2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1002E BIOS) and ASPEED on Ubuntu 22.10 via the Phoronix Test Suite.
Ubuntu 22.10 Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110dJava Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Notes: Python 3.10.7Security 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Ubuntu 22.10 - perf governor Processor: 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe
OS: Ubuntu 22.10, Kernel: 5.19.0-26-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Vulkan: 1.3.224, Compiler: GCC 12.2.0 + Clang 15.0.2-1, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110dJava Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Notes: Python 3.10.7Security 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
EPYC Genoa Linux Distros OpenBenchmarking.org Phoronix Test Suite 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads) AMD Titanite_4G (RTI1002E BIOS) AMD Device 14a4 1520GB 800GB INTEL SSDPF21Q800GB ASPEED VGA HDMI Broadcom NetXtreme BCM5720 PCIe Ubuntu 22.10 5.19.0-26-generic (x86_64) GNOME Shell 43.0 X Server 1.21.1.4 1.3.224 GCC 12.2.0 + Clang 15.0.2-1 ext4 1920x1080 Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Desktop Display Server Vulkan Compiler File-System Screen Resolution EPYC Genoa Linux Distros Performance System Logs - Transparent Huge Pages: madvise - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 22.10: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d - Ubuntu 22.10 - perf governor: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110d - OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2) - Python 3.10.7 - 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Ubuntu 22.10 vs. Ubuntu 22.10 - perf governor Comparison Phoronix Test Suite Baseline +19.2% +19.2% +38.4% +38.4% +57.6% +57.6% +76.8% +76.8% 76.9% 69.1% 65% 63.6% 59.6% 55.8% 55.5% 55.2% 54.9% 54.4% 53.8% 52.4% 46.5% 45% 41.7% 40.7% 38% 35.3% 32.7% 31% 30.2% 29.4% 28.7% 26.8% 26.6% 25.4% 24.1% 22.7% 21.6% 20.4% 19.6% 19.2% 18.4% 18.3% 16.1% 15% 13.8% 13.7% 13.1% 12.9% 11.7% 11.2% 10.8% 10.6% 10.3% 8.1% 8.1% 7.2% 7% 6.6% 6% 5.6% 5.3% 4.9% 4.7% 4% 3.6% 3.6% 3.3% 3% 3% 2.5% 2.4% 2.4% 2.4% 2.3% 2.1% 2.1% 2% G.A.U.J.F 8, Long Mode - Compression Speed Tradebeans A.G.R.R.0.F - CPU Preset 13 - Bosphorus 4K H2 MoVR - 512 MoVR - 128 MoVR - 1024 Apache Spark Bayes 10000000 - 100 - I.J.T.T python_startup 10000000 - 100 - S.5.B.T 10000000 - 500 - S.5.B.T Preset 12 - Bosphorus 4K Preset 8 - Bosphorus 4K 100 - 250 - Read Write I.M.D.S 10000000 - 100 - R.T.T 100 - 250 - Read Write - Average Latency KV, 10% Reads - 128 10000000 - 100 - B.I.J.T.T 10000000 - 100 - Group By Test Time 256 particle_volume/pathtracer/real_time KV, 60% Reads - 128 KV, 60% Reads - 512 KV, 50% Reads - 128 Rand Forest A.G.R.R.0.F.I - CPU 100 - 500 - Read Write - Average Latency 100 - 500 - Read Write KV, 50% Reads - 512 KV, 10% Reads - 512 KV, 10% Reads - 1024 R.N.N.I - u8s8f32 - CPU KV, 95% Reads - 128 KV, 95% Reads - 1024 R.N.N.I - bf16bf16bf16 - CPU 10000000 - 500 - C.P.B.U.D Compression Rating A.U.C.T KV, 50% Reads - 1024 Writes 10000000 - 100 - C.P.B.U.D 19 - Compression Speed Apache Spark ALS Jython R.N.N.T - u8s8f32 - CPU R.N.N.T - bf16bf16bf16 - CPU ALS Movie Lens 8 - Compression Speed A.S.P RT.hdr_alb_nrm.3840x2160 vklBenchmark ISPC F.H.R 2to3 D.R Scala Dotty KV, 60% Reads - 1024 100 - 500 - Read Only - Average Latency 2.6% 100 - 500 - Read Only 2.5% Time To Compile RTLightmap.hdr.4096x4096 Relative Entropy KV, 95% Reads - 512 C240 Buckyball A.G.R.R.0.F - CPU 2.3% 10000000 - 500 - C.P.B Time To Compile A.G.R.R.0.F.I - CPU Renaissance Zstd Compression DaCapo Benchmark OpenVINO SVT-AV1 DaCapo Benchmark CockroachDB CockroachDB CockroachDB Renaissance Apache Spark PyPerformance Apache Spark Apache Spark SVT-AV1 SVT-AV1 PostgreSQL Renaissance Apache Spark PostgreSQL CockroachDB Apache Spark Apache Spark MariaDB OSPRay CockroachDB CockroachDB CockroachDB Renaissance OpenVINO PostgreSQL PostgreSQL CockroachDB CockroachDB CockroachDB oneDNN CockroachDB CockroachDB oneDNN Apache Spark WireGuard + Linux Networking Stack Stress Test 7-Zip Compression Renaissance CockroachDB Apache Cassandra Apache Spark Zstd Compression Renaissance DaCapo Benchmark oneDNN oneDNN Renaissance Zstd Compression Renaissance Intel Open Image Denoise OpenVKL Renaissance PyPerformance 7-Zip Compression Renaissance CockroachDB PostgreSQL PostgreSQL Timed Node.js Compilation Intel Open Image Denoise Numenta Anomaly Benchmark CockroachDB NWChem OpenVINO Apache Spark Timed Gem5 Compilation OpenVINO Ubuntu 22.10 Ubuntu 22.10 - perf governor
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Random Forest Ubuntu 22.10 Ubuntu 22.10 - perf governor 170 340 510 680 850 SE +/- 9.21, N = 3 SE +/- 2.99, N = 3 770.0 633.0 MIN: 616.18 / MAX: 1004 MIN: 556.06 / MAX: 804.33
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: ALS Movie Lens Ubuntu 22.10 Ubuntu 22.10 - perf governor 5K 10K 15K 20K 25K SE +/- 192.60, N = 9 SE +/- 279.89, N = 3 21335.1 20209.0 MIN: 18879.72 / MAX: 25695.67 MIN: 19500.01 / MAX: 24557.67
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark ALS Ubuntu 22.10 Ubuntu 22.10 - perf governor 1000 2000 3000 4000 5000 SE +/- 59.28, N = 3 SE +/- 86.27, N = 9 4692.5 4377.2 MIN: 4127.65 / MAX: 5167.1 MIN: 3244.25 / MAX: 5257.88
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark Bayes Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 7.05, N = 3 SE +/- 6.18, N = 4 790.7 512.1 MIN: 421.92 / MAX: 1358.68 MIN: 286.68 / MAX: 1271.97
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark PageRank Ubuntu 22.10 Ubuntu 22.10 - perf governor 700 1400 2100 2800 3500 SE +/- 28.02, N = 15 SE +/- 41.70, N = 15 3265.4 3114.3 MIN: 2655.41 / MAX: 3881.15 MIN: 2419.98 / MAX: 3598.87
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Finagle HTTP Requests Ubuntu 22.10 Ubuntu 22.10 - perf governor 3K 6K 9K 12K 15K SE +/- 50.48, N = 3 SE +/- 30.45, N = 3 12720.9 12279.8 MIN: 11580.19 / MAX: 12819.18 MIN: 11289.79 / MAX: 12493.84
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: In-Memory Database Shootout Ubuntu 22.10 Ubuntu 22.10 - perf governor 1500 3000 4500 6000 7500 SE +/- 49.85, N = 12 SE +/- 45.88, N = 3 6819.2 5041.2 MIN: 6195.68 / MAX: 9376.89 MIN: 4538.9 / MAX: 6543.74
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Akka Unbalanced Cobwebbed Tree Ubuntu 22.10 Ubuntu 22.10 - perf governor 7K 14K 21K 28K 35K SE +/- 188.80, N = 3 SE +/- 317.43, N = 9 32544.9 29367.3 MIN: 24552.33 / MAX: 32901.57 MIN: 18263.23 / MAX: 30267.41
OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Genetic Algorithm Using Jenetics + Futures Ubuntu 22.10 Ubuntu 22.10 - perf governor 600 1200 1800 2400 3000 SE +/- 9.65, N = 3 SE +/- 17.78, N = 5 2878.0 1626.6 MIN: 2703.32 / MAX: 2993.07 MIN: 1501.7 / MAX: 1831.72
Numenta Anomaly Benchmark Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Ubuntu 22.10 Ubuntu 22.10 - perf governor 1.0913 2.1826 3.2739 4.3652 5.4565 SE +/- 0.061, N = 3 SE +/- 0.038, N = 3 4.850 4.779
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Compression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 9 18 27 36 45 SE +/- 0.28, N = 15 SE +/- 0.55, N = 15 39.7 40.1 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Decompression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 800 1600 2400 3200 4000 SE +/- 13.38, N = 15 SE +/- 13.95, N = 15 3527.9 3549.0 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Compression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 2.43, N = 3 SE +/- 1.52, N = 3 676.7 1144.2 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
Numenta Anomaly Benchmark Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: KNN CAD Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.69, N = 3 SE +/- 1.04, N = 4 82.14 83.61
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Compression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 1.84, N = 12 SE +/- 0.96, N = 5 86.5 93.5 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Decompression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 700 1400 2100 2800 3500 SE +/- 11.07, N = 12 SE +/- 17.84, N = 5 3468.8 3475.0 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Decompression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 900 1800 2700 3600 4500 SE +/- 2.85, N = 3 SE +/- 4.06, N = 3 4181.9 4170.4 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Compression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 1000 2000 3000 4000 5000 SE +/- 35.39, N = 3 SE +/- 10.58, N = 3 4220.7 4443.8 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
Numenta Anomaly Benchmark Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Ubuntu 22.10 Ubuntu 22.10 - perf governor 3 6 9 12 15 SE +/- 0.118, N = 3 SE +/- 0.091, N = 3 10.055 9.818
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 Ubuntu 22.10 Ubuntu 22.10 - perf governor 5 10 15 20 25 SE +/- 0.14, N = 12 SE +/- 0.02, N = 3 18.58 18.76 1. (CXX) g++ options: -O3
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 Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.029 0.058 0.087 0.116 0.145 SE +/- 0.00010, N = 3 SE +/- 0.00056, N = 3 0.12870 0.12873
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Decompression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 1000 2000 3000 4000 5000 SE +/- 6.47, N = 3 SE +/- 58.12, N = 3 4460.8 4523.6 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
oneDNN This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 500 1000 1500 2000 2500 SE +/- 36.42, N = 15 SE +/- 23.04, N = 15 2187.43 2052.39 MIN: 1887.97 MIN: 1870.56 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 600 1200 1800 2400 3000 SE +/- 37.19, N = 3 SE +/- 30.06, N = 3 2819.87 2452.35 MIN: 2632.58 MIN: 2378.28 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 500 1000 1500 2000 2500 SE +/- 37.53, N = 12 SE +/- 15.28, N = 3 2216.45 2091.75 MIN: 1956.5 MIN: 2039.32 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
OpenSSL OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org sign/s, More Is Better OpenSSL Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 212.14, N = 3 SE +/- 26.83, N = 3 44112.2 44502.7 1. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)
oneDNN This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 600 1200 1800 2400 3000 SE +/- 30.01, N = 15 SE +/- 31.14, N = 15 2711.97 2398.86 MIN: 2500.56 MIN: 2143.3 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
OpenVINO This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 101.66 101.93 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 100 200 300 400 500 SE +/- 0.22, N = 3 SE +/- 0.21, N = 3 471.17 470.00 MIN: 409.16 / MAX: 595.01 MIN: 429.2 / MAX: 549.17 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 9 18 27 36 45 SE +/- 0.11, N = 3 SE +/- 0.16, N = 3 37.61 37.93 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 300 600 900 1200 1500 SE +/- 3.25, N = 3 SE +/- 4.90, N = 3 1266.30 1256.76 MIN: 829.67 / MAX: 2001.08 MIN: 787.21 / MAX: 2006.51 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 9 18 27 36 45 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 37.75 37.92 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 300 600 900 1200 1500 SE +/- 5.19, N = 3 SE +/- 1.02, N = 3 1262.75 1256.83 MIN: 872.27 / MAX: 1983.4 MIN: 849.6 / MAX: 1940.53 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 1600 3200 4800 6400 8000 SE +/- 1.41, N = 3 SE +/- 6.57, N = 3 7384.35 7400.00 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 6.49 6.47 MIN: 5.26 / MAX: 80.04 MIN: 4.94 / MAX: 66.16 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 40 80 120 160 200 SE +/- 0.06, N = 3 SE +/- 0.48, N = 3 191.17 191.05 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 50 100 150 200 250 SE +/- 0.10, N = 3 SE +/- 0.58, N = 3 250.59 250.72 MIN: 210.49 / MAX: 338.49 MIN: 207.51 / MAX: 302.56 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 2K 4K 6K 8K 10K SE +/- 1.10, N = 3 SE +/- 0.77, N = 3 10984.86 11010.45 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenSSL OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org verify/s, More Is Better OpenSSL Ubuntu 22.10 Ubuntu 22.10 - perf governor 600K 1200K 1800K 2400K 3000K SE +/- 14395.43, N = 3 SE +/- 457.92, N = 3 2918571.6 2938439.5 1. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)
OpenVINO This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.981 1.962 2.943 3.924 4.905 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 4.36 4.35 MIN: 3.56 / MAX: 52.94 MIN: 3.51 / MAX: 45.72 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 2K 4K 6K 8K 10K SE +/- 1.37, N = 3 SE +/- 1.31, N = 3 9845.21 9859.39 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 1.0935 2.187 3.2805 4.374 5.4675 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 4.86 4.85 MIN: 4.06 / MAX: 35.72 MIN: 3.98 / MAX: 28.38 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 2.06, N = 3 SE +/- 2.60, N = 3 963.35 958.14 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 11 22 33 44 55 SE +/- 0.11, N = 3 SE +/- 0.14, N = 3 49.77 50.03 MIN: 37.14 / MAX: 245.66 MIN: 37.47 / MAX: 276.72 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 4K 8K 12K 16K 20K SE +/- 4.32, N = 3 SE +/- 5.00, N = 3 19163.47 19201.93 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 9.96 9.93 MIN: 7.95 / MAX: 38.29 MIN: 8.62 / MAX: 43.52 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 2K 4K 6K 8K 10K SE +/- 5.92, N = 3 SE +/- 3.07, N = 3 9052.63 9031.68 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 1.1948 2.3896 3.5844 4.7792 5.974 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 5.29 5.31 MIN: 4.85 / MAX: 52.21 MIN: 4.27 / MAX: 42.55 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 30K 60K 90K 120K 150K SE +/- 2082.25, N = 3 SE +/- 964.99, N = 3 149753.69 146388.06 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.2025 0.405 0.6075 0.81 1.0125 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 0.90 0.55 MIN: 0.5 / MAX: 45.32 MIN: 0.5 / MAX: 36.32 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 30K 60K 90K 120K 150K SE +/- 1146.60, N = 3 SE +/- 268.69, N = 3 119916.92 122351.79 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.2655 0.531 0.7965 1.062 1.3275 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 1.18 0.98 MIN: 0.85 / MAX: 40.59 MIN: 0.86 / MAX: 38.39 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
NWChem NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better NWChem 7.0.2 Input: C240 Buckyball Ubuntu 22.10 Ubuntu 22.10 - perf governor 300 600 900 1200 1500 1554.9 1519.2 1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2
GPAW GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better GPAW 22.1 Input: Carbon Nanotube Ubuntu 22.10 Ubuntu 22.10 - perf governor 6 12 18 24 30 SE +/- 0.13, N = 3 SE +/- 0.29, N = 3 23.22 23.23 1. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi
WireGuard + Linux Networking Stack Stress Test This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better WireGuard + Linux Networking Stack Stress Test Ubuntu 22.10 Ubuntu 22.10 - perf governor 80 160 240 320 400 SE +/- 2.72, N = 3 SE +/- 3.80, N = 4 387.54 347.02
OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating Ubuntu 22.10 Ubuntu 22.10 - perf governor 300K 600K 900K 1200K 1500K SE +/- 26469.97, N = 3 SE +/- 9657.43, N = 3 1137175 1175260 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
SVT-AV1 This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 4K Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.18, N = 3 SE +/- 0.99, N = 5 66.26 93.25
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 4K Ubuntu 22.10 Ubuntu 22.10 - perf governor 60 120 180 240 300 SE +/- 1.31, N = 15 SE +/- 5.92, N = 15 182.03 257.96
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 4K Ubuntu 22.10 Ubuntu 22.10 - perf governor 60 120 180 240 300 SE +/- 1.98, N = 4 SE +/- 2.80, N = 15 164.00 261.79
Blender Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.4 Blend File: Classroom - Compute: CPU-Only Ubuntu 22.10 Ubuntu 22.10 - perf governor 5 10 15 20 25 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 21.13 20.99
Embree Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Ubuntu 22.10 Ubuntu 22.10 - perf governor 40 80 120 160 200 SE +/- 0.45, N = 3 SE +/- 0.70, N = 3 182.40 182.27 MIN: 131.93 / MAX: 211.14 MIN: 131.2 / MAX: 210.44
OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Ubuntu 22.10 Ubuntu 22.10 - perf governor 50 100 150 200 250 SE +/- 0.38, N = 3 SE +/- 0.23, N = 3 211.75 213.92 MIN: 206.83 / MAX: 224.62 MIN: 209.29 / MAX: 225.68
OpenVKL OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 1.3.1 Benchmark: vklBenchmark ISPC Ubuntu 22.10 Ubuntu 22.10 - perf governor 300 600 900 1200 1500 SE +/- 2.52, N = 3 SE +/- 7.54, N = 3 1285 1337 MIN: 328 / MAX: 3941 MIN: 328 / MAX: 5125
OSPRay Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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 Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/ao/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 42.81 42.85
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/scivis/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 42.71 42.78
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/pathtracer/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 50 100 150 200 250 SE +/- 1.42, N = 3 SE +/- 2.22, N = 3 174.32 220.69
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/ao/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 0.03, N = 3 SE +/- 0.13, N = 3 43.86 44.18
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 0.14, N = 3 SE +/- 0.02, N = 3 43.09 43.09
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 12 24 36 48 60 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 53.93 54.15
PHPBench PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Ubuntu 22.10 Ubuntu 22.10 - perf governor 200K 400K 600K 800K 1000K SE +/- 3164.42, N = 3 SE +/- 10109.62, N = 3 852283 859554
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 - SHA-512 Benchmark Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.09, N = 3 SE +/- 0.08, N = 15 14.86 10.14
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Ubuntu 22.10 Ubuntu 22.10 - perf governor 3 6 9 12 15 SE +/- 0.21, N = 3 SE +/- 0.06, N = 15 9.29 9.18
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.9293 1.8586 2.7879 3.7172 4.6465 SE +/- 0.17, N = 3 SE +/- 0.17, N = 15 4.13 3.82
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Group By Test Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.33, N = 3 SE +/- 0.15, N = 12 13.85 10.76
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Repartition Test Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 2 4 6 8 10 SE +/- 0.32, N = 3 SE +/- 0.13, N = 12 8.07 6.08
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Inner Join Test Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.90, N = 3 SE +/- 0.14, N = 12 14.24 9.26
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 2 4 6 8 10 SE +/- 0.40, N = 3 SE +/- 0.18, N = 12 7.30 5.64
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.14, N = 15 SE +/- 0.12, N = 15 16.17 11.15
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Ubuntu 22.10 Ubuntu 22.10 - perf governor 3 6 9 12 15 SE +/- 0.06, N = 15 SE +/- 0.08, N = 15 9.21 9.02
OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.9473 1.8946 2.8419 3.7892 4.7365 SE +/- 0.10, N = 15 SE +/- 0.16, N = 15 4.21 3.73
CockroachDB CockroachDB is a cloud-native, distributed SQL database for data intensive applications. This test profile uses a server-less CockroachDB configuration to test various Coackroach workloads on the local host with a single node. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: MoVR - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 2.40, N = 3 SE +/- 3.08, N = 3 610.8 948.0
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: MoVR - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 0.90, N = 3 SE +/- 2.73, N = 3 610.6 949.5
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: MoVR - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 1.15, N = 3 SE +/- 4.44, N = 3 611.7 947.5
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 7K 14K 21K 28K 35K SE +/- 322.46, N = 15 SE +/- 338.33, N = 15 25586.5 33324.1
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 8K 16K 24K 32K 40K SE +/- 323.23, N = 4 SE +/- 366.30, N = 6 30362.3 35924.6
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 356.72, N = 15 SE +/- 416.43, N = 15 37011.3 45420.2
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 263.98, N = 15 SE +/- 419.75, N = 15 39856.8 47183.0
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 11K 22K 33K 44K 55K SE +/- 512.79, N = 3 SE +/- 506.75, N = 5 40495.9 50763.3
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 11K 22K 33K 44K 55K SE +/- 340.08, N = 15 SE +/- 242.19, N = 3 43058.3 53436.0
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 14K 28K 42K 56K 70K SE +/- 200.15, N = 3 SE +/- 281.22, N = 3 56347.2 64140.3
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 13K 26K 39K 52K 65K SE +/- 436.18, N = 3 SE +/- 1167.40, N = 15 60113.4 61535.2
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 8K 16K 24K 32K 40K SE +/- 241.56, N = 3 SE +/- 352.51, N = 6 31192.4 36217.1
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 505.70, N = 4 SE +/- 385.41, N = 15 42428.0 46917.7
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 419.66, N = 15 SE +/- 675.35, N = 3 45989.7 47350.5
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 14K 28K 42K 56K 70K SE +/- 1556.62, N = 15 SE +/- 652.77, N = 3 56954.6 64779.1
PostgreSQL This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only Ubuntu 22.10 Ubuntu 22.10 - perf governor 600K 1200K 1800K 2400K 3000K SE +/- 7713.61, N = 3 SE +/- 9286.34, N = 3 2906035 2882125 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.0196 0.0392 0.0588 0.0784 0.098 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.086 0.087 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only Ubuntu 22.10 Ubuntu 22.10 - perf governor 700K 1400K 2100K 2800K 3500K SE +/- 23929.05, N = 3 SE +/- 45342.54, N = 3 3252697 3173132 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.0356 0.0712 0.1068 0.1424 0.178 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 0.154 0.158 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write Ubuntu 22.10 Ubuntu 22.10 - perf governor 4K 8K 12K 16K 20K SE +/- 903.13, N = 12 SE +/- 2177.61, N = 12 14029 19361 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency Ubuntu 22.10 Ubuntu 22.10 - perf governor 5 10 15 20 25 SE +/- 0.87, N = 12 SE +/- 0.98, N = 12 18.42 14.06 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write Ubuntu 22.10 Ubuntu 22.10 - perf governor 3K 6K 9K 12K 15K SE +/- 309.57, N = 12 SE +/- 276.48, N = 12 11245 13400 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 1.20, N = 12 SE +/- 0.74, N = 12 44.83 37.48 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PyBench This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 6.66, N = 3 SE +/- 4.33, N = 3 862 861
Ubuntu 22.10 Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110dJava Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Notes: Python 3.10.7Security 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 24 December 2022 10:56 by user phoronix.
Ubuntu 22.10 - perf governor Processor: 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe
OS: Ubuntu 22.10, Kernel: 5.19.0-26-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Vulkan: 1.3.224, Compiler: GCC 12.2.0 + Clang 15.0.2-1, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110dJava Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Notes: Python 3.10.7Security 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 25 December 2022 05:42 by user phoronix.