xm spark AMD Ryzen Threadripper PRO 7995WX 96-Cores testing with a HP 8B24 (U65 Ver. 01.01.04 BIOS) and NVIDIA RTX A4000 16GB on Ubuntu 23.10 via the Phoronix Test Suite. a: Processor: AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads), Motherboard: HP 8B24 (U65 Ver. 01.01.04 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1, Graphics: NVIDIA RTX A4000 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 535.129.03, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.147, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 b: Processor: AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads), Motherboard: HP 8B24 (U65 Ver. 01.01.04 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1, Graphics: NVIDIA RTX A4000 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 535.129.03, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.147, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 c: Processor: AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads), Motherboard: HP 8B24 (U65 Ver. 01.01.04 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1, Graphics: NVIDIA RTX A4000 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 535.129.03, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.147, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 Apache Spark TPC-H 3.5 Scale Factor: 1 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 1.51891356 |=============================================================== b . 1.47953148 |============================================================= c . 1.47767494 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q01 Seconds < Lower Is Better a . 3.11813903 |============================================================== b . 3.15593004 |=============================================================== c . 3.09720683 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q02 Seconds < Lower Is Better a . 1.50106955 |=============================================================== b . 1.41991067 |============================================================ c . 1.37367940 |========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q03 Seconds < Lower Is Better a . 2.51740241 |============================================================= b . 2.53519988 |============================================================== c . 2.58462906 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q04 Seconds < Lower Is Better a . 2.33742785 |=============================================================== b . 2.35218143 |=============================================================== c . 2.14378142 |========================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q05 Seconds < Lower Is Better a . 2.45946813 |=============================================================== b . 2.45459294 |=============================================================== c . 2.39056325 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q06 Seconds < Lower Is Better a . 0.37237483 |============================================================= b . 0.38475433 |=============================================================== c . 0.30270249 |================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q07 Seconds < Lower Is Better a . 2.50697136 |=============================================================== b . 2.34698224 |=========================================================== c . 2.42848158 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q08 Seconds < Lower Is Better a . 1.58599615 |============================================================== b . 1.59978378 |=============================================================== c . 1.57654107 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q09 Seconds < Lower Is Better a . 3.10479283 |============================================================= b . 3.18722510 |=============================================================== c . 3.09847164 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q10 Seconds < Lower Is Better a . 2.19158959 |=============================================================== b . 2.07343245 |============================================================ c . 2.11511016 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q11 Seconds < Lower Is Better a . 0.75734341 |=============================================================== b . 0.72336912 |============================================================ c . 0.69618446 |========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q12 Seconds < Lower Is Better a . 1.32404113 |============================================================= b . 1.36916709 |=============================================================== c . 1.28390682 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q13 Seconds < Lower Is Better a . 0.84505594 |=============================================================== b . 0.76787025 |========================================================= c . 0.84979033 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q14 Seconds < Lower Is Better a . 1.29217482 |============================================================ b . 1.35796571 |=============================================================== c . 1.35046673 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q15 Seconds < Lower Is Better a . 1.62079513 |=============================================================== b . 1.54829574 |============================================================ c . 1.55975080 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q16 Seconds < Lower Is Better a . 0.92593056 |============================================================== b . 0.83235848 |======================================================== c . 0.94181794 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q17 Seconds < Lower Is Better a . 2.03973651 |============================================================ b . 1.99548805 |========================================================== c . 2.15241623 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q18 Seconds < Lower Is Better a . 3.23498678 |============================================================== b . 3.30404043 |=============================================================== c . 3.07040811 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q19 Seconds < Lower Is Better a . 0.49329549 |=============================================================== b . 0.48743689 |============================================================== c . 0.48511827 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q20 Seconds < Lower Is Better a . 1.98389852 |=============================================================== b . 1.89088869 |============================================================ c . 1.86651027 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q21 Seconds < Lower Is Better a . 6.02661514 |=============================================================== b . 6.00196791 |=============================================================== c . 5.84427834 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q22 Seconds < Lower Is Better a . 0.76568067 |=============================================================== b . 0.69433546 |========================================================= c . 0.64223039 |===================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 4.96799863 |============================================================== b . 5.05491803 |=============================================================== c . 5.04063531 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q01 Seconds < Lower Is Better a . 4.49434376 |============================================================== b . 4.41376400 |============================================================ c . 4.60054493 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q02 Seconds < Lower Is Better a . 3.38484430 |============================================================= b . 3.47544336 |=============================================================== c . 3.37414861 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 10 - Q03 Seconds < Lower Is Better a . 6.13379049 |========================================================= b . 6.34404755 |=========================================================== c . 6.81219864 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q04 Seconds < Lower Is Better a . 5.05504417 |============================================================ b . 5.34387636 |=============================================================== c . 4.91738033 |========================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q05 Seconds < Lower Is Better a . 8.41058254 |=============================================================== b . 8.36106014 |=============================================================== c . 8.35870838 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q06 Seconds < Lower Is Better a . 1.56427085 |============================================================ b . 1.62478590 |=============================================================== c . 1.63041437 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q07 Seconds < Lower Is Better a . 6.51667595 |============================================================ b . 6.81242418 |============================================================== c . 6.87554359 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q08 Seconds < Lower Is Better a . 7.11018515 |=============================================================== b . 7.14162970 |=============================================================== c . 7.02749777 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q09 Seconds < Lower Is Better a . 11.03 |==================================================================== b . 10.62 |================================================================= c . 10.71 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q10 Seconds < Lower Is Better a . 6.88861942 |============================================================== b . 7.00270653 |=============================================================== c . 7.00415373 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q11 Seconds < Lower Is Better a . 3.71962643 |============================================================= b . 3.85801053 |=============================================================== c . 3.85913682 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q12 Seconds < Lower Is Better a . 4.49249029 |============================================================ b . 4.45917034 |============================================================ c . 4.67835808 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q13 Seconds < Lower Is Better a . 3.01429987 |============================================================ b . 3.12149072 |============================================================== c . 3.14841723 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q14 Seconds < Lower Is Better a . 3.02889991 |============================================================= b . 3.12050486 |=============================================================== c . 3.07320762 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q15 Seconds < Lower Is Better a . 2.91853523 |=============================================================== b . 2.92201185 |=============================================================== c . 2.92050409 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q16 Seconds < Lower Is Better a . 3.18672180 |=============================================================== b . 3.19056916 |=============================================================== c . 3.17122769 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q17 Seconds < Lower Is Better a . 6.41755915 |============================================================== b . 6.50297070 |=============================================================== c . 6.53743744 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q18 Seconds < Lower Is Better a . 8.24496555 |====================================================== b . 9.53253078 |=============================================================== c . 8.43839550 |======================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q19 Seconds < Lower Is Better a . 2.95919561 |=============================================================== b . 2.93612957 |=============================================================== c . 2.92710781 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q20 Seconds < Lower Is Better a . 5.55879831 |============================================================== b . 5.57176781 |============================================================== c . 5.62863016 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q21 Seconds < Lower Is Better a . 17.45 |=================================================================== b . 17.84 |==================================================================== c . 17.36 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q22 Seconds < Lower Is Better a . 2.37985826 |=========================================================== b . 2.39569354 |=========================================================== c . 2.55949187 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 13.42 |==================================================================== b . 13.44 |==================================================================== c . 13.51 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q01 Seconds < Lower Is Better a . 10.04 |=================================================================== b . 10.12 |=================================================================== c . 10.20 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q02 Seconds < Lower Is Better a . 7.35925674 |=============================================================== b . 7.31851864 |=============================================================== c . 7.10811806 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 50 - Q03 Seconds < Lower Is Better a . 21.64 |==================================================================== b . 21.54 |==================================================================== c . 18.05 |========================================================= Apache Spark TPC-H 3.5 Scale Factor: 50 - Q04 Seconds < Lower Is Better a . 13.12 |==================================================================== b . 12.19 |=============================================================== c . 12.77 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q05 Seconds < Lower Is Better a . 21.04 |================================================================== b . 21.53 |==================================================================== c . 19.81 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q06 Seconds < Lower Is Better a . 6.49295807 |============================================================== b . 6.49882984 |============================================================== c . 6.58869600 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q07 Seconds < Lower Is Better a . 17.29 |==================================================================== b . 17.31 |==================================================================== c . 17.23 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q08 Seconds < Lower Is Better a . 18.46 |=================================================================== b . 18.73 |==================================================================== c . 18.49 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q09 Seconds < Lower Is Better a . 25.20 |================================================================== b . 25.01 |================================================================= c . 26.16 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q10 Seconds < Lower Is Better a . 17.07 |==================================================================== b . 17.15 |==================================================================== c . 16.95 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q11 Seconds < Lower Is Better a . 6.78428793 |=============================================================== b . 6.60671139 |============================================================= c . 6.62817478 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q12 Seconds < Lower Is Better a . 14.23 |==================================================================== b . 13.83 |================================================================== c . 14.04 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q13 Seconds < Lower Is Better a . 6.99574947 |============================================================ b . 7.16858625 |============================================================== c . 7.28804493 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q14 Seconds < Lower Is Better a . 9.70560741 |=========================================================== b . 10.06569386 |============================================================= c . 10.18012333 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q15 Seconds < Lower Is Better a . 8.51527596 |=============================================================== b . 8.38387203 |============================================================== c . 8.26745319 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 50 - Q16 Seconds < Lower Is Better a . 7.47283697 |============================================================ b . 7.53124523 |============================================================= c . 7.81196070 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q17 Seconds < Lower Is Better a . 21.98 |==================================================================== b . 21.85 |==================================================================== c . 21.92 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q18 Seconds < Lower Is Better a . 25.00 |=================================================================== b . 25.02 |=================================================================== c . 25.22 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q19 Seconds < Lower Is Better a . 9.16332626 |============================================================== b . 9.28353310 |=============================================================== c . 9.21878719 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q20 Seconds < Lower Is Better a . 14.24 |==================================================================== b . 14.15 |==================================================================== c . 14.12 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q21 Seconds < Lower Is Better a . 57.33 |=================================================================== b . 57.93 |==================================================================== c . 56.83 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q22 Seconds < Lower Is Better a . 6.08925676 |=============================================================== b . 6.05252361 |=============================================================== c . 6.09238052 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 24.17 |================================================================== b . 24.89 |==================================================================== c . 25.00 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q01 Seconds < Lower Is Better a . 17.47 |==================================================================== b . 17.50 |==================================================================== c . 17.50 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q02 Seconds < Lower Is Better a . 10.38 |=================================================================== b . 10.55 |==================================================================== c . 10.39 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q03 Seconds < Lower Is Better a . 32.94 |================================================================ b . 30.53 |============================================================ c . 34.77 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q04 Seconds < Lower Is Better a . 22.33 |=========================================================== b . 25.06 |================================================================== c . 25.67 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q05 Seconds < Lower Is Better a . 33.92 |=================================================================== b . 34.68 |==================================================================== c . 34.23 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q06 Seconds < Lower Is Better a . 13.87 |================================================================== b . 13.94 |=================================================================== c . 14.25 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q07 Seconds < Lower Is Better a . 28.35 |================================================================ b . 30.20 |==================================================================== c . 29.12 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q08 Seconds < Lower Is Better a . 31.53 |=================================================================== b . 31.83 |==================================================================== c . 31.85 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q09 Seconds < Lower Is Better a . 46.22 |============================================================== b . 47.60 |================================================================ c . 50.96 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q10 Seconds < Lower Is Better a . 30.49 |============================================================= b . 33.99 |==================================================================== c . 32.76 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q11 Seconds < Lower Is Better a . 8.78064823 |============================================================== b . 8.79490376 |============================================================== c . 8.89297771 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q12 Seconds < Lower Is Better a . 22.74 |============================================================= b . 24.91 |=================================================================== c . 25.16 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q13 Seconds < Lower Is Better a . 11.03 |================================================================= b . 11.48 |==================================================================== c . 11.42 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q14 Seconds < Lower Is Better a . 19.64 |==================================================================== b . 19.32 |=================================================================== c . 19.00 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q15 Seconds < Lower Is Better a . 16.87 |==================================================================== b . 16.99 |==================================================================== c . 16.79 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q16 Seconds < Lower Is Better a . 12.22 |========================================================== b . 14.32 |==================================================================== c . 12.61 |============================================================ Apache Spark TPC-H 3.5 Scale Factor: 100 - Q17 Seconds < Lower Is Better a . 45.24 |================================================================== b . 44.40 |================================================================= c . 46.38 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q18 Seconds < Lower Is Better a . 51.25 |============================================================== b . 56.15 |==================================================================== c . 52.04 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q19 Seconds < Lower Is Better a . 18.49 |=================================================================== b . 18.81 |==================================================================== c . 18.88 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q20 Seconds < Lower Is Better a . 27.67 |=================================================================== b . 24.61 |============================================================ c . 28.08 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q21 Seconds < Lower Is Better a . 118.82 |================================================================== b . 114.37 |=============================================================== c . 121.33 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q22 Seconds < Lower Is Better a . 10.06 |============================================================== b . 10.88 |=================================================================== c . 10.98 |==================================================================== Xmrig 6.21 Variant: KawPow - Hash Count: 1M H/s > Higher Is Better a . 60295.4 |================================================================== b . 58309.0 |================================================================ c . 58496.6 |================================================================ Xmrig 6.21 Variant: Monero - Hash Count: 1M H/s > Higher Is Better a . 58795.9 |================================================================== b . 56869.9 |================================================================ c . 57800.1 |================================================================= Xmrig 6.21 Variant: Wownero - Hash Count: 1M H/s > Higher Is Better a . 72056.5 |================================================================== b . 71291.1 |================================================================= c . 72432.3 |================================================================== Xmrig 6.21 Variant: GhostRider - Hash Count: 1M H/s > Higher Is Better a . 13538.8 |================================================================== b . 13457.5 |================================================================= c . 13610.6 |================================================================== Xmrig 6.21 Variant: CryptoNight-Heavy - Hash Count: 1M H/s > Higher Is Better a . 57025.5 |================================================================== b . 56132.5 |================================================================= c . 56481.2 |================================================================= Xmrig 6.21 Variant: CryptoNight-Femto UPX2 - Hash Count: 1M H/s > Higher Is Better a . 57205.0 |================================================================== b . 56252.5 |================================================================= c . 56423.9 |=================================================================