Benchmarks for a future article.
Ubuntu Linux 23.10 Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T
OS: Ubuntu 23.10, Kernel: 6.5.0-17-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1024x768
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,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-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/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: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161Python Notes: Python 3.11.6Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
CentOS Stream 9 Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash DriveGraphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T
OS: CentOS Stream 9, Kernel: 5.14.0-419.el9.x86_64 (x86_64), Desktop: GNOME Shell 40.10, Display Server: X Server, Compiler: GCC 11.4.1 20231218, File-System: xfs, Screen Resolution: 1920x1200
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-islProcessor Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161Python Notes: Python 3.9.18Security Notes: SELinux + gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
Fedora Server 39 OS: Fedora Linux 39, Kernel: 6.7.6-200.fc39.x86_64 (x86_64), Compiler: GCC 13.2.1 20231205, File-System: xfs, Screen Resolution: 1024x768
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,m2,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-libstdcxx-zoneinfo=/usr/share/zoneinfo --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driverProcessor Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161Python Notes: Python 3.12.2Security Notes: SELinux + gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
Graph500 This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org bfs max_TEPS, More Is Better Graph500 3.0 Scale: 26 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 300M 600M 900M 1200M 1500M 1499600000 1253250000 1289580000 1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi
OpenBenchmarking.org bfs median_TEPS, More Is Better Graph500 3.0 Scale: 26 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 300M 600M 900M 1200M 1500M 1464120000 1195510000 1226550000 1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi
Quicksilver Quicksilver is a proxy application that represents some elements of the Mercury workload by solving a simplified dynamic Monte Carlo particle transport problem. Quicksilver is developed by Lawrence Livermore National Laboratory (LLNL) and this test profile currently makes use of the OpenMP CPU threaded code path. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Figure Of Merit, More Is Better Quicksilver 20230818 Input: CTS2 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.6M 3.2M 4.8M 6.4M 8M SE +/- 121572.66, N = 6 SE +/- 90618.71, N = 4 SE +/- 80526.35, N = 9 7398333 7367500 7680222 1. (CXX) g++ options: -fopenmp -O3 -march=native
OpenBenchmarking.org Figure Of Merit, More Is Better Quicksilver 20230818 Input: CORAL2 P1 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.3M 2.6M 3.9M 5.2M 6.5M SE +/- 105910.76, N = 12 SE +/- 42699.12, N = 11 SE +/- 65941.38, N = 12 5800833 5835818 5931500 1. (CXX) g++ options: -fopenmp -O3 -march=native
OpenBenchmarking.org Figure Of Merit, More Is Better Quicksilver 20230818 Input: CORAL2 P2 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.4M 2.8M 4.2M 5.6M 7M SE +/- 51868.42, N = 3 SE +/- 74346.22, N = 5 SE +/- 81512.06, N = 9 6381000 6759600 6744778 1. (CXX) g++ options: -fopenmp -O3 -march=native
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 2023.2.dev Model: Person Detection FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 80 160 240 320 400 SE +/- 2.69, N = 3 SE +/- 0.63, N = 3 SE +/- 0.48, N = 3 328.37 340.97 375.75 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 110 220 330 440 550 SE +/- 1.20, N = 3 SE +/- 6.06, N = 4 SE +/- 5.90, N = 4 528.79 529.14 519.83 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 2K 4K 6K 8K 10K SE +/- 7.04, N = 3 SE +/- 9.74, N = 3 SE +/- 20.48, N = 3 8908.74 8862.07 8901.61 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 5K 10K 15K 20K 25K SE +/- 36.89, N = 3 SE +/- 130.19, N = 3 SE +/- 208.25, N = 3 24295.71 24296.54 24570.10 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 500 1000 1500 2000 2500 SE +/- 10.50, N = 3 SE +/- 4.46, N = 3 SE +/- 15.67, N = 3 2412.51 2383.22 2377.90 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 13.25, N = 15 SE +/- 8.04, N = 9 SE +/- 4.60, N = 3 617.45 978.70 1143.25 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 9K 18K 27K 36K 45K SE +/- 347.22, N = 3 SE +/- 194.22, N = 3 SE +/- 43.54, N = 3 40187.34 42419.89 43516.98 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 2K 4K 6K 8K 10K SE +/- 104.96, N = 5 SE +/- 124.93, N = 4 SE +/- 140.94, N = 3 10113.47 10082.93 10033.95 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 700 1400 2100 2800 3500 SE +/- 1.03, N = 3 SE +/- 4.78, N = 3 SE +/- 1.65, N = 3 3196.47 3255.16 3217.84 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 13K 26K 39K 52K 65K SE +/- 478.67, N = 3 SE +/- 271.02, N = 3 SE +/- 827.51, N = 15 60429.54 56624.98 61020.16 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
Embree Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) 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 4.3 Binary: Pathtracer ISPC - Model: Crown CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 1.24, N = 15 SE +/- 1.32, N = 15 SE +/- 0.25, N = 3 105.62 142.17 100.34 MIN: 95.01 / MAX: 132.75 MIN: 115.81 / MAX: 164.58 MIN: 95.92 / MAX: 109.46
OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.3 Binary: Pathtracer ISPC - Model: Asian Dragon CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 3.90, N = 15 SE +/- 0.73, N = 3 SE +/- 0.50, N = 3 177.80 179.54 144.92 MIN: 142.88 / MAX: 210.57 MIN: 145.33 / MAX: 207.47 MIN: 137.85 / MAX: 155.04
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 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 4K CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.5306 1.0612 1.5918 2.1224 2.653 SE +/- 0.009, N = 3 SE +/- 0.008, N = 3 SE +/- 0.007, N = 3 2.358 2.346 2.307 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 4K CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 5 10 15 20 25 SE +/- 0.21, N = 3 SE +/- 0.10, N = 3 SE +/- 0.19, N = 3 21.56 21.16 21.32 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 4K CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 16 32 48 64 80 SE +/- 0.39, N = 3 SE +/- 0.99, N = 3 SE +/- 0.48, N = 15 69.87 71.52 66.86 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 4K CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 16 32 48 64 80 SE +/- 0.99, N = 3 SE +/- 0.53, N = 3 SE +/- 0.74, N = 5 69.72 70.87 66.43 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
VVenC VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Fast CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.6377 1.2754 1.9131 2.5508 3.1885 SE +/- 0.026, N = 3 SE +/- 0.017, N = 3 SE +/- 0.035, N = 3 2.823 2.834 2.785 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Faster CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.3068 2.6136 3.9204 5.2272 6.534 SE +/- 0.013, N = 3 SE +/- 0.035, N = 3 SE +/- 0.061, N = 4 5.808 5.804 5.611 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
High Performance Conjugate Gradient HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 X Y Z: 104 104 104 - RT: 60 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 16 32 48 64 80 SE +/- 0.12, N = 3 SE +/- 0.14, N = 3 SE +/- 0.19, N = 3 71.13 72.46 71.14 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 X Y Z: 144 144 144 - RT: 60 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 16 32 48 64 80 SE +/- 0.83, N = 4 SE +/- 0.27, N = 3 SE +/- 0.52, N = 3 69.17 70.38 69.34 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.2 Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.1025 2.205 3.3075 4.41 5.5125 SE +/- 0.03, N = 3 SE +/- 0.03, N = 15 SE +/- 0.06, N = 3 4.90 4.70 4.54
OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.2 Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.5648 1.1296 1.6944 2.2592 2.824 SE +/- 0.03, N = 4 SE +/- 0.01, N = 15 SE +/- 0.01, N = 3 2.51 2.25 2.18
TensorFlow This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: ResNet-50 CentOS Stream 9 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.83, N = 4 SE +/- 0.84, N = 3 76.68 73.12 Device: CPU - Batch Size: 512 - Model: ResNet-50
Fedora Server 39: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'absl'
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 2.0.0 Benchmark: vklBenchmarkCPU ISPC CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 600 1200 1800 2400 3000 SE +/- 33.05, N = 3 SE +/- 22.66, N = 3 SE +/- 20.99, N = 3 2815 2821 2821 MIN: 186 / MAX: 35204 MIN: 178 / MAX: 36193 MIN: 175 / MAX: 34505
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 3.1 Benchmark: particle_volume/ao/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 20.50 20.44 20.65
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: particle_volume/scivis/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 5 10 15 20 25 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 20.44 20.54 20.77
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: particle_volume/pathtracer/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.23, N = 3 SE +/- 0.58, N = 3 SE +/- 0.35, N = 3 83.57 82.14 82.97
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: gravity_spheres_volume/dim_512/ao/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 7 14 21 28 35 SE +/- 0.26, N = 15 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 29.76 28.66 28.61
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 7 14 21 28 35 SE +/- 0.17, N = 3 SE +/- 0.17, N = 3 SE +/- 0.11, N = 3 29.51 28.43 28.92
OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.48, N = 15 SE +/- 0.12, N = 3 SE +/- 0.05, N = 3 33.29 31.70 32.32
Neural Magic DeepSparse This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 0.30, N = 3 SE +/- 0.29, N = 3 132.91 132.68 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 1000 2000 3000 4000 5000 SE +/- 40.12, N = 7 SE +/- 40.60, N = 7 4462.53 4547.54 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 400 800 1200 1600 2000 SE +/- 4.86, N = 3 SE +/- 7.36, N = 3 1863.34 1837.11 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 2K 4K 6K 8K 10K SE +/- 43.63, N = 3 SE +/- 102.73, N = 7 11022.30 11099.64 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 4.43, N = 3 SE +/- 5.31, N = 3 827.99 829.51 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 0.32, N = 3 SE +/- 0.87, N = 3 152.57 155.82 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 400 800 1200 1600 2000 SE +/- 3.56, N = 3 SE +/- 16.26, N = 3 1866.52 1826.04 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 8.06, N = 3 SE +/- 6.05, N = 3 853.34 853.21 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 300 600 900 1200 1500 SE +/- 15.64, N = 3 SE +/- 14.85, N = 3 1223.65 1223.16 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 0.21, N = 3 SE +/- 1.16, N = 3 173.95 176.57 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 400 800 1200 1600 2000 SE +/- 16.06, N = 3 SE +/- 20.52, N = 3 1810.95 1866.23 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 0.09, N = 3 SE +/- 0.24, N = 3 133.28 133.21 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 100K 200K 300K 400K 500K SE +/- 2615.74, N = 15 SE +/- 14994.49, N = 7 SE +/- 39319.74, N = 3 434200 428601 455056 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
LeelaChessZero LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.30 Backend: BLAS Ubuntu Linux 23.10 4 8 12 16 20 SE +/- 1.18, N = 9 15 1. (CXX) g++ options: -flto -pthread Backend: BLAS
CentOS Stream 9: The test quit with a non-zero exit status. E: lczero: line 4: ./lc0: No such file or directory
Fedora Server 39: The test quit with a non-zero exit status. E: lczero: line 4: ./lc0: No such file or directory
OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.30 Backend: Eigen Ubuntu Linux 23.10 80 160 240 320 400 SE +/- 4.52, N = 4 380 1. (CXX) g++ options: -flto -pthread Backend: Eigen
CentOS Stream 9: The test quit with a non-zero exit status. E: lczero: line 4: ./lc0: No such file or directory
Fedora Server 39: The test quit with a non-zero exit status. E: lczero: line 4: ./lc0: No such file or directory
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 2024 Implementation: MPI CPU - Input: water_GMX50_bare CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 3 6 9 12 15 SE +/- 0.323, N = 12 SE +/- 0.850, N = 12 SE +/- 1.403, N = 7 5.939 7.180 9.630 1. (CXX) g++ options: -O3 -lm
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 ns/day, More Is Better NAMD 3.0b6 Input: ATPase with 327,506 Atoms CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.2166 2.4332 3.6498 4.8664 6.083 SE +/- 0.30866, N = 12 SE +/- 0.33952, N = 15 SE +/- 0.33618, N = 15 3.20328 5.40706 4.70711
OpenBenchmarking.org ns/day, More Is Better NAMD 3.0b6 Input: STMV with 1,066,628 Atoms CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.4342 0.8684 1.3026 1.7368 2.171 SE +/- 0.04889, N = 12 SE +/- 0.05361, N = 15 SE +/- 0.14829, N = 15 0.50251 1.92977 1.49004
RocksDB This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Op/s, More Is Better RocksDB 8.0 Test: Random Read Fedora Server 39 Ubuntu Linux 23.10 140M 280M 420M 560M 700M SE +/- 3865049.53, N = 3 SE +/- 7527805.83, N = 15 652854125 599822046 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti Test: Random Read
CentOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory
OpenBenchmarking.org Op/s, More Is Better RocksDB 8.0 Test: Update Random Fedora Server 39 Ubuntu Linux 23.10 30K 60K 90K 120K 150K SE +/- 1187.74, N = 3 SE +/- 440.29, N = 3 123092 125560 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti Test: Update Random
CentOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory
OpenBenchmarking.org Op/s, More Is Better RocksDB 8.0 Test: Read While Writing Fedora Server 39 Ubuntu Linux 23.10 2M 4M 6M 8M 10M SE +/- 133209.05, N = 14 SE +/- 81611.31, N = 8 8567006 9775989 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti Test: Read While Writing
CentOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory
OpenBenchmarking.org Op/s, More Is Better RocksDB 8.0 Test: Read Random Write Random Fedora Server 39 Ubuntu Linux 23.10 300K 600K 900K 1200K 1500K SE +/- 13512.70, N = 15 SE +/- 5328.60, N = 3 1184837 955461 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti Test: Read Random Write Random
CentOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory
Speedb Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Op/s, More Is Better Speedb 2.7 Test: Random Read Fedora Server 39 Ubuntu Linux 23.10 130M 260M 390M 520M 650M SE +/- 8524314.28, N = 3 SE +/- 5282775.06, N = 8 626261826 600703384 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti Test: Random Read
CentOS Stream 9: The test quit with a non-zero exit status. E: speedb: line 4: ./db_bench: No such file or directory
Memcached Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Ops/sec, More Is Better Memcached 1.6.19 Set To Get Ratio: 1:10 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.1M 2.2M 3.3M 4.4M 5.5M SE +/- 43085.73, N = 13 SE +/- 65254.44, N = 3 SE +/- 36897.17, N = 5 3337339.10 5054518.76 3370014.38 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Memcached 1.6.19 Set To Get Ratio: 1:100 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 2M 4M 6M 8M 10M SE +/- 20448.57, N = 10 SE +/- 380886.14, N = 12 SE +/- 20632.12, N = 3 2615816.73 8983240.52 3477137.28 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
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/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, First Run / Cold Cache CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 0.84, N = 3 SE +/- 2.54, N = 3 SE +/- 2.70, N = 3 183.62 188.71 205.20 MIN: 34.56 / MAX: 1714.29 MIN: 30.08 / MAX: 1428.57 MIN: 35.4 / MAX: 1818.18
OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, Second Run CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 3.30, N = 3 SE +/- 1.90, N = 3 SE +/- 1.67, N = 3 200.18 202.14 214.31 MIN: 37.41 / MAX: 2000 MIN: 36.41 / MAX: 1463.41 MIN: 36.39 / MAX: 1764.71
OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 2.16, N = 3 SE +/- 3.01, N = 3 SE +/- 3.81, N = 3 201.05 206.83 215.62 MIN: 36.08 / MAX: 1500 MIN: 35.91 / MAX: 1935.48 MIN: 37.43 / MAX: 1714.29
Redis Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: GET - Parallel Connections: 500 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 400K 800K 1200K 1600K 2000K SE +/- 19161.91, N = 15 SE +/- 30474.05, N = 15 SE +/- 15103.72, N = 15 1821521.39 1838671.43 1541713.80 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SET - Parallel Connections: 500 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 500K 1000K 1500K 2000K 2500K SE +/- 47416.25, N = 15 SE +/- 73166.31, N = 15 SE +/- 48178.71, N = 15 1978937.18 2125843.97 2134872.89 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Graph500 This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org sssp max_TEPS, More Is Better Graph500 3.0 Scale: 26 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 140M 280M 420M 560M 700M 640794000 663412000 664991000 1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi
OpenBenchmarking.org sssp median_TEPS, More Is Better Graph500 3.0 Scale: 26 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 110M 220M 330M 440M 550M 466398000 493031000 483534000 1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi
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 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only Ubuntu Linux 23.10 150K 300K 450K 600K 750K SE +/- 22056.84, N = 12 679317 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm Scaling Factor: 100 - Clients: 1000 - Mode: Read Only
CentOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory
Fedora Server 39: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory
OpenBenchmarking.org TPS, More Is Better PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write Ubuntu Linux 23.10 8K 16K 24K 32K 40K SE +/- 1662.84, N = 9 39542 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm Scaling Factor: 100 - Clients: 1000 - Mode: Read Write
CentOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory
Fedora Server 39: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency Ubuntu Linux 23.10 0.335 0.67 1.005 1.34 1.675 SE +/- 0.047, N = 12 1.489 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency
CentOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory
Fedora Server 39: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency Ubuntu Linux 23.10 6 12 18 24 30 SE +/- 0.97, N = 9 25.62 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency
CentOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory
Fedora Server 39: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory
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 2023.2.dev Model: Person Detection FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.81, N = 3 SE +/- 0.18, N = 3 SE +/- 0.11, N = 3 97.34 93.74 85.06 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 33.82 / MAX: 325.84 -pie - MIN: 34.75 / MAX: 283.24 -pie - MIN: 39.38 / MAX: 260.96 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 0.55, N = 3 SE +/- 2.84, N = 4 SE +/- 2.84, N = 4 241.67 241.70 245.98 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 160.04 / MAX: 556.9 -pie - MIN: 163.92 / MAX: 559.83 -pie - MIN: 176.44 / MAX: 390.61 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 14.36 14.43 14.37 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 12.55 / MAX: 76.83 -pie - MIN: 12.18 / MAX: 71.66 -pie - MIN: 12.05 / MAX: 72.49 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.1813 2.3626 3.5439 4.7252 5.9065 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 5.25 5.25 5.20 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 4.69 / MAX: 58.72 -pie - MIN: 4.62 / MAX: 31.26 -pie - MIN: 4.59 / MAX: 31.78 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 12 24 36 48 60 SE +/- 0.23, N = 3 SE +/- 0.10, N = 3 SE +/- 0.36, N = 3 53.02 53.67 53.79 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 42.98 / MAX: 178.63 -pie - MIN: 43.29 / MAX: 161.25 -pie - MIN: 44.62 / MAX: 198.12 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 12 24 36 48 60 SE +/- 1.14, N = 15 SE +/- 0.27, N = 9 SE +/- 0.11, N = 3 52.09 32.67 27.93 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 17.25 / MAX: 578.83 -pie - MIN: 19.33 / MAX: 484.58 -pie - MIN: 19.99 / MAX: 261.46 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.6795 1.359 2.0385 2.718 3.3975 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 3.02 2.86 2.85 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 2.07 / MAX: 29.73 -pie - MIN: 1.94 / MAX: 41.9 -pie - MIN: 2.08 / MAX: 32.04 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 3 6 9 12 15 SE +/- 0.14, N = 5 SE +/- 0.16, N = 4 SE +/- 0.18, N = 3 12.65 12.69 12.74 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 10.9 / MAX: 74.36 -pie - MIN: 10.9 / MAX: 75.69 -pie - MIN: 10.88 / MAX: 73.62 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 9 18 27 36 45 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 40.02 39.30 39.76 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 33.6 / MAX: 102.02 -pie - MIN: 33.26 / MAX: 101.52 -pie - MIN: 37.84 / MAX: 104.98 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.1868 0.3736 0.5604 0.7472 0.934 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 15 0.83 0.83 0.80 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 0.21 / MAX: 20.36 -pie - MIN: 0.2 / MAX: 31.65 -pie - MIN: 0.2 / MAX: 28.24 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
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 1.0 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 9.82, N = 4 SE +/- 3.48, N = 3 902 914 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 2.03, N = 3 SE +/- 3.53, N = 3 897 911 Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 2.96, N = 3 SE +/- 2.40, N = 3 1058 1079 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 3K 6K 9K 12K 15K SE +/- 22.15, N = 3 SE +/- 3.51, N = 3 12187 12086 Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 7K 14K 21K 28K 35K SE +/- 1257.60, N = 15 SE +/- 481.26, N = 15 28035 32279 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 3K 6K 9K 12K 15K SE +/- 36.03, N = 3 SE +/- 25.12, N = 3 12262 12243 Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 7K 14K 21K 28K 35K SE +/- 1255.46, N = 15 SE +/- 600.94, N = 15 27524 33174 Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 3K 6K 9K 12K 15K SE +/- 37.95, N = 3 SE +/- 177.62, N = 4 14422 14508 Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 8K 16K 24K 32K 40K SE +/- 119.27, N = 3 SE +/- 564.37, N = 15 34698 37285 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 0.88, N = 3 SE +/- 0.33, N = 3 235 234 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 233 233 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 60 120 180 240 300 SE +/- 1.45, N = 3 SE +/- 0.00, N = 3 276 276 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 800 1600 2400 3200 4000 SE +/- 16.22, N = 3 SE +/- 3.21, N = 3 3683 3718 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 1400 2800 4200 5600 7000 SE +/- 13.35, N = 3 SE +/- 77.79, N = 4 6314 6448 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 800 1600 2400 3200 4000 SE +/- 43.59, N = 3 SE +/- 7.45, N = 3 3655 3694 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 1400 2800 4200 5600 7000 SE +/- 28.01, N = 3 SE +/- 60.98, N = 6 6303 6324 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 900 1800 2700 3600 4500 SE +/- 21.55, N = 3 SE +/- 47.59, N = 4 4377 4353 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 1600 3200 4800 6400 8000 SE +/- 91.12, N = 4 SE +/- 31.90, N = 3 7424 7321 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU
CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)
Neural Magic DeepSparse This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 100 200 300 400 500 SE +/- 0.62, N = 3 SE +/- 0.91, N = 3 478.03 478.76 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 4 8 12 16 20 SE +/- 0.13, N = 7 SE +/- 0.13, N = 7 14.32 14.06 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 34.29 34.76 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 1.3012 2.6024 3.9036 5.2048 6.506 SE +/- 0.0226, N = 3 SE +/- 0.0557, N = 7 5.7833 5.7515 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.41, N = 3 SE +/- 0.46, N = 3 77.17 77.02 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 90 180 270 360 450 SE +/- 0.86, N = 3 SE +/- 2.51, N = 3 416.68 409.01 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.07, N = 3 SE +/- 0.31, N = 3 34.23 34.99 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.70, N = 3 SE +/- 0.50, N = 3 74.80 74.88 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 12 24 36 48 60 SE +/- 0.70, N = 3 SE +/- 0.63, N = 3 52.24 52.28 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 80 160 240 320 400 SE +/- 0.14, N = 3 SE +/- 2.37, N = 3 366.38 361.29 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.32, N = 3 SE +/- 0.38, N = 3 35.28 34.25 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 100 200 300 400 500 SE +/- 0.34, N = 3 SE +/- 0.78, N = 3 476.58 477.14 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream
Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory
CloverLeaf CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf 1.3 Input: clover_bm16 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 70 140 210 280 350 SE +/- 1.51, N = 3 SE +/- 1.01, N = 3 SE +/- 3.60, N = 3 314.49 255.39 279.21 1. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf 1.3 Input: clover_bm64_short CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 7 14 21 28 35 SE +/- 0.12, N = 3 SE +/- 0.40, N = 3 SE +/- 0.23, N = 11 25.01 31.63 32.10 1. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
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 Linux 23.10 400 800 1200 1600 2000 1750.3 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 Input: C240 Buckyball
CentOS Stream 9: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access
Fedora Server 39: The test run did not produce a result. E: /nwchem-7.0.2/bin/LINUX64/nwchem: error while loading shared libraries: libmpi_usempif08.so.40: cannot open shared object file: No such file or directory
Xcompact3d Incompact3d Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Xcompact3d Incompact3d 2021-03-11 Input: X3D-benchmarking input.i3d CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 0.56, N = 3 SE +/- 0.67, N = 3 SE +/- 0.44, N = 3 184.19 168.67 169.18 -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi
easyWave The easyWave software allows simulating tsunami generation and propagation in the context of early warning systems. EasyWave supports making use of OpenMP for CPU multi-threading and there are also GPU ports available but not currently incorporated as part of this test profile. The easyWave tsunami generation software is run with one of the example/reference input files for measuring the CPU execution time. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better easyWave r34 Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 10.40, N = 12 SE +/- 15.88, N = 12 SE +/- 8.98, N = 12 205.01 156.24 177.75 1. (CXX) g++ options: -O3 -fopenmp
OpenBenchmarking.org Seconds, Fewer Is Better Y-Cruncher 0.8.3 Pi Digits To Calculate: 5B CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.17, N = 3 SE +/- 0.43, N = 3 SE +/- 0.07, N = 3 32.85 33.73 29.82
RawTherapee RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time Fedora Server 39 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 0.45, N = 3 SE +/- 0.65, N = 3 118.23 129.08 1. Fedora Server 39: RawTherapee, version 5.10, command line. 2. Ubuntu Linux 23.10: RawTherapee, version 5.9, command line. Total Benchmark Time
CentOS Stream 9: The test run did not produce a result.
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 23.6 Input: Carbon Nanotube Fedora Server 39 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 0.94, N = 3 SE +/- 0.35, N = 15 194.51 38.64 -fno-strict-overflow -fcf-protection -fexceptions -fPIC -UNDEBUG -std=c99 -fwrapv -O2 1. (CC) gcc options: -shared -lxc -lblas -lmpi Input: Carbon Nanotube
CentOS Stream 9: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'gpaw'
Ubuntu Linux 23.10 Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T
OS: Ubuntu 23.10, Kernel: 6.5.0-17-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1024x768
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,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-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/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: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161Python Notes: Python 3.11.6Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 25 February 2024 15:32 by user phoronix.
CentOS Stream 9 Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash Drive, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T
OS: CentOS Stream 9, Kernel: 5.14.0-419.el9.x86_64 (x86_64), Desktop: GNOME Shell 40.10, Display Server: X Server, Compiler: GCC 11.4.1 20231218, File-System: xfs, Screen Resolution: 1920x1200
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-islProcessor Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161Python Notes: Python 3.9.18Security Notes: SELinux + gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 26 February 2024 12:41 by user .
Fedora Server 39 Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash Drive, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T
OS: Fedora Linux 39, Kernel: 6.7.6-200.fc39.x86_64 (x86_64), Compiler: GCC 13.2.1 20231205, File-System: xfs, Screen Resolution: 1024x768
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,m2,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-libstdcxx-zoneinfo=/usr/share/zoneinfo --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driverProcessor Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161Python Notes: Python 3.12.2Security Notes: SELinux + gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 2 March 2024 02:02 by user .