Benchmarks for a future article. 2 x AMD EPYC 75F3 32-Core testing with a ASRockRack ROME2D16-2T (P3.30 BIOS) and ASPEED on Ubuntu 21.10 via the Phoronix Test Suite.
Linux 5.19 Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.30 BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T
OS: Ubuntu 21.10, Kernel: 5.19.0-051900-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --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-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/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 -vProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114Java Notes: OpenJDK Runtime Environment (build 11.0.15+10-Ubuntu-0ubuntu0.21.10.1)Python Notes: Python 3.9.7Security Notes: 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: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Linux 6.0 5 Aug OS: Ubuntu 21.10, Kernel: 5.19.0-051900daily20220805-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080
OpenFOAM OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: drivaerFastback, Large Mesh Size - Execution Time Linux 5.19 Linux 6.0 5 Aug 2K 4K 6K 8K 10K 9195.57 9194.69 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: drivaerFastback, Large Mesh Size - Mesh Time Linux 5.19 Linux 6.0 5 Aug 130 260 390 520 650 624.30 620.91 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 500 - Mode: Read Write Linux 5.19 Linux 6.0 5 Aug 3K 6K 9K 12K 15K SE +/- 257.68, N = 12 SE +/- 214.95, N = 12 16114 13489 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average Latency Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.09, N = 12 SE +/- 0.18, N = 12 10.86 13.58 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Write Linux 5.19 Linux 6.0 5 Aug 5K 10K 15K 20K 25K SE +/- 191.34, N = 12 SE +/- 233.81, N = 12 23028 18447 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.18, N = 12 SE +/- 0.15, N = 12 17.63 17.86
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 5 10 15 20 25 SE +/- 0.21, N = 12 SE +/- 0.22, N = 12 18.61 18.77
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.17, N = 12 SE +/- 0.15, N = 12 18.09 17.56
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.63, N = 12 SE +/- 0.60, N = 12 23.97 22.88
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.5805 1.161 1.7415 2.322 2.9025 SE +/- 0.11, N = 12 SE +/- 0.13, N = 12 2.44 2.58
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.05, N = 12 SE +/- 0.02, N = 12 24.17 23.98
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 7 14 21 28 35 SE +/- 0.26, N = 12 SE +/- 0.32, N = 12 31.05 30.82
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write Linux 5.19 Linux 6.0 5 Aug 12K 24K 36K 48K 60K SE +/- 2148.20, N = 12 SE +/- 685.59, N = 12 54160 30426 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average Latency Linux 5.19 Linux 6.0 5 Aug 0.117 0.234 0.351 0.468 0.585 SE +/- 0.009, N = 12 SE +/- 0.004, N = 3 0.520 0.471 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 500 - Mode: Read Only Linux 5.19 Linux 6.0 5 Aug 200K 400K 600K 800K 1000K SE +/- 15590.78, N = 12 SE +/- 10056.00, N = 3 964060 1062586 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
KeyDB A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.2.0 Linux 5.19 Linux 6.0 5 Aug 20K 40K 60K 80K 100K SE +/- 1420.75, N = 14 SE +/- 806.25, N = 15 81922.86 67873.12 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write Linux 5.19 Linux 6.0 5 Aug 12K 24K 36K 48K 60K SE +/- 278.10, N = 3 SE +/- 266.44, N = 12 54800 29936 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency Linux 5.19 Linux 6.0 5 Aug 0.0306 0.0612 0.0918 0.1224 0.153 SE +/- 0.001, N = 12 SE +/- 0.001, N = 3 0.136 0.122 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only Linux 5.19 Linux 6.0 5 Aug 400K 800K 1200K 1600K 2000K SE +/- 14812.63, N = 12 SE +/- 9444.50, N = 3 1836526 2052590 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.11, N = 15 SE +/- 0.16, N = 3 9.40 9.32
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.18, N = 15 SE +/- 0.82, N = 3 10.91 11.44
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.15, N = 15 SE +/- 0.12, N = 3 9.93 9.33
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.08, N = 15 SE +/- 0.20, N = 3 14.33 13.76
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.03, N = 15 SE +/- 0.04, N = 3 24.21 24.20
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.14, N = 15 SE +/- 0.23, N = 3 17.10 16.56
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Repartition Test Time Linux 6.0 5 Aug 0.6098 1.2196 1.8294 2.4392 3.049 SE +/- 0.07, N = 15 2.71
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Linux 6.0 5 Aug 0.5558 1.1116 1.6674 2.2232 2.779 SE +/- 0.11, N = 15 2.47
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 0.459 0.918 1.377 1.836 2.295 SE +/- 0.05, N = 15 SE +/- 0.09, N = 15 2.01 2.04
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 0.6278 1.2556 1.8834 2.5112 3.139 SE +/- 0.05, N = 15 SE +/- 0.04, N = 15 2.75 2.79
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.04, N = 15 SE +/- 0.06, N = 15 6.61 6.70
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.04, N = 15 SE +/- 0.03, N = 15 23.98 23.77
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 1.0373 2.0746 3.1119 4.1492 5.1865 SE +/- 0.04, N = 15 SE +/- 0.04, N = 15 4.46 4.61
PostgreSQL pgbench This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average Latency Linux 5.19 Linux 6.0 5 Aug 0.0468 0.0936 0.1404 0.1872 0.234 SE +/- 0.001, N = 3 SE +/- 0.002, N = 4 0.208 0.186 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Only Linux 5.19 Linux 6.0 5 Aug 300K 600K 900K 1200K 1500K SE +/- 7071.90, N = 3 SE +/- 16738.97, N = 4 1201470 1344674 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 0.405 0.81 1.215 1.62 2.025 SE +/- 0.05, N = 15 SE +/- 0.03, N = 12 1.80 1.71
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 0.6345 1.269 1.9035 2.538 3.1725 SE +/- 0.03, N = 15 SE +/- 0.05, N = 12 2.78 2.82
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 0.612 1.224 1.836 2.448 3.06 SE +/- 0.06, N = 15 SE +/- 0.13, N = 12 2.66 2.72
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.04, N = 15 SE +/- 0.04, N = 12 6.68 6.66
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.5648 1.1296 1.6944 2.2592 2.824 SE +/- 0.11, N = 15 SE +/- 0.10, N = 12 2.51 2.35
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.03, N = 15 SE +/- 0.04, N = 12 23.99 23.81
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 1.0215 2.043 3.0645 4.086 5.1075 SE +/- 0.05, N = 15 SE +/- 0.06, N = 12 4.44 4.54
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 1.2893 2.5786 3.8679 5.1572 6.4465 SE +/- 0.06, N = 15 SE +/- 0.29, N = 3 5.69 5.73
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.11, N = 15 SE +/- 0.60, N = 3 6.71 6.86
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 1.3253 2.6506 3.9759 5.3012 6.6265 SE +/- 0.09, N = 15 SE +/- 0.17, N = 3 5.89 5.68
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.08, N = 15 SE +/- 0.14, N = 3 9.38 9.54
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.549 1.098 1.647 2.196 2.745 SE +/- 0.11, N = 15 SE +/- 0.06, N = 3 2.44 2.22
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.03, N = 15 SE +/- 0.05, N = 3 24.29 24.13
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.09, N = 15 SE +/- 0.15, N = 3 10.44 10.49
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.14, N = 6 18.23 18.13
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 5 10 15 20 25 SE +/- 0.51, N = 3 SE +/- 0.22, N = 6 18.84 18.58
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.29, N = 6 17.19 18.21
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 5 10 15 20 25 SE +/- 0.95, N = 3 SE +/- 0.80, N = 6 22.07 22.28
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.576 1.152 1.728 2.304 2.88 SE +/- 0.01, N = 3 SE +/- 0.11, N = 6 2.24 2.56
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.05, N = 3 SE +/- 0.03, N = 6 24.25 24.01
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.31, N = 6 31.19 30.73
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.19, N = 5 SE +/- 0.12, N = 9 7.96 7.82
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.06, N = 5 SE +/- 0.22, N = 9 9.51 9.73
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.27, N = 5 SE +/- 0.25, N = 9 9.32 9.35
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.16, N = 5 SE +/- 0.13, N = 9 13.12 13.07
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.5828 1.1656 1.7484 2.3312 2.914 SE +/- 0.19, N = 5 SE +/- 0.17, N = 9 2.42 2.59
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.06, N = 5 SE +/- 0.04, N = 9 23.96 23.93
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.17, N = 5 SE +/- 0.14, N = 9 16.06 16.43
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 0.5603 1.1206 1.6809 2.2412 2.8015 SE +/- 0.10, N = 15 SE +/- 0.09, N = 6 2.49 2.36
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 0.7335 1.467 2.2005 2.934 3.6675 SE +/- 0.06, N = 15 SE +/- 0.09, N = 6 3.26 3.20
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 0.6525 1.305 1.9575 2.61 3.2625 SE +/- 0.08, N = 15 SE +/- 0.09, N = 6 2.90 2.68
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.04, N = 15 SE +/- 0.10, N = 6 6.68 6.89
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.6053 1.2106 1.8159 2.4212 3.0265 SE +/- 0.12, N = 15 SE +/- 0.15, N = 6 2.60 2.69
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.02, N = 15 SE +/- 0.02, N = 6 23.93 23.92
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 1.053 2.106 3.159 4.212 5.265 SE +/- 0.05, N = 15 SE +/- 0.04, N = 6 4.65 4.68
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 6K 12K 18K 24K 30K SE +/- 59.39, N = 3 SE +/- 20.85, N = 3 29501 29576 1. (CXX) g++ options: -O3 -lm -ldl
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 5 10 15 20 25 SE +/- 0.06, N = 4 SE +/- 0.57, N = 3 19.02 19.15
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 5 10 15 20 25 SE +/- 0.28, N = 4 SE +/- 0.31, N = 3 18.46 19.34
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 5 10 15 20 25 SE +/- 0.19, N = 4 SE +/- 0.69, N = 3 18.11 18.84
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.29, N = 4 SE +/- 1.36, N = 3 22.07 23.22
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.06, N = 4 SE +/- 0.05, N = 3 24.00 23.83
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 7 14 21 28 35 SE +/- 0.36, N = 4 SE +/- 0.14, N = 3 31.45 30.87
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 120 240 360 480 600 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 554 554 1. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 1600 3200 4800 6400 8000 SE +/- 4.91, N = 3 SE +/- 10.74, N = 3 7596 7634 1. (CXX) g++ options: -O3 -lm -ldl
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 0.36 0.72 1.08 1.44 1.8 SE +/- 0.02, N = 15 SE +/- 0.05, N = 3 1.60 1.55
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 0.5333 1.0666 1.5999 2.1332 2.6665 SE +/- 0.04, N = 15 SE +/- 0.05, N = 3 2.37 2.22
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.05, N = 15 SE +/- 0.05, N = 3 6.04 5.99
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.04, N = 15 SE +/- 0.11, N = 3 24.05 23.85
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 0.9383 1.8766 2.8149 3.7532 4.6915 SE +/- 0.06, N = 15 SE +/- 0.05, N = 3 3.98 4.17
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 2K 4K 6K 8K 10K SE +/- 8.35, N = 3 SE +/- 19.75, N = 3 8854 8922 1. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 1600 3200 4800 6400 8000 SE +/- 4.16, N = 3 SE +/- 20.21, N = 3 7464 7485 1. (CXX) g++ options: -O3 -lm -ldl
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.20, N = 8 SE +/- 0.30, N = 4 5.95 6.65
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.14, N = 8 SE +/- 0.22, N = 4 7.06 7.02
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.14, N = 8 SE +/- 0.17, N = 4 5.90 6.08
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.04, N = 8 SE +/- 0.09, N = 4 9.46 9.27
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.5535 1.107 1.6605 2.214 2.7675 SE +/- 0.17, N = 8 SE +/- 0.12, N = 4 2.46 2.39
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.07, N = 8 SE +/- 0.06, N = 4 24.28 24.26
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.09, N = 8 SE +/- 0.13, N = 4 10.81 10.92
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Linux 6.0 5 Aug 0.6773 1.3546 2.0319 2.7092 3.3865 SE +/- 0.15, N = 3 3.01
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 100 200 300 400 500 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 475 476 1. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 100 200 300 400 500 SE +/- 0.88, N = 3 SE +/- 0.67, N = 3 466 466 1. (CXX) g++ options: -O3 -lm -ldl
OpenFOAM OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: drivaerFastback, Medium Mesh Size - Execution Time Linux 5.19 Linux 6.0 5 Aug 70 140 210 280 350 343.50 340.92 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: drivaerFastback, Medium Mesh Size - Mesh Time Linux 5.19 Linux 6.0 5 Aug 20 40 60 80 100 97.59 96.90 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: drivaerFastback, Small Mesh Size - Execution Time Linux 5.19 Linux 6.0 5 Aug 70 140 210 280 350 343.64 341.06 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: drivaerFastback, Small Mesh Size - Mesh Time Linux 5.19 Linux 6.0 5 Aug 20 40 60 80 100 97.26 97.12 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 3K 6K 9K 12K 15K SE +/- 47.13, N = 3 SE +/- 56.30, N = 3 14930 14968 1. (CXX) g++ options: -O3 -lm -ldl
PostgreSQL pgbench This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency Linux 5.19 Linux 6.0 5 Aug 0.0565 0.113 0.1695 0.226 0.2825 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.251 0.247 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only Linux 5.19 Linux 6.0 5 Aug 400K 800K 1200K 1600K 2000K SE +/- 4678.27, N = 3 SE +/- 7587.55, N = 3 1991616 2023990 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.33, N = 3 16.09
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Linux 6.0 5 Aug 0.5693 1.1386 1.7079 2.2772 2.8465 SE +/- 0.09, N = 3 2.53
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 24.52 24.11
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 7 14 21 28 35 SE +/- 0.27, N = 3 SE +/- 0.30, N = 3 30.06 30.52
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 500 1000 1500 2000 2500 SE +/- 1.76, N = 3 SE +/- 4.67, N = 3 2203 2209 1. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 400 800 1200 1600 2000 SE +/- 1.53, N = 3 SE +/- 2.73, N = 3 1895 1895 1. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 400 800 1200 1600 2000 SE +/- 3.18, N = 3 SE +/- 2.19, N = 3 1854 1855 1. (CXX) g++ options: -O3 -lm -ldl
nginx This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.21.1 Concurrent Requests: 1000 Linux 5.19 Linux 6.0 5 Aug 20K 40K 60K 80K 100K SE +/- 977.30, N = 7 103646.31 98326.51 1. (CC) gcc options: -lcrypt -lz -O3 -march=native
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 8K 16K 24K 32K 40K SE +/- 66.37, N = 3 SE +/- 68.95, N = 3 35393 35405 1. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 6K 12K 18K 24K 30K SE +/- 10.39, N = 3 SE +/- 13.64, N = 3 30147 30221 1. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 4K 8K 12K 16K 20K SE +/- 35.92, N = 3 SE +/- 48.43, N = 3 17778 17801 1. (CXX) g++ options: -O3 -lm -ldl
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.18, N = 3 SE +/- 0.26, N = 3 10.59 10.34
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.35, N = 3 SE +/- 0.36, N = 3 11.60 11.08
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.25, N = 3 SE +/- 0.18, N = 3 10.57 9.87
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.15, N = 3 SE +/- 0.20, N = 3 14.62 14.15
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.6615 1.323 1.9845 2.646 3.3075 SE +/- 0.08, N = 3 SE +/- 0.22, N = 3 2.94 2.49
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 24.36 24.10
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.12, N = 3 17.14 17.24
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.32, N = 3 SE +/- 0.20, N = 3 10.06 10.35
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.71, N = 3 SE +/- 0.03, N = 3 10.73 11.18
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.09, N = 3 SE +/- 0.21, N = 3 10.35 9.90
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.40, N = 3 SE +/- 0.26, N = 3 14.17 14.77
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.558 1.116 1.674 2.232 2.79 SE +/- 0.26, N = 3 SE +/- 0.22, N = 3 2.48 2.40
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.12, N = 3 SE +/- 0.06, N = 3 24.31 24.18
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 4 8 12 16 20 SE +/- 0.10, N = 3 SE +/- 0.13, N = 3 17.36 17.32
InfluxDB This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 Linux 5.19 Linux 6.0 5 Aug 300K 600K 900K 1200K 1500K SE +/- 2032.91, N = 3 1169878.9 322037.9
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Linux 6.0 5 Aug 0.4905 0.981 1.4715 1.962 2.4525 SE +/- 0.03, N = 3 2.18
ClickHouse ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all queries performed. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 100M Rows Web Analytics Dataset, Third Run Linux 5.19 Linux 6.0 5 Aug 90 180 270 360 450 SE +/- 2.07, N = 13 403.62 405.57 MIN: 55.35 / MAX: 20000 MIN: 64.24 / MAX: 15000 1. ClickHouse server version 22.7.1.687 (official build).
OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 100M Rows Web Analytics Dataset, Second Run Linux 5.19 Linux 6.0 5 Aug 90 180 270 360 450 SE +/- 3.42, N = 13 401.91 410.69 MIN: 58.82 / MAX: 30000 MIN: 65.01 / MAX: 15000 1. ClickHouse server version 22.7.1.687 (official build).
OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 100M Rows Web Analytics Dataset, First Run / Cold Cache Linux 5.19 Linux 6.0 5 Aug 80 160 240 320 400 SE +/- 5.74, N = 13 385.30 282.20 MIN: 39.66 / MAX: 20000 MIN: 25.43 / MAX: 10000 1. ClickHouse server version 22.7.1.687 (official build).
Stress-NG Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Context Switching Linux 5.19 Linux 6.0 5 Aug 6M 12M 18M 24M 30M SE +/- 237173.48, N = 3 SE +/- 991419.73, N = 15 26991521.56 22103048.15 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 3K 6K 9K 12K 15K SE +/- 26.93, N = 3 SE +/- 36.43, N = 3 15297 15280 1. (CXX) g++ options: -O3 -lm -ldl
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 16K 32K 48K 64K 80K SE +/- 51.03, N = 3 SE +/- 174.25, N = 3 75521 75725 1. (CXX) g++ options: -O3 -lm -ldl
InfluxDB This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 Linux 5.19 Linux 6.0 5 Aug 300K 600K 900K 1200K 1500K SE +/- 3961.67, N = 3 1624096.1 358782.0
Stress-NG Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Futex Linux 5.19 Linux 6.0 5 Aug 500K 1000K 1500K 2000K 2500K SE +/- 22426.88, N = 5 SE +/- 15683.29, N = 11 2113891.01 2096383.55 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Socket Activity Linux 5.19 Linux 6.0 5 Aug 8K 16K 24K 32K 40K SE +/- 266.98, N = 3 SE +/- 394.16, N = 13 35220.55 23058.13 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 1.2533 2.5066 3.7599 5.0132 6.2665 SE +/- 0.05, N = 3 SE +/- 0.22, N = 3 5.57 5.52
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Inner Join Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.53, N = 3 6.88 6.97
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Repartition Test Time Linux 5.19 Linux 6.0 5 Aug 1.2735 2.547 3.8205 5.094 6.3675 SE +/- 0.13, N = 3 SE +/- 0.26, N = 3 5.50 5.66
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 9.52 9.35
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Linux 5.19 Linux 6.0 5 Aug 0.5693 1.1386 1.7079 2.2772 2.8465 SE +/- 0.09, N = 3 SE +/- 0.38, N = 3 2.48 2.53
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.06, N = 3 SE +/- 0.12, N = 3 24.18 24.07
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.14, N = 3 SE +/- 0.15, N = 3 10.32 10.58
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 14K 28K 42K 56K 70K SE +/- 75.34, N = 3 SE +/- 138.02, N = 3 65509 65865 1. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer Linux 5.19 Linux 6.0 5 Aug 14K 28K 42K 56K 70K SE +/- 94.30, N = 3 SE +/- 175.73, N = 3 64497 64883 1. (CXX) g++ options: -O3 -lm -ldl
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time Linux 6.0 5 Aug 0.9945 1.989 2.9835 3.978 4.9725 SE +/- 0.26, N = 3 4.42
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Linux 6.0 5 Aug 0.6908 1.3816 2.0724 2.7632 3.454 SE +/- 0.14, N = 3 3.07
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Group By Test Time Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.13, N = 3 SE +/- 0.05, N = 3 8.29 8.31
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Linux 5.19 Linux 6.0 5 Aug 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 24.02 23.85
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 9.54 9.85
SVT-AV1 OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 4 - Input: Bosphorus 4K Linux 5.19 Linux 6.0 5 Aug 0.59 1.18 1.77 2.36 2.95 SE +/- 0.003, N = 3 SE +/- 0.011, N = 3 2.622 2.614 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Apache HTTP Server This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better Apache HTTP Server 2.4.48 Concurrent Requests: 1000 Linux 5.19 Linux 6.0 5 Aug 20K 40K 60K 80K 100K SE +/- 932.83, N = 3 101621.30 95960.12 1. (CC) gcc options: -shared -fPIC -O2
nginx This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.21.1 Concurrent Requests: 200 Linux 5.19 Linux 6.0 5 Aug 20K 40K 60K 80K 100K SE +/- 197.99, N = 3 98100.21 96832.57 1. (CC) gcc options: -lcrypt -lz -O3 -march=native
Apache HTTP Server This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better Apache HTTP Server 2.4.48 Concurrent Requests: 500 Linux 5.19 Linux 6.0 5 Aug 20K 40K 60K 80K 100K SE +/- 1220.15, N = 3 99339.02 97899.57 1. (CC) gcc options: -shared -fPIC -O2
nginx This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.21.1 Concurrent Requests: 500 Linux 5.19 Linux 6.0 5 Aug 20K 40K 60K 80K 100K SE +/- 203.42, N = 3 101317.56 96610.82 1. (CC) gcc options: -lcrypt -lz -O3 -march=native
Apache HTTP Server This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better Apache HTTP Server 2.4.48 Concurrent Requests: 200 Linux 5.19 Linux 6.0 5 Aug 30K 60K 90K 120K 150K SE +/- 636.88, N = 3 118388.73 97991.14 1. (CC) gcc options: -shared -fPIC -O2
Apache Spark This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Repartition Test Time Linux 6.0 5 Aug 0.5063 1.0126 1.5189 2.0252 2.5315 SE +/- 0.17, N = 3 2.25
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Linux 6.0 5 Aug 0.5243 1.0486 1.5729 2.0972 2.6215 SE +/- 0.28, N = 3 2.33
OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 7.0.1 Test: Read Random Write Random Linux 5.19 Linux 6.0 5 Aug 700K 1400K 2100K 2800K 3500K SE +/- 17564.16, N = 3 3402284 3033837 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 7.0.1 Test: Random Read Linux 5.19 Linux 6.0 5 Aug 80M 160M 240M 320M 400M SE +/- 1400527.90, N = 3 373056524 366995901 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenFOAM OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: motorBike - Execution Time Linux 5.19 Linux 6.0 5 Aug 16 32 48 64 80 70.10 69.89 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 9 Input: motorBike - Mesh Time Linux 5.19 Linux 6.0 5 Aug 8 16 24 32 40 36.96 36.73 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
GROMACS The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2022.1 Implementation: MPI CPU - Input: water_GMX50_bare Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.009, N = 3 SE +/- 0.093, N = 3 7.425 7.317 1. (CXX) g++ options: -O3
Aircrack-ng Aircrack-ng is a tool for assessing WiFi/WLAN network security. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org k/s, More Is Better Aircrack-ng 1.7 Linux 5.19 Linux 6.0 5 Aug 60K 120K 180K 240K 300K SE +/- 49.98, N = 3 SE +/- 45.85, N = 3 277474.48 277535.28 1. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lpcre -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -lbsd -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: NUMA Linux 5.19 Linux 6.0 5 Aug 140 280 420 560 700 SE +/- 1.98, N = 3 SE +/- 2.12, N = 3 670.18 652.75 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Forking Linux 5.19 Linux 6.0 5 Aug 12K 24K 36K 48K 60K SE +/- 83.46, N = 3 SE +/- 163.12, N = 3 51927.48 54494.26 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Malloc Linux 5.19 Linux 6.0 5 Aug 70M 140M 210M 280M 350M SE +/- 764022.93, N = 3 SE +/- 1055135.71, N = 3 338470425.46 332565636.64 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Atomic Linux 5.19 Linux 6.0 5 Aug 40K 80K 120K 160K 200K SE +/- 151.41, N = 3 SE +/- 301.43, N = 3 163723.85 165210.84 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Memory Copying Linux 5.19 Linux 6.0 5 Aug 2K 4K 6K 8K 10K SE +/- 78.54, N = 3 SE +/- 55.31, N = 3 10549.51 10248.37 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Semaphores Linux 5.19 Linux 6.0 5 Aug 2M 4M 6M 8M 10M SE +/- 20602.16, N = 3 SE +/- 8046.55, N = 3 8926631.50 6981791.70 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: MEMFD Linux 5.19 Linux 6.0 5 Aug 500 1000 1500 2000 2500 SE +/- 3.57, N = 3 SE +/- 4.48, N = 3 2364.71 2345.15 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Matrix Math Linux 5.19 Linux 6.0 5 Aug 60K 120K 180K 240K 300K SE +/- 483.70, N = 3 SE +/- 322.54, N = 3 266242.95 264575.42 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: System V Message Passing Linux 5.19 1.3M 2.6M 3.9M 5.2M 6.5M SE +/- 74810.69, N = 3 6136341.83 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: SENDFILE Linux 5.19 Linux 6.0 5 Aug 300K 600K 900K 1200K 1500K SE +/- 514.30, N = 3 SE +/- 1703.48, N = 3 1229938.98 1222022.39 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Glibc Qsort Data Sorting Linux 5.19 200 400 600 800 1000 SE +/- 0.97, N = 3 867.00 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Glibc C String Functions Linux 5.19 900K 1800K 2700K 3600K 4500K SE +/- 8364.74, N = 3 4415168.28 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Vector Math Linux 5.19 Linux 6.0 5 Aug 100K 200K 300K 400K 500K SE +/- 7.46, N = 3 SE +/- 115.49, N = 3 459373.03 457793.43 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Crypto Linux 5.19 Linux 6.0 5 Aug 20K 40K 60K 80K 100K SE +/- 26.25, N = 3 SE +/- 16.13, N = 3 105884.24 105882.39 1. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread
SVT-AV1 OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 12 - Input: Bosphorus 4K Linux 5.19 Linux 6.0 5 Aug 40 80 120 160 200 SE +/- 1.55, N = 15 SE +/- 1.39, N = 15 173.11 176.54 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 4 - Input: Bosphorus 1080p Linux 5.19 Linux 6.0 5 Aug 2 4 6 8 10 SE +/- 0.018, N = 3 SE +/- 0.013, N = 3 6.868 6.814 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
NAMD NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Linux 5.19 Linux 6.0 5 Aug 0.0684 0.1368 0.2052 0.2736 0.342 SE +/- 0.00019, N = 3 SE +/- 0.00036, N = 3 0.30401 0.30420
ASTC Encoder ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Exhaustive Linux 5.19 Linux 6.0 5 Aug 1.0637 2.1274 3.1911 4.2548 5.3185 SE +/- 0.0010, N = 3 SE +/- 0.0039, N = 3 4.7258 4.7275 1. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.org Seconds, Fewer Is Better Hackbench Count: 16 - Type: Process Linux 5.19 Linux 6.0 5 Aug 3 6 9 12 15 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 11.27 11.64 1. (CC) gcc options: -lpthread
SVT-AV1 OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 8 - Input: Bosphorus 4K Linux 5.19 Linux 6.0 5 Aug 16 32 48 64 80 SE +/- 0.67, N = 3 SE +/- 0.26, N = 3 74.29 73.82 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
ASTC Encoder ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Thorough Linux 5.19 Linux 6.0 5 Aug 10 20 30 40 50 SE +/- 0.12, N = 3 SE +/- 0.01, N = 3 43.83 44.07 1. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Fast Linux 5.19 Linux 6.0 5 Aug 200 400 600 800 1000 SE +/- 4.87, N = 3 SE +/- 1.14, N = 3 732.53 816.46 1. (CXX) g++ options: -O3 -flto -pthread
SVT-AV1 OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 10 - Input: Bosphorus 4K Linux 5.19 Linux 6.0 5 Aug 30 60 90 120 150 SE +/- 1.27, N = 3 SE +/- 1.40, N = 3 128.21 125.91 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
ASTC Encoder ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Medium Linux 5.19 Linux 6.0 5 Aug 70 140 210 280 350 SE +/- 0.45, N = 3 SE +/- 2.40, N = 3 327.61 326.55 1. (CXX) g++ options: -O3 -flto -pthread
SVT-AV1 OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 8 - Input: Bosphorus 1080p Linux 5.19 Linux 6.0 5 Aug 30 60 90 120 150 SE +/- 0.38, N = 3 SE +/- 0.66, N = 3 155.68 158.25 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Primesieve Primesieve generates prime numbers using a highly optimized sieve of Eratosthenes implementation. Primesieve primarily benchmarks the CPU's L1/L2 cache performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Primesieve 8.0 Length: 1e12 Linux 5.19 Linux 6.0 5 Aug 0.7162 1.4324 2.1486 2.8648 3.581 SE +/- 0.005, N = 3 SE +/- 0.008, N = 3 3.183 3.162 1. (CXX) g++ options: -O3
SVT-AV1 OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 10 - Input: Bosphorus 1080p Linux 5.19 Linux 6.0 5 Aug 70 140 210 280 350 SE +/- 1.72, N = 3 SE +/- 2.74, N = 3 342.43 344.31 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 12 - Input: Bosphorus 1080p Linux 5.19 Linux 6.0 5 Aug 110 220 330 440 550 SE +/- 3.15, N = 3 SE +/- 4.55, N = 3 502.91 503.95 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Linux 5.19 Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.30 BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T
OS: Ubuntu 21.10, Kernel: 5.19.0-051900-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --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-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/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 -vProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114Java Notes: OpenJDK Runtime Environment (build 11.0.15+10-Ubuntu-0ubuntu0.21.10.1)Python Notes: Python 3.9.7Security Notes: 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: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 5 August 2022 07:01 by user phoronix.
Linux 6.0 5 Aug Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.30 BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T
OS: Ubuntu 21.10, Kernel: 5.19.0-051900daily20220805-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --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-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/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 -vProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114Java Notes: OpenJDK Runtime Environment (build 11.0.15+10-Ubuntu-0ubuntu0.21.10.1)Python Notes: Python 3.9.7Security Notes: 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: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 6 August 2022 05:10 by user phoronix.