Linux 6.0 AMD Threadripper 5965WX Benchmarks

AMD Ryzen Threadripper PRO 5965WX benchmarks on Linux 5.19 vs. 6.0 Git (9 August) by Michael Larabel for Phoronix.com.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2208107-NE-LINUX60TR68
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
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C/C++ Compiler Tests 9 Tests
CPU Massive 14 Tests
Creator Workloads 4 Tests
Database Test Suite 10 Tests
Encoding 3 Tests
Fortran Tests 3 Tests
Go Language Tests 3 Tests
HPC - High Performance Computing 9 Tests
Java Tests 2 Tests
Common Kernel Benchmarks 5 Tests
LAPACK (Linear Algebra Pack) Tests 2 Tests
Molecular Dynamics 7 Tests
MPI Benchmarks 3 Tests
Multi-Core 13 Tests
NVIDIA GPU Compute 2 Tests
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Programmer / Developer System Benchmarks 3 Tests
Scientific Computing 7 Tests
Server 12 Tests
Server CPU Tests 10 Tests
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Video Encoding 3 Tests

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Linux 5.19
August 08 2022
  1 Day, 3 Hours, 50 Minutes
Linux 6.0 Git
August 09 2022
  22 Hours, 51 Minutes
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  1 Day, 1 Hour, 20 Minutes
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Linux 5.19

Processor: AMD Ryzen Threadripper PRO 5965WX 24-Cores @ 3.80GHz (24 Cores / 48 Threads), Motherboard: ASUS Pro WS WRX80E-SAGE SE WIFI (1003 BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0, Graphics: ASUS NVIDIA NV106 2GB, Audio: AMD Starship/Matisse, Monitor: VA2431, Network: 2 x Intel 10G X550T + Intel Wi-Fi 6 AX200

OS: Ubuntu 22.04, Kernel: 5.19.0-051900-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server 1.21.1.3 + Wayland, Display Driver: nouveau, OpenGL: 4.3 Mesa 22.0.1, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Disk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa008203
Java Notes: OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.4
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Linux 6.0 Git

OS: Ubuntu 22.04, Kernel: 5.19.0-051900daily20220809-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server 1.21.1.3 + Wayland, Display Driver: nouveau, OpenGL: 4.3 Mesa 22.0.1, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080

Linux 6.0 AMD Threadripper 5965WX BenchmarksOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen Threadripper PRO 5965WX 24-Cores @ 3.80GHz (24 Cores / 48 Threads)ASUS Pro WS WRX80E-SAGE SE WIFI (1003 BIOS)AMD Starship/Matisse128GB1000GB Western Digital WDS100T1X0E-00AFY0ASUS NVIDIA NV106 2GBAMD Starship/MatisseVA24312 x Intel 10G X550T + Intel Wi-Fi 6 AX200Ubuntu 22.045.19.0-051900-generic (x86_64)5.19.0-051900daily20220809-generic (x86_64)GNOME Shell 42.2X Server 1.21.1.3 + Waylandnouveau4.3 Mesa 22.0.11.2.204GCC 11.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionLinux 6.0 AMD Threadripper 5965WX Benchmarks PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - NONE / errors=remount-ro,relatime,rw / Block Size: 4096- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa008203- OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04)- Python 3.10.4- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Linux 5.19 vs. Linux 6.0 Git ComparisonPhoronix Test SuiteBaseline+16.3%+16.3%+32.6%+32.6%+48.9%+48.9%65%29.5%21.8%20.3%19.6%9.7%9.2%6.6%6.6%5.7%5.7%5.5%5.1%5%4.3%3.8%3.8%3.6%3.4%3.4%3.3%3.3%3.1%2.9%2.9%2.8%2.8%2.6%2.4%2.3%2.2%2.1%2.1%Socket ActivityContext Switching1 - 500 - Read Write - Average LatencyFutex1 - 500 - Read Write1000000 - 2000 - R.T.TGET9.4%Seq Read - IO_uring - Yes - Yes - 2MB100 - 500 - Read Only - Average Latency100 - 500 - Read OnlyMEMFD100 - 100 - Read Only - Average Latency100 - 100 - Read Only1 - 500 - Read Only - Average Latency1 - 500 - Read OnlySeq Write - IO_uring - Yes - Yes - 2MB40000000 - 2000 - S.5.B.T1000000 - 500 - B.I.J.T.TRand Read - IO_uring - Yes - No - 4KB1000000 - 2000 - I.J.T.T100 - 250 - Read Only - Average Latency40000000 - 100 - I.J.T.T3.4%100 - 250 - Read Only10001000000 - 100 - S.5.B.T3.1%1000000 - 500 - Group By Test Time10001.R.W.A.D.T.RRand Read - IO_uring - Yes - Yes - 4KBMemory Copying40000000 - 500 - I.J.T.T1000000 - 2000 - B.I.J.T.T2.6%40000000 - 100 - S.5.B.T1.R.W.A.D.S.RTimed Time - Size 1,0002.2%5001000000 - 500 - I.J.T.T1000000 - 500 - S.5.B.T2.1%100Stress-NGStress-NGPostgreSQL pgbenchStress-NGPostgreSQL pgbenchApache SparkRedisFlexible IO TesterPostgreSQL pgbenchPostgreSQL pgbenchStress-NGPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchFlexible IO TesterApache SparkApache SparkFlexible IO TesterApache SparkPostgreSQL pgbenchApache SparkPostgreSQL pgbenchApache HTTP ServerApache SparkApache SparknginxClickHouseFlexible IO TesterStress-NGApache SparkApache SparkApache SparkClickHouseSQLite SpeedtestnginxApache SparkApache SparknginxLinux 5.19Linux 6.0 Git

Linux 6.0 AMD Threadripper 5965WX Benchmarksstress-ng: Futexspark: 1000000 - 2000 - Repartition Test Timeredis: GETfio: Seq Read - IO_uring - Yes - Yes - 2MB - Default Test Directorypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlystress-ng: MEMFDpgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 100 - Read Onlypgbench: 1 - 500 - Read Only - Average Latencypgbench: 1 - 500 - Read Onlyfio: Seq Write - IO_uring - Yes - Yes - 2MB - Default Test Directoryspark: 40000000 - 2000 - SHA-512 Benchmark Timefio: Rand Read - IO_uring - Yes - No - 4KB - Default Test Directorypgbench: 100 - 250 - Read Only - Average Latencyspark: 40000000 - 100 - Inner Join Test Timepgbench: 100 - 250 - Read Onlyapache: 1000spark: 1000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 500 - Group By Test Timenginx: 1000clickhouse: 100M Rows Web Analytics Dataset, Third Runfio: Rand Read - IO_uring - Yes - Yes - 4KB - Default Test Directorystress-ng: Memory Copyingspark: 40000000 - 500 - Inner Join Test Timespark: 40000000 - 100 - SHA-512 Benchmark Timeclickhouse: 100M Rows Web Analytics Dataset, Second Runsqlite-speedtest: Timed Time - Size 1,000nginx: 500spark: 1000000 - 500 - SHA-512 Benchmark Timenginx: 100spark: 40000000 - 100 - Group By Test Timepgbench: 1000 - 500 - Read Writeclickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cachespark: 1000000 - 2000 - Group By Test Timenginx: 200pgbench: 1000 - 500 - Read Write - Average Latencyfio: Seq Write - IO_uring - No - Yes - 2MB - Default Test Directoryspark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframepgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlyopenfoam: drivaerFastback, Small Mesh Size - Mesh Timestress-ng: Mallocpennant: leblancbigsvt-hevc: 7 - Bosphorus 4Kpgbench: 1000 - 100 - Read Only - Average Latencyspark: 1000000 - 500 - Repartition Test Timepgbench: 1000 - 500 - Read Onlypgbench: 1000 - 500 - Read Only - Average Latencyspark: 1000000 - 500 - Calculate Pi Benchmarkpgbench: 1000 - 100 - Read Onlyspark: 40000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 500 - Group By Test Timelammps: Rhodopsin Proteinbuild-linux-kernel: allmodconfigkeydb: spark: 40000000 - 500 - Repartition Test Timenwchem: C240 Buckyballspark: 1000000 - 100 - Group By Test Timepgbench: 1 - 250 - Read Onlymysqlslap: 64openfoam: drivaerFastback, Small Mesh Size - Execution Timespark: 1000000 - 100 - Broadcast Inner Join Test Timesvt-av1: Preset 12 - Bosphorus 4Kbuild-linux-kernel: defconfigtensorflow-lite: Mobilenet Quantstress-ng: CPU Stressapache: 500influxdb: 64 - 10000 - 2,5000,1 - 10000spark: 40000000 - 2000 - Repartition Test Timepgbench: 1 - 100 - Read Writecassandra: Writespgbench: 1 - 250 - Read Only - Average Latencypgbench: 1 - 100 - Read Write - Average Latencyspark: 40000000 - 2000 - Broadcast Inner Join Test Timestress-ng: IO_uringspark: 1000000 - 100 - Calculate Pi Benchmarksvt-vp9: Visual Quality Optimized - Bosphorus 4Kpgbench: 1 - 100 - Read Onlyspark: 40000000 - 500 - Calculate Pi Benchmarkstress-ng: Semaphoresspark: 1000000 - 100 - Repartition Test Timebuild-gcc: Time To Compilespark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 100 - Calculate Pi Benchmarkspark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframeredis: SETspark: 40000000 - 100 - Broadcast Inner Join Test Timespark: 40000000 - 2000 - Inner Join Test Timeblender: Fishy Cat - CPU-Onlytensorflow-lite: NASNet Mobilewrf: conus 2.5kmrocksdb: Update Randspark: 40000000 - 100 - Repartition Test Timerocksdb: Rand Readblender: Barbershop - CPU-Onlylulesh: blender: Pabellon Barcelona - CPU-Onlysvt-av1: Preset 10 - Bosphorus 4Ktensorflow-lite: Inception V4svt-hevc: 10 - Bosphorus 4Kstress-ng: SENDFILEstress-ng: Glibc Qsort Data Sortingsvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Kapache: 200spark: 1000000 - 2000 - SHA-512 Benchmark Timenamd: ATPase Simulation - 327,506 Atomsspark: 40000000 - 2000 - Group By Test Timesvt-hevc: 1 - Bosphorus 4Kpennant: sedovbigstress-ng: Vector Mathspark: 40000000 - 500 - SHA-512 Benchmark Timestress-ng: Cryptostress-ng: Glibc C String Functionstensorflow-lite: Inception ResNet V2spark: 40000000 - 2000 - Calculate Pi Benchmarkstress-ng: MMAPmysqlslap: 32tensorflow-lite: Mobilenet Floatlammps: 20k Atomsrocksdb: Read Rand Write Randstress-ng: System V Message Passingsvt-av1: Preset 8 - Bosphorus 4Kblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlytensorflow-lite: SqueezeNetstress-ng: Forkingrocksdb: Read While Writingsvt-av1: Preset 4 - Bosphorus 4Kinfluxdb: 4 - 10000 - 2,5000,1 - 10000spark: 40000000 - 500 - Broadcast Inner Join Test Timestress-ng: Atomicstress-ng: Matrix Mathgromacs: MPI CPU - water_GMX50_barepgbench: 1 - 100 - Read Only - Average Latencyspark: 1000000 - 2000 - Calculate Pi Benchmarkstress-ng: Context Switchingstress-ng: Socket Activitypgbench: 1 - 500 - Read Write - Average Latencypgbench: 1 - 500 - Read Writepgbench: 1 - 250 - Read Write - Average Latencypgbench: 1 - 250 - Read Writespark: 1000000 - 2000 - Broadcast Inner Join Test Timespark: 1000000 - 2000 - Inner Join Test Timespark: 1000000 - 500 - Broadcast Inner Join Test Timespark: 1000000 - 500 - Inner Join Test Timespark: 1000000 - 100 - Inner Join Test Timesvt-vp9: VMAF Optimized - Bosphorus 4KLinux 5.19Linux 6.0 Git2837398.251.812892317.4237000.5798640941035.700.1119052720.540925957169825.762513330.27518.6490995999071.022.873.98225805.19313.182513336933.4819.5026.62309.7447.283224589.612.81213352.4716.7524654297.274.18219701.1620.34248673.400.358697591158.2294184605.5712.17622106.200.1531.516867720.72851.106540703.383.4317.0318.817391.686570556.1016.343760.73.9197594513081296.841.03199.36736.1012364.9468795.6598005.451837069.016.1018692409790.25653.49118.7634982.4750.81121.33102350050.554959106.641.50634.3573.3450.683.373.372314031.0220.3218.9763.1216163.525826.43575955016.31174010757526.159394.8298161.94140.53024243.5194.53622103.06382.42141.98106141.583.150.6461116.566.8119.47428203776.4627.3248753.524297510.0629920.150.73389.2928171611.1919.263305661110226013.5576.10649.75130.682219.5061488.4651983282.8531507428.020.65193896.54126724.153.5050.09850.548189745.9322444.11854.572613210.18311951.531.831.101.431.37132.143414371.821.652643108.5040390.5439211551094.990.1059551880.514971826177124.822603330.26619.27939792102304.142.963.86232445.48322.282583337125.2619.0026.00316.7548.311229418.852.87217757.7217.0624214302.664.11223087.8920.65449403.450.353707382156.0492910187.8112.01423107.610.1511.536958310.71950.506618263.423.3917.2218.610387.407564331.6516.523800.43.8798596812951284.271.04201.28235.7652343.6368178.8098820.661852328.115.9718842428880.25453.08118.6235242.6950.44120.45101612750.904992892.411.51630.5433.3650.383.393.392301100.0220.4319.0762.7916079.625698.2575582616.39173169211523.729354.0148161.25139.93824342.8193.79624401.64383.77142.44106485.413.140.6481016.516.8319.42292204301.8327.3948875.134287042.2629985.750.84390.0128121613.9919.230306172110212614.5676.01149.69130.532217.0261423.0151928102.8511506389.620.64193990.30126764.823.5060.09850.5410604610.0437043.02701.445733206.36112121.571.771.061.401.39131.88OpenBenchmarking.org

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: FutexLinux 5.19Linux 6.0 Git700K1400K2100K2800K3500KSE +/- 29708.05, N = 5SE +/- 28285.80, N = 82837398.253414371.821. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeLinux 5.19Linux 6.0 Git0.40730.81461.22191.62922.0365SE +/- 0.03, N = 9SE +/- 0.02, N = 31.811.65

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETLinux 5.19Linux 6.0 Git600K1200K1800K2400K3000KSE +/- 32714.26, N = 3SE +/- 37517.15, N = 32892317.422643108.501. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 3.29Type: Sequential Read - Engine: IO_uring - Buffered: Yes - Direct: Yes - Block Size: 2MB - Disk Target: Default Test DirectoryLinux 5.19Linux 6.0 Git9001800270036004500SE +/- 7.13, N = 3SE +/- 15.31, N = 3370040391. (CC) gcc options: -rdynamic -ltcmalloc -ll -lnuma -lz -lm -lpthread -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyLinux 5.19Linux 6.0 Git0.13030.26060.39090.52120.6515SE +/- 0.001, N = 3SE +/- 0.003, N = 30.5790.5431. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyLinux 5.19Linux 6.0 Git200K400K600K800K1000KSE +/- 1159.30, N = 3SE +/- 4433.98, N = 38640949211551. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MEMFDLinux 5.19Linux 6.0 Git2004006008001000SE +/- 0.92, N = 3SE +/- 1.04, N = 31035.701094.991. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average LatencyLinux 5.19Linux 6.0 Git0.0250.050.0750.10.125SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1110.1051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read OnlyLinux 5.19Linux 6.0 Git200K400K600K800K1000KSE +/- 12941.14, N = 3SE +/- 5729.25, N = 39052729551881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 500 - Mode: Read Only - Average LatencyLinux 5.19Linux 6.0 Git0.12150.2430.36450.4860.6075SE +/- 0.001, N = 3SE +/- 0.003, N = 30.5400.5141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 500 - Mode: Read OnlyLinux 5.19Linux 6.0 Git200K400K600K800K1000KSE +/- 1502.81, N = 3SE +/- 4924.32, N = 39259579718261. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 3.29Type: Sequential Write - Engine: IO_uring - Buffered: Yes - Direct: Yes - Block Size: 2MB - Disk Target: Default Test DirectoryLinux 5.19Linux 6.0 Git400800120016002000SE +/- 14.38, N = 3SE +/- 15.13, N = 15169817711. (CC) gcc options: -rdynamic -ltcmalloc -ll -lnuma -lz -lm -lpthread -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark TimeLinux 5.19Linux 6.0 Git612182430SE +/- 0.12, N = 3SE +/- 0.14, N = 325.7624.82

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.29Type: Random Read - Engine: IO_uring - Buffered: Yes - Direct: No - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 5.19Linux 6.0 Git60K120K180K240K300KSE +/- 333.33, N = 3SE +/- 881.92, N = 32513332603331. (CC) gcc options: -rdynamic -ltcmalloc -ll -lnuma -lz -lm -lpthread -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.19Linux 6.0 Git0.06190.12380.18570.24760.3095SE +/- 0.002, N = 3SE +/- 0.002, N = 30.2750.2661. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test TimeLinux 5.19Linux 6.0 Git510152025SE +/- 0.03, N = 12SE +/- 0.29, N = 318.6419.27

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyLinux 5.19Linux 6.0 Git200K400K600K800K1000KSE +/- 5489.40, N = 3SE +/- 7678.74, N = 39099599397921. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000Linux 5.19Linux 6.0 Git20K40K60K80K100KSE +/- 1024.28, N = 3SE +/- 277.50, N = 399071.02102304.141. (CC) gcc options: -shared -fPIC -O2

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeLinux 5.19Linux 6.0 Git0.6661.3321.9982.6643.33SE +/- 0.04, N = 3SE +/- 0.03, N = 52.872.96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeLinux 5.19Linux 6.0 Git0.89551.7912.68653.5824.4775SE +/- 0.04, N = 3SE +/- 0.03, N = 33.983.86

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000Linux 5.19Linux 6.0 Git50K100K150K200K250KSE +/- 137.37, N = 3SE +/- 939.83, N = 3225805.19232445.481. (CC) gcc options: -lcrypt -lz -O3 -march=native

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all queries performed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse100M Rows Web Analytics Dataset, Third RunLinux 5.19Linux 6.0 Git70140210280350SE +/- 3.21, N = 6SE +/- 1.76, N = 15313.18322.28MIN: 28.05 / MAX: 15000MIN: 27.91 / MAX: 200001. ClickHouse server version 22.7.1.687 (official build).

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.29Type: Random Read - Engine: IO_uring - Buffered: Yes - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 5.19Linux 6.0 Git60K120K180K240K300KSE +/- 333.33, N = 3SE +/- 2666.67, N = 32513332583331. (CC) gcc options: -rdynamic -ltcmalloc -ll -lnuma -lz -lm -lpthread -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Memory CopyingLinux 5.19Linux 6.0 Git15003000450060007500SE +/- 17.64, N = 3SE +/- 11.72, N = 36933.487125.261. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeLinux 5.19Linux 6.0 Git510152025SE +/- 0.29, N = 5SE +/- 0.21, N = 319.5019.00

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark TimeLinux 5.19Linux 6.0 Git612182430SE +/- 0.22, N = 12SE +/- 0.14, N = 326.6226.00

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all queries performed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse100M Rows Web Analytics Dataset, Second RunLinux 5.19Linux 6.0 Git70140210280350SE +/- 2.86, N = 6SE +/- 2.39, N = 15309.74316.75MIN: 28.36 / MAX: 30000MIN: 27.92 / MAX: 300001. ClickHouse server version 22.7.1.687 (official build).

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Linux 5.19Linux 6.0 Git1122334455SE +/- 0.06, N = 3SE +/- 0.11, N = 347.2848.311. (CC) gcc options: -O2 -lz

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500Linux 5.19Linux 6.0 Git50K100K150K200K250KSE +/- 215.38, N = 3SE +/- 493.62, N = 3224589.61229418.851. (CC) gcc options: -lcrypt -lz -O3 -march=native

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeLinux 5.19Linux 6.0 Git0.64581.29161.93742.58323.229SE +/- 0.02, N = 3SE +/- 0.02, N = 32.812.87

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 100Linux 5.19Linux 6.0 Git50K100K150K200K250KSE +/- 213.14, N = 3SE +/- 650.67, N = 3213352.47217757.721. (CC) gcc options: -lcrypt -lz -O3 -march=native

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Group By Test TimeLinux 5.19Linux 6.0 Git48121620SE +/- 0.05, N = 12SE +/- 0.06, N = 316.7517.06

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read WriteLinux 5.19Linux 6.0 Git5K10K15K20K25KSE +/- 408.27, N = 12SE +/- 265.22, N = 324654242141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all queries performed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse100M Rows Web Analytics Dataset, First Run / Cold CacheLinux 5.19Linux 6.0 Git70140210280350SE +/- 2.72, N = 6SE +/- 2.43, N = 15297.27302.66MIN: 27.55 / MAX: 30000MIN: 27.35 / MAX: 200001. ClickHouse server version 22.7.1.687 (official build).

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeLinux 5.19Linux 6.0 Git0.94051.8812.82153.7624.7025SE +/- 0.03, N = 9SE +/- 0.07, N = 34.184.11

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200Linux 5.19Linux 6.0 Git50K100K150K200K250KSE +/- 283.12, N = 3SE +/- 559.04, N = 3219701.16223087.891. (CC) gcc options: -lcrypt -lz -O3 -march=native

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average LatencyLinux 5.19Linux 6.0 Git510152025SE +/- 0.34, N = 12SE +/- 0.22, N = 320.3420.651. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 3.29Type: Sequential Write - Engine: IO_uring - Buffered: No - Direct: Yes - Block Size: 2MB - Disk Target: Default Test DirectoryLinux 5.19Linux 6.0 Git11002200330044005500SE +/- 0.33, N = 3SE +/- 3.28, N = 3486749401. (CC) gcc options: -rdynamic -ltcmalloc -ll -lnuma -lz -lm -lpthread -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeLinux 5.19Linux 6.0 Git0.77631.55262.32893.10523.8815SE +/- 0.00, N = 3SE +/- 0.02, N = 33.403.45

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.19Linux 6.0 Git0.08060.16120.24180.32240.403SE +/- 0.000, N = 3SE +/- 0.000, N = 30.3580.3531. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read OnlyLinux 5.19Linux 6.0 Git150K300K450K600K750KSE +/- 797.72, N = 3SE +/- 752.20, N = 36975917073821. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 9Input: drivaerFastback, Small Mesh Size - Mesh TimeLinux 5.19Linux 6.0 Git306090120150158.22156.041. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MallocLinux 5.19Linux 6.0 Git20M40M60M80M100MSE +/- 184029.05, N = 3SE +/- 90607.11, N = 394184605.5792910187.811. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigLinux 5.19Linux 6.0 Git3691215SE +/- 0.04, N = 3SE +/- 0.03, N = 312.1812.011. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git20406080100SE +/- 0.42, N = 3SE +/- 0.13, N = 3106.20107.611. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average LatencyLinux 5.19Linux 6.0 Git0.03440.06880.10320.13760.172SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1530.1511. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeLinux 5.19Linux 6.0 Git0.34430.68861.03291.37721.7215SE +/- 0.04, N = 3SE +/- 0.04, N = 31.511.53

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read OnlyLinux 5.19Linux 6.0 Git150K300K450K600K750KSE +/- 5739.99, N = 3SE +/- 1299.26, N = 36867726958311. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average LatencyLinux 5.19Linux 6.0 Git0.16380.32760.49140.65520.819SE +/- 0.006, N = 3SE +/- 0.001, N = 30.7280.7191. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkLinux 5.19Linux 6.0 Git1224364860SE +/- 0.07, N = 3SE +/- 0.40, N = 351.1050.50

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 100 - Mode: Read OnlyLinux 5.19Linux 6.0 Git140K280K420K560K700KSE +/- 1151.60, N = 3SE +/- 1214.39, N = 36540706618261. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeLinux 5.19Linux 6.0 Git0.76951.5392.30853.0783.8475SE +/- 0.01, N = 12SE +/- 0.03, N = 33.383.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeLinux 5.19Linux 6.0 Git0.77181.54362.31543.08723.859SE +/- 0.03, N = 3SE +/- 0.02, N = 33.433.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeLinux 5.19Linux 6.0 Git48121620SE +/- 0.05, N = 5SE +/- 0.02, N = 317.0317.22

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinLinux 5.19Linux 6.0 Git510152025SE +/- 0.15, N = 15SE +/- 0.22, N = 1518.8218.611. (CXX) g++ options: -O3 -lm -ldl

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.18Build: allmodconfigLinux 5.19Linux 6.0 Git80160240320400SE +/- 0.23, N = 3SE +/- 0.24, N = 3391.69387.41

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.2.0Linux 5.19Linux 6.0 Git120K240K360K480K600KSE +/- 1859.69, N = 3SE +/- 3422.40, N = 3570556.10564331.651. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeLinux 5.19Linux 6.0 Git48121620SE +/- 0.07, N = 5SE +/- 0.31, N = 316.3416.52

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballLinux 5.19Linux 6.0 Git80016002400320040003760.73800.41. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeLinux 5.19Linux 6.0 Git0.87981.75962.63943.51924.399SE +/- 0.03, N = 3SE +/- 0.05, N = 53.913.87

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 250 - Mode: Read OnlyLinux 5.19Linux 6.0 Git200K400K600K800K1000KSE +/- 5873.54, N = 3SE +/- 9991.99, N = 39759459859681. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 64Linux 5.19Linux 6.0 Git30060090012001500SE +/- 2.49, N = 3SE +/- 3.49, N = 3130812951. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 9Input: drivaerFastback, Small Mesh Size - Execution TimeLinux 5.19Linux 6.0 Git300600900120015001296.841284.271. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeLinux 5.19Linux 6.0 Git0.2340.4680.7020.9361.17SE +/- 0.02, N = 3SE +/- 0.01, N = 51.031.04

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git4080120160200SE +/- 0.07, N = 3SE +/- 0.60, N = 3199.37201.281. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.18Build: defconfigLinux 5.19Linux 6.0 Git816243240SE +/- 0.34, N = 3SE +/- 0.34, N = 336.1035.77

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet QuantLinux 5.19Linux 6.0 Git5001000150020002500SE +/- 17.38, N = 3SE +/- 8.75, N = 32364.942343.63

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU StressLinux 5.19Linux 6.0 Git15K30K45K60K75KSE +/- 163.73, N = 3SE +/- 439.35, N = 368795.6568178.801. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500Linux 5.19Linux 6.0 Git20K40K60K80K100KSE +/- 496.55, N = 3SE +/- 751.01, N = 398005.4598820.661. (CC) gcc options: -shared -fPIC -O2

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.19Linux 6.0 Git400K800K1200K1600K2000KSE +/- 13755.71, N = 3SE +/- 4143.16, N = 31837069.01852328.1

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeLinux 5.19Linux 6.0 Git48121620SE +/- 0.22, N = 3SE +/- 0.05, N = 316.1015.97

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 100 - Mode: Read WriteLinux 5.19Linux 6.0 Git400800120016002000SE +/- 3.21, N = 3SE +/- 3.02, N = 3186918841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesLinux 5.19Linux 6.0 Git50K100K150K200K250KSE +/- 736.88, N = 3SE +/- 1331.64, N = 3240979242888

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.19Linux 6.0 Git0.05760.11520.17280.23040.288SE +/- 0.002, N = 3SE +/- 0.002, N = 30.2560.2541. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average LatencyLinux 5.19Linux 6.0 Git1224364860SE +/- 0.09, N = 3SE +/- 0.09, N = 353.4953.081. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test TimeLinux 5.19Linux 6.0 Git510152025SE +/- 0.22, N = 3SE +/- 0.06, N = 318.7618.62

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: IO_uringLinux 5.19Linux 6.0 Git8K16K24K32K40KSE +/- 80.10, N = 3SE +/- 15.21, N = 334982.4735242.691. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkLinux 5.19Linux 6.0 Git1122334455SE +/- 0.24, N = 3SE +/- 0.23, N = 550.8150.44

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git306090120150SE +/- 0.31, N = 3SE +/- 0.25, N = 3121.33120.451. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 100 - Mode: Read OnlyLinux 5.19Linux 6.0 Git200K400K600K800K1000KSE +/- 5050.91, N = 3SE +/- 6601.87, N = 3102350010161271. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkLinux 5.19Linux 6.0 Git1122334455SE +/- 0.15, N = 5SE +/- 0.06, N = 350.5550.90

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SemaphoresLinux 5.19Linux 6.0 Git1.1M2.2M3.3M4.4M5.5MSE +/- 1452.39, N = 3SE +/- 692.87, N = 34959106.644992892.411. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeLinux 5.19Linux 6.0 Git0.33980.67961.01941.35921.699SE +/- 0.01, N = 3SE +/- 0.03, N = 51.501.51

Timed GCC Compilation

This test times how long it takes to build the GNU Compiler Collection (GCC) compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 11.2.0Time To CompileLinux 5.19Linux 6.0 Git140280420560700SE +/- 0.27, N = 3SE +/- 0.35, N = 3634.36630.54

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeLinux 5.19Linux 6.0 Git0.7561.5122.2683.0243.78SE +/- 0.02, N = 3SE +/- 0.02, N = 53.343.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkLinux 5.19Linux 6.0 Git1122334455SE +/- 0.13, N = 12SE +/- 0.16, N = 350.6850.38

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeLinux 5.19Linux 6.0 Git0.76281.52562.28843.05123.814SE +/- 0.01, N = 5SE +/- 0.02, N = 33.373.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeLinux 5.19Linux 6.0 Git0.76281.52562.28843.05123.814SE +/- 0.01, N = 9SE +/- 0.01, N = 33.373.39

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETLinux 5.19Linux 6.0 Git500K1000K1500K2000K2500KSE +/- 31121.64, N = 15SE +/- 34133.58, N = 152314031.022301100.021. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test TimeLinux 5.19Linux 6.0 Git510152025SE +/- 0.12, N = 12SE +/- 0.18, N = 320.3220.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test TimeLinux 5.19Linux 6.0 Git510152025SE +/- 0.12, N = 3SE +/- 0.19, N = 318.9719.07

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Fishy Cat - Compute: CPU-OnlyLinux 5.19Linux 6.0 Git1428425670SE +/- 0.04, N = 3SE +/- 0.17, N = 363.1262.79

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet MobileLinux 5.19Linux 6.0 Git3K6K9K12K15KSE +/- 36.26, N = 3SE +/- 25.96, N = 316163.516079.6

WRF

WRF, the Weather Research and Forecasting Model, is a "next-generation mesoscale numerical weather prediction system designed for both atmospheric research and operational forecasting applications. It features two dynamical cores, a data assimilation system, and a software architecture supporting parallel computation and system extensibility." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWRF 4.2.2Input: conus 2.5kmLinux 5.19Linux 6.0 Git6K12K18K24K30K25826.4425698.251. (F9X) gfortran options: -O2 -ftree-vectorize -funroll-loops -ffree-form -fconvert=big-endian -frecord-marker=4 -fallow-invalid-boz -lesmf_time -lwrfio_nf -lnetcdff -lnetcdf -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.0.1Test: Update RandomLinux 5.19Linux 6.0 Git160K320K480K640K800KSE +/- 2281.78, N = 3SE +/- 2762.51, N = 37595507558261. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test TimeLinux 5.19Linux 6.0 Git48121620SE +/- 0.07, N = 12SE +/- 0.10, N = 316.3116.39

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.0.1Test: Random ReadLinux 5.19Linux 6.0 Git40M80M120M160M200MSE +/- 756332.99, N = 3SE +/- 1996344.74, N = 41740107571731692111. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Barbershop - Compute: CPU-OnlyLinux 5.19Linux 6.0 Git110220330440550SE +/- 0.44, N = 3SE +/- 0.28, N = 3526.15523.72

LULESH

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3Linux 5.19Linux 6.0 Git2K4K6K8K10KSE +/- 46.93, N = 3SE +/- 11.87, N = 39394.839354.011. (CXX) g++ options: -O3 -fopenmp -lm -lmpi_cxx -lmpi

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Pabellon Barcelona - Compute: CPU-OnlyLinux 5.19Linux 6.0 Git4080120160200SE +/- 0.14, N = 3SE +/- 0.24, N = 3161.94161.25

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git306090120150SE +/- 0.41, N = 3SE +/- 1.85, N = 3140.53139.941. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4Linux 5.19Linux 6.0 Git5K10K15K20K25KSE +/- 57.13, N = 3SE +/- 79.73, N = 324243.524342.8

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git4080120160200SE +/- 0.52, N = 3SE +/- 1.19, N = 3194.53193.791. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SENDFILELinux 5.19Linux 6.0 Git130K260K390K520K650KSE +/- 1698.25, N = 3SE +/- 2072.78, N = 3622103.06624401.641. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Glibc Qsort Data SortingLinux 5.19Linux 6.0 Git80160240320400SE +/- 0.49, N = 3SE +/- 0.30, N = 3382.42383.771. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git306090120150SE +/- 0.45, N = 3SE +/- 0.21, N = 3141.98142.441. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200Linux 5.19Linux 6.0 Git20K40K60K80K100KSE +/- 391.76, N = 3SE +/- 438.95, N = 3106141.58106485.411. (CC) gcc options: -shared -fPIC -O2

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeLinux 5.19Linux 6.0 Git0.70881.41762.12642.83523.544SE +/- 0.03, N = 9SE +/- 0.04, N = 33.153.14

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.19Linux 6.0 Git0.14580.29160.43740.58320.729SE +/- 0.00148, N = 3SE +/- 0.00083, N = 30.646110.64810

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test TimeLinux 5.19Linux 6.0 Git48121620SE +/- 0.14, N = 3SE +/- 0.13, N = 316.5616.51

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git246810SE +/- 0.01, N = 3SE +/- 0.02, N = 36.816.831. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigLinux 5.19Linux 6.0 Git510152025SE +/- 0.00, N = 3SE +/- 0.04, N = 319.4719.421. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Vector MathLinux 5.19Linux 6.0 Git40K80K120K160K200KSE +/- 198.65, N = 3SE +/- 161.47, N = 3203776.46204301.831. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark TimeLinux 5.19Linux 6.0 Git612182430SE +/- 0.30, N = 5SE +/- 0.28, N = 327.3227.39

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CryptoLinux 5.19Linux 6.0 Git10K20K30K40K50KSE +/- 107.42, N = 3SE +/- 134.14, N = 348753.5248875.131. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Glibc C String FunctionsLinux 5.19Linux 6.0 Git900K1800K2700K3600K4500KSE +/- 12077.16, N = 3SE +/- 12134.11, N = 34297510.064287042.261. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2Linux 5.19Linux 6.0 Git6K12K18K24K30KSE +/- 53.48, N = 3SE +/- 44.77, N = 329920.129985.7

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkLinux 5.19Linux 6.0 Git1122334455SE +/- 0.09, N = 3SE +/- 0.33, N = 350.7350.84

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MMAPLinux 5.19Linux 6.0 Git80160240320400SE +/- 1.27, N = 3SE +/- 0.71, N = 3389.29390.011. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 32Linux 5.19Linux 6.0 Git6001200180024003000SE +/- 0.00, N = 3SE +/- 2.64, N = 3281728121. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet FloatLinux 5.19Linux 6.0 Git30060090012001500SE +/- 1.43, N = 3SE +/- 2.28, N = 31611.191613.99

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsLinux 5.19Linux 6.0 Git510152025SE +/- 0.04, N = 3SE +/- 0.05, N = 319.2619.231. (CXX) g++ options: -O3 -lm -ldl

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.0.1Test: Read Random Write RandomLinux 5.19Linux 6.0 Git700K1400K2100K2800K3500KSE +/- 5107.37, N = 3SE +/- 5932.51, N = 3305661130617211. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: System V Message PassingLinux 5.19Linux 6.0 Git2M4M6M8M10MSE +/- 17460.08, N = 3SE +/- 7306.97, N = 310226013.5510212614.561. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git20406080100SE +/- 0.56, N = 3SE +/- 0.18, N = 376.1176.011. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: BMW27 - Compute: CPU-OnlyLinux 5.19Linux 6.0 Git1122334455SE +/- 0.11, N = 3SE +/- 0.08, N = 349.7549.69

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Classroom - Compute: CPU-OnlyLinux 5.19Linux 6.0 Git306090120150SE +/- 0.08, N = 3SE +/- 0.11, N = 3130.68130.53

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetLinux 5.19Linux 6.0 Git5001000150020002500SE +/- 4.09, N = 3SE +/- 3.16, N = 32219.502217.02

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: ForkingLinux 5.19Linux 6.0 Git13K26K39K52K65KSE +/- 323.22, N = 3SE +/- 357.24, N = 361488.4661423.011. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.0.1Test: Read While WritingLinux 5.19Linux 6.0 Git1.1M2.2M3.3M4.4M5.5MSE +/- 47001.25, N = 7SE +/- 27418.18, N = 3519832851928101. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git0.64191.28381.92572.56763.2095SE +/- 0.005, N = 3SE +/- 0.009, N = 32.8532.8511. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.19Linux 6.0 Git300K600K900K1200K1500KSE +/- 1924.28, N = 3SE +/- 4969.58, N = 31507428.01506389.6

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeLinux 5.19Linux 6.0 Git510152025SE +/- 0.15, N = 5SE +/- 0.40, N = 320.6520.64

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: AtomicLinux 5.19Linux 6.0 Git40K80K120K160K200KSE +/- 45.78, N = 3SE +/- 48.33, N = 3193896.54193990.301. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Matrix MathLinux 5.19Linux 6.0 Git30K60K90K120K150KSE +/- 531.74, N = 3SE +/- 619.87, N = 3126724.15126764.821. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareLinux 5.19Linux 6.0 Git0.78891.57782.36673.15563.9445SE +/- 0.004, N = 3SE +/- 0.007, N = 33.5053.5061. (CXX) g++ options: -O3

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average LatencyLinux 5.19Linux 6.0 Git0.02210.04420.06630.08840.1105SE +/- 0.001, N = 3SE +/- 0.001, N = 30.0980.0981. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkLinux 5.19Linux 6.0 Git1122334455SE +/- 0.12, N = 9SE +/- 0.11, N = 350.5450.54

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Context SwitchingLinux 5.19Linux 6.0 Git2M4M6M8M10MSE +/- 70061.87, N = 3SE +/- 184659.20, N = 158189745.9310604610.041. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Socket ActivityLinux 5.19Linux 6.0 Git8K16K24K32K40KSE +/- 367.56, N = 15SE +/- 32.41, N = 322444.1137043.021. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 500 - Mode: Read Write - Average LatencyLinux 5.19Linux 6.0 Git2004006008001000SE +/- 56.55, N = 12SE +/- 39.59, N = 12854.57701.451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 500 - Mode: Read WriteLinux 5.19Linux 6.0 Git160320480640800SE +/- 38.68, N = 12SE +/- 33.68, N = 126137331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average LatencyLinux 5.19Linux 6.0 Git50100150200250SE +/- 4.97, N = 9SE +/- 1.43, N = 3210.18206.361. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 250 - Mode: Read WriteLinux 5.19Linux 6.0 Git30060090012001500SE +/- 27.83, N = 9SE +/- 8.40, N = 3119512121. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeLinux 5.19Linux 6.0 Git0.35330.70661.05991.41321.7665SE +/- 0.06, N = 9SE +/- 0.05, N = 31.531.57

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeLinux 5.19Linux 6.0 Git0.41180.82361.23541.64722.059SE +/- 0.04, N = 9SE +/- 0.02, N = 31.831.77

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeLinux 5.19Linux 6.0 Git0.24750.4950.74250.991.2375SE +/- 0.05, N = 3SE +/- 0.02, N = 31.101.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimeLinux 5.19Linux 6.0 Git0.32180.64360.96541.28721.609SE +/- 0.07, N = 3SE +/- 0.03, N = 31.431.40

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeLinux 5.19Linux 6.0 Git0.31280.62560.93841.25121.564SE +/- 0.05, N = 3SE +/- 0.03, N = 51.371.39

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KLinux 5.19Linux 6.0 Git306090120150SE +/- 2.53, N = 12SE +/- 2.63, N = 12132.14131.881. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

150 Results Shown

Stress-NG
Apache Spark
Redis
Flexible IO Tester
PostgreSQL pgbench:
  100 - 500 - Read Only - Average Latency
  100 - 500 - Read Only
Stress-NG
PostgreSQL pgbench:
  100 - 100 - Read Only - Average Latency
  100 - 100 - Read Only
  1 - 500 - Read Only - Average Latency
  1 - 500 - Read Only
Flexible IO Tester
Apache Spark
Flexible IO Tester
PostgreSQL pgbench
Apache Spark
PostgreSQL pgbench
Apache HTTP Server
Apache Spark:
  1000000 - 100 - SHA-512 Benchmark Time
  1000000 - 500 - Group By Test Time
nginx
ClickHouse
Flexible IO Tester
Stress-NG
Apache Spark:
  40000000 - 500 - Inner Join Test Time
  40000000 - 100 - SHA-512 Benchmark Time
ClickHouse
SQLite Speedtest
nginx
Apache Spark
nginx
Apache Spark
PostgreSQL pgbench
ClickHouse
Apache Spark
nginx
PostgreSQL pgbench
Flexible IO Tester
Apache Spark
PostgreSQL pgbench:
  1000 - 250 - Read Only - Average Latency
  1000 - 250 - Read Only
OpenFOAM
Stress-NG
Pennant
SVT-HEVC
PostgreSQL pgbench
Apache Spark
PostgreSQL pgbench:
  1000 - 500 - Read Only
  1000 - 500 - Read Only - Average Latency
Apache Spark
PostgreSQL pgbench
Apache Spark:
  40000000 - 100 - Calculate Pi Benchmark Using Dataframe
  40000000 - 2000 - Calculate Pi Benchmark Using Dataframe
  40000000 - 500 - Group By Test Time
LAMMPS Molecular Dynamics Simulator
Timed Linux Kernel Compilation
KeyDB
Apache Spark
NWChem
Apache Spark
PostgreSQL pgbench
MariaDB
OpenFOAM
Apache Spark
SVT-AV1
Timed Linux Kernel Compilation
TensorFlow Lite
Stress-NG
Apache HTTP Server
InfluxDB
Apache Spark
PostgreSQL pgbench
Apache Cassandra
PostgreSQL pgbench:
  1 - 250 - Read Only - Average Latency
  1 - 100 - Read Write - Average Latency
Apache Spark
Stress-NG
Apache Spark
SVT-VP9
PostgreSQL pgbench
Apache Spark
Stress-NG
Apache Spark
Timed GCC Compilation
Apache Spark:
  1000000 - 100 - Calculate Pi Benchmark Using Dataframe
  40000000 - 100 - Calculate Pi Benchmark
  40000000 - 500 - Calculate Pi Benchmark Using Dataframe
  1000000 - 2000 - Calculate Pi Benchmark Using Dataframe
Redis
Apache Spark:
  40000000 - 100 - Broadcast Inner Join Test Time
  40000000 - 2000 - Inner Join Test Time
Blender
TensorFlow Lite
WRF
Facebook RocksDB
Apache Spark
Facebook RocksDB
Blender
LULESH
Blender
SVT-AV1
TensorFlow Lite
SVT-HEVC
Stress-NG:
  SENDFILE
  Glibc Qsort Data Sorting
SVT-VP9
Apache HTTP Server
Apache Spark
NAMD
Apache Spark
SVT-HEVC
Pennant
Stress-NG
Apache Spark
Stress-NG:
  Crypto
  Glibc C String Functions
TensorFlow Lite
Apache Spark
Stress-NG
MariaDB
TensorFlow Lite
LAMMPS Molecular Dynamics Simulator
Facebook RocksDB
Stress-NG
SVT-AV1
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
TensorFlow Lite
Stress-NG
Facebook RocksDB
SVT-AV1
InfluxDB
Apache Spark
Stress-NG:
  Atomic
  Matrix Math
GROMACS
PostgreSQL pgbench
Apache Spark
Stress-NG:
  Context Switching
  Socket Activity
PostgreSQL pgbench:
  1 - 500 - Read Write - Average Latency
  1 - 500 - Read Write
  1 - 250 - Read Write - Average Latency
  1 - 250 - Read Write
Apache Spark:
  1000000 - 2000 - Broadcast Inner Join Test Time
  1000000 - 2000 - Inner Join Test Time
  1000000 - 500 - Broadcast Inner Join Test Time
  1000000 - 500 - Inner Join Test Time
  1000000 - 100 - Inner Join Test Time
SVT-VP9

Linux 5.19

Processor: AMD Ryzen Threadripper PRO 5965WX 24-Cores @ 3.80GHz (24 Cores / 48 Threads), Motherboard: ASUS Pro WS WRX80E-SAGE SE WIFI (1003 BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0, Graphics: ASUS NVIDIA NV106 2GB, Audio: AMD Starship/Matisse, Monitor: VA2431, Network: 2 x Intel 10G X550T + Intel Wi-Fi 6 AX200

OS: Ubuntu 22.04, Kernel: 5.19.0-051900-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server 1.21.1.3 + Wayland, Display Driver: nouveau, OpenGL: 4.3 Mesa 22.0.1, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Disk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa008203
Java Notes: OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.4
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 8 August 2022 10:39 by user phoronix.

Linux 6.0 Git

Processor: AMD Ryzen Threadripper PRO 5965WX 24-Cores @ 3.80GHz (24 Cores / 48 Threads), Motherboard: ASUS Pro WS WRX80E-SAGE SE WIFI (1003 BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0, Graphics: ASUS NVIDIA NV106 2GB, Audio: AMD Starship/Matisse, Monitor: VA2431, Network: 2 x Intel 10G X550T + Intel Wi-Fi 6 AX200

OS: Ubuntu 22.04, Kernel: 5.19.0-051900daily20220809-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server 1.21.1.3 + Wayland, Display Driver: nouveau, OpenGL: 4.3 Mesa 22.0.1, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Disk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa008203
Java Notes: OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.4
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 9 August 2022 07:28 by user phoronix.