5950xGentoo-ApacheSpark-all

AMD Ryzen 9 5950X 16-Core testing with a Gigabyte X570 AORUS ELITE WIFI (F37c BIOS) and eVGA NVIDIA GeForce GTX 1060 6GB on Gentoo 2.8 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 2208048-QUAR-5950XGE41
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
AMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX
August 04
  22 Hours, 28 Minutes
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5950xGentoo-ApacheSpark-allOpenBenchmarking.orgPhoronix Test Suite 10.8.4AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)Gigabyte X570 AORUS ELITE WIFI (F37c BIOS)AMD Starship/Matisse4 x 8 GB DDR4-3533MT/s CMK16GX4M2Z3200C162 x 1000GB Samsung SSD 980 PRO 1TBeVGA NVIDIA GeForce GTX 1060 6GBNVIDIA GP106 HD AudioDELL 2707WFPIntel I211 + Intel Dual Band-AC 3168NGWGentoo 2.85.19.0-gentoo-harambe-edition (x86_64)KDE Plasma 5.25.4X Server 1.21.1.4NVIDIA 515.65.01GCC 11.3.0ext43840x1200ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen Resolution5950xGentoo-ApacheSpark-all BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201016 - OpenJDK Runtime Environment Temurin-17.0.3+7 (build 17.0.3+7)- Python 3.10.5- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Vulnerable IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

5950xGentoo-ApacheSpark-allspark: 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 TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX2.2873.713.422.851.311.160.872.2473.643.412.651.381.210.992.3273.923.412.761.451.361.082.5972.993.413.171.761.921.477.5572.943.394.855.025.655.497.2073.663.444.455.025.535.1213.4872.893.436.899.4010.5910.2612.6373.603.416.128.9110.739.5325.5473.013.4318.1418.3221.4621.4823.5873.743.4217.3017.3219.2118.897.4573.713.385.015.095.705.508.2473.413.425.145.426.335.9112.6873.323.376.749.3710.479.9013.5873.623.426.879.4010.7910.1423.1172.903.4015.8616.7918.5218.1424.0373.763.3914.5117.6819.9518.89OpenBenchmarking.org

Apache Spark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.5131.0261.5392.0522.565SE +/- 0.02, N = 32.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.33, N = 373.71

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76951.5392.30853.0783.8475SE +/- 0.01, N = 33.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.64131.28261.92392.56523.2065SE +/- 0.02, N = 32.85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.29480.58960.88441.17921.474SE +/- 0.02, N = 31.31

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.2610.5220.7831.0441.305SE +/- 0.03, N = 31.16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.19580.39160.58740.78320.979SE +/- 0.01, N = 30.87

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.5041.0081.5122.0162.52SE +/- 0.02, N = 32.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.42, N = 373.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76731.53462.30193.06923.8365SE +/- 0.01, N = 33.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.59631.19261.78892.38522.9815SE +/- 0.03, N = 32.65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.31050.6210.93151.2421.5525SE +/- 0.02, N = 31.38

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.27230.54460.81691.08921.3615SE +/- 0.02, N = 31.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.22280.44560.66840.89121.114SE +/- 0.01, N = 30.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.5221.0441.5662.0882.61SE +/- 0.02, N = 32.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.36, N = 373.92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76731.53462.30193.06923.8365SE +/- 0.02, N = 33.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.6211.2421.8632.4843.105SE +/- 0.05, N = 32.76

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.32630.65260.97891.30521.6315SE +/- 0.01, N = 31.45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.3060.6120.9181.2241.53SE +/- 0.01, N = 31.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.2430.4860.7290.9721.215SE +/- 0.02, N = 31.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.58281.16561.74842.33122.914SE +/- 0.03, N = 32.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.18, N = 372.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76731.53462.30193.06923.8365SE +/- 0.04, N = 33.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.71331.42662.13992.85323.5665SE +/- 0.01, N = 33.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.3960.7921.1881.5841.98SE +/- 0.02, N = 31.76

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.4320.8641.2961.7282.16SE +/- 0.11, N = 31.92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.33080.66160.99241.32321.654SE +/- 0.05, N = 31.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.05, N = 37.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.20, N = 372.94

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76281.52562.28843.05123.814SE +/- 0.01, N = 33.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.09132.18263.27394.36525.4565SE +/- 0.03, N = 34.85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.12952.2593.38854.5185.6475SE +/- 0.01, N = 35.02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.27132.54263.81395.08526.3565SE +/- 0.09, N = 35.65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.23532.47063.70594.94126.1765SE +/- 0.25, N = 35.49

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.01, N = 37.20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.41, N = 373.66

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.7741.5482.3223.0963.87SE +/- 0.03, N = 33.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.00132.00263.00394.00525.0065SE +/- 0.07, N = 34.45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.12952.2593.38854.5185.6475SE +/- 0.26, N = 35.02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.24432.48863.73294.97726.2215SE +/- 0.17, N = 35.53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.1522.3043.4564.6085.76SE +/- 0.28, N = 35.12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.02, N = 313.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.47, N = 372.89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.77181.54362.31543.08723.859SE +/- 0.01, N = 33.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.06, N = 36.89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.04, N = 39.40

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.40, N = 310.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.19, N = 310.26

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.09, N = 1212.63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.30, N = 1273.60

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76731.53462.30193.06923.8365SE +/- 0.01, N = 123.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.03, N = 126.12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.15, N = 128.91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.16, N = 1210.73

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.19, N = 129.53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX612182430SE +/- 0.10, N = 325.54

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.69, N = 373.01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.77181.54362.31543.08723.859SE +/- 0.01, N = 33.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX48121620SE +/- 0.03, N = 318.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX510152025SE +/- 0.63, N = 318.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX510152025SE +/- 1.07, N = 321.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX510152025SE +/- 0.81, N = 321.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX612182430SE +/- 0.10, N = 323.58

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.42, N = 373.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76951.5392.30853.0783.8475SE +/- 0.01, N = 33.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX48121620SE +/- 0.04, N = 317.30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX48121620SE +/- 0.13, N = 317.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX510152025SE +/- 0.16, N = 319.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX510152025SE +/- 0.05, N = 318.89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.04, N = 37.45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.25, N = 373.71

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76051.5212.28153.0423.8025SE +/- 0.02, N = 33.38

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.12732.25463.38194.50925.6365SE +/- 0.04, N = 35.01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.14532.29063.43594.58125.7265SE +/- 0.01, N = 35.09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.28252.5653.84755.136.4125SE +/- 0.10, N = 35.70

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.23752.4753.71254.956.1875SE +/- 0.12, N = 35.50

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.09, N = 158.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.21, N = 1573.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76951.5392.30853.0783.8475SE +/- 0.01, N = 153.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.15652.3133.46954.6265.7825SE +/- 0.02, N = 155.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.21952.4393.65854.8786.0975SE +/- 0.04, N = 155.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.11, N = 156.33

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.32982.65963.98945.31926.649SE +/- 0.08, N = 155.91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.07, N = 312.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.65, N = 373.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.75831.51662.27493.03323.7915SE +/- 0.02, N = 33.37

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.03, N = 36.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.29, N = 39.37

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.29, N = 310.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.59, N = 39.90

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.17, N = 1213.58

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.22, N = 1273.62

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76951.5392.30853.0783.8475SE +/- 0.01, N = 123.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.02, N = 126.87

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.08, N = 129.40

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.15, N = 1210.79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215SE +/- 0.19, N = 1210.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX612182430SE +/- 0.05, N = 323.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.22, N = 372.90

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.7651.532.2953.063.825SE +/- 0.01, N = 33.40

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX48121620SE +/- 0.12, N = 315.86

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX48121620SE +/- 0.03, N = 316.79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX510152025SE +/- 0.23, N = 318.52

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX48121620SE +/- 0.23, N = 318.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX612182430SE +/- 0.21, N = 1224.03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1632486480SE +/- 0.29, N = 1273.76

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.76281.52562.28843.05123.814SE +/- 0.01, N = 123.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX48121620SE +/- 0.17, N = 1214.51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX48121620SE +/- 0.19, N = 1217.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX510152025SE +/- 0.30, N = 1219.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX510152025SE +/- 0.32, N = 1218.89