august

AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS) and llvmpipe on Ubuntu 22.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2208052-NE-AUGUST46711&grs&sor.

augustProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionABCDAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS)AMD Starship/Matisse32GB1000GB Sabrent Rocket 4.0 PlusllvmpipeAMD Navi 21 HDMI AudioRealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 22.045.15.0-40-generic (x86_64)GNOME Shell 42.2X Server 1.21.1.34.5 Mesa 22.0.1 (LLVM 13.0.1 256 bits)1.2.204GCC 11.2.0ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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 Processor Details- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016 Java Details- OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04)Python Details- Python 3.10.4Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + 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

augustspark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 2000 - Broadcast Inner Join Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 1000 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Inner Join Test Timespark: 10000000 - 2000 - Broadcast Inner Join Test Timespark: 40000000 - 1000 - Inner Join Test Timespark: 20000000 - 1000 - Broadcast Inner Join Test Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 20000000 - 2000 - Inner Join Test Timespark: 10000000 - 1000 - Inner Join Test Timespark: 1000000 - 1000 - Inner Join Test Timesvt-av1: Preset 12 - Bosphorus 4Kspark: 10000000 - 1000 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Repartition Test Timespark: 40000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 100 - Group By Test Timespark: 10000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 500 - Inner Join Test Timespark: 10000000 - 500 - Broadcast Inner Join Test Timespark: 20000000 - 1000 - Inner Join Test Timespark: 20000000 - 500 - Inner Join Test Timespark: 20000000 - 2000 - Repartition Test Timespark: 1000000 - 500 - Group By Test Timespark: 20000000 - 2000 - Broadcast Inner Join Test Timespark: 40000000 - 2000 - SHA-512 Benchmark Timespark: 10000000 - 1000 - Group By Test Timespark: 1000000 - 500 - Broadcast Inner Join Test Timespark: 1000000 - 100 - SHA-512 Benchmark Timespark: 20000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 2000 - Inner Join Test Timespark: 20000000 - 100 - Inner Join Test Timespark: 10000000 - 2000 - Group By Test Timespark: 10000000 - 500 - Inner Join Test Timespark: 20000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 2000 - SHA-512 Benchmark Timespark: 40000000 - 2000 - Inner Join Test Timespark: 20000000 - 100 - Group By Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 20000000 - 2000 - Group By Test Timespark: 20000000 - 1000 - SHA-512 Benchmark Timespark: 20000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 500 - Repartition Test Timeai-benchmark: Device Inference Scorespark: 10000000 - 100 - Repartition Test Timespark: 40000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 2000 - Repartition Test Timespark: 40000000 - 1000 - SHA-512 Benchmark Timesvt-av1: Preset 10 - Bosphorus 4Kspark: 10000000 - 100 - Group By Test Timespark: 40000000 - 500 - Broadcast Inner Join Test Timelammps: Rhodopsin Proteinsvt-av1: Preset 8 - Bosphorus 4Kspark: 1000000 - 1000 - Group By Test Timespark: 40000000 - 100 - Inner Join Test Timespark: 10000000 - 500 - Repartition Test Timespark: 40000000 - 100 - Broadcast Inner Join Test Timespark: 20000000 - 1000 - Group By Test Timespark: 40000000 - 2000 - Group By Test Timeai-benchmark: Device AI Scorespark: 20000000 - 2000 - SHA-512 Benchmark Timespark: 10000000 - 1000 - Repartition Test Timespark: 1000000 - 500 - Calculate Pi Benchmarkspark: 20000000 - 500 - Calculate Pi Benchmarkspark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - Group By Test Timesvt-av1: Preset 10 - Bosphorus 1080pspark: 20000000 - 500 - Broadcast Inner Join Test Timespark: 40000000 - 500 - Inner Join Test Timespark: 1000000 - 500 - Repartition Test Timesvt-av1: Preset 4 - Bosphorus 1080pspark: 40000000 - 1000 - Broadcast Inner Join Test Timespark: 1000000 - 1000 - Repartition Test Timespark: 1000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 1000 - Calculate Pi Benchmarkspark: 10000000 - 500 - Group By Test Timespark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 2000 - Calculate Pi Benchmarkspark: 20000000 - 2000 - Calculate Pi Benchmark Using Dataframesvt-av1: Preset 8 - Bosphorus 1080pspark: 40000000 - 100 - Group By Test Timespark: 40000000 - 1000 - Repartition Test Timespark: 10000000 - 2000 - SHA-512 Benchmark Timespark: 20000000 - 500 - Group By Test Timespark: 40000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 100 - Calculate Pi Benchmark Using Dataframesvt-av1: Preset 12 - Bosphorus 1080pspark: 10000000 - 1000 - Broadcast Inner Join Test Timespark: 10000000 - 1000 - Calculate Pi Benchmarkspark: 10000000 - 500 - Calculate Pi Benchmarkspark: 20000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 1000 - Calculate Pi Benchmark Using Dataframenode-web-tooling: spark: 40000000 - 100 - Repartition Test Timespark: 40000000 - 100 - Calculate Pi Benchmarkspark: 20000000 - 100 - Repartition Test Timeai-benchmark: Device Training Scorespark: 10000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 1000 - Broadcast Inner Join Test Timespark: 40000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 1000 - Group By Test Timeinkscape: SVG Files To PNGspark: 40000000 - 1000 - Calculate Pi Benchmarkspark: 20000000 - 500 - SHA-512 Benchmark Timespark: 20000000 - 1000 - Repartition Test Timespark: 40000000 - 500 - Repartition Test Timespark: 20000000 - 1000 - Calculate Pi Benchmarklammps: 20k Atomsspark: 10000000 - 2000 - Calculate Pi Benchmarkspark: 40000000 - 2000 - Repartition Test Timespark: 40000000 - 500 - Calculate Pi Benchmarkprimesieve: 1e12spark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 500 - Calculate Pi Benchmark Using Dataframesvt-av1: Preset 4 - Bosphorus 4Kspark: 10000000 - 100 - SHA-512 Benchmark Timespark: 20000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - Calculate Pi Benchmarkastcenc: Fastspark: 40000000 - 500 - Group By Test Timeastcenc: Exhaustivespark: 20000000 - 2000 - Calculate Pi Benchmarkspark: 40000000 - 2000 - Broadcast Inner Join Test Timespark: 10000000 - 2000 - Calculate Pi Benchmark Using Dataframeprimesieve: 1e13astcenc: Thoroughspark: 1000000 - 2000 - Calculate Pi Benchmarkastcenc: Mediumspark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframeaircrack-ng: spark: 1000000 - 100 - Broadcast Inner Join Test TimeABCD1.691.981.903.502.4911.1243.7321.3211.77097561422.8011.371.91119.52215.902.4658.203.4115.863.321.7310.7321.7722.5720.143.4021.8860.616.861.433.3122.50335484211.8923.4084297977.2911.28705635230.563.7044.3810.5011.89578755810.3229.775.0520.00141210.22534233060.7710.4858.3889.6216.8443.3012.57652.0253.3745.1710.0144.44464178610.1622.85255230.4110.2885.1485.635.063.86305.70921.6943.661.907.09342.822.005.0685.616.405.0685.085.07142.24230.2438.8216.349.715.065.055.05446.74610.9985.9185.615.065.0514.6241.0986.1820.61114085.571.685.065.0726.7917.49485.5029.7619.5439.8485.5012.64785.2039.3985.5610.6255.055.062.43316.20796166385.1885.020832690285.181028.571.275185.7743.675.03134.35812.103785.3598.42765.0372757.4891.501.562.121.893.312.4411.9042.5320.4311.1422.0111.141.79117.60916.172.4256.463.4016.603.311.7310.9921.1022.1419.873.4022.1259.116.751.483.2823.6012.1923.797.0611.22092855930.423.7745.4410.1911.7010.2530.535.2519.75137710.4561.5710.47603994857.0488.1756.7843.5812.35751.5383.4645.9956508519.9244.5310.0022.77250531.2010.1486.6084.915.103.90303.4521.6843.451.877.08742.522.025.0186.366.395.1185.775.07143.35730.28529393938.22999812616.249.835.015.095.10443.17311.15443213386.0386.115.075.0914.7440.89306870185.77915979920.77112884.9227103391.665.055.0627.01380699417.69886.31482977329.7519.6639.7185.4412.5885.7839.0385.7610.5685.095.102.41416.1985.5585.094623072284.771528.641.278285.6643.405.05133.79212.105385.51091516698.52455.031.601.451.961.743.632.5310.9845.9020.8012.0023.5611.261.88112.77816.912.4056.373.4115.943.451.73203762711.3421.1021.4020.933.3822.8157.656.601.413.4122.8811.7324.117.2711.4531.693.7343.7310.1311.9810.4729.375.0519.44136110.5959.3910.3556.39366685388.0796.7043.6112.60550.4773.47285985744.6410.2245.1610.2722.55248730.4110.0585.8387.045.113.95300.67421.2244.391.917.20643.381.995.1184.7403882756.515.0286.415.03140.84830.3838.1916.519.755.095.015.02441.56711.1686.1585.935.005.0214.6940.5785.1020.87112685.951.675.045.0126.7017.57885.7629.7919.4540.0784.9812.6985.3039.0685.0510.6285.055.062.42816.1985.8011494684.62286.207828.511.283785.2443.575.02134.04812.148185.2698.65425.0472788.0231.471.672.231.913.502.3311.3644.4422.0111.2023.2811.891.88112.20615.962.5559.743.6015.683.261.8311.1722.2722.2920.753.2321.6758.066.931.413.2523.0012.2823.047.3811.7230.3498602243.8643.5710.5612.19061515710.0629.345.0620.18138310.2159.42445850410.7256.9786.7446.9242.2812.73651.0173.3845.7710.0245.6810.0323.14251731.1710.31018176887.3385.914.993.90298.74621.66585957243.961.877.06142.852.035.1085.286.505.0984.895.12141.94230.7738.1616.259.675.045.075.08439.84111.1284.89686478284.905.075.0914.5540.9385.3620.72113485.491.675.005.0326.8117.6485.3629.4719.5339.6585.8512.56385.9937770139.1585.3910.6525.065.082.4216.0985.7584.48284.202228.711.282685.2043.455.03134.2612.153985.2098.58375.0372751.251.50OpenBenchmarking.org

Apache Spark

Row Count: 1000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeCBDA0.38030.76061.14091.52121.9015SE +/- 0.02, N = 31.451.561.671.69

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeCABD0.50181.00361.50542.00722.509SE +/- 0.03, N = 111.961.982.122.23

Apache Spark

Row Count: 1000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeCBAD0.42980.85961.28941.71922.149SE +/- 0.00, N = 31.741.891.901.91

Apache Spark

Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeBADC0.81681.63362.45043.26724.084SE +/- 0.01, N = 33.313.503.503.63

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeDBAC0.56931.13861.70792.27722.8465SE +/- 0.02, N = 112.332.442.492.53

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimeCADB3691215SE +/- 0.03, N = 310.9811.1211.3611.90

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Inner Join Test TimeBADC1020304050SE +/- 0.38, N = 942.5343.7344.4445.90

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test TimeBCAD510152025SE +/- 0.13, N = 920.4320.8021.3222.01

Apache Spark

Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeBDAC3691215SE +/- 0.09, N = 311.1411.2011.7712.00

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Inner Join Test TimeBADC612182430SE +/- 0.15, N = 1222.0122.8023.2823.56

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeBCAD3691215SE +/- 0.30, N = 311.1411.2611.3711.89

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimeBCDA0.42980.85961.28941.71922.149SE +/- 0.04, N = 31.791.881.881.91

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4KABCD306090120150SE +/- 0.12, N = 3119.52117.61112.78112.211. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeADBC48121620SE +/- 0.02, N = 315.9015.9616.1716.91

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeCBAD0.57381.14761.72142.29522.869SE +/- 0.02, N = 112.402.422.462.55

Apache Spark

Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark TimeCBAD1326395265SE +/- 0.57, N = 956.3756.4658.2059.74

Apache Spark

Row Count: 1000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeBACD0.811.622.433.244.05SE +/- 0.02, N = 33.403.413.413.60

Apache Spark

Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeDACB48121620SE +/- 0.07, N = 315.6815.8615.9416.60

Apache Spark

Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeDBAC0.77631.55262.32893.10523.8815SE +/- 0.01, N = 33.263.313.323.45

Apache Spark

Row Count: 1000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimeABCD0.41180.82361.23541.64722.059SE +/- 0.055733465, N = 31.7300000001.7300000001.7320376271.830000000

Apache Spark

Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test TimeABDC3691215SE +/- 0.17, N = 310.7310.9911.1711.34

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test TimeBCAD510152025SE +/- 0.14, N = 921.1021.1021.7722.27

Apache Spark

Row Count: 20000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test TimeCBDA510152025SE +/- 0.14, N = 321.4022.1422.2922.57

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test TimeBADC510152025SE +/- 0.08, N = 1219.8720.1420.7520.93

Apache Spark

Row Count: 1000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeDCAB0.7651.532.2953.063.825SE +/- 0.02, N = 33.233.383.403.40

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDABC510152025SE +/- 0.15, N = 1221.6721.8822.1222.81

Apache Spark

Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark TimeCDBA1428425670SE +/- 0.37, N = 357.6558.0659.1160.61

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeCBAD246810SE +/- 0.03, N = 36.606.756.866.93

Apache Spark

Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeCDAB0.3330.6660.9991.3321.665SE +/- 0.04, N = 31.411.411.431.48

Apache Spark

Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeDBAC0.76731.53462.30193.06923.8365SE +/- 0.03, N = 33.253.283.313.41

Apache Spark

Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test TimeACDB612182430SE +/- 0.13, N = 322.5022.8823.0023.60

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimeCABD3691215SE +/- 0.04, N = 311.7311.8912.1912.28

Apache Spark

Row Count: 20000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test TimeDABC612182430SE +/- 0.43, N = 323.0423.4123.7924.11

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeBCAD246810SE +/- 0.08, N = 37.067.277.297.38

Apache Spark

Row Count: 10000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeBACD3691215SE +/- 0.08, N = 311.2211.2911.4511.72

Apache Spark

Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark TimeDBAC714212835SE +/- 0.27, N = 330.3530.4230.5631.69

Apache Spark

Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeACBD0.86851.7372.60553.4744.3425SE +/- 0.03, N = 113.703.733.773.86

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test TimeDCAB1020304050SE +/- 0.17, N = 343.5743.7344.3845.44

Apache Spark

Row Count: 20000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test TimeCBAD3691215SE +/- 0.11, N = 310.1310.1910.5010.56

Apache Spark

Row Count: 10000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeBACD3691215SE +/- 0.24, N = 311.7011.9011.9812.19

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Group By Test TimeDBAC3691215SE +/- 0.04, N = 1210.0610.2510.3210.47

Apache Spark

Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark TimeDCAB714212835SE +/- 0.25, N = 929.3429.3729.7730.53

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeACDB1.18132.36263.54394.72525.9065SE +/- 0.02, N = 95.055.055.065.25

Apache Spark

Row Count: 20000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test TimeCBAD510152025SE +/- 0.04, N = 319.4419.7520.0020.18

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreADBC300600900120015001412138313771361

Apache Spark

Row Count: 10000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeDABC3691215SE +/- 0.04, N = 310.2110.2310.4510.59

Apache Spark

Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark TimeCDAB1428425670SE +/- 0.76, N = 359.3959.4260.7761.57

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeCBAD3691215SE +/- 0.08, N = 310.3510.4810.4810.72

Apache Spark

Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark TimeCDBA1326395265SE +/- 0.48, N = 956.3956.9757.0458.38

SVT-AV1

Encoder Mode: Preset 10 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4KABCD20406080100SE +/- 0.57, N = 389.6288.1888.0886.741. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 10000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeCBAD246810SE +/- 0.05, N = 36.706.786.846.92

Apache Spark

Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeDABC1020304050SE +/- 0.11, N = 942.2843.3043.5843.61

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinDCAB3691215SE +/- 0.13, N = 512.7412.6112.5812.361. (CXX) g++ options: -O3 -lm -ldl

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4KABDC1224364860SE +/- 0.05, N = 352.0351.5451.0250.481. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeADBC0.78141.56282.34423.12563.907SE +/- 0.017120473, N = 33.3700000003.3800000003.4600000003.472859857

Apache Spark

Row Count: 40000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test TimeCADB1020304050SE +/- 0.21, N = 344.6445.1745.7746.00

Apache Spark

Row Count: 10000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeBADC3691215SE +/- 0.10, N = 39.9210.0110.0210.22

Apache Spark

Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test TimeABCD1020304050SE +/- 0.23, N = 344.4444.5345.1645.68

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test TimeBDAC3691215SE +/- 0.05, N = 910.0010.0310.1610.27

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test TimeCBAD612182430SE +/- 0.18, N = 322.5522.7722.8523.14

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreADBC50010001500200025002552251725052487

Apache Spark

Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark TimeACDB714212835SE +/- 0.24, N = 1230.4130.4131.1731.20

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeCBAD3691215SE +/- 0.08, N = 310.0510.1410.2810.31

Apache Spark

Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkACBD20406080100SE +/- 0.23, N = 385.1485.8386.6087.33

Apache Spark

Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi BenchmarkBADC20406080100SE +/- 0.15, N = 384.9185.6385.9187.04

Apache Spark

Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeDABC1.14982.29963.44944.59925.749SE +/- 0.02, N = 94.995.065.105.11

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeABDC0.88881.77762.66643.55524.444SE +/- 0.02, N = 113.863.903.903.95

SVT-AV1

Encoder Mode: Preset 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 1080pABCD70140210280350SE +/- 0.90, N = 3305.71303.45300.67298.751. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test TimeCDBA510152025SE +/- 0.20, N = 321.2221.6721.6821.69

Apache Spark

Row Count: 40000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeBADC1020304050SE +/- 0.22, N = 943.4543.6643.9644.39

Apache Spark

Row Count: 1000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeBDAC0.42980.85961.28941.71922.149SE +/- 0.01, N = 31.871.871.901.91

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 1080pCABD246810SE +/- 0.061, N = 37.2067.0937.0877.0611. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test TimeBADC1020304050SE +/- 0.16, N = 942.5242.8242.8543.38

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeCABD0.45680.91361.37041.82722.284SE +/- 0.02, N = 31.992.002.022.03

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeBADC1.14982.29963.44944.59925.749SE +/- 0.04, N = 35.015.065.105.11

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkCDAB20406080100SE +/- 0.81, N = 384.7485.2885.6186.36

Apache Spark

Row Count: 10000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeBADC246810SE +/- 0.02, N = 36.396.406.506.51

Apache Spark

Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeCADB1.14982.29963.44944.59925.749SE +/- 0.05, N = 35.025.065.095.11

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkDABC20406080100SE +/- 0.13, N = 384.8985.0885.7786.41

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCABD1.1522.3043.4564.6085.76SE +/- 0.02, N = 125.035.075.075.12

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 1080pBADC306090120150SE +/- 0.73, N = 3143.36142.24141.94140.851. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 40000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Group By Test TimeABCD714212835SE +/- 0.11, N = 330.2430.2930.3830.77

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test TimeDCBA918273645SE +/- 0.15, N = 938.1638.1938.2338.82

Apache Spark

Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeBDAC48121620SE +/- 0.06, N = 316.2416.2516.3416.51

Apache Spark

Row Count: 20000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test TimeDACB3691215SE +/- 0.08, N = 39.679.719.759.83

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeBDAC1.14532.29063.43594.58125.7265SE +/- 0.03, N = 35.015.045.065.09

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeCADB1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.015.055.075.09

Apache Spark

Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeCADB1.14752.2953.44254.595.7375SE +/- 0.03, N = 35.025.055.085.10

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 1080pABCD100200300400500SE +/- 3.06, N = 3446.75443.17441.57439.841. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimeADBC3691215SE +/- 0.04, N = 310.9911.1211.1511.16

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkDABC20406080100SE +/- 0.38, N = 384.9085.9186.0386.15

Apache Spark

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkDACB20406080100SE +/- 0.32, N = 384.9085.6185.9386.11

Apache Spark

Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeCABD1.14082.28163.42244.56325.704SE +/- 0.01, N = 35.005.065.075.07

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeCABD1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.025.055.095.09

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkBCAD48121620SE +/- 0.06, N = 314.7414.6914.6214.55

Apache Spark

Row Count: 40000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test TimeCBDA918273645SE +/- 0.12, N = 340.5740.8940.9341.09

Apache Spark

Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkCDBA20406080100SE +/- 0.98, N = 385.1085.3685.7886.18

Apache Spark

Row Count: 20000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test TimeADBC510152025SE +/- 0.05, N = 320.6120.7220.7720.87

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreADBC20040060080010001140113411281126

Apache Spark

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkBDAC20406080100SE +/- 0.26, N = 384.9285.4985.5785.95

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimeBCDA0.3780.7561.1341.5121.89SE +/- 0.05, N = 31.661.671.671.68

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDCBA1.13852.2773.41554.5545.6925SE +/- 0.01, N = 95.005.045.055.06

Apache Spark

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeCDBA1.14082.28163.42244.56325.704SE +/- 0.01, N = 35.015.035.065.07

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Group By Test TimeCADB612182430SE +/- 0.07, N = 926.7026.7926.8127.01

Inkscape

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGACDB48121620SE +/- 0.14, N = 1217.4917.5817.6417.701. Inkscape 1.1.2 (0a00cf5339, 2022-02-04)

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi BenchmarkDACB20406080100SE +/- 0.14, N = 985.3685.5085.7686.31

Apache Spark

Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark TimeDBAC714212835SE +/- 0.06, N = 329.4729.7529.7629.79

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test TimeCDAB510152025SE +/- 0.04, N = 919.4519.5319.5419.66

Apache Spark

Row Count: 40000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeDBAC918273645SE +/- 0.17, N = 939.6539.7139.8440.07

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi BenchmarkCBAD20406080100SE +/- 0.17, N = 984.9885.4485.5085.85

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsCABD3691215SE +/- 0.04, N = 312.6912.6512.5812.561. (CXX) g++ options: -O3 -lm -ldl

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkACBD20406080100SE +/- 0.24, N = 385.2085.3085.7885.99

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeBCDA918273645SE +/- 0.30, N = 339.0339.0639.1539.39

Apache Spark

Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkCDAB20406080100SE +/- 0.16, N = 985.0585.3985.5685.76

Primesieve

Length: 1e12

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12BACD3691215SE +/- 0.01, N = 310.5710.6310.6310.651. (CXX) g++ options: -O3

Apache Spark

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeACDB1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.055.055.065.09

Apache Spark

Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeACDB1.14752.2953.44254.595.7375SE +/- 0.01, N = 35.065.065.085.10

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 4KACDB0.54741.09481.64222.18962.737SE +/- 0.005, N = 32.4332.4282.4202.4141. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeDBCA48121620SE +/- 0.01, N = 316.0916.1916.1916.21

Apache Spark

Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi BenchmarkABDC20406080100SE +/- 0.06, N = 385.1885.5585.7585.80

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkDCAB20406080100SE +/- 0.27, N = 384.4884.6285.0285.09

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastCABD60120180240300SE +/- 0.55, N = 3286.21285.18284.77284.201. (CXX) g++ options: -O3 -flto -pthread

Apache Spark

Row Count: 40000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeCABD714212835SE +/- 0.05, N = 928.5128.5728.6428.71

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveCDBA0.28880.57760.86641.15521.444SE +/- 0.0020, N = 31.28371.28261.27821.27511. (CXX) g++ options: -O3 -flto -pthread

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.19, N = 1285.2085.2485.6685.77

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test TimeBDCA1020304050SE +/- 0.38, N = 343.4043.4543.5743.67

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCADB1.13632.27263.40894.54525.6815SE +/- 0.02, N = 35.025.035.035.05

Primesieve

Length: 1e13

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e13BCDA306090120150SE +/- 0.15, N = 3133.79134.05134.26134.361. (CXX) g++ options: -O3

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughDCBA3691215SE +/- 0.02, N = 312.1512.1512.1112.101. (CXX) g++ options: -O3 -flto -pthread

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkDCAB20406080100SE +/- 0.18, N = 1185.2085.2685.3585.51

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumCDBA20406080100SE +/- 0.03, N = 398.6598.5898.5298.431. (CXX) g++ options: -O3 -flto -pthread

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeABDC1.1342.2683.4024.5365.67SE +/- 0.01, N = 115.035.035.035.04

Aircrack-ng

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.7CAD16K32K48K64K80KSE +/- 123.96, N = 372788.0272757.4972751.251. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lpcre -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -pthread

Apache Spark

Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeCADB0.360.721.081.441.8SE +/- 0.11, N = 31.471.501.501.60


Phoronix Test Suite v10.8.5