New Tests 2 x Intel Xeon Platinum 8380 testing with a Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) and ASPEED on Ubuntu 22.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2209031-NE-2209025NE82&grs&rdt .
New Tests Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Desktop Display Server Compiler File-System Screen Resolution Vulkan CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads) Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) Intel Device 0998 512GB 7682GB INTEL SSDPF2KX076TZ ASPEED VE228 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP CentOS Stream 9 5.14.0-148.el9.x86_64 (x86_64) GNOME Shell 40.10 X Server GCC 11.3.1 20220421 xfs 1920x1080 Clear Linux OS 36990 5.19.6-1185.native (x86_64) GNOME Shell 42.4 X Server 1.21.1.3 GCC 12.2.1 20220831 releases/gcc-12.2.0-35-g63997f2223 + Clang 14.0.6 + LLVM 14.0.6 ext4 Ubuntu 22.04 5.15.0-47-generic (x86_64) GNOME Shell 42.2 1.2.204 GCC 11.2.0 OpenBenchmarking.org Kernel Details - CentOS Stream 9: Transparent Huge Pages: always - Clear Linux 36990: Transparent Huge Pages: always - Ubuntu 20.04.1 LTS: Transparent Huge Pages: madvise Compiler Details - CentOS Stream 9: --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-isl - Clear Linux 36990: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-gnu-indirect-function --enable-host-shared --enable-languages=c,c++,fortran,go,jit --enable-ld=default --enable-libstdcxx-pch --enable-linux-futex --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.35 --with-gnu-ld --with-isl --with-pic --with-ppl=yes --with-tune=skylake-avx512 --with-zstd - Ubuntu 20.04.1 LTS: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Disk Details - CentOS Stream 9: NONE / attr2,inode64,logbsize=32k,logbufs=8,noquota,relatime,rw,seclabel / Block Size: 4096 - Clear Linux 36990: MQ-DEADLINE / relatime,rw,stripe=256 / Block Size: 4096 - Ubuntu 20.04.1 LTS: NONE / errors=remount-ro,relatime,rw / Block Size: 4096 Processor Details - CentOS Stream 9: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000363 - Clear Linux 36990: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0xd000375 - Ubuntu 20.04.1 LTS: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000363 Java Details - CentOS Stream 9: OpenJDK Runtime Environment (Red_Hat-11.0.16.0.8-2.el9) (build 11.0.16+8-LTS) - Clear Linux 36990: OpenJDK Runtime Environment (build 18.0.1-internal+0-adhoc.mockbuild.corretto-18-18.0.1.10.1) - Ubuntu 20.04.1 LTS: OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04) Python Details - CentOS Stream 9: Python 3.9.13 - Clear Linux 36990: Python 3.10.6 - Ubuntu 20.04.1 LTS: Python 3.10.4 Security Details - CentOS Stream 9: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + 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 + srbds: Not affected + tsx_async_abort: Not affected - Clear Linux 36990: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + 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 - Ubuntu 20.04.1 LTS: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected Environment Details - Clear Linux 36990: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop -fvisibility-inlines-hidden -Wl,--enable-new-dtags" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""
New Tests compress-zstd: 3, Long Mode - Compression Speed stress-ng: NUMA compress-zstd: 8, Long Mode - Compression Speed pgbench: 100 - 500 - Read Write - Average Latency pgbench: 100 - 500 - Read Write spark: 40000000 - 500 - SHA-512 Benchmark Time dacapobench: H2 pgbench: 100 - 250 - Read Write pgbench: 100 - 250 - Read Write - Average Latency blosc: blosclz shuffle blosc: blosclz bitshuffle dragonflydb: 50 - 1:5 dragonflydb: 50 - 1:1 dragonflydb: 50 - 5:1 natron: Spaceship stress-ng: Context Switching renaissance: Savina Reactors.IO onnx: super-resolution-10 - CPU - Parallel x264: Bosphorus 4K renaissance: Apache Spark Bayes renaissance: Rand Forest renaissance: ALS Movie Lens stress-ng: Semaphores svt-av1: Preset 12 - Bosphorus 4K openvino: Person Detection FP16 - CPU openvino: Person Detection FP32 - CPU vpxenc: Speed 0 - Bosphorus 4K openvino: Face Detection FP16 - CPU openvino: Vehicle Detection FP16 - CPU build-llvm: Ninja svt-av1: Preset 10 - Bosphorus 4K openvino: Vehicle Detection FP16-INT8 - CPU openvino: Face Detection FP16-INT8 - CPU graphics-magick: Noise-Gaussian svt-av1: Preset 8 - Bosphorus 4K openvino: Machine Translation EN To DE FP16 - CPU avifenc: 6 svt-av1: Preset 4 - Bosphorus 4K clickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cache clickhouse: 100M Rows Web Analytics Dataset, Second Run avifenc: 6, Lossless clickhouse: 100M Rows Web Analytics Dataset, Third Run avifenc: 10, Lossless svt-hevc: 10 - Bosphorus 4K svt-hevc: 7 - Bosphorus 4K ospray: particle_volume/pathtracer/real_time redis: GET - 50 svt-vp9: Visual Quality Optimized - Bosphorus 4K svt-vp9: PSNR/SSIM Optimized - Bosphorus 4K svt-vp9: VMAF Optimized - Bosphorus 4K compress-7zip: Compression Rating graphics-magick: Rotate graphics-magick: Sharpen graphics-magick: Swirl compress-zstd: 8 - Compression Speed tnn: CPU - DenseNet node-web-tooling: stress-ng: IO_uring compress-zstd: 19, Long Mode - Compression Speed compress-zstd: 3 - Compression Speed compress-zstd: 19 - Compression Speed stress-ng: Memory Copying webp: Quality 100, Lossless stress-ng: Glibc C String Functions redis: GET - 1000 onnx: ArcFace ResNet-100 - CPU - Parallel unpack-linux: linux-5.19.tar.xz stress-ng: Malloc build-gdb: Time To Compile stress-ng: MMAP apache: 1000 avifenc: 2 mnn: MobileNetV2_224 stress-ng: Matrix Math spark: 40000000 - 500 - Calculate Pi Benchmark stress-ng: Crypto astcenc: Medium redis: SET - 50 onnx: bertsquad-12 - CPU - Standard webp: Quality 100, Lossless, Highest Compression openvino: Age Gender Recognition Retail 0013 FP16 - CPU avifenc: 0 astcenc: Thorough onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onnx: ArcFace ResNet-100 - CPU - Standard compress-zstd: 3 - Decompression Speed stress-ng: SENDFILE webp: Quality 100, Highest Compression astcenc: Exhaustive graphics-magick: Enhanced compress-zstd: 3, Long Mode - Decompression Speed stress-ng: MEMFD compress-zstd: 8 - Decompression Speed compress-zstd: 8, Long Mode - Decompression Speed openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU ospray: gravity_spheres_volume/dim_512/ao/real_time nginx: 1000 build-linux-kernel: defconfig openvino: Machine Translation EN To DE FP16 - CPU ospray: gravity_spheres_volume/dim_512/scivis/real_time mnn: mobilenetV3 openvino: Person Detection FP16 - CPU gromacs: MPI CPU - water_GMX50_bare stress-ng: Forking simdjson: PartialTweets openvino: Person Detection FP32 - CPU tnn: CPU - SqueezeNet v2 blender: Fishy Cat - CPU-Only stress-ng: Vector Math astcenc: Fast stress-ng: Glibc Qsort Data Sorting ospray-studio: 2 - 4K - 16 - Path Tracer onnx: bertsquad-12 - CPU - Parallel simdjson: LargeRand blender: BMW27 - CPU-Only ospray-studio: 3 - 4K - 16 - Path Tracer ospray-studio: 2 - 4K - 32 - Path Tracer ospray-studio: 1 - 4K - 16 - Path Tracer simdjson: Kostya renaissance: In-Memory Database Shootout compress-zstd: 19, Long Mode - Decompression Speed blender: Barbershop - CPU-Only ospray-studio: 1 - 4K - 32 - Path Tracer stress-ng: CPU Stress onnx: fcn-resnet101-11 - CPU - Parallel ospray-studio: 3 - 4K - 32 - Path Tracer compress-7zip: Decompression Rating openvino: Face Detection FP16 - CPU blender: Pabellon Barcelona - CPU-Only compress-zstd: 19 - Decompression Speed blender: Classroom - CPU-Only tnn: CPU - SqueezeNet v1.1 onednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU mnn: inception-v3 onnx: yolov4 - CPU - Parallel simdjson: TopTweet openvino: Vehicle Detection FP16 - CPU openvino: Face Detection FP16-INT8 - CPU ospray: particle_volume/ao/real_time ospray: particle_volume/scivis/real_time stress-ng: CPU Cache openvino: Weld Porosity Detection FP16 - CPU openvino: Vehicle Detection FP16-INT8 - CPU hpcg: onednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPU simdjson: DistinctUserID ospray: gravity_spheres_volume/dim_512/pathtracer/real_time mnn: resnet-v2-50 openvino: Weld Porosity Detection FP16 - CPU openssl: onednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPU onnx: GPT-2 - CPU - Parallel lammps: 20k Atoms openssl: openvino: Age Gender Recognition Retail 0013 FP16 - CPU keydb: influxdb: 4 - 10000 - 2,5000,1 - 10000 stress-ng: x86_64 RdRand namd: ATPase Simulation - 327,506 Atoms spark: 40000000 - 500 - Broadcast Inner Join Test Time spark: 40000000 - 500 - Inner Join Test Time spark: 40000000 - 500 - Repartition Test Time spark: 40000000 - 500 - Group By Test Time onnx: super-resolution-10 - CPU - Standard onnx: fcn-resnet101-11 - CPU - Standard onnx: yolov4 - CPU - Standard onnx: GPT-2 - CPU - Standard openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU tnn: CPU - MobileNet v2 mnn: mobilenet-v1-1.0 mnn: SqueezeNetV1.0 mnn: squeezenetv1.1 mnn: nasnet stress-ng: System V Message Passing stress-ng: Socket Activity stress-ng: Atomic stress-ng: Futex memtier-benchmark: Redis - 50 - 1:10 memtier-benchmark: Redis - 50 - 5:1 pgbench: 100 - 500 - Read Only - Average Latency pgbench: 100 - 500 - Read Only pgbench: 100 - 250 - Read Only - Average Latency pgbench: 100 - 250 - Read Only tensorflow-lite: Inception ResNet V2 tensorflow-lite: Mobilenet Quant tensorflow-lite: Mobilenet Float tensorflow-lite: NASNet Mobile tensorflow-lite: Inception V4 tensorflow-lite: SqueezeNet redis: SET - 1000 redis: SET - 500 redis: GET - 500 spark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframe onednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU onednn: IP Shapes 3D - bf16bf16bf16 - CPU onednn: IP Shapes 1D - bf16bf16bf16 - CPU stockfish: Total Time graphics-magick: HWB Color Space graphics-magick: Resizing node-express-loadtest: renaissance: Finagle HTTP Requests dacapobench: Jython webp: Quality 100 webp: Default lammps: Rhodopsin Protein CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 281.0 10.37 307.5 26.724 18710 88.83 9847 20745 12.051 4916.7 3704.1 1.9 6233126.45 21219.4 3259 34.57 1075.3 1455.2 17123.9 7186364.51 92.832 1424.57 1451.62 3.04 819.63 18.67 135.019 65.620 4.52 239.86 738 38.675 85.47 6.056 1.327 231.48 244.38 9.260 243.95 6.605 113.23 86.67 100.6696 2284227.2 99.27 115.50 112.93 467866 1030 641 2340 1244.0 3955.046 10.55 43.4 7026.1 86.6 12812.45 21.115 9473078.17 2406986.65 1693 9.194 306750258.84 95.415 3747.58 131349.60 48.710 2.663 286293.40 36.21 83808.91 316.3743 2189377.08 1093 41.208 1.36 84.316 46.3848 697.282 1881 3022.9 1271967.05 8.802 4.5054 1153 3208.0 4098.84 3017.5 3201.0 9657.99 8.27 22.4174 200945.49 29.670 233.33 22.0215 1.753 13.92 8.996 63484.45 4.85 13.67 75.880 33.37 322923.09 799.1120 934.26 20261 799 0.96 25.04 23967 40852 20152 2.91 17787.2 2635.7 257.15 40580 135517.46 236 48319 371131 24.29 82.89 2571.3 64.82 366.493 3.81155 20.091 630 5.62 1071.70 83.26 24.3527 24.2951 16.26 32.00 4414.94 40.2812 2.15938 5.77 25.5852 8.663 2478.96 16866.1 3.68404 5269 35.123 1112427.2 47224.77 666008.7 667284.36 0.28138 12260 443 694 11045 1.50 42731.93 13.60 1478.64 378.879 2.090 3.956 2.356 12.097 7093379.73 2460.37 187775.77 1088788.92 1398073.70 1339297.91 0.270 1855656 0.150 1669388 47297.8 9540.86 4240.41 68713.0 73896.5 16614.41 1847194.12 1931278.62 2018201.09 2.79 37.95778 447.616 2.38563 5.40603 179473129 1138 2748 4910 8693.9 5600 3.044 2.163 30.870 969.1 5.21 995.9 5.828 85792 20.21 2453 87357 2.862 17905.8 12603.1 4236085.83 4003419.31 3826220.78 5.0 14924848.44 8256.6 8024 82.43 479.0 668.3 8225.4 15903941.88 195.934 6.15 267.387 132.871 994 73.188 3.463 2.351 386.79 400.44 6.174 400.32 4.690 192.06 147.63 161.930 3512867.33 148.91 163.87 153.77 473026 1029 869 2558 1621.3 3620.857 13.56 10692920.63 48.8 6807.8 91.5 11244.94 18.186 9658490.04 2722264.50 1978 7.853 342573199.69 3336.53 118161.83 42.625 2.912 328235.14 33.05 95806.71 359.8980 2346688.3 992 38.303 78.591 50.4720 728.040 2077 2985.2 1161464.61 8.046 4.8916 1192 3783.49 3007.5 3163.1 22.5168 215488.10 22.2247 1.862 9.525 61843.01 5.02 72.128 32.43 309299.86 837.1477 893.84 20404 828 0.98 24.25 24102 40932 20180 2.94 2613.2 253.27 40503 140290.21 241 48506 364209 81.97 2522.5 64.23 358.153 3.80080 20.448 640 5.74 24.5903 24.7159 16.40 40.8610 2.12637 5.71 25.6467 8.563 17031.1 3.64846 5259 35.046 1119831.8 485587.54 669368.18 0.28053 15.17 15.59 13.07 34.45 10151 521 636 10211 348.815 2.179 4.244 2.529 12.813 8684030.90 36452.69 145035.86 1140633.72 1994991.48 1760873.07 0.275 1831665 0.132 1913115 49331.9 8576.95 3701.27 68566.7 42370.3 6244.19 2078925.13 2083152.81 2765192.67 2.04 12.2723 487.116 2.30251 4.64086 186079628 1737 2851 9808 5950.5 3683 2.656 1.662 35.995 102.4 42.05 127.9 16.881 29620 90.14 10681 34151 7.321 4279.5 3193.0 1315146.42 1243856.63 1209586.38 1.6 5371747.81 21545.7 3133 32.41 1132.3 1531.5 18654.1 7249112.24 92.732 2990.50 3027.38 2.95 1684.39 38.04 131.698 65.837 8.89 469.36 513 38.331 160.42 6.406 1.292 214.26 223.34 11.036 225.18 8.101 111.55 87.77 98.6554 2588694.17 101.72 115.32 111.61 345725 759 641 1916 1638.3 4704.042 10.66 8404895.30 38.5 5669.9 74.0 13427.14 21.601 8173725.03 2309354.8 1682 8.888 292765838.99 81.629 3888.56 137078.35 49.353 3.077 307592.99 31.65 86462.28 315.0978 2076700.08 977 42.606 1.51 87.167 45.6321 770.261 1899 2755.9 1177667.63 8.675 4.4840 1094 2945.9 3881.85 2788.9 2962.4 8939.74 8.93 20.9882 210852.37 27.809 248.70 20.8965 1.864 13.14 9.115 65455.72 4.75 12.98 74.709 34.07 324720.78 809.1666 918.76 21165 834 0.94 25.23 24929 42476 20947 2.83 18477.3 2540.7 262.65 41973 135774.41 233 49953 359058 23.52 84.44 2498.1 65.82 365.917 3.88793 20.540 644 5.69 1049.56 84.99 24.8525 24.7263 16.13 32.53 4487.45 40.2047 2.13563 5.79 25.2944 8.602 2453.45 16884.7 3.66112 5305 34.820 1115888.0 47005.85 487637.29 668433.3 666992.32 0.28101 11619 483 671 10856 0.99 66238.83 18.31 2178.70 463.981 2.178 4.258 2.590 12.921 4420124.12 45595.60 183431.66 942679.72 1755483.28 1457157.14 0.285 1760440 0.157 1593950 54111.0 10747.97 3340.60 80034.0 36132.7 5617.26 1851066.21 1835435.10 2174436.56 2.97 41.8912 497.809 2.44691 5.80053 174792587 636 417 6210 8478.8 4819 2.931 1.975 26.749 OpenBenchmarking.org
Zstd Compression Compression Level: 3, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3, Long Mode - Compression Speed Clear Linux 36990 CentOS Stream 9 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 11.51, N = 4 SE +/- 4.03, N = 3 SE +/- 0.10, N = 3 965.3 281.0 102.4 1. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Stress-NG Test: NUMA OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: NUMA CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 10 20 30 40 50 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.12, N = 3 10.37 5.21 42.05 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Zstd Compression Compression Level: 8, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Compression Speed Clear Linux 36990 CentOS Stream 9 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 3.89, N = 3 SE +/- 0.78, N = 3 SE +/- 0.15, N = 3 993.1 307.5 127.9 1. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
PostgreSQL pgbench Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 6 12 18 24 30 SE +/- 0.047, N = 3 SE +/- 0.008, N = 3 SE +/- 0.005, N = 3 26.724 5.828 16.881 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 500 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 20K 40K 60K 80K 100K SE +/- 32.56, N = 3 SE +/- 119.89, N = 3 SE +/- 8.12, N = 3 18710 85792 29620 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
Apache Spark Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time Ubuntu 20.04.1 LTS CentOS Stream 9 Clear Linux 36990 20 40 60 80 100 SE +/- 0.80, N = 9 SE +/- 0.53, N = 3 SE +/- 0.19, N = 15 89.34 88.83 20.21
DaCapo Benchmark Java Test: H2 OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: H2 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2K 4K 6K 8K 10K SE +/- 54.95, N = 4 SE +/- 29.40, N = 4 SE +/- 97.08, N = 4 9847 2453 10681
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 20K 40K 60K 80K 100K SE +/- 21.44, N = 3 SE +/- 149.93, N = 3 SE +/- 96.97, N = 3 20745 87357 34151 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3 6 9 12 15 SE +/- 0.012, N = 3 SE +/- 0.005, N = 3 SE +/- 0.021, N = 3 12.051 2.862 7.321 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
C-Blosc Test: blosclz shuffle OpenBenchmarking.org MB/s, More Is Better C-Blosc 2.3 Test: blosclz shuffle CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 4K 8K 12K 16K 20K SE +/- 23.45, N = 3 SE +/- 153.72, N = 15 SE +/- 18.38, N = 3 4916.7 17905.8 4279.5 1. (CC) gcc options: -std=gnu99 -O3 -lrt -lm
C-Blosc Test: blosclz bitshuffle OpenBenchmarking.org MB/s, More Is Better C-Blosc 2.3 Test: blosclz bitshuffle CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3K 6K 9K 12K 15K SE +/- 6.11, N = 3 SE +/- 20.65, N = 3 SE +/- 7.59, N = 3 3704.1 12603.1 3193.0 1. (CC) gcc options: -std=gnu99 -O3 -lrt -lm
Dragonflydb Clients: 50 - Set To Get Ratio: 1:5 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 1:5 Clear Linux 36990 Ubuntu 20.04.1 LTS 900K 1800K 2700K 3600K 4500K SE +/- 12346.26, N = 3 SE +/- 4729.77, N = 3 4236085.83 1315146.42 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Dragonflydb Clients: 50 - Set To Get Ratio: 1:1 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 1:1 Clear Linux 36990 Ubuntu 20.04.1 LTS 900K 1800K 2700K 3600K 4500K SE +/- 10042.07, N = 3 SE +/- 595.66, N = 3 4003419.31 1243856.63 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Dragonflydb Clients: 50 - Set To Get Ratio: 5:1 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 5:1 Clear Linux 36990 Ubuntu 20.04.1 LTS 800K 1600K 2400K 3200K 4000K SE +/- 16274.57, N = 3 SE +/- 3107.17, N = 3 3826220.78 1209586.38 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Natron Input: Spaceship OpenBenchmarking.org FPS, More Is Better Natron 2.4.3 Input: Spaceship CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1.125 2.25 3.375 4.5 5.625 SE +/- 0.01, N = 15 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 1.9 5.0 1.6
Stress-NG Test: Context Switching OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Context Switching CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3M 6M 9M 12M 15M SE +/- 78706.86, N = 3 SE +/- 96811.45, N = 15 SE +/- 37051.92, N = 3 6233126.45 14924848.44 5371747.81 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Renaissance Test: Savina Reactors.IO OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Savina Reactors.IO CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 5K 10K 15K 20K 25K SE +/- 296.93, N = 3 SE +/- 56.26, N = 15 SE +/- 209.69, N = 6 21219.4 8256.6 21545.7 MIN: 20627.9 / MAX: 32602.9 MIN: 7799.33 / MAX: 12715.24 MIN: 20986.56 / MAX: 35348.39
ONNX Runtime Model: super-resolution-10 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: super-resolution-10 - Device: CPU - Executor: Parallel CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2K 4K 6K 8K 10K SE +/- 4.91, N = 3 SE +/- 8.23, N = 3 SE +/- 10.50, N = 3 3259 8024 3133 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
x264 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x264 2022-02-22 Video Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 20 40 60 80 100 SE +/- 0.49, N = 15 SE +/- 1.11, N = 3 SE +/- 0.35, N = 3 34.57 82.43 32.41 -lavformat -lavcodec -lavutil -lswscale 1. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -flto
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark Bayes CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 11.23, N = 3 SE +/- 1.10, N = 3 SE +/- 14.06, N = 15 1075.3 479.0 1132.3 MIN: 628.33 / MAX: 1551.11 MIN: 329.34 / MAX: 719.74 MIN: 559.12 / MAX: 2166.29
Renaissance Test: Random Forest OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Random Forest CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 300 600 900 1200 1500 SE +/- 6.85, N = 3 SE +/- 6.83, N = 3 SE +/- 17.25, N = 3 1455.2 668.3 1531.5 MIN: 1315.52 / MAX: 1806.24 MIN: 620.85 / MAX: 782.18 MIN: 1322.46 / MAX: 1932.51
Renaissance Test: ALS Movie Lens OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: ALS Movie Lens CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 4K 8K 12K 16K 20K SE +/- 73.46, N = 3 SE +/- 28.18, N = 3 SE +/- 88.50, N = 3 17123.9 8225.4 18654.1 MIN: 16240.16 / MAX: 19195.87 MIN: 8194.03 / MAX: 9046.37 MIN: 18482.22 / MAX: 21069.29
Stress-NG Test: Semaphores OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Semaphores CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3M 6M 9M 12M 15M SE +/- 27158.37, N = 3 SE +/- 5152.27, N = 3 SE +/- 17371.47, N = 3 7186364.51 15903941.88 7249112.24 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 12 - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 40 80 120 160 200 SE +/- 0.83, N = 3 SE +/- 1.35, N = 3 SE +/- 0.91, N = 3 92.83 195.93 92.73 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Person Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 600 1200 1800 2400 3000 SE +/- 0.41, N = 3 SE +/- 2.57, N = 3 1424.57 2990.50 MIN: 1046.08 / MAX: 1657.29 MIN: 1585.88 / MAX: 4320.22 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Person Detection FP32 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 600 1200 1800 2400 3000 SE +/- 1.03, N = 3 SE +/- 8.96, N = 3 1451.62 3027.38 MIN: 1039.96 / MAX: 1708.95 MIN: 1576.6 / MAX: 4000.36 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
VP9 libvpx Encoding Speed: Speed 0 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.10.0 Speed: Speed 0 - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 3.04 6.15 2.95 -U_FORTIFY_SOURCE -pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -U_FORTIFY_SOURCE 1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Face Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 400 800 1200 1600 2000 SE +/- 0.67, N = 3 SE +/- 4.60, N = 3 819.63 1684.39 MIN: 519.3 / MAX: 967.18 MIN: 1122.36 / MAX: 2167.69 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 9 18 27 36 45 SE +/- 0.29, N = 12 SE +/- 0.02, N = 3 18.67 38.04 MIN: 11.54 / MAX: 79.43 MIN: 17.97 / MAX: 246.5 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
Timed LLVM Compilation Build System: Ninja OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 13.0 Build System: Ninja CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 60 120 180 240 300 SE +/- 0.23, N = 3 SE +/- 0.26, N = 3 SE +/- 0.42, N = 3 135.02 267.39 131.70
SVT-AV1 Encoder Mode: Preset 10 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 10 - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 30 60 90 120 150 SE +/- 0.26, N = 3 SE +/- 0.37, N = 3 SE +/- 0.44, N = 3 65.62 132.87 65.84 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 4.52 8.89 MIN: 4.11 / MAX: 44.74 MIN: 5.1 / MAX: 89.93 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Face Detection FP16-INT8 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 100 200 300 400 500 SE +/- 0.22, N = 3 SE +/- 0.72, N = 3 239.86 469.36 MIN: 178.86 / MAX: 348.97 MIN: 244.15 / MAX: 801.61 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
GraphicsMagick Operation: Noise-Gaussian OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Noise-Gaussian CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 0.88, N = 3 SE +/- 3.93, N = 3 SE +/- 7.66, N = 12 738 994 513 -O2 -lbz2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml2 -O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma 1. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 8 - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 16 32 48 64 80 SE +/- 0.30, N = 3 SE +/- 0.40, N = 3 SE +/- 0.09, N = 3 38.68 73.19 38.33 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 40 80 120 160 200 SE +/- 0.18, N = 3 SE +/- 1.44, N = 3 85.47 160.42 MIN: 76.11 / MAX: 195.12 MIN: 57.35 / MAX: 1709 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
libavif avifenc Encoder Speed: 6 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 6 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2 4 6 8 10 SE +/- 0.037, N = 3 SE +/- 0.026, N = 3 SE +/- 0.082, N = 15 6.056 3.463 6.406 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -fPIC -lm
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.2 Encoder Mode: Preset 4 - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.529 1.058 1.587 2.116 2.645 SE +/- 0.001, N = 3 SE +/- 0.003, N = 3 SE +/- 0.008, N = 3 1.327 2.351 1.292 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
ClickHouse 100M Rows Web Analytics Dataset, First Run / Cold Cache OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.5.4.19 100M Rows Web Analytics Dataset, First Run / Cold Cache CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 80 160 240 320 400 SE +/- 2.21, N = 15 SE +/- 5.14, N = 12 SE +/- 2.32, N = 3 231.48 386.79 214.26 MIN: 41.47 / MAX: 5454.55 MIN: 51.15 / MAX: 20000 MIN: 36.76 / MAX: 2727.27 1. ClickHouse server version 22.5.4.19 (official build).
ClickHouse 100M Rows Web Analytics Dataset, Second Run OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.5.4.19 100M Rows Web Analytics Dataset, Second Run CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 90 180 270 360 450 SE +/- 1.48, N = 15 SE +/- 5.40, N = 12 SE +/- 5.12, N = 3 244.38 400.44 223.34 MIN: 44.09 / MAX: 5454.55 MIN: 53.29 / MAX: 20000 MIN: 43.48 / MAX: 5454.55 1. ClickHouse server version 22.5.4.19 (official build).
libavif avifenc Encoder Speed: 6, Lossless OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 6, Lossless CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3 6 9 12 15 SE +/- 0.070, N = 15 SE +/- 0.021, N = 3 SE +/- 0.108, N = 15 9.260 6.174 11.036 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -fPIC -lm
ClickHouse 100M Rows Web Analytics Dataset, Third Run OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.5.4.19 100M Rows Web Analytics Dataset, Third Run CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 90 180 270 360 450 SE +/- 1.95, N = 15 SE +/- 5.35, N = 12 SE +/- 2.99, N = 3 243.95 400.32 225.18 MIN: 42.11 / MAX: 6000 MIN: 54.25 / MAX: 20000 MIN: 37.43 / MAX: 5454.55 1. ClickHouse server version 22.5.4.19 (official build).
libavif avifenc Encoder Speed: 10, Lossless OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 10, Lossless CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2 4 6 8 10 SE +/- 0.073, N = 15 SE +/- 0.012, N = 3 SE +/- 0.096, N = 15 6.605 4.690 8.101 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -fPIC -lm
SVT-HEVC Tuning: 10 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 40 80 120 160 200 SE +/- 1.63, N = 3 SE +/- 2.32, N = 4 SE +/- 0.82, N = 15 113.23 192.06 111.55 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 7 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 30 60 90 120 150 SE +/- 1.08, N = 4 SE +/- 0.82, N = 3 SE +/- 1.10, N = 3 86.67 147.63 87.77 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OSPRay Benchmark: particle_volume/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/pathtracer/real_time CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 40 80 120 160 200 SE +/- 0.72, N = 3 SE +/- 0.68, N = 3 SE +/- 0.28, N = 3 100.67 161.93 98.66
Redis Test: GET - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: GET - Parallel Connections: 50 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 800K 1600K 2400K 3200K 4000K SE +/- 2019.92, N = 3 SE +/- 3266.10, N = 3 SE +/- 34045.62, N = 3 2284227.20 3512867.33 2588694.17 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
SVT-VP9 Tuning: Visual Quality Optimized - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: Visual Quality Optimized - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 30 60 90 120 150 SE +/- 1.23, N = 3 SE +/- 1.00, N = 3 SE +/- 0.31, N = 3 99.27 148.91 101.72 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 40 80 120 160 200 SE +/- 1.37, N = 4 SE +/- 0.92, N = 3 SE +/- 0.65, N = 3 115.50 163.87 115.32 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: VMAF Optimized - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: VMAF Optimized - Input: Bosphorus 4K CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 30 60 90 120 150 SE +/- 0.07, N = 3 SE +/- 2.02, N = 3 SE +/- 0.35, N = 3 112.93 153.77 111.61 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
7-Zip Compression Test: Compression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Compression Rating CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 100K 200K 300K 400K 500K SE +/- 5624.44, N = 3 SE +/- 507.78, N = 3 SE +/- 3782.18, N = 4 467866 473026 345725 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
GraphicsMagick Operation: Rotate OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Rotate CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 7.69, N = 15 SE +/- 10.17, N = 3 SE +/- 4.18, N = 3 1030 1029 759 -O2 -lbz2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml2 -O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma 1. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread
GraphicsMagick Operation: Sharpen OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Sharpen CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 1.76, N = 3 SE +/- 2.31, N = 3 SE +/- 0.67, N = 3 641 869 641 -O2 -lbz2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml2 -O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma 1. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread
GraphicsMagick Operation: Swirl OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Swirl CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 500 1000 1500 2000 2500 SE +/- 10.48, N = 3 SE +/- 14.50, N = 3 SE +/- 5.67, N = 3 2340 2558 1916 -O2 -lbz2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml2 -O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma 1. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread
Zstd Compression Compression Level: 8 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Compression Speed CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400 800 1200 1600 2000 SE +/- 18.11, N = 12 SE +/- 15.83, N = 15 SE +/- 17.15, N = 3 1244.0 1621.3 1638.3 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
TNN Target: CPU - Model: DenseNet OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: DenseNet CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1000 2000 3000 4000 5000 SE +/- 27.70, N = 3 SE +/- 1.46, N = 3 SE +/- 40.05, N = 9 3955.05 3620.86 4704.04 MIN: 3833.99 / MAX: 5510.15 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3599.42 / MAX: 3730.48 MIN: 3855.1 / MAX: 6393.88 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
Node.js V8 Web Tooling Benchmark OpenBenchmarking.org runs/s, More Is Better Node.js V8 Web Tooling Benchmark CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 10.55 13.56 10.66
Stress-NG Test: IO_uring OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: IO_uring Clear Linux 36990 Ubuntu 20.04.1 LTS 2M 4M 6M 8M 10M SE +/- 6299.40, N = 3 SE +/- 72129.89, N = 3 10692920.63 8404895.30 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -lapparmor 1. (CC) gcc options: -O2 -std=gnu99 -lm -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Zstd Compression Compression Level: 19, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Compression Speed CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 11 22 33 44 55 SE +/- 0.45, N = 5 SE +/- 0.37, N = 3 SE +/- 0.15, N = 3 43.4 48.8 38.5 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Zstd Compression Compression Level: 3 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3 - Compression Speed CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1500 3000 4500 6000 7500 SE +/- 78.16, N = 3 SE +/- 4.17, N = 3 SE +/- 86.44, N = 15 7026.1 6807.8 5669.9 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Zstd Compression Compression Level: 19 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Compression Speed CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 20 40 60 80 100 SE +/- 0.52, N = 3 SE +/- 0.48, N = 3 SE +/- 0.65, N = 15 86.6 91.5 74.0 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Stress-NG Test: Memory Copying OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Memory Copying CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3K 6K 9K 12K 15K SE +/- 5.23, N = 3 SE +/- 141.11, N = 3 SE +/- 22.54, N = 3 12812.45 11244.94 13427.14 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 5 10 15 20 25 SE +/- 0.17, N = 3 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 21.12 18.19 21.60 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -O2 -ltiff 1. (CC) gcc options: -fvisibility=hidden -lm -lpng16 -ljpeg
Stress-NG Test: Glibc C String Functions OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Glibc C String Functions CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2M 4M 6M 8M 10M SE +/- 103735.47, N = 4 SE +/- 83362.05, N = 8 SE +/- 26324.24, N = 3 9473078.17 9658490.04 8173725.03 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Redis Test: GET - Parallel Connections: 1000 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: GET - Parallel Connections: 1000 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 600K 1200K 1800K 2400K 3000K SE +/- 26860.41, N = 5 SE +/- 23267.85, N = 3 SE +/- 31288.67, N = 3 2406986.65 2722264.50 2309354.80 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
ONNX Runtime Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400 800 1200 1600 2000 SE +/- 3.09, N = 3 SE +/- 3.21, N = 3 SE +/- 12.00, N = 3 1693 1978 1682 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
Unpacking The Linux Kernel linux-5.19.tar.xz OpenBenchmarking.org Seconds, Fewer Is Better Unpacking The Linux Kernel 5.19 linux-5.19.tar.xz CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3 6 9 12 15 SE +/- 0.116, N = 17 SE +/- 0.002, N = 4 SE +/- 0.066, N = 20 9.194 7.853 8.888
Stress-NG Test: Malloc OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Malloc CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 70M 140M 210M 280M 350M SE +/- 452266.97, N = 3 SE +/- 1194169.90, N = 3 SE +/- 870345.53, N = 3 306750258.84 342573199.69 292765838.99 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Timed GDB GNU Debugger Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GDB GNU Debugger Compilation 10.2 Time To Compile CentOS Stream 9 Ubuntu 20.04.1 LTS 20 40 60 80 100 SE +/- 0.27, N = 3 SE +/- 0.16, N = 3 95.42 81.63
Stress-NG Test: MMAP OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: MMAP CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 800 1600 2400 3200 4000 SE +/- 34.11, N = 3 SE +/- 1.76, N = 3 SE +/- 34.70, N = 3 3747.58 3336.53 3888.56 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Apache HTTP Server Concurrent Requests: 1000 OpenBenchmarking.org Requests Per Second, More Is Better Apache HTTP Server 2.4.48 Concurrent Requests: 1000 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 30K 60K 90K 120K 150K SE +/- 1558.40, N = 15 SE +/- 760.56, N = 3 SE +/- 1575.81, N = 3 131349.60 118161.83 137078.35 -O2 -O3 -m64 -mtune=skylake -mrelax-cmpxchg-loop -O2 1. (CC) gcc options: -shared -fPIC
libavif avifenc Encoder Speed: 2 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 2 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 11 22 33 44 55 SE +/- 0.53, N = 3 SE +/- 0.10, N = 3 SE +/- 0.33, N = 3 48.71 42.63 49.35 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -fPIC -lm
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: MobileNetV2_224 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.6923 1.3846 2.0769 2.7692 3.4615 SE +/- 0.014, N = 15 SE +/- 0.013, N = 3 SE +/- 0.011, N = 3 2.663 2.912 3.077 MIN: 2.48 / MAX: 5.57 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.72 / MAX: 5.76 MIN: 3.01 / MAX: 3.32 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Stress-NG Test: Matrix Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Matrix Math CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 70K 140K 210K 280K 350K SE +/- 512.51, N = 3 SE +/- 272.45, N = 3 SE +/- 224.33, N = 3 286293.40 328235.14 307592.99 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Apache Spark Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Ubuntu 20.04.1 LTS CentOS Stream 9 Clear Linux 36990 8 16 24 32 40 SE +/- 0.05, N = 9 SE +/- 0.12, N = 3 SE +/- 0.06, N = 15 31.71 36.21 33.05
Stress-NG Test: Crypto OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Crypto CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 20K 40K 60K 80K 100K SE +/- 289.31, N = 3 SE +/- 22.86, N = 3 SE +/- 298.10, N = 3 83808.91 95806.71 86462.28 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
ASTC Encoder Preset: Medium OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Medium CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 80 160 240 320 400 SE +/- 2.47, N = 15 SE +/- 1.16, N = 3 SE +/- 2.77, N = 15 316.37 359.90 315.10 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -flto -pthread
Redis Test: SET - Parallel Connections: 50 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SET - Parallel Connections: 50 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 500K 1000K 1500K 2000K 2500K SE +/- 29696.58, N = 3 SE +/- 9831.09, N = 3 SE +/- 13461.07, N = 3 2189377.08 2346688.30 2076700.08 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
ONNX Runtime Model: bertsquad-12 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: bertsquad-12 - Device: CPU - Executor: Standard CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 0.50, N = 3 SE +/- 5.77, N = 3 SE +/- 10.38, N = 3 1093 992 977 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
WebP Image Encode Encode Settings: Quality 100, Lossless, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 10 20 30 40 50 SE +/- 0.22, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 41.21 38.30 42.61 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -O2 -ltiff 1. (CC) gcc options: -fvisibility=hidden -lm -lpng16 -ljpeg
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 0.3398 0.6796 1.0194 1.3592 1.699 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.36 1.51 MIN: 0.99 / MAX: 13.44 MIN: 0.55 / MAX: 57.82 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
libavif avifenc Encoder Speed: 0 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.10 Encoder Speed: 0 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 20 40 60 80 100 SE +/- 0.66, N = 3 SE +/- 0.45, N = 3 SE +/- 0.30, N = 3 84.32 78.59 87.17 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -fPIC -lm
ASTC Encoder Preset: Thorough OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Thorough CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 11 22 33 44 55 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 46.38 50.47 45.63 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -flto -pthread
oneDNN Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 170 340 510 680 850 SE +/- 6.94, N = 12 SE +/- 6.52, N = 15 SE +/- 10.13, N = 15 697.28 728.04 770.26 MIN: 605.85 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 651.84 MIN: 662.44 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread
ONNX Runtime Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400 800 1200 1600 2000 SE +/- 16.82, N = 12 SE +/- 24.49, N = 12 SE +/- 20.93, N = 5 1881 2077 1899 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
Zstd Compression Compression Level: 3 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3 - Decompression Speed CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 600 1200 1800 2400 3000 SE +/- 0.65, N = 2 SE +/- 1.35, N = 3 SE +/- 3.69, N = 3 3022.9 2985.2 2755.9 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Stress-NG Test: SENDFILE OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: SENDFILE CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 300K 600K 900K 1200K 1500K SE +/- 2669.03, N = 3 SE +/- 713.22, N = 3 SE +/- 3383.13, N = 3 1271967.05 1161464.61 1177667.63 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2 4 6 8 10 SE +/- 0.061, N = 15 SE +/- 0.002, N = 3 SE +/- 0.112, N = 3 8.802 8.046 8.675 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -O2 -ltiff 1. (CC) gcc options: -fvisibility=hidden -lm -lpng16 -ljpeg
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Exhaustive CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1.1006 2.2012 3.3018 4.4024 5.503 SE +/- 0.0017, N = 3 SE +/- 0.0032, N = 3 SE +/- 0.0038, N = 3 4.5054 4.8916 4.4840 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -flto -pthread
GraphicsMagick Operation: Enhanced OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Enhanced CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 300 600 900 1200 1500 SE +/- 1.76, N = 3 SE +/- 2.08, N = 3 SE +/- 2.60, N = 3 1153 1192 1094 -O2 -lbz2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml2 -O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma 1. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread
Zstd Compression Compression Level: 3, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3, Long Mode - Decompression Speed CentOS Stream 9 Ubuntu 20.04.1 LTS 700 1400 2100 2800 3500 SE +/- 13.60, N = 3 SE +/- 6.04, N = 3 3208.0 2945.9 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Stress-NG Test: MEMFD OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: MEMFD CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 900 1800 2700 3600 4500 SE +/- 35.16, N = 3 SE +/- 5.40, N = 3 SE +/- 34.35, N = 3 4098.84 3783.49 3881.85 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Zstd Compression Compression Level: 8 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Decompression Speed CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 600 1200 1800 2400 3000 SE +/- 6.19, N = 12 SE +/- 4.36, N = 15 SE +/- 2.78, N = 3 3017.5 3007.5 2788.9 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Zstd Compression Compression Level: 8, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Decompression Speed CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 700 1400 2100 2800 3500 SE +/- 10.41, N = 3 SE +/- 16.67, N = 3 3201.0 3163.1 2962.4 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 2K 4K 6K 8K 10K SE +/- 8.29, N = 3 SE +/- 2.19, N = 3 9657.99 8939.74 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 8.27 8.93 MIN: 7.23 / MAX: 27.1 MIN: 4.95 / MAX: 81.08 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OSPRay Benchmark: gravity_spheres_volume/dim_512/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/ao/real_time CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 5 10 15 20 25 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 22.42 22.52 20.99
nginx Concurrent Requests: 1000 OpenBenchmarking.org Requests Per Second, More Is Better nginx 1.21.1 Concurrent Requests: 1000 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 50K 100K 150K 200K 250K SE +/- 1519.57, N = 3 SE +/- 255.31, N = 3 SE +/- 2419.36, N = 4 200945.49 215488.10 210852.37 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CC) gcc options: -lcrypt -lz -O3 -march=native
Timed Linux Kernel Compilation Build: defconfig OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.18 Build: defconfig CentOS Stream 9 Ubuntu 20.04.1 LTS 7 14 21 28 35 SE +/- 0.39, N = 13 SE +/- 0.24, N = 15 29.67 27.81
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 50 100 150 200 250 SE +/- 0.51, N = 3 SE +/- 2.26, N = 3 233.33 248.70 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OSPRay Benchmark: gravity_spheres_volume/dim_512/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 5 10 15 20 25 SE +/- 0.15, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 22.02 22.22 20.90
Mobile Neural Network Model: mobilenetV3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: mobilenetV3 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.4194 0.8388 1.2582 1.6776 2.097 SE +/- 0.020, N = 15 SE +/- 0.017, N = 3 SE +/- 0.012, N = 3 1.753 1.862 1.864 MIN: 1.61 / MAX: 4.19 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 1.81 / MAX: 2.51 MIN: 1.81 / MAX: 2.46 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Person Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 13.92 13.14 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
GROMACS Implementation: MPI CPU - Input: water_GMX50_bare OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2022.1 Implementation: MPI CPU - Input: water_GMX50_bare CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3 6 9 12 15 SE +/- 0.002, N = 3 SE +/- 0.033, N = 3 SE +/- 0.045, N = 3 8.996 9.525 9.115 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3
Stress-NG Test: Forking OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Forking CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 14K 28K 42K 56K 70K SE +/- 123.25, N = 3 SE +/- 173.91, N = 3 SE +/- 292.14, N = 3 63484.45 61843.01 65455.72 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
simdjson Throughput Test: PartialTweets OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: PartialTweets CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1.1295 2.259 3.3885 4.518 5.6475 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 4.85 5.02 4.75 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Person Detection FP32 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 13.67 12.98 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
TNN Target: CPU - Model: SqueezeNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v2 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 20 40 60 80 100 SE +/- 0.78, N = 3 SE +/- 0.57, N = 10 SE +/- 0.04, N = 3 75.88 72.13 74.71 MIN: 74.63 / MAX: 111.7 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 71.03 / MAX: 78.39 MIN: 74.27 / MAX: 75.19 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.2 Blend File: Fishy Cat - Compute: CPU-Only CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 8 16 24 32 40 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.11, N = 3 33.37 32.43 34.07
Stress-NG Test: Vector Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Vector Math CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 70K 140K 210K 280K 350K SE +/- 944.66, N = 3 SE +/- 79.17, N = 3 SE +/- 950.34, N = 3 322923.09 309299.86 324720.78 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
ASTC Encoder Preset: Fast OpenBenchmarking.org MT/s, More Is Better ASTC Encoder 4.0 Preset: Fast CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 3.69, N = 3 SE +/- 1.80, N = 3 SE +/- 2.29, N = 3 799.11 837.15 809.17 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -flto -pthread
Stress-NG Test: Glibc Qsort Data Sorting OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Glibc Qsort Data Sorting CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 2.69, N = 3 SE +/- 1.09, N = 3 SE +/- 2.76, N = 3 934.26 893.84 918.76 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
OSPRay Studio Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 5K 10K 15K 20K 25K SE +/- 49.21, N = 3 SE +/- 50.10, N = 3 SE +/- 40.18, N = 3 20261 20404 21165 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm -lm 1. (CXX) g++ options: -O3 -ldl
ONNX Runtime Model: bertsquad-12 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: bertsquad-12 - Device: CPU - Executor: Parallel CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 2.02, N = 3 SE +/- 0.29, N = 3 SE +/- 1.92, N = 3 799 828 834 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
simdjson Throughput Test: LargeRandom OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: LargeRandom CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.2205 0.441 0.6615 0.882 1.1025 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.96 0.98 0.94 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.2 Blend File: BMW27 - Compute: CPU-Only CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 6 12 18 24 30 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 25.04 24.25 25.23
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 5K 10K 15K 20K 25K SE +/- 79.25, N = 3 SE +/- 16.17, N = 3 SE +/- 39.89, N = 3 23967 24102 24929 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm -lm 1. (CXX) g++ options: -O3 -ldl
OSPRay Studio Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 9K 18K 27K 36K 45K SE +/- 38.89, N = 3 SE +/- 84.10, N = 3 SE +/- 93.93, N = 3 40852 40932 42476 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm -lm 1. (CXX) g++ options: -O3 -ldl
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 4K 8K 12K 16K 20K SE +/- 58.89, N = 3 SE +/- 13.09, N = 3 SE +/- 70.51, N = 3 20152 20180 20947 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm -lm 1. (CXX) g++ options: -O3 -ldl
simdjson Throughput Test: Kostya OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: Kostya CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.6615 1.323 1.9845 2.646 3.3075 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 2.91 2.94 2.83 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3
Renaissance Test: In-Memory Database Shootout OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: In-Memory Database Shootout CentOS Stream 9 Ubuntu 20.04.1 LTS 4K 8K 12K 16K 20K SE +/- 197.42, N = 3 SE +/- 82.13, N = 3 17787.2 18477.3 MIN: 17444.33 / MAX: 21383.13 MIN: 18342.05 / MAX: 21649.71
Zstd Compression Compression Level: 19, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Decompression Speed CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 600 1200 1800 2400 3000 SE +/- 4.30, N = 5 SE +/- 3.36, N = 3 SE +/- 3.78, N = 3 2635.7 2613.2 2540.7 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.2 Blend File: Barbershop - Compute: CPU-Only CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 60 120 180 240 300 SE +/- 0.55, N = 3 SE +/- 0.37, N = 3 SE +/- 0.19, N = 3 257.15 253.27 262.65
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 9K 18K 27K 36K 45K SE +/- 74.23, N = 3 SE +/- 180.17, N = 3 SE +/- 56.40, N = 3 40580 40503 41973 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm -lm 1. (CXX) g++ options: -O3 -ldl
Stress-NG Test: CPU Stress OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: CPU Stress CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 30K 60K 90K 120K 150K SE +/- 758.69, N = 3 SE +/- 387.90, N = 3 SE +/- 488.03, N = 3 135517.46 140290.21 135774.41 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
ONNX Runtime Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 50 100 150 200 250 SE +/- 0.17, N = 3 SE +/- 0.17, N = 3 SE +/- 0.33, N = 3 236 241 233 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 11K 22K 33K 44K 55K SE +/- 81.93, N = 3 SE +/- 111.95, N = 3 SE +/- 27.95, N = 3 48319 48506 49953 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm -lm 1. (CXX) g++ options: -O3 -ldl
7-Zip Compression Test: Decompression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 80K 160K 240K 320K 400K SE +/- 2273.35, N = 3 SE +/- 953.58, N = 3 SE +/- 1904.28, N = 4 371131 364209 359058 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Face Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 24.29 23.52 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
Blender Blend File: Pabellon Barcelona - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.2 Blend File: Pabellon Barcelona - Compute: CPU-Only CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 20 40 60 80 100 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.17, N = 3 82.89 81.97 84.44
Zstd Compression Compression Level: 19 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Decompression Speed CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 600 1200 1800 2400 3000 SE +/- 6.30, N = 3 SE +/- 2.24, N = 3 SE +/- 5.28, N = 15 2571.3 2522.5 2498.1 1. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet *** 2. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet *** 3. Ubuntu 20.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.2 Blend File: Classroom - Compute: CPU-Only CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 15 30 45 60 75 SE +/- 0.04, N = 3 SE +/- 0.20, N = 3 SE +/- 0.08, N = 3 64.82 64.23 65.82
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 80 160 240 320 400 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 SE +/- 0.25, N = 3 366.49 358.15 365.92 MIN: 366.26 / MAX: 366.87 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 357.28 / MAX: 366.82 MIN: 365.53 / MAX: 380.36 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.8748 1.7496 2.6244 3.4992 4.374 SE +/- 0.01173, N = 3 SE +/- 0.00397, N = 3 SE +/- 0.00704, N = 3 3.81155 3.80080 3.88793 MIN: 3.53 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.42 MIN: 3.63 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: inception-v3 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 5 10 15 20 25 SE +/- 0.19, N = 15 SE +/- 0.03, N = 3 SE +/- 0.12, N = 3 20.09 20.45 20.54 MIN: 17.31 / MAX: 37.29 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 19.73 / MAX: 33.83 MIN: 19.73 / MAX: 36.82 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
ONNX Runtime Model: yolov4 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: yolov4 - Device: CPU - Executor: Parallel CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 140 280 420 560 700 SE +/- 1.04, N = 3 SE +/- 0.29, N = 3 SE +/- 2.08, N = 3 630 640 644 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
simdjson Throughput Test: TopTweet OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: TopTweet CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1.2915 2.583 3.8745 5.166 6.4575 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 5.62 5.74 5.69 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 200 400 600 800 1000 SE +/- 14.44, N = 12 SE +/- 0.62, N = 3 1071.70 1049.56 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Face Detection FP16-INT8 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.13, N = 3 83.26 84.99 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OSPRay Benchmark: particle_volume/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/ao/real_time CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 6 12 18 24 30 SE +/- 0.07, N = 3 SE +/- 0.14, N = 3 SE +/- 0.06, N = 3 24.35 24.59 24.85
OSPRay Benchmark: particle_volume/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/scivis/real_time CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 6 12 18 24 30 SE +/- 0.29, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 24.30 24.72 24.73
Stress-NG Test: CPU Cache OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: CPU Cache CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 4 8 12 16 20 SE +/- 0.13, N = 10 SE +/- 0.18, N = 5 SE +/- 0.19, N = 3 16.26 16.40 16.13 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 8 16 24 32 40 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 32.00 32.53 MIN: 21.78 / MAX: 67.35 MIN: 14.97 / MAX: 162.72 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 1000 2000 3000 4000 5000 SE +/- 1.33, N = 3 SE +/- 5.16, N = 3 4414.94 4487.45 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
High Performance Conjugate Gradient OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 9 18 27 36 45 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 40.28 40.86 40.20 -lmpi_cxx -lmpi_cxx 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.4859 0.9718 1.4577 1.9436 2.4295 SE +/- 0.01538, N = 3 SE +/- 0.00145, N = 3 SE +/- 0.01772, N = 3 2.15938 2.12637 2.13563 MIN: 2.04 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.03 MIN: 2.03 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread
simdjson Throughput Test: DistinctUserID OpenBenchmarking.org GB/s, More Is Better simdjson 2.0 Throughput Test: DistinctUserID CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1.3028 2.6056 3.9084 5.2112 6.514 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 5.77 5.71 5.79 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3
OSPRay Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 6 12 18 24 30 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 25.59 25.65 25.29
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: resnet-v2-50 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2 4 6 8 10 SE +/- 0.088, N = 15 SE +/- 0.071, N = 3 SE +/- 0.036, N = 3 8.663 8.563 8.602 MIN: 7.71 / MAX: 20.48 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 8.16 / MAX: 9.67 MIN: 7.85 / MAX: 30.88 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 500 1000 1500 2000 2500 SE +/- 1.20, N = 3 SE +/- 0.70, N = 3 2478.96 2453.45 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenSSL OpenBenchmarking.org sign/s, More Is Better OpenSSL CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 4K 8K 12K 16K 20K SE +/- 205.54, N = 4 SE +/- 134.27, N = 3 SE +/- 199.65, N = 4 16866.1 17031.1 16884.7 1. CentOS Stream 9: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021) 2. Clear Linux 36990: OpenSSL 1.1.1q 5 Jul 2022 3. Ubuntu 20.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.8289 1.6578 2.4867 3.3156 4.1445 SE +/- 0.03477, N = 14 SE +/- 0.00647, N = 3 SE +/- 0.03918, N = 14 3.68404 3.64846 3.66112 MIN: 3.54 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.53 MIN: 3.52 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread
ONNX Runtime Model: GPT-2 - Device: CPU - Executor: Parallel OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: GPT-2 - Device: CPU - Executor: Parallel CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1100 2200 3300 4400 5500 SE +/- 32.87, N = 3 SE +/- 26.07, N = 3 SE +/- 17.61, N = 3 5269 5259 5305 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
LAMMPS Molecular Dynamics Simulator Model: 20k Atoms OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 8 16 24 32 40 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 35.12 35.05 34.82 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -lm -ldl
OpenSSL OpenBenchmarking.org verify/s, More Is Better OpenSSL CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200K 400K 600K 800K 1000K SE +/- 4686.71, N = 4 SE +/- 706.24, N = 3 SE +/- 5029.58, N = 4 1112427.2 1119831.8 1115888.0 1. CentOS Stream 9: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021) 2. Clear Linux 36990: OpenSSL 1.1.1q 5 Jul 2022 3. Ubuntu 20.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 10K 20K 30K 40K 50K SE +/- 99.47, N = 3 SE +/- 29.86, N = 3 47224.77 47005.85 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.2.0 Clear Linux 36990 Ubuntu 20.04.1 LTS 100K 200K 300K 400K 500K SE +/- 1855.84, N = 3 SE +/- 3785.28, N = 3 485587.54 487637.29 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
InfluxDB Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 CentOS Stream 9 Ubuntu 20.04.1 LTS 140K 280K 420K 560K 700K SE +/- 2481.53, N = 3 SE +/- 4260.37, N = 3 666008.7 668433.3
Stress-NG Test: x86_64 RdRand OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: x86_64 RdRand CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 140K 280K 420K 560K 700K SE +/- 2562.02, N = 3 SE +/- 30.50, N = 3 SE +/- 2178.91, N = 3 667284.36 669368.18 666992.32 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.0633 0.1266 0.1899 0.2532 0.3165 SE +/- 0.00094, N = 3 SE +/- 0.00064, N = 3 SE +/- 0.00087, N = 3 0.28138 0.28053 0.28101
Apache Spark Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time Clear Linux 36990 4 8 12 16 20 SE +/- 0.83, N = 2 15.17
Apache Spark Row Count: 40000000 - Partitions: 500 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Inner Join Test Time Clear Linux 36990 4 8 12 16 20 SE +/- 0.23, N = 2 15.59
Apache Spark Row Count: 40000000 - Partitions: 500 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Repartition Test Time Clear Linux 36990 3 6 9 12 15 SE +/- 0.21, N = 2 13.07
Apache Spark Row Count: 40000000 - Partitions: 500 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Group By Test Time Clear Linux 36990 8 16 24 32 40 SE +/- 5.10, N = 2 34.45
ONNX Runtime Model: super-resolution-10 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: super-resolution-10 - Device: CPU - Executor: Standard CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3K 6K 9K 12K 15K SE +/- 43.63, N = 3 SE +/- 690.46, N = 12 SE +/- 135.56, N = 3 12260 10151 11619 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: fcn-resnet101-11 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: fcn-resnet101-11 - Device: CPU - Executor: Standard CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 110 220 330 440 550 SE +/- 1.17, N = 3 SE +/- 17.65, N = 12 SE +/- 18.60, N = 12 443 521 483 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: yolov4 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: yolov4 - Device: CPU - Executor: Standard CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 150 300 450 600 750 SE +/- 1.17, N = 3 SE +/- 12.00, N = 12 SE +/- 7.60, N = 4 694 636 671 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: GPT-2 - Device: CPU - Executor: Standard OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: GPT-2 - Device: CPU - Executor: Standard CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2K 4K 6K 8K 10K SE +/- 388.59, N = 12 SE +/- 346.22, N = 9 SE +/- 93.38, N = 8 11045 10211 10856 -flto -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto -flto 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 0.3375 0.675 1.0125 1.35 1.6875 SE +/- 0.05, N = 15 SE +/- 0.07, N = 12 1.50 0.99 MIN: 0.34 / MAX: 29.48 MIN: 0.21 / MAX: 76.7 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 14K 28K 42K 56K 70K SE +/- 1567.95, N = 15 SE +/- 5640.72, N = 12 42731.93 66238.83 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 5 10 15 20 25 SE +/- 0.30, N = 15 SE +/- 0.01, N = 3 13.60 18.31 MIN: 8.57 / MAX: 68.28 MIN: 10.08 / MAX: 179.25 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU CentOS Stream 9 Ubuntu 20.04.1 LTS 500 1000 1500 2000 2500 SE +/- 39.85, N = 15 SE +/- 1.52, N = 3 1478.64 2178.70 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: MobileNet v2 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 100 200 300 400 500 SE +/- 4.68, N = 4 SE +/- 0.42, N = 3 SE +/- 9.70, N = 15 378.88 348.82 463.98 MIN: 371.88 / MAX: 634.44 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 346.87 / MAX: 355.44 MIN: 369.59 / MAX: 652.1 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: mobilenet-v1-1.0 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.4903 0.9806 1.4709 1.9612 2.4515 SE +/- 0.047, N = 15 SE +/- 0.016, N = 3 SE +/- 0.016, N = 3 2.090 2.179 2.178 MIN: 1.76 / MAX: 3.93 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.08 / MAX: 2.41 MIN: 2.08 / MAX: 2.58 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: SqueezeNetV1.0 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.9581 1.9162 2.8743 3.8324 4.7905 SE +/- 0.075, N = 15 SE +/- 0.058, N = 3 SE +/- 0.029, N = 3 3.956 4.244 4.258 MIN: 3.51 / MAX: 9.33 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.95 / MAX: 8.29 MIN: 4.15 / MAX: 9.78 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: squeezenetv1.1 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: squeezenetv1.1 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.5828 1.1656 1.7484 2.3312 2.914 SE +/- 0.050, N = 15 SE +/- 0.014, N = 3 SE +/- 0.012, N = 3 2.356 2.529 2.590 MIN: 2.03 / MAX: 5.76 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.48 / MAX: 2.83 MIN: 2.54 / MAX: 5.99 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: nasnet OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: nasnet CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 3 6 9 12 15 SE +/- 0.23, N = 15 SE +/- 0.09, N = 3 SE +/- 0.16, N = 3 12.10 12.81 12.92 MIN: 10.54 / MAX: 23.03 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 12.47 / MAX: 16.42 MIN: 10.67 / MAX: 25.28 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Stress-NG Test: System V Message Passing OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: System V Message Passing CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2M 4M 6M 8M 10M SE +/- 85352.98, N = 4 SE +/- 1671.17, N = 3 SE +/- 182521.68, N = 15 7093379.73 8684030.90 4420124.12 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Stress-NG Test: Socket Activity OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Socket Activity CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 10K 20K 30K 40K 50K SE +/- 900.65, N = 15 SE +/- 324.72, N = 3 SE +/- 570.10, N = 15 2460.37 36452.69 45595.60 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Stress-NG Test: Atomic OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Atomic CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 40K 80K 120K 160K 200K SE +/- 3961.98, N = 15 SE +/- 3304.16, N = 15 SE +/- 3618.17, N = 15 187775.77 145035.86 183431.66 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
Stress-NG Test: Futex OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.14 Test: Futex CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 200K 400K 600K 800K 1000K SE +/- 73263.26, N = 15 SE +/- 60890.67, N = 15 SE +/- 59760.04, N = 15 1088788.92 1140633.72 942679.72 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic -lapparmor -latomic 1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
memtier_benchmark Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400K 800K 1200K 1600K 2000K SE +/- 67672.39, N = 12 SE +/- 83568.62, N = 13 SE +/- 17388.30, N = 3 1398073.70 1994991.48 1755483.28 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
memtier_benchmark Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1 OpenBenchmarking.org Ops/sec, More Is Better memtier_benchmark 1.4 Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400K 800K 1200K 1600K 2000K SE +/- 63962.41, N = 12 SE +/- 66661.35, N = 12 SE +/- 53478.91, N = 15 1339297.91 1760873.07 1457157.14 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
PostgreSQL pgbench Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.0641 0.1282 0.1923 0.2564 0.3205 SE +/- 0.005, N = 12 SE +/- 0.007, N = 12 SE +/- 0.004, N = 12 0.270 0.275 0.285 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 500 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400K 800K 1200K 1600K 2000K SE +/- 30425.21, N = 12 SE +/- 42947.24, N = 12 SE +/- 24026.09, N = 12 1855656 1831665 1760440 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.0353 0.0706 0.1059 0.1412 0.1765 SE +/- 0.001, N = 3 SE +/- 0.004, N = 12 SE +/- 0.002, N = 12 0.150 0.132 0.157 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400K 800K 1200K 1600K 2000K SE +/- 9583.19, N = 3 SE +/- 57458.70, N = 12 SE +/- 17628.71, N = 12 1669388 1913115 1593950 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
TensorFlow Lite Model: Inception ResNet V2 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: Inception ResNet V2 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 12K 24K 36K 48K 60K SE +/- 268.62, N = 3 SE +/- 583.51, N = 15 SE +/- 1518.21, N = 15 47297.8 49331.9 54111.0
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: Mobilenet Quant CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2K 4K 6K 8K 10K SE +/- 100.45, N = 3 SE +/- 81.76, N = 6 SE +/- 337.08, N = 15 9540.86 8576.95 10747.97
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: Mobilenet Float CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 900 1800 2700 3600 4500 SE +/- 499.70, N = 12 SE +/- 75.96, N = 15 SE +/- 20.34, N = 3 4240.41 3701.27 3340.60
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: NASNet Mobile CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 20K 40K 60K 80K 100K SE +/- 3728.57, N = 12 SE +/- 935.16, N = 15 SE +/- 3387.75, N = 12 68713.0 68566.7 80034.0
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: Inception V4 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 16K 32K 48K 64K 80K SE +/- 21727.22, N = 15 SE +/- 2536.95, N = 15 SE +/- 264.98, N = 15 73896.5 42370.3 36132.7
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2022-05-18 Model: SqueezeNet CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 4K 8K 12K 16K 20K SE +/- 5506.54, N = 12 SE +/- 370.01, N = 12 SE +/- 58.03, N = 15 16614.41 6244.19 5617.26
Redis Test: SET - Parallel Connections: 1000 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SET - Parallel Connections: 1000 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400K 800K 1200K 1600K 2000K SE +/- 55692.46, N = 12 SE +/- 21642.05, N = 5 SE +/- 13612.37, N = 3 1847194.12 2078925.13 1851066.21 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SET - Parallel Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SET - Parallel Connections: 500 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400K 800K 1200K 1600K 2000K SE +/- 47157.16, N = 12 SE +/- 26407.67, N = 15 SE +/- 20191.86, N = 5 1931278.62 2083152.81 1835435.10 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: GET - Parallel Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: GET - Parallel Connections: 500 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 600K 1200K 1800K 2400K 3000K SE +/- 89203.76, N = 15 SE +/- 22655.99, N = 3 SE +/- 26054.27, N = 4 2018201.09 2765192.67 2174436.56 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Apache Spark Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Ubuntu 20.04.1 LTS CentOS Stream 9 Clear Linux 36990 0.6683 1.3366 2.0049 2.6732 3.3415 SE +/- 0.08, N = 9 SE +/- 0.09, N = 3 SE +/- 0.04, N = 15 2.94 2.79 2.04
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 10 20 30 40 50 SE +/- 5.68, N = 15 SE +/- 0.41, N = 12 SE +/- 5.39, N = 12 37.96 12.27 41.89 MIN: 3.48 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 9.86 MIN: 10.95 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread
oneDNN Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 110 220 330 440 550 SE +/- 7.22, N = 15 SE +/- 4.67, N = 15 SE +/- 8.91, N = 15 447.62 487.12 497.81 MIN: 376.51 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 431.07 MIN: 385.19 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread
oneDNN Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.5506 1.1012 1.6518 2.2024 2.753 SE +/- 0.07640, N = 15 SE +/- 0.02882, N = 15 SE +/- 0.05270, N = 15 2.38563 2.30251 2.44691 MIN: 1.7 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 1.76 MIN: 1.76 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread
oneDNN Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.6 Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1.3051 2.6102 3.9153 5.2204 6.5255 SE +/- 0.32475, N = 15 SE +/- 0.07618, N = 15 SE +/- 0.71740, N = 15 5.40603 4.64086 5.80053 MIN: 3.28 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.55 MIN: 3.08 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 15 Total Time CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 40M 80M 120M 160M 200M SE +/- 2364357.21, N = 15 SE +/- 3123886.35, N = 15 SE +/- 1938385.82, N = 15 179473129 186079628 174792587 -pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver
GraphicsMagick Operation: HWB Color Space OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: HWB Color Space CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 400 800 1200 1600 2000 SE +/- 28.49, N = 12 SE +/- 4.16, N = 3 SE +/- 6.23, N = 15 1138 1737 636 -O2 -lbz2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml2 -O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma 1. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread
GraphicsMagick Operation: Resizing OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.38 Operation: Resizing CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 600 1200 1800 2400 3000 SE +/- 27.10, N = 3 SE +/- 35.23, N = 4 SE +/- 9.26, N = 15 2748 2851 417 -O2 -lbz2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml2 -O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma 1. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread
Node.js Express HTTP Load Test OpenBenchmarking.org Requests Per Second, More Is Better Node.js Express HTTP Load Test CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2K 4K 6K 8K 10K SE +/- 73.75, N = 15 SE +/- 47.88, N = 3 SE +/- 252.99, N = 12 4910 9808 6210 1. Nodejs
Renaissance Test: Finagle HTTP Requests OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Finagle HTTP Requests CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 2K 4K 6K 8K 10K SE +/- 154.17, N = 12 SE +/- 56.01, N = 3 SE +/- 197.62, N = 13 8693.9 5950.5 8478.8 MIN: 6648.05 / MAX: 15659.82 MIN: 5353.91 / MAX: 6140.39 MIN: 6706.47 / MAX: 17648.26
DaCapo Benchmark Java Test: Jython OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 1200 2400 3600 4800 6000 SE +/- 189.31, N = 16 SE +/- 7.13, N = 4 SE +/- 138.80, N = 20 5600 3683 4819
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.6849 1.3698 2.0547 2.7396 3.4245 SE +/- 0.065, N = 15 SE +/- 0.002, N = 3 SE +/- 0.027, N = 13 3.044 2.656 2.931 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -O2 -ltiff 1. (CC) gcc options: -fvisibility=hidden -lm -lpng16 -ljpeg
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 0.4867 0.9734 1.4601 1.9468 2.4335 SE +/- 0.069, N = 15 SE +/- 0.003, N = 3 SE +/- 0.039, N = 15 2.163 1.662 1.975 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -O2 -ltiff 1. (CC) gcc options: -fvisibility=hidden -lm -lpng16 -ljpeg
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein CentOS Stream 9 Clear Linux 36990 Ubuntu 20.04.1 LTS 8 16 24 32 40 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.49, N = 15 30.87 36.00 26.75 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop 1. (CXX) g++ options: -O3 -lm -ldl
Phoronix Test Suite v10.8.5