5950xspark

AMD Ryzen 9 5950X 16-Core testing with a Gigabyte X570 AORUS ELITE WIFI (F37d 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 2208122-QUAR-220810448
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AMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX
August 10
  8 Hours, 18 Minutes
biosupdate
August 12
  8 Hours, 23 Minutes
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  8 Hours, 20 Minutes
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5950xsparkProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdateAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)Gigabyte X570 AORUS ELITE WIFI (F37c BIOS)AMD Starship/Matisse2 x 16 GB DDR4-3733MT/s TEAMGROUP-UD4-36002 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 11.3.0ext43840x1200Gigabyte X570 AORUS ELITE WIFI (F37d BIOS)5.19.1-gentoo-harambe-edition (x86_64)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseProcessor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201016Java Details- AMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX: OpenJDK Runtime Environment Temurin-17.0.3+7 (build 17.0.3+7)- biosupdate: OpenJDK Runtime Environment 17.0.3_p7-r1 (build 17.0.3+7)Python Details- Python 3.10.5Security Details- AMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX: 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 - biosupdate: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

AMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX vs. biosupdate ComparisonPhoronix Test Suite 10.8.4Baseline+4.6%+4.6%+9.2%+9.2%+13.8%+13.8%+18.4%+18.4%9%8.1%6%5.3%5.1%4.3%3.3%3.1%2.5%2.3%2.3%2.3%2.2%2.1%1000000 - 2000 - B.I.J.T.T18.5%1000000 - 2000 - I.J.T.T10.8%1000000 - 100 - B.I.J.T.T10000000 - 500 - B.I.J.T.T1000000 - 100 - I.J.T.T1000000 - 1000 - I.J.T.T5.6%1000000 - 100 - Group By Test Time1000000 - 100 - S.5.B.T10000000 - 100 - B.I.J.T.T4.9%10000000 - 1000 - S.5.B.T10000000 - 100 - R.T.T4.1%10000000 - 500 - I.J.T.T1000000 - 500 - Group By Test Time10000000 - 100 - I.J.T.T3.1%10000000 - 1000 - Group By Test Time1000000 - 2000 - R.T.T2.5%1000000 - 500 - R.T.T1000000 - 1000 - Group By Test Time1000000 - 500 - B.I.J.T.T1000000 - 2000 - C.P.B10000000 - 1000 - I.J.T.TApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate

5950xsparkspark: 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: 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 TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate2.1973.1883683693.402.851.2840120221.060.852.1473.3315682313.392.621.311.180.902.2274.1214811153.372.671.371.241.062.3973.8622695133.372.971.621.671.356.9273.4008950133.424.624.615.144.876.5173.5599748933.364.144.355.004.667.0973.663.394.664.685.295.017.6173.623.394.834.966.045.472.08451600071.8330826253.3760767142.7065421931.261.000.782.1173.1553617443.402.541.281.180.882.2073.3159729143.402.611.381.311.072.4372.2438962453.342.971.661.851.607.0072.6024253603.364.544.805.305.116.4672.693.324.124.374.844.316.8072.3403560283.334.5471328914.675.185.0303329257.5872.5971872203.364.7824904795.046.055.51OpenBenchmarking.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 GTXbiosupdate0.49280.98561.47841.97122.464SE +/- 0.023234964, N = 3SE +/- 0.018586861, N = 32.1900000002.084516000
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 2.16 / Avg: 2.19 / Max: 2.23Min: 2.05 / Avg: 2.08 / Max: 2.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1632486480SE +/- 0.68, N = 3SE +/- 0.40, N = 373.1971.83
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1428425670Min: 72.09 / Avg: 73.19 / Max: 74.42Min: 71.07 / Avg: 71.83 / Max: 72.41

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 GTXbiosupdate0.7651.532.2953.063.825SE +/- 0.007006827, N = 3SE +/- 0.015434365, N = 33.4000000003.376076714
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 GTXbiosupdate246810Min: 3.38 / Avg: 3.4 / Max: 3.4Min: 3.35 / Avg: 3.38 / Max: 3.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate0.64131.28261.92392.56523.2065SE +/- 0.002674928, N = 3SE +/- 0.018597071, N = 32.8500000002.706542193
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 2.85 / Avg: 2.85 / Max: 2.86Min: 2.67 / Avg: 2.71 / Max: 2.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate0.28890.57780.86671.15561.4445SE +/- 0.026244349, N = 3SE +/- 0.005255675, N = 31.2840120221.260000000
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 1.26 / Avg: 1.28 / Max: 1.34Min: 1.25 / Avg: 1.26 / Max: 1.27

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate0.23850.4770.71550.9541.1925SE +/- 0.03, N = 3SE +/- 0.06, N = 31.061.00
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 1 / Avg: 1.06 / Max: 1.1Min: 0.89 / Avg: 1 / Max: 1.07

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 GTXbiosupdate0.19130.38260.57390.76520.9565SE +/- 0.02, N = 3SE +/- 0.02, N = 30.850.78
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 GTXbiosupdate246810Min: 0.81 / Avg: 0.85 / Max: 0.89Min: 0.74 / Avg: 0.78 / Max: 0.8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate0.48150.9631.44451.9262.4075SE +/- 0.02, N = 9SE +/- 0.02, N = 52.142.11
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 2.09 / Avg: 2.14 / Max: 2.25Min: 2.06 / Avg: 2.11 / Max: 2.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1632486480SE +/- 0.21, N = 9SE +/- 0.08, N = 573.3373.16
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1428425670Min: 72.24 / Avg: 73.33 / Max: 74.13Min: 72.87 / Avg: 73.16 / Max: 73.3

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.7651.532.2953.063.825SE +/- 0.02, N = 5SE +/- 0.01, N = 93.403.39
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 3.36 / Avg: 3.4 / Max: 3.47Min: 3.35 / Avg: 3.39 / Max: 3.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate0.58951.1791.76852.3582.9475SE +/- 0.02, N = 9SE +/- 0.02, N = 52.622.54
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 2.54 / Avg: 2.62 / Max: 2.72Min: 2.48 / Avg: 2.54 / Max: 2.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate0.29480.58960.88441.17921.474SE +/- 0.01, N = 9SE +/- 0.01, N = 51.311.28
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 1.28 / Avg: 1.31 / Max: 1.34Min: 1.25 / Avg: 1.28 / Max: 1.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.26550.5310.79651.0621.3275SE +/- 0.01, N = 5SE +/- 0.01, N = 91.181.18
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 1.16 / Avg: 1.18 / Max: 1.2Min: 1.09 / Avg: 1.18 / Max: 1.25

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 GTXbiosupdate0.20250.4050.60750.811.0125SE +/- 0.01, N = 9SE +/- 0.01, N = 50.900.88
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 GTXbiosupdate246810Min: 0.85 / Avg: 0.9 / Max: 0.95Min: 0.86 / Avg: 0.88 / Max: 0.93

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate0.49950.9991.49851.9982.4975SE +/- 0.01, N = 3SE +/- 0.02, N = 152.222.20
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 2.21 / Avg: 2.22 / Max: 2.23Min: 2.08 / Avg: 2.2 / Max: 2.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1632486480SE +/- 0.34, N = 3SE +/- 0.17, N = 1574.1273.32
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1428425670Min: 73.45 / Avg: 74.12 / Max: 74.59Min: 71.93 / Avg: 73.32 / Max: 74.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.7651.532.2953.063.825SE +/- 0.01, N = 15SE +/- 0.01, N = 33.403.37
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 3.31 / Avg: 3.4 / Max: 3.49Min: 3.34 / Avg: 3.37 / Max: 3.38

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate0.60081.20161.80242.40323.004SE +/- 0.04, N = 3SE +/- 0.02, N = 152.672.61
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 2.58 / Avg: 2.67 / Max: 2.72Min: 2.55 / Avg: 2.61 / Max: 2.75

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.31050.6210.93151.2421.5525SE +/- 0.01, N = 15SE +/- 0.02, N = 31.381.37
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 1.32 / Avg: 1.38 / Max: 1.51Min: 1.35 / Avg: 1.37 / Max: 1.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.29480.58960.88441.17921.474SE +/- 0.01, N = 15SE +/- 0.05, N = 31.311.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 1.25 / Avg: 1.31 / Max: 1.38Min: 1.17 / Avg: 1.24 / Max: 1.33

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.24080.48160.72240.96321.204SE +/- 0.01, N = 15SE +/- 0.03, N = 31.071.06
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 1.01 / Avg: 1.07 / Max: 1.2Min: 1.01 / Avg: 1.06 / Max: 1.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.54681.09361.64042.18722.734SE +/- 0.01, N = 3SE +/- 0.02, N = 32.432.39
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 2.41 / Avg: 2.43 / Max: 2.44Min: 2.36 / Avg: 2.39 / Max: 2.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1632486480SE +/- 0.10, N = 3SE +/- 0.26, N = 373.8672.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1428425670Min: 73.66 / Avg: 73.86 / Max: 74Min: 71.85 / Avg: 72.24 / Max: 72.72

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 GTXbiosupdate0.75831.51662.27493.03323.7915SE +/- 0.01, N = 3SE +/- 0.02, N = 33.373.34
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 GTXbiosupdate246810Min: 3.35 / Avg: 3.37 / Max: 3.39Min: 3.3 / Avg: 3.34 / Max: 3.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.66831.33662.00492.67323.3415SE +/- 0.02, N = 3SE +/- 0.00, N = 32.972.97
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 2.93 / Avg: 2.97 / Max: 3.01Min: 2.96 / Avg: 2.97 / Max: 2.98

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.37350.7471.12051.4941.8675SE +/- 0.02, N = 3SE +/- 0.02, N = 31.661.62
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 1.64 / Avg: 1.66 / Max: 1.7Min: 1.59 / Avg: 1.62 / Max: 1.65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.41630.83261.24891.66522.0815SE +/- 0.02, N = 3SE +/- 0.02, N = 31.851.67
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 1.82 / Avg: 1.85 / Max: 1.89Min: 1.65 / Avg: 1.67 / Max: 1.7

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.360.721.081.441.8SE +/- 0.08, N = 3SE +/- 0.03, N = 31.601.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 1.48 / Avg: 1.6 / Max: 1.76Min: 1.31 / Avg: 1.35 / Max: 1.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.06, N = 9SE +/- 0.02, N = 37.006.92
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX3691215Min: 6.82 / Avg: 7 / Max: 7.41Min: 6.89 / Avg: 6.92 / Max: 6.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1632486480SE +/- 0.28, N = 3SE +/- 0.18, N = 973.4072.60
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1428425670Min: 73.1 / Avg: 73.4 / Max: 73.97Min: 71.82 / Avg: 72.6 / Max: 73.47

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 GTXbiosupdate0.76951.5392.30853.0783.8475SE +/- 0.00, N = 3SE +/- 0.01, N = 93.423.36
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 GTXbiosupdate246810Min: 3.42 / Avg: 3.42 / Max: 3.42Min: 3.32 / Avg: 3.36 / Max: 3.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1.03952.0793.11854.1585.1975SE +/- 0.04, N = 3SE +/- 0.02, N = 94.624.54
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 4.57 / Avg: 4.62 / Max: 4.69Min: 4.45 / Avg: 4.54 / Max: 4.63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.082.163.244.325.4SE +/- 0.06, N = 9SE +/- 0.04, N = 34.804.61
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 4.52 / Avg: 4.8 / Max: 5Min: 4.54 / Avg: 4.61 / Max: 4.69

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.19252.3853.57754.775.9625SE +/- 0.09, N = 9SE +/- 0.07, N = 35.305.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 4.94 / Avg: 5.3 / Max: 5.62Min: 5.02 / Avg: 5.14 / Max: 5.27

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.14982.29963.44944.59925.749SE +/- 0.11, N = 9SE +/- 0.06, N = 35.114.87
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 4.75 / Avg: 5.11 / Max: 5.51Min: 4.77 / Avg: 4.87 / Max: 4.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810SE +/- 0.03, N = 3SE +/- 0.02, N = 36.516.46
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate3691215Min: 6.45 / Avg: 6.51 / Max: 6.55Min: 6.41 / Avg: 6.46 / Max: 6.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1632486480SE +/- 0.39, N = 3SE +/- 0.24, N = 373.5672.69
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1428425670Min: 73.01 / Avg: 73.56 / Max: 74.32Min: 72.24 / Avg: 72.69 / Max: 73.06

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 GTXbiosupdate0.7561.5122.2683.0243.78SE +/- 0.04, N = 3SE +/- 0.01, N = 33.363.32
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 GTXbiosupdate246810Min: 3.3 / Avg: 3.36 / Max: 3.42Min: 3.3 / Avg: 3.32 / Max: 3.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate0.93151.8632.79453.7264.6575SE +/- 0.04, N = 3SE +/- 0.04, N = 34.144.12
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 4.07 / Avg: 4.14 / Max: 4.19Min: 4.04 / Avg: 4.12 / Max: 4.16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX0.98331.96662.94993.93324.9165SE +/- 0.07, N = 3SE +/- 0.07, N = 34.374.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 4.29 / Avg: 4.37 / Max: 4.51Min: 4.25 / Avg: 4.35 / Max: 4.5

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1.1252.253.3754.55.625SE +/- 0.11, N = 3SE +/- 0.02, N = 35.004.84
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 4.85 / Avg: 5 / Max: 5.22Min: 4.8 / Avg: 4.84 / Max: 4.88

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 GTXbiosupdate1.04852.0973.14554.1945.2425SE +/- 0.21, N = 3SE +/- 0.11, N = 34.664.31
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 GTXbiosupdate246810Min: 4.45 / Avg: 4.66 / Max: 5.07Min: 4.21 / Avg: 4.31 / Max: 4.53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810SE +/- 0.06, N = 15SE +/- 0.02, N = 37.096.80
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate3691215Min: 6.75 / Avg: 7.09 / Max: 7.42Min: 6.77 / Avg: 6.8 / Max: 6.84

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1632486480SE +/- 0.13, N = 15SE +/- 0.67, N = 373.6672.34
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1428425670Min: 72.82 / Avg: 73.66 / Max: 74.76Min: 71.03 / Avg: 72.34 / Max: 73.26

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 GTXbiosupdate0.76281.52562.28843.05123.814SE +/- 0.01, N = 15SE +/- 0.02, N = 33.393.33
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 GTXbiosupdate246810Min: 3.34 / Avg: 3.39 / Max: 3.44Min: 3.3 / Avg: 3.33 / Max: 3.37

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1.04852.0973.14554.1945.2425SE +/- 0.027353887, N = 15SE +/- 0.024456312, N = 34.6600000004.547132891
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 4.5 / Avg: 4.66 / Max: 4.85Min: 4.5 / Avg: 4.55 / Max: 4.58

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1.0532.1063.1594.2125.265SE +/- 0.04, N = 15SE +/- 0.07, N = 34.684.67
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 4.54 / Avg: 4.68 / Max: 5.05Min: 4.55 / Avg: 4.67 / Max: 4.79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1.19032.38063.57094.76125.9515SE +/- 0.05, N = 15SE +/- 0.05, N = 35.295.18
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 5.08 / Avg: 5.29 / Max: 5.7Min: 5.08 / Avg: 5.18 / Max: 5.27

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.13182.26363.39544.52725.659SE +/- 0.045345498, N = 3SE +/- 0.081633186, N = 155.0303329255.010000000
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 4.95 / Avg: 5.03 / Max: 5.11Min: 4.71 / Avg: 5.01 / Max: 5.58

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810SE +/- 0.04, N = 3SE +/- 0.08, N = 37.617.58
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate3691215Min: 7.55 / Avg: 7.61 / Max: 7.68Min: 7.42 / Avg: 7.58 / Max: 7.69

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1632486480SE +/- 0.44, N = 3SE +/- 0.41, N = 373.6272.60
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1428425670Min: 72.79 / Avg: 73.62 / Max: 74.3Min: 71.78 / Avg: 72.6 / Max: 73.08

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 GTXbiosupdate0.76281.52562.28843.05123.814SE +/- 0.02, N = 3SE +/- 0.01, N = 33.393.36
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 GTXbiosupdate246810Min: 3.35 / Avg: 3.39 / Max: 3.41Min: 3.34 / Avg: 3.36 / Max: 3.37

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate1.08682.17363.26044.34725.434SE +/- 0.025414084, N = 3SE +/- 0.040437448, N = 34.8300000004.782490479
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdate246810Min: 4.78 / Avg: 4.83 / Max: 4.86Min: 4.72 / Avg: 4.78 / Max: 4.86

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.1342.2683.4024.5365.67SE +/- 0.02, N = 3SE +/- 0.12, N = 35.044.96
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 5.02 / Avg: 5.04 / Max: 5.08Min: 4.78 / Avg: 4.96 / Max: 5.19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810SE +/- 0.11, N = 3SE +/- 0.26, N = 36.056.04
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 5.83 / Avg: 6.05 / Max: 6.17Min: 5.55 / Avg: 6.04 / Max: 6.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX1.23982.47963.71944.95926.199SE +/- 0.10, N = 3SE +/- 0.07, N = 35.515.47
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimebiosupdateAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX246810Min: 5.31 / Avg: 5.51 / Max: 5.63Min: 5.34 / Avg: 5.47 / Max: 5.54

56 Results Shown

Apache Spark:
  1000000 - 100 - SHA-512 Benchmark Time
  1000000 - 100 - Calculate Pi Benchmark
  1000000 - 100 - Calculate Pi Benchmark Using Dataframe
  1000000 - 100 - Group By Test Time
  1000000 - 100 - Repartition Test Time
  1000000 - 100 - Inner Join Test Time
  1000000 - 100 - Broadcast Inner Join Test Time
  1000000 - 500 - SHA-512 Benchmark Time
  1000000 - 500 - Calculate Pi Benchmark
  1000000 - 500 - Calculate Pi Benchmark Using Dataframe
  1000000 - 500 - Group By Test Time
  1000000 - 500 - Repartition Test Time
  1000000 - 500 - Inner Join Test Time
  1000000 - 500 - Broadcast Inner Join Test Time
  1000000 - 1000 - SHA-512 Benchmark Time
  1000000 - 1000 - Calculate Pi Benchmark
  1000000 - 1000 - Calculate Pi Benchmark Using Dataframe
  1000000 - 1000 - Group By Test Time
  1000000 - 1000 - Repartition Test Time
  1000000 - 1000 - Inner Join Test Time
  1000000 - 1000 - Broadcast Inner Join Test Time
  1000000 - 2000 - SHA-512 Benchmark Time
  1000000 - 2000 - Calculate Pi Benchmark
  1000000 - 2000 - Calculate Pi Benchmark Using Dataframe
  1000000 - 2000 - Group By Test Time
  1000000 - 2000 - Repartition Test Time
  1000000 - 2000 - Inner Join Test Time
  1000000 - 2000 - Broadcast Inner Join Test Time
  10000000 - 100 - SHA-512 Benchmark Time
  10000000 - 100 - Calculate Pi Benchmark
  10000000 - 100 - Calculate Pi Benchmark Using Dataframe
  10000000 - 100 - Group By Test Time
  10000000 - 100 - Repartition Test Time
  10000000 - 100 - Inner Join Test Time
  10000000 - 100 - Broadcast Inner Join Test Time
  10000000 - 500 - SHA-512 Benchmark Time
  10000000 - 500 - Calculate Pi Benchmark
  10000000 - 500 - Calculate Pi Benchmark Using Dataframe
  10000000 - 500 - Group By Test Time
  10000000 - 500 - Repartition Test Time
  10000000 - 500 - Inner Join Test Time
  10000000 - 500 - Broadcast Inner Join Test Time
  10000000 - 1000 - SHA-512 Benchmark Time
  10000000 - 1000 - Calculate Pi Benchmark
  10000000 - 1000 - Calculate Pi Benchmark Using Dataframe
  10000000 - 1000 - Group By Test Time
  10000000 - 1000 - Repartition Test Time
  10000000 - 1000 - Inner Join Test Time
  10000000 - 1000 - Broadcast Inner Join Test Time
  10000000 - 2000 - SHA-512 Benchmark Time
  10000000 - 2000 - Calculate Pi Benchmark
  10000000 - 2000 - Calculate Pi Benchmark Using Dataframe
  10000000 - 2000 - Group By Test Time
  10000000 - 2000 - Repartition Test Time
  10000000 - 2000 - Inner Join Test Time
  10000000 - 2000 - Broadcast Inner Join Test Time