Benchmarks by Michael Larabel for a future article.
c3-highcpu-8 SPR Processor: Intel Xeon Platinum 8481C (4 Cores / 8 Threads), Motherboard: Google Compute Engine c3-highcpu-8, Chipset: Intel 440FX 82441FX PMC, Memory: 16GB, Disk: 322GB nvme_card-pd, Network: Google Compute Engine Virtual
OS: Ubuntu 22.10, Kernel: 5.19.0-1015-gcp (x86_64), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, System Layer: KVM
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: CPU Microcode: 0xffffffffPython 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
c2-standard-8 CLX Processor: Intel Xeon (4 Cores / 8 Threads) , Motherboard: Google Compute Engine c2-standard-8 , Chipset: Intel 440FX 82441FX PMC, Memory: 32GB , Disk: 322GB PersistentDisk , Network: Red Hat Virtio device
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: CPU Microcode: 0xffffffffPython Notes: Python 3.10.7Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + retbleed: Mitigation of Enhanced IBRS + 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT Host state unknown
Google Cloud c3 Sapphire Rapids Processor Motherboard Chipset Memory Disk Network OS Kernel Vulkan Compiler File-System System Layer c3-highcpu-8 SPR c2-standard-8 CLX Intel Xeon Platinum 8481C (4 Cores / 8 Threads) Google Compute Engine c3-highcpu-8 Intel 440FX 82441FX PMC 16GB 322GB nvme_card-pd Google Compute Engine Virtual Ubuntu 22.10 5.19.0-1015-gcp (x86_64) 1.3.224 GCC 12.2.0 ext4 KVM Intel Xeon (4 Cores / 8 Threads) Google Compute Engine c2-standard-8 32GB 322GB PersistentDisk Red Hat Virtio device OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --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 Processor Details - CPU Microcode: 0xffffffff Python Details - Python 3.10.7 Security Details - c3-highcpu-8 SPR: 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - c2-standard-8 CLX: itlb_multihit: Not affected + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + retbleed: Mitigation of Enhanced IBRS + 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT Host state unknown
c3-highcpu-8 SPR vs. c2-standard-8 CLX Comparison Phoronix Test Suite Baseline +874.5% +874.5% +1749% +1749% +2623.5% +2623.5% 169.7% 20.5% 20.5% 16.6% 12.6% 11.6% 8.5% 7.2% C.B.S.A - bf16bf16bf16 - CPU 718.5% M.M.B.S.T - bf16bf16bf16 - CPU 667% D.B.s - bf16bf16bf16 - CPU 3498% SHA256 225% AES-256-GCM 183.3% Video AES-128-GCM 147.9% IP Shapes 1D - bf16bf16bf16 - CPU 1201.9% D.B.s - bf16bf16bf16 - CPU 911.9% 100 - 800 - Read Only 80% 100 - 800 - Read Only - Average Latency 80% RSA4096 78.3% 100 - 1000 - Read Only 73.1% 100 - 1000 - Read Only - Average Latency 73.1% Core 63.4% 500 57.9% KV, 95% Reads - 128 54.2% 4000 52% Church Facade 51.4% IP Shapes 3D - bf16bf16bf16 - CPU 50.2% 1000 49.8% Object Detection 48.9% Pathtracer ISPC - Crown 48.6% 1 - 4K - 1 - Path Tracer 47.5% 1:100 46.8% 3 - 4K - 1 - Path Tracer 46.8% ChaCha20-Poly1305 46.3% 1:10 46% 100 44.4% 200 44.2% Pathtracer ISPC - Asian Dragon 42.9% R.O.R.S.I 42.6% V.P.M 41.3% KV, 50% Reads - 128 41.2% vklBenchmark ISPC 40% BLAS 39.9% d.S.M.S - Mesh Time 37.8% Eigen 35.4% MPI CPU - water_GMX50_bare 34.2% 2048 33.9% 4096 33.8% C.P.D.T 32.7% d.S.M.S - Execution Time 32.6% ATPase Simulation - 327,506 Atoms 32.4% N.D.C.o.b.u.o.I - A.M.S 29.2% N.D.C.o.b.u.o.I - A.M.S 29.2% 19 - D.S 29.1% Bumper Beam 28.8% N.T.C.B.b.u.c - A.M.S 28.4% N.T.C.B.b.u.c - A.M.S 28.4% R.N.N.I - bf16bf16bf16 - CPU 28.3% 19, Long Mode - D.S 27.1% Bosphorus 1080p - Super Fast 24.5% Bosphorus 4K - Super Fast 24% R.N.N.T - bf16bf16bf16 - CPU 23.8% OpenMP - BM1 23.5% OpenMP - BM1 23.5% Bosphorus 1080p - Very Fast 23.2% Bosphorus 4K - Very Fast 22.8% Bosphorus 1080p - Ultra Fast 22.5% Bosphorus 4K - Ultra Fast 22.4% TurboPipe Periodic 22.2% B.S.o.W 21.8% N.S.A.8.P.Q.B.B.U - A.M.S N.S.A.8.P.Q.B.B.U - A.M.S N.Q.A.B.b.u.S.1.P - A.M.S 20.4% N.Q.A.B.b.u.S.1.P - A.M.S 20.3% Lion 19% defconfig 18.3% Stitching 16.8% MoVR - 128 i.i.1.C.P.D 16.6% N.T.C.B.b.u.S - A.M.S 15.9% N.T.C.B.b.u.S - A.M.S 15.9% Time To Compile 15.4% Image Processing 14.9% Compression Rating 13.9% N.T.C.D.m - A.M.S 13.5% N.T.C.D.m - A.M.S 13.4% RSA4096 MD5 12% D.R 19 - Compression Speed 11.5% 19, Long Mode - Compression Speed 10.9% RT.hdr_alb_nrm.3840x2160 9.1% RTLightmap.hdr.4096x4096 9.1% WPA PSK W.l.H 8.1% C.C.R.5.I - A.M.S 8.1% C.C.R.5.I - A.M.S 8.1% Graph API 7.4% HMAC-SHA512 SHA512 7% CPU - 16 - ResNet-50 6.5% H.H 6.3% CPU - 64 - ResNet-50 6.1% CPU - 32 - ResNet-50 5.8% C.S.9.P.Y.P - A.M.S 5.6% C.S.9.P.Y.P - A.M.S 5.6% Tomographic Model 4.8% Mount St. Helens 4.2% Blowfish 3.7% bcrypt 3.7% ChaCha20 3.5% oneDNN oneDNN oneDNN OpenSSL OpenSSL OpenCV OpenSSL oneDNN oneDNN PostgreSQL PostgreSQL OpenSSL PostgreSQL PostgreSQL OpenCV nginx CockroachDB nginx Google Draco oneDNN nginx OpenCV Embree OSPRay Studio Memcached OSPRay Studio OpenSSL Memcached nginx nginx Embree OpenRadioss BRL-CAD CockroachDB OpenVKL LeelaChessZero OpenFOAM LeelaChessZero GROMACS MariaDB MariaDB OpenRadioss OpenFOAM NAMD Neural Magic DeepSparse Neural Magic DeepSparse Zstd Compression OpenRadioss Neural Magic DeepSparse Neural Magic DeepSparse oneDNN Zstd Compression uvg266 uvg266 oneDNN miniBUDE miniBUDE uvg266 uvg266 uvg266 uvg266 nekRS OpenRadioss Neural Magic DeepSparse Neural Magic DeepSparse Neural Magic DeepSparse Neural Magic DeepSparse Google Draco Timed Linux Kernel Compilation OpenCV CockroachDB Xcompact3d Incompact3d Neural Magic DeepSparse Neural Magic DeepSparse Timed FFmpeg Compilation OpenCV 7-Zip Compression Neural Magic DeepSparse Neural Magic DeepSparse OpenSSL John The Ripper 7-Zip Compression Zstd Compression Zstd Compression Intel Open Image Denoise Intel Open Image Denoise John The Ripper SPECFEM3D Neural Magic DeepSparse Neural Magic DeepSparse OpenCV John The Ripper OpenSSL TensorFlow SPECFEM3D TensorFlow TensorFlow Neural Magic DeepSparse Neural Magic DeepSparse SPECFEM3D SPECFEM3D John The Ripper John The Ripper OpenSSL c3-highcpu-8 SPR c2-standard-8 CLX
SPECFEM3D simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Layered Halfspace c2-standard-8 CLX c3-highcpu-8 SPR 80 160 240 320 400 SE +/- 2.51, N = 3 SE +/- 0.64, N = 3 374.76 372.09 1. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Mount St. Helens c2-standard-8 CLX c3-highcpu-8 SPR 30 60 90 120 150 SE +/- 0.56, N = 3 SE +/- 0.10, N = 3 145.38 139.52 1. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Water-layered Halfspace c2-standard-8 CLX c3-highcpu-8 SPR 80 160 240 320 400 SE +/- 0.85, N = 3 SE +/- 0.31, N = 3 347.81 321.63 1. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
BRL-CAD BRL-CAD is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org VGR Performance Metric, More Is Better BRL-CAD 7.34 VGR Performance Metric c2-standard-8 CLX c3-highcpu-8 SPR 15K 30K 45K 60K 75K 50314 71072 1. (CXX) g++ options: -std=c++14 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -ltcl8.6 -lregex_brl -lz_brl -lnetpbm -ldl -lm -ltk8.6
Google Draco Draco is a library developed by Google for compressing/decompressing 3D geometric meshes and point clouds. This test profile uses some Artec3D PLY models as the sample 3D model input formats for Draco compression/decompression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better Google Draco 1.5.6 Model: Church Facade c2-standard-8 CLX c3-highcpu-8 SPR 2K 4K 6K 8K 10K SE +/- 16.76, N = 3 SE +/- 10.48, N = 3 11462 7573 1. (CXX) g++ options: -O3
miniBUDE MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GFInst/s, More Is Better miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 c2-standard-8 CLX c3-highcpu-8 SPR 40 80 120 160 200 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 152.80 188.65 1. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.org Billion Interactions/s, More Is Better miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 c2-standard-8 CLX c3-highcpu-8 SPR 2 4 6 8 10 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 6.112 7.546 1. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
nekRS nekRS is an open-source Navier Stokes solver based on the spectral element method. NekRS supports both CPU and GPU/accelerator support though this test profile is currently configured for CPU execution. NekRS is part of Nek5000 of the Mathematics and Computer Science MCS at Argonne National Laboratory. This nekRS benchmark is primarily relevant to large core count HPC servers and otherwise may be very time consuming. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FLOP/s, More Is Better nekRS 22.0 Input: TurboPipe Periodic c2-standard-8 CLX c3-highcpu-8 SPR 7000M 14000M 21000M 28000M 35000M SE +/- 56849518.71, N = 3 SE +/- 92013205.57, N = 3 25100766667 30667900000 1. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -lmpi_cxx -lmpi
OpenRadioss OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2022.10.13 Model: Bumper Beam c2-standard-8 CLX c3-highcpu-8 SPR 80 160 240 320 400 SE +/- 0.90, N = 3 SE +/- 0.51, N = 3 390.61 303.38
SPECFEM3D simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Tomographic Model c2-standard-8 CLX c3-highcpu-8 SPR 30 60 90 120 150 SE +/- 1.30, N = 3 SE +/- 1.65, N = 3 150.92 143.94 1. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Homogeneous Halfspace c2-standard-8 CLX c3-highcpu-8 SPR 40 80 120 160 200 SE +/- 1.87, N = 3 SE +/- 0.09, N = 3 190.79 179.55 1. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
Google Draco Draco is a library developed by Google for compressing/decompressing 3D geometric meshes and point clouds. This test profile uses some Artec3D PLY models as the sample 3D model input formats for Draco compression/decompression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better Google Draco 1.5.6 Model: Lion c2-standard-8 CLX c3-highcpu-8 SPR 1600 3200 4800 6400 8000 SE +/- 18.52, N = 3 SE +/- 80.23, N = 15 7437 6250 1. (CXX) g++ options: -O3
OpenRadioss OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2022.10.13 Model: Bird Strike on Windshield c2-standard-8 CLX c3-highcpu-8 SPR 160 320 480 640 800 SE +/- 1.51, N = 3 SE +/- 0.30, N = 3 724.80 595.14
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 too. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: ResNet-50 c2-standard-8 CLX c3-highcpu-8 SPR 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 13.33 14.20
OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: ResNet-50 c2-standard-8 CLX c3-highcpu-8 SPR 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 14.11 14.93
OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: ResNet-50 c2-standard-8 CLX c3-highcpu-8 SPR 4 8 12 16 20 SE +/- 0.18, N = 3 SE +/- 0.01, N = 3 14.79 15.69
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 0.28 Backend: BLAS c2-standard-8 CLX c3-highcpu-8 SPR 300 600 900 1200 1500 SE +/- 7.36, N = 3 SE +/- 16.59, N = 3 909 1272 1. (CXX) g++ options: -flto -pthread
OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: Eigen c2-standard-8 CLX c3-highcpu-8 SPR 300 600 900 1200 1500 SE +/- 9.00, N = 3 SE +/- 7.69, N = 3 902 1221 1. (CXX) g++ options: -flto -pthread
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 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 0.8521 1.7042 2.5563 3.4084 4.2605 SE +/- 0.0001, N = 3 SE +/- 0.0130, N = 3 2.9308 3.7873
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 150 300 450 600 750 SE +/- 0.03, N = 3 SE +/- 1.78, N = 3 682.37 528.02
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 14 28 42 56 70 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 62.51 51.89
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 31.96 38.51
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 15.92 19.17
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 30 60 90 120 150 SE +/- 0.40, N = 3 SE +/- 0.14, N = 3 125.47 104.31
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.3.2 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 14 28 42 56 70 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 59.99 64.87
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 8 16 24 32 40 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 29.18 33.11
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 15 30 45 60 75 SE +/- 0.08, N = 3 SE +/- 0.28, N = 3 68.51 60.39
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 2 4 6 8 10 SE +/- 0.0034, N = 3 SE +/- 0.0078, N = 3 6.1893 6.5372
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 70 140 210 280 350 SE +/- 0.18, N = 3 SE +/- 0.37, N = 3 323.08 305.90
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.13, N = 3 13.99 16.22
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 30 60 90 120 150 SE +/- 0.29, N = 3 SE +/- 0.95, N = 3 142.89 123.29
OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 0.8481 1.6962 2.5443 3.3924 4.2405 SE +/- 0.0038, N = 3 SE +/- 0.0239, N = 3 2.9352 3.7693
OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream c2-standard-8 CLX c3-highcpu-8 SPR 150 300 450 600 750 SE +/- 0.89, N = 3 SE +/- 3.34, N = 3 681.34 530.61
OpenCV This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.7 Test: Core c2-standard-8 CLX c3-highcpu-8 SPR 30K 60K 90K 120K 150K SE +/- 2578.21, N = 12 SE +/- 280.31, N = 3 142770 87372 1. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.7 Test: Video c2-standard-8 CLX c3-highcpu-8 SPR 7K 14K 21K 28K 35K SE +/- 50.28, N = 3 SE +/- 198.80, N = 3 11737 31654 1. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.7 Test: Graph API c2-standard-8 CLX c3-highcpu-8 SPR 50K 100K 150K 200K 250K SE +/- 1570.24, N = 3 SE +/- 931.36, N = 3 236186 219931 1. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.7 Test: Stitching c2-standard-8 CLX c3-highcpu-8 SPR 50K 100K 150K 200K 250K SE +/- 1856.06, N = 3 SE +/- 1973.06, N = 7 250833 214760 1. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.7 Test: Image Processing c2-standard-8 CLX c3-highcpu-8 SPR 30K 60K 90K 120K 150K SE +/- 1527.37, N = 4 SE +/- 1624.35, N = 12 147234 128163 1. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.7 Test: Object Detection c2-standard-8 CLX c3-highcpu-8 SPR 12K 24K 36K 48K 60K SE +/- 751.87, N = 3 SE +/- 384.74, N = 5 58056 38999 1. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
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 2023 Implementation: MPI CPU - Input: water_GMX50_bare c2-standard-8 CLX c3-highcpu-8 SPR 0.1748 0.3496 0.5244 0.6992 0.874 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.579 0.777 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 c2-standard-8 CLX c3-highcpu-8 SPR 1.0002 2.0004 3.0006 4.0008 5.001 SE +/- 0.00771, N = 3 SE +/- 0.00254, N = 3 4.44534 3.35779
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: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU c2-standard-8 CLX c3-highcpu-8 SPR 5 10 15 20 25 SE +/- 0.01518, N = 3 SE +/- 0.00340, N = 3 19.52870 1.50004 MIN: 18.98 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU c2-standard-8 CLX c3-highcpu-8 SPR 2 4 6 8 10 SE +/- 0.01190, N = 3 SE +/- 0.00535, N = 3 8.02416 5.34218 MIN: 7.86 MIN: 4.94 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU c2-standard-8 CLX c3-highcpu-8 SPR 8 16 24 32 40 SE +/- 0.00489, N = 3 SE +/- 0.00870, N = 3 34.18930 4.17707 MIN: 33.77 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU c2-standard-8 CLX c3-highcpu-8 SPR 12 24 36 48 60 SE +/- 0.00209, N = 3 SE +/- 0.00472, N = 3 52.94210 1.47145 MIN: 52.7 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU c2-standard-8 CLX c3-highcpu-8 SPR 8 16 24 32 40 SE +/- 0.01009, N = 3 SE +/- 0.01072, N = 3 35.91640 3.54944 MIN: 35.71 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU c2-standard-8 CLX c3-highcpu-8 SPR 1200 2400 3600 4800 6000 SE +/- 8.38, N = 3 SE +/- 0.86, N = 3 5767.70 4660.70 MIN: 5732.12 MIN: 4648.25 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU c2-standard-8 CLX c3-highcpu-8 SPR 600 1200 1800 2400 3000 SE +/- 0.83, N = 3 SE +/- 1.76, N = 3 2998.03 2337.31 MIN: 2977.98 MIN: 2326.77 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU c2-standard-8 CLX c3-highcpu-8 SPR 2 4 6 8 10 SE +/- 0.007542, N = 3 SE +/- 0.013114, N = 3 7.432600 0.968986 MIN: 7.25 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenFOAM OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Mesh Time c2-standard-8 CLX c3-highcpu-8 SPR 20 40 60 80 100 85.52 62.04 -ldynamicMesh -lphysicalProperties -lspecie -lfiniteVolume -lfvModels -lmeshTools -lsampling 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -lOpenFOAM -ldl -lm
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Execution Time c2-standard-8 CLX c3-highcpu-8 SPR 120 240 360 480 600 560.61 422.68 -ldynamicMesh -lphysicalProperties -lspecie -lfiniteVolume -lfvModels -lmeshTools -lsampling 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -lOpenFOAM -ldl -lm
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: input.i3d 129 Cells Per Direction c2-standard-8 CLX c3-highcpu-8 SPR 9 18 27 36 45 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 37.76 32.39 1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating c2-standard-8 CLX c3-highcpu-8 SPR 5K 10K 15K 20K 25K SE +/- 52.92, N = 3 SE +/- 183.58, N = 15 22852 20468 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.org Real C/S, More Is Better John The Ripper 2023.03.14 Test: WPA PSK c2-standard-8 CLX c3-highcpu-8 SPR 7K 14K 21K 28K 35K SE +/- 11.37, N = 3 SE +/- 27.15, N = 3 31278 28818 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.org Real C/S, More Is Better John The Ripper 2023.03.14 Test: Blowfish c2-standard-8 CLX c3-highcpu-8 SPR 1500 3000 4500 6000 7500 SE +/- 2.73, N = 3 SE +/- 2.08, N = 3 6684 6930 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.org Real C/S, More Is Better John The Ripper 2023.03.14 Test: HMAC-SHA512 c2-standard-8 CLX c3-highcpu-8 SPR 9M 18M 27M 36M 45M SE +/- 32331.62, N = 3 SE +/- 21071.31, N = 3 40197000 37509000 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.org Real C/S, More Is Better John The Ripper 2023.03.14 Test: MD5 c2-standard-8 CLX c3-highcpu-8 SPR 160K 320K 480K 640K 800K SE +/- 162.53, N = 3 SE +/- 1472.13, N = 3 683546 765713 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
Zstd Compression This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed c2-standard-8 CLX c3-highcpu-8 SPR 3 6 9 12 15 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 9.24 10.30 -llzma 1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 19 - Decompression Speed c2-standard-8 CLX c3-highcpu-8 SPR 200 400 600 800 1000 SE +/- 1.45, N = 3 SE +/- 1.50, N = 3 701.1 905.2 -llzma 1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed c2-standard-8 CLX c3-highcpu-8 SPR 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 5.86 6.50 -llzma 1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Decompression Speed c2-standard-8 CLX c3-highcpu-8 SPR 200 400 600 800 1000 SE +/- 2.02, N = 3 SE +/- 1.48, N = 3 713.8 907.2 -llzma 1. (CC) gcc options: -O3 -pthread -lz
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: BMW27 - Compute: CPU-Only c3-highcpu-8 SPR 70 140 210 280 350 SE +/- 1.13, N = 3 315.24
Blend File: BMW27 - Compute: CPU-Only
c2-standard-8 CLX: The test quit with a non-zero exit status.
OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Super Fast c2-standard-8 CLX c3-highcpu-8 SPR 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 6.03 7.48
OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast c2-standard-8 CLX c3-highcpu-8 SPR 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 7.45 9.12
OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Very Fast c2-standard-8 CLX c3-highcpu-8 SPR 8 16 24 32 40 SE +/- 0.16, N = 3 SE +/- 0.25, N = 3 26.30 32.39
OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Super Fast c2-standard-8 CLX c3-highcpu-8 SPR 8 16 24 32 40 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 27.72 34.50
OpenBenchmarking.org Frames Per Second, More Is Better uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast c2-standard-8 CLX c3-highcpu-8 SPR 10 20 30 40 50 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 34.47 42.24
Embree OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.0.1 Binary: Pathtracer ISPC - Model: Crown c2-standard-8 CLX c3-highcpu-8 SPR 1.3157 2.6314 3.9471 5.2628 6.5785 SE +/- 0.0030, N = 3 SE +/- 0.0120, N = 3 3.9340 5.8475 MIN: 3.91 / MAX: 3.99 MIN: 5.81 / MAX: 5.92
OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.0.1 Binary: Pathtracer ISPC - Model: Asian Dragon c2-standard-8 CLX c3-highcpu-8 SPR 2 4 6 8 10 SE +/- 0.0119, N = 3 SE +/- 0.0079, N = 3 5.1542 7.3642 MIN: 5.12 / MAX: 5.22 MIN: 7.33 / MAX: 7.44
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 c2-standard-8 CLX c3-highcpu-8 SPR 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 70 98 MIN: 8 / MAX: 1119 MIN: 11 / MAX: 1579
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer c2-standard-8 CLX c3-highcpu-8 SPR 7K 14K 21K 28K 35K SE +/- 32.33, N = 3 SE +/- 4.91, N = 3 30911 20952 1. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer c2-standard-8 CLX c3-highcpu-8 SPR 8K 16K 24K 32K 40K SE +/- 39.94, N = 3 SE +/- 364.36, N = 3 37892 25819 1. (CXX) g++ options: -O3 -lm -ldl
nginx This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 100 c2-standard-8 CLX c3-highcpu-8 SPR 8K 16K 24K 32K 40K SE +/- 33.32, N = 3 SE +/- 23.95, N = 3 25148.28 36310.35 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 200 c2-standard-8 CLX c3-highcpu-8 SPR 8K 16K 24K 32K 40K SE +/- 37.62, N = 3 SE +/- 83.52, N = 3 24695.91 35602.10 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 500 c2-standard-8 CLX c3-highcpu-8 SPR 7K 14K 21K 28K 35K SE +/- 17.44, N = 3 SE +/- 321.85, N = 3 21957.17 34672.65 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 1000 c2-standard-8 CLX c3-highcpu-8 SPR 7K 14K 21K 28K 35K SE +/- 84.22, N = 3 SE +/- 22.42, N = 3 21446.27 32118.58 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.23.2 Connections: 4000 c2-standard-8 CLX c3-highcpu-8 SPR 7K 14K 21K 28K 35K SE +/- 11.52, N = 3 SE +/- 27.93, N = 3 21594.94 32814.75 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenSSL OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: SHA256 c2-standard-8 CLX c3-highcpu-8 SPR 900M 1800M 2700M 3600M 4500M SE +/- 28303.98, N = 3 SE +/- 2722265.85, N = 3 1318193530 4283873987 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: SHA512 c2-standard-8 CLX c3-highcpu-8 SPR 300M 600M 900M 1200M 1500M SE +/- 2965153.70, N = 3 SE +/- 1152941.98, N = 3 1465815227 1568572920 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org sign/s, More Is Better OpenSSL 3.1 Algorithm: RSA4096 c2-standard-8 CLX c3-highcpu-8 SPR 400 800 1200 1600 2000 SE +/- 2.05, N = 3 SE +/- 1.17, N = 3 1156.6 2062.7 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org verify/s, More Is Better OpenSSL 3.1 Algorithm: RSA4096 c2-standard-8 CLX c3-highcpu-8 SPR 16K 32K 48K 64K 80K SE +/- 47.93, N = 3 SE +/- 8.53, N = 3 76402.3 67857.7 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: ChaCha20 c2-standard-8 CLX c3-highcpu-8 SPR 5000M 10000M 15000M 20000M 25000M SE +/- 1497684.67, N = 3 SE +/- 35781789.46, N = 3 21346811813 22091557637 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: AES-128-GCM c2-standard-8 CLX c3-highcpu-8 SPR 12000M 24000M 36000M 48000M 60000M SE +/- 6165180.91, N = 3 SE +/- 33921495.47, N = 3 23237312603 57594077823 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: AES-256-GCM c2-standard-8 CLX c3-highcpu-8 SPR 10000M 20000M 30000M 40000M 50000M SE +/- 3855504.36, N = 3 SE +/- 48074910.93, N = 3 16945000630 48008361573 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.1 Algorithm: ChaCha20-Poly1305 c2-standard-8 CLX c3-highcpu-8 SPR 3000M 6000M 9000M 12000M 15000M SE +/- 1592104.52, N = 3 SE +/- 21990039.72, N = 3 10919151843 15970781140 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
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 c2-standard-8 CLX c3-highcpu-8 SPR 120 240 360 480 600 SE +/- 1.90, N = 3 SE +/- 5.62, N = 15 534.9 458.8
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 128 c2-standard-8 CLX c3-highcpu-8 SPR 4K 8K 12K 16K 20K SE +/- 68.65, N = 3 SE +/- 40.86, N = 3 13684.5 19321.6
OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 128 c2-standard-8 CLX c3-highcpu-8 SPR 5K 10K 15K 20K 25K SE +/- 79.71, N = 3 SE +/- 127.78, N = 3 16184.2 24960.1
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 1.6.18 Set To Get Ratio: 1:10 c2-standard-8 CLX c3-highcpu-8 SPR 200K 400K 600K 800K 1000K SE +/- 2213.84, N = 3 SE +/- 3280.78, N = 3 715723.53 1044947.13 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.org Ops/sec, More Is Better Memcached 1.6.18 Set To Get Ratio: 1:100 c2-standard-8 CLX c3-highcpu-8 SPR 200K 400K 600K 800K 1000K SE +/- 3476.80, N = 3 SE +/- 11157.73, N = 3 702291.93 1030937.28 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
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: 800 - Mode: Read Only c2-standard-8 CLX c3-highcpu-8 SPR 70K 140K 210K 280K 350K SE +/- 822.93, N = 3 SE +/- 3369.27, N = 3 173317 311942 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: 800 - Mode: Read Only - Average Latency c2-standard-8 CLX c3-highcpu-8 SPR 1.0386 2.0772 3.1158 4.1544 5.193 SE +/- 0.022, N = 3 SE +/- 0.028, N = 3 4.616 2.565 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: 1000 - Mode: Read Only c2-standard-8 CLX c3-highcpu-8 SPR 60K 120K 180K 240K 300K SE +/- 1014.66, N = 3 SE +/- 2414.33, N = 3 169643 293725 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: 1000 - Mode: Read Only - Average Latency c2-standard-8 CLX c3-highcpu-8 SPR 1.3264 2.6528 3.9792 5.3056 6.632 SE +/- 0.035, N = 3 SE +/- 0.028, N = 3 5.895 3.405 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org Queries Per Second, More Is Better MariaDB 11.0.1 Clients: 4096 c2-standard-8 CLX c3-highcpu-8 SPR 70 140 210 280 350 SE +/- 2.55, N = 3 SE +/- 2.62, N = 3 237 317 1. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lcrypt -lz -lm -lssl -lcrypto -lpthread -ldl
VVenC OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.7 Video Input: Bosphorus 4K - Video Preset: Fast c3-highcpu-8 SPR 0.3501 0.7002 1.0503 1.4004 1.7505 SE +/- 0.005, N = 3 1.556 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.7 Video Input: Bosphorus 4K - Video Preset: Faster c3-highcpu-8 SPR 0.7929 1.5858 2.3787 3.1716 3.9645 SE +/- 0.000, N = 3 3.524 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.7 Video Input: Bosphorus 1080p - Video Preset: Fast c3-highcpu-8 SPR 1.1936 2.3872 3.5808 4.7744 5.968 SE +/- 0.018, N = 3 5.305 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.7 Video Input: Bosphorus 1080p - Video Preset: Faster c3-highcpu-8 SPR 3 6 9 12 15 SE +/- 0.01, N = 3 12.92 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
c3-highcpu-8 SPR Processor: Intel Xeon Platinum 8481C (4 Cores / 8 Threads), Motherboard: Google Compute Engine c3-highcpu-8, Chipset: Intel 440FX 82441FX PMC, Memory: 16GB, Disk: 322GB nvme_card-pd, Network: Google Compute Engine Virtual
OS: Ubuntu 22.10, Kernel: 5.19.0-1015-gcp (x86_64), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, System Layer: KVM
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: CPU Microcode: 0xffffffffPython 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 21 March 2023 03:08 by user michael_larabel.
c2-standard-8 CLX Processor: Intel Xeon (4 Cores / 8 Threads), Motherboard: Google Compute Engine c2-standard-8, Chipset: Intel 440FX 82441FX PMC, Memory: 32GB, Disk: 322GB PersistentDisk, Network: Red Hat Virtio device
OS: Ubuntu 22.10, Kernel: 5.19.0-1015-gcp (x86_64), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, System Layer: KVM
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: CPU Microcode: 0xffffffffPython Notes: Python 3.10.7Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + retbleed: Mitigation of Enhanced IBRS + 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT Host state unknown
Testing initiated at 21 March 2023 19:46 by user michael_larabel.