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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2208052-NE-AUGUST46711
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C/C++ Compiler Tests 3 Tests
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A
August 04
  1 Day, 10 Hours, 57 Minutes
B
August 05
  7 Hours, 21 Minutes
C
August 05
  7 Hours, 21 Minutes
D
August 05
  7 Hours, 21 Minutes
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  14 Hours, 15 Minutes

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augustOpenBenchmarking.orgPhoronix Test Suite 10.8.4AMD 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 11.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionAugust BenchmarksSystem 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 - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016 - 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 + 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

ABCDResult OverviewPhoronix Test Suite 10.8.4100%101%101%102%AI Benchmark AlphaSVT-AV1LAMMPS Molecular Dynamics SimulatorNode.js V8 Web Tooling BenchmarkInkscapePrimesieveApache SparkASTC Encoder

augustsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 10 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 10 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 1080paircrack-ng: astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivelammps: 20k Atomslammps: Rhodopsin Proteinnode-web-tooling: ai-benchmark: Device Inference Scoreai-benchmark: Device Training Scoreai-benchmark: Device AI Scoreprimesieve: 1e12primesieve: 1e13spark: 1000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 500 - Calculate Pi Benchmarkspark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 500 - Group By Test Timespark: 1000000 - 500 - Repartition Test Timespark: 1000000 - 500 - Inner Join Test Timespark: 1000000 - 500 - Broadcast Inner Join Test Timespark: 1000000 - 1000 - SHA-512 Benchmark Timespark: 1000000 - 1000 - Calculate Pi Benchmarkspark: 1000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 1000 - Group By Test Timespark: 1000000 - 1000 - Repartition Test Timespark: 1000000 - 1000 - Inner Join Test Timespark: 1000000 - 1000 - Broadcast Inner Join Test Timespark: 1000000 - 2000 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Calculate Pi Benchmarkspark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - Group By Test Timespark: 1000000 - 2000 - Repartition Test Timespark: 1000000 - 2000 - Inner Join Test Timespark: 1000000 - 2000 - Broadcast Inner Join Test Timespark: 10000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 100 - Calculate Pi Benchmarkspark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 500 - Calculate Pi Benchmarkspark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 500 - Group By Test Timespark: 10000000 - 500 - Repartition Test Timespark: 10000000 - 500 - Inner Join Test Timespark: 10000000 - 500 - Broadcast Inner Join Test Timespark: 20000000 - 100 - SHA-512 Benchmark Timespark: 20000000 - 100 - Calculate Pi Benchmarkspark: 20000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 100 - Group By Test Timespark: 20000000 - 100 - Repartition Test Timespark: 20000000 - 100 - Inner Join Test Timespark: 20000000 - 100 - Broadcast Inner Join Test Timespark: 20000000 - 500 - SHA-512 Benchmark Timespark: 20000000 - 500 - Calculate Pi Benchmarkspark: 20000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 500 - Group By Test Timespark: 20000000 - 500 - Repartition Test Timespark: 20000000 - 500 - Inner Join Test Timespark: 20000000 - 500 - Broadcast Inner Join Test Timespark: 40000000 - 100 - SHA-512 Benchmark Timespark: 40000000 - 100 - Calculate Pi Benchmarkspark: 40000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 100 - Group By Test Timespark: 40000000 - 100 - Repartition Test Timespark: 40000000 - 100 - Inner Join Test Timespark: 40000000 - 100 - Broadcast Inner Join Test Timespark: 40000000 - 500 - SHA-512 Benchmark Timespark: 40000000 - 500 - Calculate Pi Benchmarkspark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 500 - Group By Test Timespark: 40000000 - 500 - Repartition Test Timespark: 40000000 - 500 - Inner Join Test Timespark: 40000000 - 500 - Broadcast Inner Join Test Timespark: 10000000 - 1000 - SHA-512 Benchmark Timespark: 10000000 - 1000 - Calculate Pi Benchmarkspark: 10000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 1000 - Group By Test Timespark: 10000000 - 1000 - Repartition Test Timespark: 10000000 - 1000 - Inner Join Test Timespark: 10000000 - 1000 - Broadcast Inner Join Test Timespark: 10000000 - 2000 - SHA-512 Benchmark Timespark: 10000000 - 2000 - Calculate Pi Benchmarkspark: 10000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 2000 - Group By Test Timespark: 10000000 - 2000 - Repartition Test Timespark: 10000000 - 2000 - Inner Join Test Timespark: 10000000 - 2000 - Broadcast Inner Join Test Timespark: 20000000 - 1000 - SHA-512 Benchmark Timespark: 20000000 - 1000 - Calculate Pi Benchmarkspark: 20000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 1000 - Group By Test Timespark: 20000000 - 1000 - Repartition Test Timespark: 20000000 - 1000 - Inner Join Test Timespark: 20000000 - 1000 - Broadcast Inner Join Test Timespark: 20000000 - 2000 - SHA-512 Benchmark Timespark: 20000000 - 2000 - Calculate Pi Benchmarkspark: 20000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 2000 - Group By Test Timespark: 20000000 - 2000 - Repartition Test Timespark: 20000000 - 2000 - Inner Join Test Timespark: 20000000 - 2000 - Broadcast Inner Join Test Timespark: 40000000 - 1000 - SHA-512 Benchmark Timespark: 40000000 - 1000 - Calculate Pi Benchmarkspark: 40000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 1000 - Group By Test Timespark: 40000000 - 1000 - Repartition Test Timespark: 40000000 - 1000 - Inner Join Test Timespark: 40000000 - 1000 - Broadcast Inner Join Test Timespark: 40000000 - 2000 - SHA-512 Benchmark Timespark: 40000000 - 2000 - Calculate Pi Benchmarkspark: 40000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 2000 - Group By Test Timespark: 40000000 - 2000 - Repartition Test Timespark: 40000000 - 2000 - Inner Join Test Timespark: 40000000 - 2000 - Broadcast Inner Join Test Timeinkscape: SVG Files To PNGABCD2.43352.02589.621119.5227.093142.242305.709446.74672757.489285.181098.427612.10371.275112.64712.57614.6214121140255210.625134.3583.3185.0208326905.053.411.901.691.503.3285.145.063.401.901.731.433.5085.615.063.372.001.911.683.7085.355.033.862.462.491.9816.20796166385.575.076.8410.22534233011.89578755811.77097561415.8685.615.056.4010.0111.28705635210.7330.5685.185.0610.5020.6123.40842979722.50335484229.7685.635.069.7120.0022.5721.6960.7786.185.0530.2441.0945.1744.44464178658.2085.565.0628.5739.8443.6643.3015.9085.915.056.8610.2811.3710.9916.3485.205.037.2910.4811.8911.1229.7785.505.0510.1619.5421.7721.3230.4185.775.0710.3220.1422.8021.8858.3885.505.0626.7938.8243.7342.8260.6185.085.0622.8539.3944.3843.6717.4942.41451.53888.175117.6097.087143.357303.45443.173284.771598.524512.10531.278212.5812.35714.7413771128250510.568133.7923.2885.0946230725.093.401.891.561.603.3186.605.113.401.871.731.483.3186.365.013.462.021.791.663.7785.5109151665.033.902.422.442.1216.1984.9227103395.066.7810.4511.7011.1416.6086.115.096.399.9211.22092855910.9930.4285.555.0710.1920.7723.7923.6029.7584.915.109.8319.7522.1421.6861.5785.7791597995.1030.28529393940.89306870145.99565085144.5356.4685.765.1028.6439.7143.4543.5816.1786.035.096.7510.1411.1411.15443213316.2485.785.057.0610.47603994812.1911.9030.5385.445.2510.0019.6621.1020.4331.2085.665.0710.2519.8722.0122.1257.0486.3148297735.0527.01380699438.22999812642.5342.5259.1185.775.0122.7739.0345.4443.4017.6982.42850.47788.079112.7787.206140.848300.674441.56772788.023286.207898.654212.14811.283712.6912.60514.6913611126248710.628134.0483.4184.625.013.411.741.451.473.4585.835.023.381.911.7320376271.413.6384.7403882755.113.4728598571.991.881.673.7385.265.043.952.402.531.9616.1985.955.016.7010.5911.9812.0015.9485.935.056.5110.2211.4511.3431.6985.801149465.0010.1320.8724.1122.8829.7987.045.069.7519.4421.4021.2259.3985.105.0230.3840.5744.6445.1656.3785.055.1128.5140.0744.3943.6116.9186.155.026.6010.0511.2611.1616.5185.305.027.2710.3511.7310.9829.3784.985.0510.2719.4521.1020.8030.4185.245.0310.4720.9323.5622.8156.39366685385.765.0426.7038.1945.9043.3857.6586.415.0922.5539.0643.7343.5717.5782.4251.01786.744112.2067.061141.942298.746439.84172751.25284.202298.583712.15391.282612.56312.73614.5513831134251710.652134.263.2584.485.073.601.911.671.503.2687.335.093.231.871.831.413.5085.285.103.382.031.881.673.8685.205.033.902.552.332.2316.0985.495.036.9210.2112.19061515711.2015.6884.905.066.5010.0211.7211.1730.34986022485.755.0710.5620.7223.0423.0029.4785.915.089.6720.1822.2921.66585957259.42445850485.365.0830.7740.9345.7745.6859.7485.394.9928.7139.6543.9642.2815.9684.8968647825.096.9310.31018176811.8911.1216.2585.993777015.037.3810.7212.2811.3629.3485.855.0610.0319.5322.2722.0131.1785.205.1210.0620.7523.2821.6756.9785.365.0026.8138.1644.4442.8558.0684.895.0423.1439.1543.5743.4517.64OpenBenchmarking.org

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 4KBDCA0.54741.09481.64222.18962.737SE +/- 0.005, N = 32.4142.4202.4282.4331. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 4KBDCA246810Min: 2.43 / Avg: 2.43 / Max: 2.441. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4KCDBA1224364860SE +/- 0.05, N = 350.4851.0251.5452.031. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4KCDBA1020304050Min: 51.96 / Avg: 52.03 / Max: 52.131. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4KDCBA20406080100SE +/- 0.57, N = 386.7488.0888.1889.621. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4KDCBA20406080100Min: 88.91 / Avg: 89.62 / Max: 90.741. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4KDCBA306090120150SE +/- 0.12, N = 3112.21112.78117.61119.521. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4KDCBA20406080100Min: 119.29 / Avg: 119.52 / Max: 119.671. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 1080pDBAC246810SE +/- 0.061, N = 37.0617.0877.0937.2061. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 1080pDBAC3691215Min: 7 / Avg: 7.09 / Max: 7.211. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 1080pCDAB306090120150SE +/- 0.73, N = 3140.85141.94142.24143.361. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 1080pCDAB306090120150Min: 141.03 / Avg: 142.24 / Max: 143.531. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 1080pDCBA70140210280350SE +/- 0.90, N = 3298.75300.67303.45305.711. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 1080pDCBA50100150200250Min: 304.65 / Avg: 305.71 / Max: 307.51. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 1080pDCBA100200300400500SE +/- 3.06, N = 3439.84441.57443.17446.751. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 1080pDCBA80160240320400Min: 441.58 / Avg: 446.75 / Max: 452.161. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Aircrack-ng

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.7DAC16K32K48K64K80KSE +/- 123.96, N = 372751.2572757.4972788.021. (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
OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.7DAC13K26K39K52K65KMin: 72543.75 / Avg: 72757.49 / Max: 72973.151. (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

B: The test run did not produce a result.

ASTC Encoder

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastDBAC60120180240300SE +/- 0.55, N = 3284.20284.77285.18286.211. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastDBAC50100150200250Min: 284.08 / Avg: 285.18 / Max: 285.741. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumABDC20406080100SE +/- 0.03, N = 398.4398.5298.5898.651. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumABDC20406080100Min: 98.37 / Avg: 98.43 / Max: 98.481. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughABCD3691215SE +/- 0.02, N = 312.1012.1112.1512.151. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughABCD48121620Min: 12.08 / Avg: 12.1 / Max: 12.141. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveABDC0.28880.57760.86641.15521.444SE +/- 0.0020, N = 31.27511.27821.28261.28371. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveABDC246810Min: 1.27 / Avg: 1.28 / Max: 1.281. (CXX) g++ options: -O3 -flto -pthread

LAMMPS Molecular Dynamics Simulator

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsDBAC3691215SE +/- 0.04, N = 312.5612.5812.6512.691. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsDBAC48121620Min: 12.58 / Avg: 12.65 / Max: 12.721. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinBACD3691215SE +/- 0.13, N = 512.3612.5812.6112.741. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinBACD48121620Min: 12.26 / Avg: 12.58 / Max: 12.971. (CXX) g++ options: -O3 -lm -ldl

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkDACB48121620SE +/- 0.06, N = 314.5514.6214.6914.74
OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkDACB48121620Min: 14.54 / Avg: 14.62 / Max: 14.73

AI Benchmark Alpha

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreCBDA300600900120015001361137713831412

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreCBDA20040060080010001126112811341140

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreCBDA50010001500200025002487250525172552

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12DCAB3691215SE +/- 0.01, N = 310.6510.6310.6310.571. (CXX) g++ options: -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12DCAB3691215Min: 10.61 / Avg: 10.62 / Max: 10.641. (CXX) g++ options: -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e13ADCB306090120150SE +/- 0.15, N = 3134.36134.26134.05133.791. (CXX) g++ options: -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e13ADCB306090120150Min: 134.05 / Avg: 134.36 / Max: 134.521. (CXX) g++ options: -O3

Apache Spark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeCABD0.76731.53462.30193.06923.8365SE +/- 0.03, N = 33.413.313.283.25
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeCABD246810Min: 3.28 / Avg: 3.31 / Max: 3.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkBACD20406080100SE +/- 0.27, N = 385.0985.0284.6284.48
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkBACD1632486480Min: 84.49 / Avg: 85.02 / Max: 85.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeBDAC1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.095.075.055.01
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeBDAC246810Min: 5.03 / Avg: 5.05 / Max: 5.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeDCAB0.811.622.433.244.05SE +/- 0.02, N = 33.603.413.413.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeDCAB246810Min: 3.38 / Avg: 3.41 / Max: 3.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeDABC0.42980.85961.28941.71922.149SE +/- 0.00, N = 31.911.901.891.74
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeDABC246810Min: 1.9 / Avg: 1.9 / Max: 1.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeADBC0.38030.76061.14091.52121.9015SE +/- 0.02, N = 31.691.671.561.45
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeADBC246810Min: 1.66 / Avg: 1.69 / Max: 1.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeBDAC0.360.721.081.441.8SE +/- 0.11, N = 31.601.501.501.47
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeBDAC246810Min: 1.28 / Avg: 1.5 / Max: 1.66

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeCABD0.77631.55262.32893.10523.8815SE +/- 0.01, N = 33.453.323.313.26
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeCABD246810Min: 3.3 / Avg: 3.32 / Max: 3.34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkDBCA20406080100SE +/- 0.23, N = 387.3386.6085.8385.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkDBCA20406080100Min: 84.68 / Avg: 85.14 / Max: 85.45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeBDAC1.14982.29963.44944.59925.749SE +/- 0.05, N = 35.115.095.065.02
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeBDAC246810Min: 4.97 / Avg: 5.06 / Max: 5.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeBACD0.7651.532.2953.063.825SE +/- 0.02, N = 33.403.403.383.23
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeBACD246810Min: 3.38 / Avg: 3.4 / Max: 3.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeCADB0.42980.85961.28941.71922.149SE +/- 0.01, N = 31.911.901.871.87
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeCADB246810Min: 1.88 / Avg: 1.9 / Max: 1.93

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimeDCBA0.41180.82361.23541.64722.059SE +/- 0.055733465, N = 31.8300000001.7320376271.7300000001.730000000
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimeDCBA246810Min: 1.63 / Avg: 1.73 / Max: 1.82

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeBADC0.3330.6660.9991.3321.665SE +/- 0.04, N = 31.481.431.411.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeBADC246810Min: 1.35 / Avg: 1.43 / Max: 1.5

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeCDAB0.81681.63362.45043.26724.084SE +/- 0.01, N = 33.633.503.503.31
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeCDAB246810Min: 3.49 / Avg: 3.5 / Max: 3.52

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkBADC20406080100SE +/- 0.81, N = 386.3685.6185.2884.74
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkBADC1632486480Min: 84.57 / Avg: 85.61 / Max: 87.2

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeCDAB1.14982.29963.44944.59925.749SE +/- 0.04, N = 35.115.105.065.01
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeCDAB246810Min: 4.99 / Avg: 5.06 / Max: 5.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeCBDA0.78141.56282.34423.12563.907SE +/- 0.017120473, N = 33.4728598573.4600000003.3800000003.370000000
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeCBDA246810Min: 3.34 / Avg: 3.37 / Max: 3.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeDBAC0.45680.91361.37041.82722.284SE +/- 0.02, N = 32.032.022.001.99
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeDBAC246810Min: 1.99 / Avg: 2 / Max: 2.04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimeADCB0.42980.85961.28941.71922.149SE +/- 0.04, N = 31.911.881.881.79
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimeADCB246810Min: 1.83 / Avg: 1.91 / Max: 1.96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimeADCB0.3780.7561.1341.5121.89SE +/- 0.05, N = 31.681.671.671.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimeADCB246810Min: 1.58 / Avg: 1.68 / Max: 1.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeDBCA0.86851.7372.60553.4744.3425SE +/- 0.03, N = 113.863.773.733.70
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeDBCA246810Min: 3.59 / Avg: 3.7 / Max: 3.88

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkBACD20406080100SE +/- 0.18, N = 1185.5185.3585.2685.20
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkBACD1632486480Min: 84.8 / Avg: 85.35 / Max: 86.51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCDBA1.1342.2683.4024.5365.67SE +/- 0.01, N = 115.045.035.035.03
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCDBA246810Min: 4.97 / Avg: 5.03 / Max: 5.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeCDBA0.88881.77762.66643.55524.444SE +/- 0.02, N = 113.953.903.903.86
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeCDBA246810Min: 3.72 / Avg: 3.86 / Max: 3.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeDABC0.57381.14761.72142.29522.869SE +/- 0.02, N = 112.552.462.422.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeDABC246810Min: 2.39 / Avg: 2.46 / Max: 2.6

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeCABD0.56931.13861.70792.27722.8465SE +/- 0.02, N = 112.532.492.442.33
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeCABD246810Min: 2.37 / Avg: 2.49 / Max: 2.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDBAC0.50181.00361.50542.00722.509SE +/- 0.03, N = 112.232.121.981.96
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDBAC246810Min: 1.86 / Avg: 1.98 / Max: 2.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeACBD48121620SE +/- 0.01, N = 316.2116.1916.1916.09
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeACBD48121620Min: 16.18 / Avg: 16.21 / Max: 16.22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkCADB20406080100SE +/- 0.26, N = 385.9585.5785.4984.92
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkCADB1632486480Min: 85.24 / Avg: 85.57 / Max: 86.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeABDC1.14082.28163.42244.56325.704SE +/- 0.01, N = 35.075.065.035.01
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeABDC246810Min: 5.04 / Avg: 5.07 / Max: 5.09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeDABC246810SE +/- 0.05, N = 36.926.846.786.70
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeDABC3691215Min: 6.74 / Avg: 6.84 / Max: 6.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeCBAD3691215SE +/- 0.04, N = 310.5910.4510.2310.21
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeCBAD3691215Min: 10.15 / Avg: 10.23 / Max: 10.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeDCAB3691215SE +/- 0.24, N = 312.1911.9811.9011.70
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeDCAB48121620Min: 11.46 / Avg: 11.9 / Max: 12.29

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeCADB3691215SE +/- 0.09, N = 312.0011.7711.2011.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeCADB3691215Min: 11.59 / Avg: 11.77 / Max: 11.88

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeBCAD48121620SE +/- 0.07, N = 316.6015.9415.8615.68
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeBCAD48121620Min: 15.73 / Avg: 15.86 / Max: 15.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkBCAD20406080100SE +/- 0.32, N = 386.1185.9385.6184.90
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkBCAD1632486480Min: 85.03 / Avg: 85.61 / Max: 86.15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeBDCA1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.095.065.055.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeBDCA246810Min: 5.03 / Avg: 5.05 / Max: 5.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeCDAB246810SE +/- 0.02, N = 36.516.506.406.39
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeCDAB3691215Min: 6.38 / Avg: 6.4 / Max: 6.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeCDAB3691215SE +/- 0.10, N = 310.2210.0210.019.92
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeCDAB3691215Min: 9.81 / Avg: 10.01 / Max: 10.13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeDCAB3691215SE +/- 0.08, N = 311.7211.4511.2911.22
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeDCAB3691215Min: 11.14 / Avg: 11.29 / Max: 11.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test TimeCDBA3691215SE +/- 0.17, N = 311.3411.1710.9910.73
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test TimeCDBA3691215Min: 10.51 / Avg: 10.73 / Max: 11.05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark TimeCABD714212835SE +/- 0.27, N = 331.6930.5630.4230.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark TimeCABD714212835Min: 30.2 / Avg: 30.56 / Max: 31.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi BenchmarkCDBA20406080100SE +/- 0.06, N = 385.8085.7585.5585.18
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi BenchmarkCDBA1632486480Min: 85.11 / Avg: 85.18 / Max: 85.29

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDBAC1.14082.28163.42244.56325.704SE +/- 0.01, N = 35.075.075.065.00
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDBAC246810Min: 5.05 / Avg: 5.06 / Max: 5.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test TimeDABC3691215SE +/- 0.11, N = 310.5610.5010.1910.13
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test TimeDABC3691215Min: 10.28 / Avg: 10.5 / Max: 10.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test TimeCBDA510152025SE +/- 0.05, N = 320.8720.7720.7220.61
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test TimeCBDA510152025Min: 20.51 / Avg: 20.61 / Max: 20.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test TimeCBAD612182430SE +/- 0.43, N = 324.1123.7923.4123.04
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test TimeCBAD612182430Min: 22.55 / Avg: 23.41 / Max: 23.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test TimeBDCA612182430SE +/- 0.13, N = 323.6023.0022.8822.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test TimeBDCA612182430Min: 22.24 / Avg: 22.5 / Max: 22.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark TimeCABD714212835SE +/- 0.06, N = 329.7929.7629.7529.47
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark TimeCABD714212835Min: 29.69 / Avg: 29.76 / Max: 29.89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi BenchmarkCDAB20406080100SE +/- 0.15, N = 387.0485.9185.6384.91
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi BenchmarkCDAB20406080100Min: 85.36 / Avg: 85.63 / Max: 85.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeBDCA1.14752.2953.44254.595.7375SE +/- 0.01, N = 35.105.085.065.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeBDCA246810Min: 5.05 / Avg: 5.06 / Max: 5.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test TimeBCAD3691215SE +/- 0.08, N = 39.839.759.719.67
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test TimeBCAD3691215Min: 9.62 / Avg: 9.71 / Max: 9.87

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test TimeDABC510152025SE +/- 0.04, N = 320.1820.0019.7519.44
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test TimeDABC510152025Min: 19.94 / Avg: 20 / Max: 20.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test TimeADBC510152025SE +/- 0.14, N = 322.5722.2922.1421.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test TimeADBC510152025Min: 22.31 / Avg: 22.57 / Max: 22.77

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test TimeABDC510152025SE +/- 0.20, N = 321.6921.6821.6721.22
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test TimeABDC510152025Min: 21.4 / Avg: 21.69 / Max: 22.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark TimeBADC1428425670SE +/- 0.76, N = 361.5760.7759.4259.39
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark TimeBADC1224364860Min: 59.37 / Avg: 60.77 / Max: 61.96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkABDC20406080100SE +/- 0.98, N = 386.1885.7885.3685.10
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkABDC1632486480Min: 84.87 / Avg: 86.18 / Max: 88.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeBDAC1.14752.2953.44254.595.7375SE +/- 0.03, N = 35.105.085.055.02
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeBDAC246810Min: 5 / Avg: 5.05 / Max: 5.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Group By Test TimeDCBA714212835SE +/- 0.11, N = 330.7730.3830.2930.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Group By Test TimeDCBA714212835Min: 30.09 / Avg: 30.24 / Max: 30.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test TimeADBC918273645SE +/- 0.12, N = 341.0940.9340.8940.57
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test TimeADBC918273645Min: 40.92 / Avg: 41.09 / Max: 41.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test TimeBDAC1020304050SE +/- 0.21, N = 346.0045.7745.1744.64
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test TimeBDAC918273645Min: 44.85 / Avg: 45.17 / Max: 45.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test TimeDCBA1020304050SE +/- 0.23, N = 345.6845.1644.5344.44
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test TimeDCBA918273645Min: 44.06 / Avg: 44.44 / Max: 44.85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark TimeDABC1326395265SE +/- 0.57, N = 959.7458.2056.4656.37
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark TimeDABC1224364860Min: 56.11 / Avg: 58.2 / Max: 60.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkBADC20406080100SE +/- 0.16, N = 985.7685.5685.3985.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkBADC1632486480Min: 84.67 / Avg: 85.56 / Max: 86.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeCBAD1.14982.29963.44944.59925.749SE +/- 0.02, N = 95.115.105.064.99
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeCBAD246810Min: 5 / Avg: 5.06 / Max: 5.12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeDBAC714212835SE +/- 0.05, N = 928.7128.6428.5728.51
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeDBAC612182430Min: 28.34 / Avg: 28.57 / Max: 28.81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeCABD918273645SE +/- 0.17, N = 940.0739.8439.7139.65
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeCABD816243240Min: 38.52 / Avg: 39.84 / Max: 40.18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeCDAB1020304050SE +/- 0.22, N = 944.3943.9643.6643.45
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeCDAB918273645Min: 42.68 / Avg: 43.66 / Max: 44.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeCBAD1020304050SE +/- 0.11, N = 943.6143.5843.3042.28
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeCBAD918273645Min: 42.87 / Avg: 43.3 / Max: 43.78

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeCBDA48121620SE +/- 0.02, N = 316.9116.1715.9615.90
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeCBDA48121620Min: 15.86 / Avg: 15.9 / Max: 15.94

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkCBAD20406080100SE +/- 0.38, N = 386.1586.0385.9184.90
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkCBAD1632486480Min: 85.2 / Avg: 85.91 / Max: 86.52

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDBAC1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.095.095.055.02
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDBAC246810Min: 5.04 / Avg: 5.05 / Max: 5.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeDABC246810SE +/- 0.03, N = 36.936.866.756.60
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeDABC3691215Min: 6.81 / Avg: 6.86 / Max: 6.92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeDABC3691215SE +/- 0.08, N = 310.3110.2810.1410.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeDABC3691215Min: 10.18 / Avg: 10.28 / Max: 10.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeDACB3691215SE +/- 0.30, N = 311.8911.3711.2611.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeDACB3691215Min: 11.07 / Avg: 11.37 / Max: 11.97

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimeCBDA3691215SE +/- 0.04, N = 311.1611.1511.1210.99
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimeCBDA3691215Min: 10.92 / Avg: 10.99 / Max: 11.04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeCADB48121620SE +/- 0.06, N = 316.5116.3416.2516.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeCADB48121620Min: 16.22 / Avg: 16.34 / Max: 16.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkDBCA20406080100SE +/- 0.24, N = 385.9985.7885.3085.20
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkDBCA1632486480Min: 84.95 / Avg: 85.2 / Max: 85.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeBDAC1.13632.27263.40894.54525.6815SE +/- 0.02, N = 35.055.035.035.02
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeBDAC246810Min: 5.01 / Avg: 5.03 / Max: 5.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeDACB246810SE +/- 0.08, N = 37.387.297.277.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeDACB3691215Min: 7.15 / Avg: 7.29 / Max: 7.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeDABC3691215SE +/- 0.08, N = 310.7210.4810.4810.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeDABC3691215Min: 10.37 / Avg: 10.48 / Max: 10.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimeDBAC3691215SE +/- 0.04, N = 312.2812.1911.8911.73
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimeDBAC48121620Min: 11.82 / Avg: 11.89 / Max: 11.97

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimeBDAC3691215SE +/- 0.03, N = 311.9011.3611.1210.98
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimeBDAC3691215Min: 11.07 / Avg: 11.12 / Max: 11.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark TimeBACD714212835SE +/- 0.25, N = 930.5329.7729.3729.34
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark TimeBACD714212835Min: 29.14 / Avg: 29.77 / Max: 31.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi BenchmarkDABC20406080100SE +/- 0.17, N = 985.8585.5085.4484.98
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi BenchmarkDABC1632486480Min: 84.69 / Avg: 85.5 / Max: 86.31

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeBDCA1.18132.36263.54394.72525.9065SE +/- 0.02, N = 95.255.065.055.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeBDCA246810Min: 5 / Avg: 5.05 / Max: 5.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test TimeCADB3691215SE +/- 0.05, N = 910.2710.1610.0310.00
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test TimeCADB3691215Min: 9.9 / Avg: 10.16 / Max: 10.34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test TimeBADC510152025SE +/- 0.04, N = 919.6619.5419.5319.45
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test TimeBADC510152025Min: 19.34 / Avg: 19.54 / Max: 19.77

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test TimeDACB510152025SE +/- 0.14, N = 922.2721.7721.1021.10
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test TimeDACB510152025Min: 21.13 / Avg: 21.77 / Max: 22.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDACB510152025SE +/- 0.13, N = 922.0121.3220.8020.43
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDACB510152025Min: 20.63 / Avg: 21.32 / Max: 21.83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark TimeBDCA714212835SE +/- 0.24, N = 1231.2031.1730.4130.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark TimeBDCA714212835Min: 29.56 / Avg: 30.41 / Max: 31.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi BenchmarkABCD20406080100SE +/- 0.19, N = 1285.7785.6685.2485.20
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi BenchmarkABCD1632486480Min: 85 / Avg: 85.77 / Max: 87.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDBAC1.1522.3043.4564.6085.76SE +/- 0.02, N = 125.125.075.075.03
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDBAC246810Min: 5 / Avg: 5.07 / Max: 5.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Group By Test TimeCABD3691215SE +/- 0.04, N = 1210.4710.3210.2510.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Group By Test TimeCABD3691215Min: 10.11 / Avg: 10.32 / Max: 10.61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test TimeCDAB510152025SE +/- 0.08, N = 1220.9320.7520.1419.87
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test TimeCDAB510152025Min: 19.89 / Avg: 20.14 / Max: 20.63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Inner Join Test TimeCDAB612182430SE +/- 0.15, N = 1223.5623.2822.8022.01
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Inner Join Test TimeCDAB612182430Min: 22.21 / Avg: 22.8 / Max: 23.85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test TimeCBAD510152025SE +/- 0.15, N = 1222.8122.1221.8821.67
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test TimeCBAD510152025Min: 21.06 / Avg: 21.88 / Max: 22.83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark TimeABDC1326395265SE +/- 0.48, N = 958.3857.0456.9756.39
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark TimeABDC1224364860Min: 56.5 / Avg: 58.38 / Max: 60.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi BenchmarkBCAD20406080100SE +/- 0.14, N = 986.3185.7685.5085.36
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi BenchmarkBCAD1632486480Min: 84.95 / Avg: 85.5 / Max: 86.2

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeABCD1.13852.2773.41554.5545.6925SE +/- 0.01, N = 95.065.055.045.00
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeABCD246810Min: 4.98 / Avg: 5.06 / Max: 5.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Group By Test TimeBDAC612182430SE +/- 0.07, N = 927.0126.8126.7926.70
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Group By Test TimeBDAC612182430Min: 26.51 / Avg: 26.79 / Max: 27.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test TimeABCD918273645SE +/- 0.15, N = 938.8238.2338.1938.16
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test TimeABCD816243240Min: 38.21 / Avg: 38.82 / Max: 39.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Inner Join Test TimeCDAB1020304050SE +/- 0.38, N = 945.9044.4443.7342.53
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Inner Join Test TimeCDAB918273645Min: 41.74 / Avg: 43.73 / Max: 45.23

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test TimeCDAB1020304050SE +/- 0.16, N = 943.3842.8542.8242.52
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test TimeCDAB918273645Min: 42.29 / Avg: 42.82 / Max: 43.67

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark TimeABDC1428425670SE +/- 0.37, N = 360.6159.1158.0657.65
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark TimeABDC1224364860Min: 60.23 / Avg: 60.61 / Max: 61.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkCBAD20406080100SE +/- 0.13, N = 386.4185.7785.0884.89
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkCBAD1632486480Min: 84.85 / Avg: 85.08 / Max: 85.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCADB1.14532.29063.43594.58125.7265SE +/- 0.03, N = 35.095.065.045.01
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCADB246810Min: 5 / Avg: 5.06 / Max: 5.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test TimeDABC612182430SE +/- 0.18, N = 323.1422.8522.7722.55
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test TimeDABC510152025Min: 22.65 / Avg: 22.85 / Max: 23.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeADCB918273645SE +/- 0.30, N = 339.3939.1539.0639.03
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeADCB816243240Min: 39.05 / Avg: 39.39 / Max: 39.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test TimeBACD1020304050SE +/- 0.17, N = 345.4444.3843.7343.57
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test TimeBACD918273645Min: 44.05 / Avg: 44.38 / Max: 44.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test TimeACDB1020304050SE +/- 0.38, N = 343.6743.5743.4543.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time