
"Apache Spark TPC-DS - Scale Factor: 10 - Q20 (sec)",LIB,1.75,1.65,1.62
"Apache Spark TPC-DS - Scale Factor: 10 - Q21 (sec)",LIB,3.95,3.83,3.99
"Apache Spark TPC-DS - Scale Factor: 10 - Q22 (sec)",LIB,9.47,9.56,9.44
"Apache Spark TPC-DS - Scale Factor: 10 - Q23 (sec)",LIB,12.36,12.42,12.51
"Apache Spark TPC-DS - Scale Factor: 10 - Q24 (sec)",LIB,5.24,6.01,5.11
"Apache Spark TPC-DS - Scale Factor: 10 - Q25 (sec)",LIB,11.59,11.7,11.22
"Apache Spark TPC-DS - Scale Factor: 10 - Q26 (sec)",LIB,3.63,3.68,3.94
"Apache Spark TPC-DS - Scale Factor: 10 - Q27 (sec)",LIB,4.07,4.04,3.96
"Apache Spark TPC-DS - Scale Factor: 10 - Q28 (sec)",LIB,6.04,6.56,6.17
"Apache Spark TPC-DS - Scale Factor: 10 - Q29 (sec)",LIB,11.04,11.4,10.95
"Apache Spark TPC-DS - Scale Factor: 10 - Q30 (sec)",LIB,4.07,4.1,4.11
"Apache Spark TPC-DS - Scale Factor: 10 - Q31 (sec)",LIB,6.43,6.58,6.26
"Apache Spark TPC-DS - Scale Factor: 10 - Q32 (sec)",LIB,3.46,3.28,3.5
"Apache Spark TPC-DS - Scale Factor: 10 - Q33 (sec)",LIB,4.38,4.33,4.65
"Apache Spark TPC-DS - Scale Factor: 10 - Q34 (sec)",LIB,4.55,4.02,4.84
"Apache Spark TPC-DS - Scale Factor: 10 - Q35 (sec)",LIB,5.4,5.57,5.21
"Apache Spark TPC-DS - Scale Factor: 10 - Q36 (sec)",LIB,4,3.82,3.82
"Apache Spark TPC-DS - Scale Factor: 10 - Q37 (sec)",LIB,4.35,4.17,4.45
"Apache Spark TPC-DS - Scale Factor: 10 - Q38 (sec)",LIB,5.65,5.56,5.38
"Apache Spark TPC-DS - Scale Factor: 10 - Q39 (sec)",LIB,2.71,2.42,2.6
"Apache Spark TPC-DS - Scale Factor: 10 - Q40 (sec)",LIB,5.45,5.77,5.44
"Apache Spark TPC-DS - Scale Factor: 10 - Q41 (sec)",LIB,2.45,2.45,2.41
"Apache Spark TPC-DS - Scale Factor: 10 - Q42 (sec)",LIB,2.92,2.91,2.82
"Apache Spark TPC-DS - Scale Factor: 10 - Q43 (sec)",LIB,3.08,3.03,3
"Apache Spark TPC-DS - Scale Factor: 10 - Q44 (sec)",LIB,2.18,2.23,2.24
"Apache Spark TPC-DS - Scale Factor: 10 - Q45 (sec)",LIB,3.21,3.38,3.25
"Apache Spark TPC-DS - Scale Factor: 10 - Q46 (sec)",LIB,4.38,3.89,4.01
"Apache Spark TPC-DS - Scale Factor: 10 - Q47 (sec)",LIB,6,6.15,6.07
"Apache Spark TPC-DS - Scale Factor: 10 - Q48 (sec)",LIB,3.4,3.39,3.43
"Apache Spark TPC-DS - Scale Factor: 10 - Q49 (sec)",LIB,6.53,6.52,6.36
"Apache Spark TPC-DS - Scale Factor: 10 - Q50 (sec)",LIB,7.27,7.17,7.42
"Apache Spark TPC-DS - Scale Factor: 10 - Q51 (sec)",LIB,7.87,8.09,8.12
"Apache Spark TPC-DS - Scale Factor: 10 - Q52 (sec)",LIB,3.18,3.04,3.22
"Apache Spark TPC-DS - Scale Factor: 10 - Q53 (sec)",LIB,3.14,3.33,3.33
"Apache Spark TPC-DS - Scale Factor: 10 - Q54 (sec)",LIB,5.63,5.64,5.5
"Apache Spark TPC-DS - Scale Factor: 10 - Q55 (sec)",LIB,2.78,2.88,2.81
"Apache Spark TPC-DS - Scale Factor: 10 - Q56 (sec)",LIB,4.47,4.21,4.67
"Apache Spark TPC-DS - Scale Factor: 10 - Q57 (sec)",LIB,4.95,5.06,4.95
"Apache Spark TPC-DS - Scale Factor: 10 - Q58 (sec)",LIB,4.58,4.29,4.14
"Apache Spark TPC-DS - Scale Factor: 10 - Q59 (sec)",LIB,4.3,4.44,4.55
"Apache Spark TPC-DS - Scale Factor: 10 - Q60 (sec)",LIB,4.72,4.82,4.87
"Apache Spark TPC-DS - Scale Factor: 10 - Q61 (sec)",LIB,2.39,2.31,2.39
"Apache Spark TPC-DS - Scale Factor: 10 - Q62 (sec)",LIB,2.96,2.94,2.89
"Apache Spark TPC-DS - Scale Factor: 10 - Q63 (sec)",LIB,3.19,3.47,3.53
"Apache Spark TPC-DS - Scale Factor: 10 - Q64 (sec)",LIB,15.99,17.22,16.36
"Apache Spark TPC-DS - Scale Factor: 10 - Q65 (sec)",LIB,5.82,5.72,5.66
"Apache Spark TPC-DS - Scale Factor: 10 - Q66 (sec)",LIB,4.49,4.88,4.8
"Apache Spark TPC-DS - Scale Factor: 10 - Q67 (sec)",LIB,9.67,9.65,9.47
"Apache Spark TPC-DS - Scale Factor: 10 - Q68 (sec)",LIB,4.51,4.18,4.41
"Apache Spark TPC-DS - Scale Factor: 10 - Q69 (sec)",LIB,5.18,5.01,4.85
"Apache Spark TPC-DS - Scale Factor: 10 - Q70 (sec)",LIB,4.3,4.34,4.35
"Apache Spark TPC-DS - Scale Factor: 10 - Q71 (sec)",LIB,3.96,4.6,4.16
"Apache Spark TPC-DS - Scale Factor: 10 - Q72 (sec)",LIB,31.63,31.35,30.63
"Apache Spark TPC-DS - Scale Factor: 10 - Q73 (sec)",LIB,4.28,3.98,3.69
"Apache Spark TPC-DS - Scale Factor: 10 - Q74 (sec)",LIB,6.17,6.6,6.72
"Apache Spark TPC-DS - Scale Factor: 10 - Q75 (sec)",LIB,9.77,9.5,9.27
"Apache Spark TPC-DS - Scale Factor: 10 - Q76 (sec)",LIB,4.54,3.91,4.28
"Apache Spark TPC-DS - Scale Factor: 10 - Q77 (sec)",LIB,5.09,5.01,5.16
"Apache Spark TPC-DS - Scale Factor: 10 - Q78 (sec)",LIB,13.2,16.07,13.45
"Apache Spark TPC-DS - Scale Factor: 10 - Q79 (sec)",LIB,3.88,4.34,3.92
"Apache Spark TPC-DS - Scale Factor: 10 - Q80 (sec)",LIB,14.61,14.98,14.23
"Apache Spark TPC-DS - Scale Factor: 10 - Q81 (sec)",LIB,3.97,3.97,3.95
"Apache Spark TPC-DS - Scale Factor: 10 - Q82 (sec)",LIB,4.87,4.69,4.83
"Apache Spark TPC-DS - Scale Factor: 10 - Q83 (sec)",LIB,3.54,3.6,3.59
"Apache Spark TPC-DS - Scale Factor: 10 - Q84 (sec)",LIB,3.4,3.51,3.54
"Apache Spark TPC-DS - Scale Factor: 10 - Q85 (sec)",LIB,5.09,5.22,5.1
"Apache Spark TPC-DS - Scale Factor: 10 - Q86 (sec)",LIB,2.96,3,3.04
"Apache Spark TPC-DS - Scale Factor: 10 - Q87 (sec)",LIB,6.28,5.73,5.75
"Apache Spark TPC-DS - Scale Factor: 10 - Q88 (sec)",LIB,5.16,5.78,5.82
"Apache Spark TPC-DS - Scale Factor: 10 - Q89 (sec)",LIB,3.81,3.81,3.9
"Apache Spark TPC-DS - Scale Factor: 10 - Q90 (sec)",LIB,2.55,2.37,2.71
"Apache Spark TPC-DS - Scale Factor: 10 - Q91 (sec)",LIB,3.17,3.39,3.3
"Apache Spark TPC-DS - Scale Factor: 10 - Q92 (sec)",LIB,3.09,2.99,2.87
"Apache Spark TPC-DS - Scale Factor: 10 - Q93 (sec)",LIB,8.94,9.06,8.94
"Apache Spark TPC-DS - Scale Factor: 10 - Q94 (sec)",LIB,3.18,3.18,3.46
"Apache Spark TPC-DS - Scale Factor: 10 - Q95 (sec)",LIB,3.45,3.37,3.54
"Apache Spark TPC-DS - Scale Factor: 10 - Q96 (sec)",LIB,2.1,2.2,2.04
"Apache Spark TPC-DS - Scale Factor: 10 - Q97 (sec)",LIB,5.68,5.65,5.86
"Apache Spark TPC-DS - Scale Factor: 10 - Q98 (sec)",LIB,1.64,1.67,1.7
"Apache Spark TPC-DS - Scale Factor: 10 - Q99 (sec)",LIB,3.23,3.12,3.28
"Apache Spark TPC-DS - Scale Factor: 50 - Q01 (sec)",LIB,5.56,5.44,5.14
"Apache Spark TPC-DS - Scale Factor: 50 - Q02 (sec)",LIB,5.4,5.37,5.14
"Apache Spark TPC-DS - Scale Factor: 50 - Q03 (sec)",LIB,4.22,4.28,4.09
"Apache Spark TPC-DS - Scale Factor: 50 - Q05 (sec)",LIB,12.11,12.69,12.15
"Apache Spark TPC-DS - Scale Factor: 50 - Q06 (sec)",LIB,14.69,,14.53
"Apache Spark TPC-DS - Scale Factor: 50 - Q07 (sec)",LIB,6.24,6.45,6.36
"Apache Spark TPC-DS - Scale Factor: 50 - Q08 (sec)",LIB,4.99,5.62,5.31
"Apache Spark TPC-DS - Scale Factor: 50 - Q09 (sec)",LIB,7.06,7.09,6.93
"Apache Spark TPC-DS - Scale Factor: 50 - Q10 (sec)",LIB,7.15,6.83,6.62
"Apache Spark TPC-DS - Scale Factor: 50 - Q11 (sec)",LIB,29.65,30.04,28.64
"Apache Spark TPC-DS - Scale Factor: 50 - Q12 (sec)",LIB,1.82,1.84,1.83
"Apache Spark TPC-DS - Scale Factor: 50 - Q13 (sec)",LIB,6.24,6.22,5.98
"Apache Spark TPC-DS - Scale Factor: 50 - Q14 (sec)",LIB,19.26,19.05,19.2
"Apache Spark TPC-DS - Scale Factor: 50 - Q15 (sec)",LIB,5.53,5.56,5.33
"Apache Spark TPC-DS - Scale Factor: 50 - Q17 (sec)",LIB,34.6,34.98,34.92
"Apache Spark TPC-DS - Scale Factor: 50 - Q18 (sec)",LIB,6.71,6.88,6.63
"Apache Spark TPC-DS - Scale Factor: 50 - Q19 (sec)",LIB,5.62,5.72,5.76
"Apache Spark TPC-DS - Scale Factor: 50 - Q20 (sec)",LIB,1.8,1.75,1.8
"Apache Spark TPC-DS - Scale Factor: 50 - Q21 (sec)",LIB,4.77,4.57,4.63
"Apache Spark TPC-DS - Scale Factor: 50 - Q22 (sec)",LIB,11.07,11.16,11.24
"Apache Spark TPC-DS - Scale Factor: 50 - Q24 (sec)",LIB,19.39,20.16,19.58
"Apache Spark TPC-DS - Scale Factor: 50 - Q25 (sec)",LIB,34.19,35.68,35.09
"Apache Spark TPC-DS - Scale Factor: 50 - Q26 (sec)",LIB,4.89,5.08,4.72
"Apache Spark TPC-DS - Scale Factor: 50 - Q27 (sec)",LIB,6.68,6.39,6.66
"Apache Spark TPC-DS - Scale Factor: 50 - Q28 (sec)",LIB,12.55,12.76,12.21
"Apache Spark TPC-DS - Scale Factor: 50 - Q29 (sec)",LIB,35.32,36.49,
"Apache Spark TPC-DS - Scale Factor: 50 - Q30 (sec)",LIB,5.53,5.61,5.54
"Apache Spark TPC-DS - Scale Factor: 50 - Q31 (sec)",LIB,9.95,10.01,10.61
"Apache Spark TPC-DS - Scale Factor: 50 - Q32 (sec)",LIB,4.5,4.69,4.64
"Apache Spark TPC-DS - Scale Factor: 50 - Q33 (sec)",LIB,6.5,6.64,6.55
"Apache Spark TPC-DS - Scale Factor: 50 - Q34 (sec)",LIB,5.53,5.42,5.61
"Apache Spark TPC-DS - Scale Factor: 50 - Q35 (sec)",LIB,8.33,8.11,8.06
"Apache Spark TPC-DS - Scale Factor: 50 - Q36 (sec)",LIB,6.33,5.84,6.01
"Apache Spark TPC-DS - Scale Factor: 50 - Q37 (sec)",LIB,6.76,6.54,6.76
"Apache Spark TPC-DS - Scale Factor: 50 - Q38 (sec)",LIB,12.23,13.47,13.15
"Apache Spark TPC-DS - Scale Factor: 50 - Q39 (sec)",LIB,3.97,4,4.16
"Apache Spark TPC-DS - Scale Factor: 50 - Q40 (sec)",LIB,13.08,13.62,13.24
"Apache Spark TPC-DS - Scale Factor: 50 - Q41 (sec)",LIB,2.72,2.67,2.65
"Apache Spark TPC-DS - Scale Factor: 50 - Q42 (sec)",LIB,3.92,3.97,3.66
"Apache Spark TPC-DS - Scale Factor: 50 - Q43 (sec)",LIB,4.01,4.05,3.98
"Apache Spark TPC-DS - Scale Factor: 50 - Q44 (sec)",LIB,2.36,2.38,2.31
"Apache Spark TPC-DS - Scale Factor: 50 - Q45 (sec)",LIB,4.42,4.29,4.34
"Apache Spark TPC-DS - Scale Factor: 50 - Q46 (sec)",LIB,6.46,6.45,6.81
"Apache Spark TPC-DS - Scale Factor: 50 - Q47 (sec)",LIB,8.78,8.78,8.9
"Apache Spark TPC-DS - Scale Factor: 50 - Q48 (sec)",LIB,4.86,5.03,5.1
"Apache Spark TPC-DS - Scale Factor: 50 - Q49 (sec)",LIB,11.93,12.57,11.62
"Apache Spark TPC-DS - Scale Factor: 50 - Q50 (sec)",LIB,17.33,16.58,17.17
"Apache Spark TPC-DS - Scale Factor: 50 - Q51 (sec)",LIB,17.09,17.09,16.81
"Apache Spark TPC-DS - Scale Factor: 50 - Q52 (sec)",LIB,4.3,4.47,4.16
"Apache Spark TPC-DS - Scale Factor: 50 - Q53 (sec)",LIB,4.38,4.5,4.48
"Apache Spark TPC-DS - Scale Factor: 50 - Q54 (sec)",LIB,10.3,10.35,10.22
"Apache Spark TPC-DS - Scale Factor: 50 - Q55 (sec)",LIB,3.91,3.76,3.89
"Apache Spark TPC-DS - Scale Factor: 50 - Q56 (sec)",LIB,5.84,5.63,5.98
"Apache Spark TPC-DS - Scale Factor: 50 - Q57 (sec)",LIB,6.88,7.01,6.75
"Apache Spark TPC-DS - Scale Factor: 50 - Q58 (sec)",LIB,6.52,6.48,6.61
"Apache Spark TPC-DS - Scale Factor: 50 - Q59 (sec)",LIB,6.87,7.18,6.94
"Apache Spark TPC-DS - Scale Factor: 50 - Q60 (sec)",LIB,6.38,6.93,6.71
"Apache Spark TPC-DS - Scale Factor: 50 - Q61 (sec)",LIB,2.42,2.56,2.51
"Apache Spark TPC-DS - Scale Factor: 50 - Q62 (sec)",LIB,3.65,3.83,3.55
"Apache Spark TPC-DS - Scale Factor: 50 - Q63 (sec)",LIB,4.52,4.36,4.67
"Apache Spark TPC-DS - Scale Factor: 50 - Q64 (sec)",LIB,47.61,48.53,46.31
"Apache Spark TPC-DS - Scale Factor: 50 - Q65 (sec)",LIB,12.51,13,12.16
"Apache Spark TPC-DS - Scale Factor: 50 - Q66 (sec)",LIB,6.39,6.5,6.29
"Apache Spark TPC-DS - Scale Factor: 50 - Q67 (sec)",LIB,51.65,51.82,51.71
"Apache Spark TPC-DS - Scale Factor: 50 - Q68 (sec)",LIB,7.22,7,6.91
"Apache Spark TPC-DS - Scale Factor: 50 - Q69 (sec)",LIB,6.8,6.98,6.9
"Apache Spark TPC-DS - Scale Factor: 50 - Q70 (sec)",LIB,6.32,6.07,6.36
"Apache Spark TPC-DS - Scale Factor: 50 - Q71 (sec)",LIB,6.34,6.59,6.58
"Apache Spark TPC-DS - Scale Factor: 50 - Q72 (sec)",LIB,96.66,100.2,98
"Apache Spark TPC-DS - Scale Factor: 50 - Q73 (sec)",LIB,5.06,5.13,5.67
"Apache Spark TPC-DS - Scale Factor: 50 - Q74 (sec)",LIB,27.33,26.84,26.64
"Apache Spark TPC-DS - Scale Factor: 50 - Q76 (sec)",LIB,6.3,6.09,5.94
"Apache Spark TPC-DS - Scale Factor: 50 - Q77 (sec)",LIB,7.36,6.92,7.18
"Apache Spark TPC-DS - Scale Factor: 50 - Q78 (sec)",LIB,49.96,50.53,50.48
"Apache Spark TPC-DS - Scale Factor: 50 - Q79 (sec)",LIB,6.88,7.05,6.96
"Apache Spark TPC-DS - Scale Factor: 50 - Q80 (sec)",LIB,49.56,51.18,50.57
"Apache Spark TPC-DS - Scale Factor: 50 - Q81 (sec)",LIB,5.43,5.38,5.6
"Apache Spark TPC-DS - Scale Factor: 50 - Q82 (sec)",LIB,11.33,11.59,11.14
"Apache Spark TPC-DS - Scale Factor: 50 - Q83 (sec)",LIB,4.74,4.53,4.88
"Apache Spark TPC-DS - Scale Factor: 50 - Q84 (sec)",LIB,4.04,4.19,4.18
"Apache Spark TPC-DS - Scale Factor: 50 - Q85 (sec)",LIB,6.87,6.7,6.77
"Apache Spark TPC-DS - Scale Factor: 50 - Q86 (sec)",LIB,3.75,3.7,3.72
"Apache Spark TPC-DS - Scale Factor: 50 - Q87 (sec)",LIB,12.42,12.48,12.32
"Apache Spark TPC-DS - Scale Factor: 50 - Q88 (sec)",LIB,9.83,10.73,9.64
"Apache Spark TPC-DS - Scale Factor: 50 - Q89 (sec)",LIB,5.18,5.53,5.05
"Apache Spark TPC-DS - Scale Factor: 50 - Q90 (sec)",LIB,2.77,2.95,2.81
"Apache Spark TPC-DS - Scale Factor: 50 - Q91 (sec)",LIB,3.93,3.8,3.71
"Apache Spark TPC-DS - Scale Factor: 50 - Q92 (sec)",LIB,3.76,3.93,4.13
"Apache Spark TPC-DS - Scale Factor: 50 - Q93 (sec)",LIB,25.73,25.52,25.51
"Apache Spark TPC-DS - Scale Factor: 50 - Q94 (sec)",LIB,5.4,5.9,5.41
"Apache Spark TPC-DS - Scale Factor: 50 - Q95 (sec)",LIB,5.41,5.39,5.24
"Apache Spark TPC-DS - Scale Factor: 50 - Q96 (sec)",LIB,3.07,3.3,2.91
"Apache Spark TPC-DS - Scale Factor: 50 - Q97 (sec)",LIB,13.72,13.96,14.05
"Apache Spark TPC-DS - Scale Factor: 50 - Q98 (sec)",LIB,1.75,1.77,1.73
"Apache Spark TPC-DS - Scale Factor: 50 - Q99 (sec)",LIB,4.72,4.74,4.49
"Apache Spark TPC-DS - Scale Factor: 50 - Q04 (sec)",LIB,,45.64,45.22
"Apache Spark TPC-DS - Scale Factor: 50 - Q75 (sec)",LIB,,18.81,19.41
"Apache Spark TPC-DS - Scale Factor: 50 - Q23 (sec)",LIB,,,61.6