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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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 4KDCBA0.54741.09481.64222.18962.737SE +/- 0.005, N = 32.4202.4282.4142.4331. (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 4KDCBA246810Min: 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 4KDCBA1224364860SE +/- 0.05, N = 351.0250.4851.5452.031. (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 4KDCBA1020304050Min: 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 1080pDCBA246810SE +/- 0.061, N = 37.0617.2067.0877.0931. (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 1080pDCBA3691215Min: 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 1080pDCBA306090120150SE +/- 0.73, N = 3141.94140.85143.36142.241. (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 1080pDCBA306090120150Min: 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 1.7DCA16K32K48K64K80KSE +/- 123.96, N = 372751.2572788.0272757.491. (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 1.7DCA13K26K39K52K65KMin: 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: FastDCBA60120180240300SE +/- 0.55, N = 3284.20286.21284.77285.181. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastDCBA50100150200250Min: 284.08 / Avg: 285.18 / Max: 285.741. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumDCBA20406080100SE +/- 0.03, N = 398.5898.6598.5298.431. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumDCBA20406080100Min: 98.37 / Avg: 98.43 / Max: 98.481. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughDCBA3691215SE +/- 0.02, N = 312.1512.1512.1112.101. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughDCBA48121620Min: 12.08 / Avg: 12.1 / Max: 12.141. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveDCBA0.28880.57760.86641.15521.444SE +/- 0.0020, N = 31.28261.28371.27821.27511. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveDCBA246810Min: 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 AtomsDCBA3691215SE +/- 0.04, N = 312.5612.6912.5812.651. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsDCBA48121620Min: 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 ProteinDCBA3691215SE +/- 0.13, N = 512.7412.6112.3612.581. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinDCBA48121620Min: 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 BenchmarkDCBA48121620SE +/- 0.06, N = 314.5514.6914.7414.62
OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkDCBA48121620Min: 14.54 / Avg: 14.62 / Max: 14.73

AI Benchmark Alpha

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreDCBA300600900120015001383136113771412

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreDCBA20040060080010001134112611281140

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreDCBA50010001500200025002517248725052552

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12DCBA3691215SE +/- 0.01, N = 310.6510.6310.5710.631. (CXX) g++ options: -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12DCBA3691215Min: 10.61 / Avg: 10.62 / Max: 10.641. (CXX) g++ options: -O3

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e13DCBA306090120150SE +/- 0.15, N = 3134.26134.05133.79134.361. (CXX) g++ options: -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e13DCBA306090120150Min: 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 TimeDCBA0.76731.53462.30193.06923.8365SE +/- 0.03, N = 33.253.413.283.31
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeDCBA246810Min: 3.28 / Avg: 3.31 / Max: 3.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.27, N = 384.4884.6285.0985.02
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkDCBA1632486480Min: 84.49 / Avg: 85.02 / Max: 85.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDCBA1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.075.015.095.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5.03 / Avg: 5.05 / Max: 5.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeDCBA0.811.622.433.244.05SE +/- 0.02, N = 33.603.413.403.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeDCBA246810Min: 3.38 / Avg: 3.41 / Max: 3.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeDCBA0.42980.85961.28941.71922.149SE +/- 0.00, N = 31.911.741.891.90
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeDCBA246810Min: 1.9 / Avg: 1.9 / Max: 1.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeDCBA0.38030.76061.14091.52121.9015SE +/- 0.02, N = 31.671.451.561.69
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeDCBA246810Min: 1.66 / Avg: 1.69 / Max: 1.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeDCBA0.360.721.081.441.8SE +/- 0.11, N = 31.501.471.601.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeDCBA246810Min: 1.28 / Avg: 1.5 / Max: 1.66

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeDCBA0.77631.55262.32893.10523.8815SE +/- 0.01, N = 33.263.453.313.32
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeDCBA246810Min: 3.3 / Avg: 3.32 / Max: 3.34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.23, N = 387.3385.8386.6085.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkDCBA20406080100Min: 84.68 / Avg: 85.14 / Max: 85.45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeDCBA1.14982.29963.44944.59925.749SE +/- 0.05, N = 35.095.025.115.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 4.97 / Avg: 5.06 / Max: 5.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeDCBA0.7651.532.2953.063.825SE +/- 0.02, N = 33.233.383.403.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeDCBA246810Min: 3.38 / Avg: 3.4 / Max: 3.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeDCBA0.42980.85961.28941.71922.149SE +/- 0.01, N = 31.871.911.871.90
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeDCBA246810Min: 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 TimeDCBA0.3330.6660.9991.3321.665SE +/- 0.04, N = 31.411.411.481.43
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeDCBA246810Min: 1.35 / Avg: 1.43 / Max: 1.5

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeDCBA0.81681.63362.45043.26724.084SE +/- 0.01, N = 33.503.633.313.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeDCBA246810Min: 3.49 / Avg: 3.5 / Max: 3.52

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.81, N = 385.2884.7486.3685.61
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkDCBA1632486480Min: 84.57 / Avg: 85.61 / Max: 87.2

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDCBA1.14982.29963.44944.59925.749SE +/- 0.04, N = 35.105.115.015.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 4.99 / Avg: 5.06 / Max: 5.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeDCBA0.78141.56282.34423.12563.907SE +/- 0.017120473, N = 33.3800000003.4728598573.4600000003.370000000
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeDCBA246810Min: 3.34 / Avg: 3.37 / Max: 3.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeDCBA0.45680.91361.37041.82722.284SE +/- 0.02, N = 32.031.992.022.00
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeDCBA246810Min: 1.99 / Avg: 2 / Max: 2.04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimeDCBA0.42980.85961.28941.71922.149SE +/- 0.04, N = 31.881.881.791.91
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimeDCBA246810Min: 1.83 / Avg: 1.91 / Max: 1.96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDCBA0.3780.7561.1341.5121.89SE +/- 0.05, N = 31.671.671.661.68
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDCBA246810Min: 1.58 / Avg: 1.68 / Max: 1.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeDCBA0.86851.7372.60553.4744.3425SE +/- 0.03, N = 113.863.733.773.70
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeDCBA246810Min: 3.59 / Avg: 3.7 / Max: 3.88

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.18, N = 1185.2085.2685.5185.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkDCBA1632486480Min: 84.8 / Avg: 85.35 / Max: 86.51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDCBA1.1342.2683.4024.5365.67SE +/- 0.01, N = 115.035.045.035.03
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 4.97 / Avg: 5.03 / Max: 5.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeDCBA0.88881.77762.66643.55524.444SE +/- 0.02, N = 113.903.953.903.86
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeDCBA246810Min: 3.72 / Avg: 3.86 / Max: 3.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeDCBA0.57381.14761.72142.29522.869SE +/- 0.02, N = 112.552.402.422.46
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeDCBA246810Min: 2.39 / Avg: 2.46 / Max: 2.6

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeDCBA0.56931.13861.70792.27722.8465SE +/- 0.02, N = 112.332.532.442.49
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeDCBA246810Min: 2.37 / Avg: 2.49 / Max: 2.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDCBA0.50181.00361.50542.00722.509SE +/- 0.03, N = 112.231.962.121.98
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDCBA246810Min: 1.86 / Avg: 1.98 / Max: 2.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeDCBA48121620SE +/- 0.01, N = 316.0916.1916.1916.21
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeDCBA48121620Min: 16.18 / Avg: 16.21 / Max: 16.22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.26, N = 385.4985.9584.9285.57
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkDCBA1632486480Min: 85.24 / Avg: 85.57 / Max: 86.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDCBA1.14082.28163.42244.56325.704SE +/- 0.01, N = 35.035.015.065.07
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5.04 / Avg: 5.07 / Max: 5.09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeDCBA246810SE +/- 0.05, N = 36.926.706.786.84
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeDCBA3691215Min: 6.74 / Avg: 6.84 / Max: 6.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeDCBA3691215SE +/- 0.04, N = 310.2110.5910.4510.23
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeDCBA3691215Min: 10.15 / Avg: 10.23 / Max: 10.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeDCBA3691215SE +/- 0.24, N = 312.1911.9811.7011.90
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeDCBA48121620Min: 11.46 / Avg: 11.9 / Max: 12.29

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeDCBA3691215SE +/- 0.09, N = 311.2012.0011.1411.77
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeDCBA3691215Min: 11.59 / Avg: 11.77 / Max: 11.88

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeDCBA48121620SE +/- 0.07, N = 315.6815.9416.6015.86
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeDCBA48121620Min: 15.73 / Avg: 15.86 / Max: 15.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.32, N = 384.9085.9386.1185.61
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkDCBA1632486480Min: 85.03 / Avg: 85.61 / Max: 86.15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeDCBA1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.065.055.095.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5.03 / Avg: 5.05 / Max: 5.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeDCBA246810SE +/- 0.02, N = 36.506.516.396.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeDCBA3691215Min: 6.38 / Avg: 6.4 / Max: 6.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeDCBA3691215SE +/- 0.10, N = 310.0210.229.9210.01
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeDCBA3691215Min: 9.81 / Avg: 10.01 / Max: 10.13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeDCBA3691215SE +/- 0.08, N = 311.7211.4511.2211.29
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeDCBA3691215Min: 11.14 / Avg: 11.29 / Max: 11.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test TimeDCBA3691215SE +/- 0.17, N = 311.1711.3410.9910.73
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test TimeDCBA3691215Min: 10.51 / Avg: 10.73 / Max: 11.05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark TimeDCBA714212835SE +/- 0.27, N = 330.3531.6930.4230.56
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark TimeDCBA714212835Min: 30.2 / Avg: 30.56 / Max: 31.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.06, N = 385.7585.8085.5585.18
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi BenchmarkDCBA1632486480Min: 85.11 / Avg: 85.18 / Max: 85.29

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDCBA1.14082.28163.42244.56325.704SE +/- 0.01, N = 35.075.005.075.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5.05 / Avg: 5.06 / Max: 5.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test TimeDCBA3691215SE +/- 0.11, N = 310.5610.1310.1910.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test TimeDCBA3691215Min: 10.28 / Avg: 10.5 / Max: 10.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test TimeDCBA510152025SE +/- 0.05, N = 320.7220.8720.7720.61
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test TimeDCBA510152025Min: 20.51 / Avg: 20.61 / Max: 20.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test TimeDCBA612182430SE +/- 0.43, N = 323.0424.1123.7923.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test TimeDCBA612182430Min: 22.55 / Avg: 23.41 / Max: 23.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test TimeDCBA612182430SE +/- 0.13, N = 323.0022.8823.6022.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test TimeDCBA612182430Min: 22.24 / Avg: 22.5 / Max: 22.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark TimeDCBA714212835SE +/- 0.06, N = 329.4729.7929.7529.76
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark TimeDCBA714212835Min: 29.69 / Avg: 29.76 / Max: 29.89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.15, N = 385.9187.0484.9185.63
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi BenchmarkDCBA20406080100Min: 85.36 / Avg: 85.63 / Max: 85.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeDCBA1.14752.2953.44254.595.7375SE +/- 0.01, N = 35.085.065.105.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5.05 / Avg: 5.06 / Max: 5.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test TimeDCBA3691215SE +/- 0.08, N = 39.679.759.839.71
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test TimeDCBA3691215Min: 9.62 / Avg: 9.71 / Max: 9.87

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test TimeDCBA510152025SE +/- 0.04, N = 320.1819.4419.7520.00
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test TimeDCBA510152025Min: 19.94 / Avg: 20 / Max: 20.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test TimeDCBA510152025SE +/- 0.14, N = 322.2921.4022.1422.57
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test TimeDCBA510152025Min: 22.31 / Avg: 22.57 / Max: 22.77

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test TimeDCBA510152025SE +/- 0.20, N = 321.6721.2221.6821.69
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test TimeDCBA510152025Min: 21.4 / Avg: 21.69 / Max: 22.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark TimeDCBA1428425670SE +/- 0.76, N = 359.4259.3961.5760.77
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark TimeDCBA1224364860Min: 59.37 / Avg: 60.77 / Max: 61.96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.98, N = 385.3685.1085.7886.18
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkDCBA1632486480Min: 84.87 / Avg: 86.18 / Max: 88.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDCBA1.14752.2953.44254.595.7375SE +/- 0.03, N = 35.085.025.105.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 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 TimeDCBA918273645SE +/- 0.12, N = 340.9340.5740.8941.09
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test TimeDCBA918273645Min: 40.92 / Avg: 41.09 / Max: 41.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test TimeDCBA1020304050SE +/- 0.21, N = 345.7744.6446.0045.17
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test TimeDCBA918273645Min: 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 TimeDCBA1326395265SE +/- 0.57, N = 959.7456.3756.4658.20
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark TimeDCBA1224364860Min: 56.11 / Avg: 58.2 / Max: 60.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.16, N = 985.3985.0585.7685.56
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkDCBA1632486480Min: 84.67 / Avg: 85.56 / Max: 86.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeDCBA1.14982.29963.44944.59925.749SE +/- 0.02, N = 94.995.115.105.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5 / Avg: 5.06 / Max: 5.12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeDCBA714212835SE +/- 0.05, N = 928.7128.5128.6428.57
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeDCBA612182430Min: 28.34 / Avg: 28.57 / Max: 28.81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeDCBA918273645SE +/- 0.17, N = 939.6540.0739.7139.84
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeDCBA816243240Min: 38.52 / Avg: 39.84 / Max: 40.18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeDCBA1020304050SE +/- 0.22, N = 943.9644.3943.4543.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeDCBA918273645Min: 42.68 / Avg: 43.66 / Max: 44.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeDCBA1020304050SE +/- 0.11, N = 942.2843.6143.5843.30
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeDCBA918273645Min: 42.87 / Avg: 43.3 / Max: 43.78

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeDCBA48121620SE +/- 0.02, N = 315.9616.9116.1715.90
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeDCBA48121620Min: 15.86 / Avg: 15.9 / Max: 15.94

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.38, N = 384.9086.1586.0385.91
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkDCBA1632486480Min: 85.2 / Avg: 85.91 / Max: 86.52

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDCBA1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.095.025.095.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5.04 / Avg: 5.05 / Max: 5.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeDCBA246810SE +/- 0.03, N = 36.936.606.756.86
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeDCBA3691215Min: 6.81 / Avg: 6.86 / Max: 6.92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeDCBA3691215SE +/- 0.08, N = 310.3110.0510.1410.28
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeDCBA3691215Min: 10.18 / Avg: 10.28 / Max: 10.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeDCBA3691215SE +/- 0.30, N = 311.8911.2611.1411.37
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeDCBA3691215Min: 11.07 / Avg: 11.37 / Max: 11.97

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDCBA3691215SE +/- 0.04, N = 311.1211.1611.1510.99
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDCBA3691215Min: 10.92 / Avg: 10.99 / Max: 11.04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeDCBA48121620SE +/- 0.06, N = 316.2516.5116.2416.34
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeDCBA48121620Min: 16.22 / Avg: 16.34 / Max: 16.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.24, N = 385.9985.3085.7885.20
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkDCBA1632486480Min: 84.95 / Avg: 85.2 / Max: 85.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDCBA1.13632.27263.40894.54525.6815SE +/- 0.02, N = 35.035.025.055.03
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5.01 / Avg: 5.03 / Max: 5.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeDCBA246810SE +/- 0.08, N = 37.387.277.067.29
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeDCBA3691215Min: 7.15 / Avg: 7.29 / Max: 7.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeDCBA3691215SE +/- 0.08, N = 310.7210.3510.4810.48
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeDCBA3691215Min: 10.37 / Avg: 10.48 / Max: 10.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimeDCBA3691215SE +/- 0.04, N = 312.2811.7312.1911.89
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimeDCBA48121620Min: 11.82 / Avg: 11.89 / Max: 11.97

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDCBA3691215SE +/- 0.03, N = 311.3610.9811.9011.12
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDCBA3691215Min: 11.07 / Avg: 11.12 / Max: 11.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark TimeDCBA714212835SE +/- 0.25, N = 929.3429.3730.5329.77
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark TimeDCBA714212835Min: 29.14 / Avg: 29.77 / Max: 31.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.17, N = 985.8584.9885.4485.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi BenchmarkDCBA1632486480Min: 84.69 / Avg: 85.5 / Max: 86.31

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDCBA1.18132.36263.54394.72525.9065SE +/- 0.02, N = 95.065.055.255.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5 / Avg: 5.05 / Max: 5.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test TimeDCBA3691215SE +/- 0.05, N = 910.0310.2710.0010.16
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test TimeDCBA3691215Min: 9.9 / Avg: 10.16 / Max: 10.34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test TimeDCBA510152025SE +/- 0.04, N = 919.5319.4519.6619.54
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test TimeDCBA510152025Min: 19.34 / Avg: 19.54 / Max: 19.77

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test TimeDCBA510152025SE +/- 0.14, N = 922.2721.1021.1021.77
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test TimeDCBA510152025Min: 21.13 / Avg: 21.77 / Max: 22.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDCBA510152025SE +/- 0.13, N = 922.0120.8020.4321.32
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDCBA510152025Min: 20.63 / Avg: 21.32 / Max: 21.83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark TimeDCBA714212835SE +/- 0.24, N = 1231.1730.4131.2030.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark TimeDCBA714212835Min: 29.56 / Avg: 30.41 / Max: 31.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.19, N = 1285.2085.2485.6685.77
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi BenchmarkDCBA1632486480Min: 85 / Avg: 85.77 / Max: 87.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDCBA1.1522.3043.4564.6085.76SE +/- 0.02, N = 125.125.035.075.07
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5 / Avg: 5.07 / Max: 5.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Group By Test TimeDCBA3691215SE +/- 0.04, N = 1210.0610.4710.2510.32
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Group By Test TimeDCBA3691215Min: 10.11 / Avg: 10.32 / Max: 10.61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test TimeDCBA510152025SE +/- 0.08, N = 1220.7520.9319.8720.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test TimeDCBA510152025Min: 19.89 / Avg: 20.14 / Max: 20.63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Inner Join Test TimeDCBA612182430SE +/- 0.15, N = 1223.2823.5622.0122.80
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Inner Join Test TimeDCBA612182430Min: 22.21 / Avg: 22.8 / Max: 23.85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDCBA510152025SE +/- 0.15, N = 1221.6722.8122.1221.88
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDCBA510152025Min: 21.06 / Avg: 21.88 / Max: 22.83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark TimeDCBA1326395265SE +/- 0.48, N = 956.9756.3957.0458.38
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark TimeDCBA1224364860Min: 56.5 / Avg: 58.38 / Max: 60.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.14, N = 985.3685.7686.3185.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi BenchmarkDCBA1632486480Min: 84.95 / Avg: 85.5 / Max: 86.2

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 4.98 / Avg: 5.06 / Max: 5.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Group By Test TimeDCBA612182430SE +/- 0.07, N = 926.8126.7027.0126.79
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Group By Test TimeDCBA612182430Min: 26.51 / Avg: 26.79 / Max: 27.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test TimeDCBA918273645SE +/- 0.15, N = 938.1638.1938.2338.82
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test TimeDCBA816243240Min: 38.21 / Avg: 38.82 / Max: 39.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Inner Join Test TimeDCBA1020304050SE +/- 0.38, N = 944.4445.9042.5343.73
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Inner Join Test TimeDCBA918273645Min: 41.74 / Avg: 43.73 / Max: 45.23

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDCBA1020304050SE +/- 0.16, N = 942.8543.3842.5242.82
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test TimeDCBA918273645Min: 42.29 / Avg: 42.82 / Max: 43.67

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark TimeDCBA1428425670SE +/- 0.37, N = 358.0657.6559.1160.61
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark TimeDCBA1224364860Min: 60.23 / Avg: 60.61 / Max: 61.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkDCBA20406080100SE +/- 0.13, N = 384.8986.4185.7785.08
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkDCBA1632486480Min: 84.85 / Avg: 85.08 / Max: 85.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDCBA1.14532.29063.43594.58125.7265SE +/- 0.03, N = 35.045.095.015.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeDCBA246810Min: 5 / Avg: 5.06 / Max: 5.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test TimeDCBA612182430SE +/- 0.18, N = 323.1422.5522.7722.85
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test TimeDCBA510152025Min: 22.65 / Avg: 22.85 / Max: 23.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeDCBA918273645SE +/- 0.30, N = 339.1539.0639.0339.39
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeDCBA816243240Min: 39.05 / Avg: 39.39 / Max: 39.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test TimeDCBA1020304050SE +/- 0.17, N = 343.5743.7345.4444.38
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test TimeDCBA918273645Min: 44.05 / Avg: 44.38 / Max: 44.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test TimeDCBA1020304050SE +/- 0.38, N = 343.4543.5743.4043.67
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time