Intel Xeon Platinum 8490H Linux Benchmarks, AMD EPYC 4th Gen AVX-512 Comparison

Tests for a future article on Phoronix of Sapphire Rapids launch day review using the Intel Xeon Platinum 8490H processors. More benchmarks to come by Michael Larabel.

AMD EPYC 4th Gen AVX-512 Comparison: AMD EPYC 9654 Genoa AVX-512 benchmark comparison by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2301109-PTS-SPRREVIE33
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Creator Workloads 17 Tests
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Date
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  Test
  Duration
EPYC 7713
September 10 2022
  11 Hours, 38 Minutes
EPYC 7713 2P
September 06 2022
  8 Hours, 48 Minutes
EPYC 7763
September 16 2022
  11 Hours, 27 Minutes
EPYC 7763 2P
September 18 2022
  8 Hours, 42 Minutes
EPYC 7773X
September 19 2022
  10 Hours, 45 Minutes
EPYC 7773X 2P
September 22 2022
  8 Hours, 48 Minutes
EPYC 9374F
November 11 2022
  10 Hours, 13 Minutes
EPYC 9374F 2P
November 13 2022
  7 Hours, 50 Minutes
EPYC 9554
November 02 2022
  9 Hours
EPYC 9554 2P
October 31 2022
  7 Hours, 15 Minutes
EPYC 9654
October 15 2022
  8 Hours, 29 Minutes
EPYC 9654 2P
October 22 2022
  6 Hours, 42 Minutes
Xeon Platinum 8362
October 04 2022
  13 Hours, 52 Minutes
Xeon Platinum 8362 2P
October 05 2022
  9 Hours, 22 Minutes
Xeon Platinum 8380
September 30 2022
  12 Hours, 57 Minutes
Xeon Platinum 8380 2P
November 04 2022
  9 Hours, 53 Minutes
Xeon Platinum 8490H
January 08 2023
  10 Hours, 20 Minutes
Xeon Platinum 8490H 2P
January 06 2023
  8 Hours, 52 Minutes
AVX-512 On
December 18 2022
  20 Hours, 2 Minutes
AVX-512 Off
December 18 2022
  15 Hours, 29 Minutes
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  10 Hours, 31 Minutes

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Intel Xeon Platinum 8490H Linux Benchmarks, AMD EPYC 4th Gen AVX-512 ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads)Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)Intel Device 1bce1008GB3841GB Micron_9300_MTFDHAL3T8TDPASPEEDVGA HDMI4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-TUbuntu 22.106.0.0-060000rc3daily20220904-generic (x86_64)GNOME ShellX Server 1.21.1.31.3.211GCC 12.2.0ext41920x10802 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)AMD Titanite_4G (RTI1002E BIOS)AMD Device 14a41520GB800GB INTEL SSDPF21Q800GBBroadcom NetXtreme BCM5720 PCIe6.1.0-phx (x86_64)GNOME Shell 43.0X Server 1.21.1.41.3.224GCC 12.2.0 + Clang 15.0.2-1OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Xeon Platinum 8490H 2P: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-Wbc0TK/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-Wbc0TK/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - AVX-512 On: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - AVX-512 Off: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Xeon Platinum 8490H 2P: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0000c0- AVX-512 On: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- AVX-512 Off: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110dJava Details- Xeon Platinum 8490H 2P: OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu1)Python Details- Xeon Platinum 8490H 2P: Python 3.10.6- AVX-512 On: Python 3.10.7- AVX-512 Off: Python 3.10.7Security Details- Xeon Platinum 8490H 2P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - AVX-512 On: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - AVX-512 Off: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected Environment Details- AVX-512 On: CXXFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512" CFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512" - AVX-512 Off: CXXFLAGS="-O3 -march=native -mno-avx512f" CFLAGS="-O3 -march=native -mno-avx512f"

Xeon Platinum 8490H 2PAVX-512 OnAVX-512 OffLogarithmic Result OverviewPhoronix Test SuiteOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOLeelaChessZeroOpenVINOF.D.F - CPUW.P.D.F - CPUW.P.D.F.I - CPUF.D.F - CPUF.D.F.I - CPUA.G.R.R.0.F - CPUM.T.E.T.D.F - CPUP.D.F - CPUP.D.F - CPUW.P.D.F - CPUM.T.E.T.D.F - CPUP.V.B.D.F - CPUP.D.F - CPUP.D.F - CPUEigenA.G.R.R.0.F - CPU

Intel Xeon Platinum 8490H Linux Benchmarks, AMD EPYC 4th Gen AVX-512 Comparisonopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUlczero: EigenXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off197.81151.49376.67152169.330.4540.14744.6540.08745.8645149.7522725.255.167533.49719.2241.5111976102.04469.29193.93148967.980.5543.341100.2543.341101.0019800.209988.444.799065.34956.8850.11909643.941088.5094.97108449.491.2125.501864.9325.741845.959672.944110.4911.665135.56445.59107.628162OpenBenchmarking.org

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off4080120160200SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3197.81102.0443.94-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-march=native -mno-avx512f1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off4080120160200Min: 197.63 / Avg: 197.81 / Max: 198.05Min: 101.9 / Avg: 102.04 / Max: 102.12Min: 43.92 / Avg: 43.94 / Max: 43.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off2004006008001000SE +/- 0.09, N = 3SE +/- 0.24, N = 3SE +/- 0.51, N = 3151.49469.291088.50MIN: 123.14 / MAX: 273.7-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi - MIN: 410.93 / MAX: 547.33-march=native -mno-avx512f - MIN: 937.5 / MAX: 1231.551. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off2004006008001000Min: 151.33 / Avg: 151.49 / Max: 151.62Min: 468.86 / Avg: 469.29 / Max: 469.69Min: 1087.68 / Avg: 1088.5 / Max: 1089.421. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off80160240320400SE +/- 0.66, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3376.67193.9394.97-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-march=native -mno-avx512f1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off70140210280350Min: 375.55 / Avg: 376.67 / Max: 377.85Min: 193.85 / Avg: 193.93 / Max: 194.02Min: 94.94 / Avg: 94.97 / Max: 95.011. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off30K60K90K120K150KSE +/- 667.44, N = 3SE +/- 1328.20, N = 3SE +/- 1130.85, N = 4152169.33148967.98108449.49-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-march=native -mno-avx512f1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off30K60K90K120K150KMin: 151131.4 / Avg: 152169.33 / Max: 153415.24Min: 147146.13 / Avg: 148967.98 / Max: 151553.12Min: 105463.52 / Avg: 108449.49 / Max: 110959.331. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off0.27230.54460.81691.08921.3615SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 40.450.551.21MIN: 0.33 / MAX: 78.34-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi - MIN: 0.5 / MAX: 29.57-march=native -mno-avx512f - MIN: 0.98 / MAX: 47.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off246810Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.55 / Avg: 0.55 / Max: 0.55Min: 1.19 / Avg: 1.21 / Max: 1.221. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off1020304050SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.22, N = 340.1443.3425.50-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-march=native -mno-avx512f1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off918273645Min: 39.97 / Avg: 40.14 / Max: 40.33Min: 42.98 / Avg: 43.34 / Max: 43.69Min: 25.1 / Avg: 25.5 / Max: 25.871. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off400800120016002000SE +/- 2.09, N = 3SE +/- 4.83, N = 3SE +/- 15.65, N = 3744.651100.251864.93MIN: 515.46 / MAX: 1463.52-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi - MIN: 783.9 / MAX: 1824.92-march=native -mno-avx512f - MIN: 1371.29 / MAX: 2532.741. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off30060090012001500Min: 740.98 / Avg: 744.65 / Max: 748.2Min: 1092.24 / Avg: 1100.25 / Max: 1108.94Min: 1839.4 / Avg: 1864.93 / Max: 1893.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off1020304050SE +/- 0.45, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 340.0843.3425.74-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-march=native -mno-avx512f1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off918273645Min: 39.34 / Avg: 40.08 / Max: 40.9Min: 43.05 / Avg: 43.34 / Max: 43.68Min: 25.67 / Avg: 25.74 / Max: 25.821. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off400800120016002000SE +/- 8.26, N = 3SE +/- 4.44, N = 3SE +/- 3.32, N = 3745.861101.001845.95MIN: 475.57 / MAX: 1408.18-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi - MIN: 840.82 / MAX: 1792.51-march=native -mno-avx512f - MIN: 1386.31 / MAX: 27981. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off30060090012001500Min: 730.98 / Avg: 745.86 / Max: 759.5Min: 1092.78 / Avg: 1101 / Max: 1108.03Min: 1839.47 / Avg: 1845.95 / Max: 1850.411. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off10K20K30K40K50KSE +/- 54.08, N = 3SE +/- 12.72, N = 3SE +/- 1.81, N = 345149.7519800.209672.94-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-march=native -mno-avx512f1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off8K16K24K32K40KMin: 45046.81 / Avg: 45149.75 / Max: 45229.98Min: 19774.94 / Avg: 19800.2 / Max: 19815.45Min: 9669.49 / Avg: 9672.94 / Max: 9675.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off5K10K15K20K25KSE +/- 252.27, N = 4SE +/- 6.96, N = 3SE +/- 4.29, N = 322725.259988.444110.49-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-march=native -mno-avx512f1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off4K8K12K16K20KMin: 22085.37 / Avg: 22725.25 / Max: 23206.26Min: 9979.24 / Avg: 9988.44 / Max: 10002.08Min: 4102.12 / Avg: 4110.49 / Max: 4116.281. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off3691215SE +/- 0.05, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 35.164.7911.66MIN: 4.27 / MAX: 91.31-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi - MIN: 3.98 / MAX: 28.79-march=native -mno-avx512f - MIN: 9.72 / MAX: 43.71. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off3691215Min: 5.07 / Avg: 5.16 / Max: 5.28Min: 4.78 / Avg: 4.79 / Max: 4.8Min: 11.64 / Avg: 11.66 / Max: 11.681. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off2K4K6K8K10KSE +/- 17.07, N = 3SE +/- 4.01, N = 3SE +/- 2.17, N = 37533.499065.345135.56-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-march=native -mno-avx512f1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off16003200480064008000Min: 7502.46 / Avg: 7533.49 / Max: 7561.34Min: 9058.88 / Avg: 9065.34 / Max: 9072.69Min: 5131.78 / Avg: 5135.56 / Max: 5139.31. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off2004006008001000SE +/- 2.72, N = 3SE +/- 4.00, N = 3SE +/- 3.04, N = 3719.22956.88445.59-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-march=native -mno-avx512f1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off2004006008001000Min: 714.22 / Avg: 719.22 / Max: 723.59Min: 948.96 / Avg: 956.88 / Max: 961.84Min: 439.5 / Avg: 445.59 / Max: 448.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off20406080100SE +/- 0.15, N = 3SE +/- 0.21, N = 3SE +/- 0.74, N = 341.5150.11107.62MIN: 27.82 / MAX: 338.88-march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi - MIN: 38.98 / MAX: 166.69-march=native -mno-avx512f - MIN: 83.48 / MAX: 216.071. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off20406080100Min: 41.27 / Avg: 41.51 / Max: 41.79Min: 49.85 / Avg: 50.11 / Max: 50.52Min: 106.87 / Avg: 107.62 / Max: 109.11. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off3K6K9K12K15KSE +/- 76.29, N = 3SE +/- 45.37, N = 3SE +/- 43.59, N = 31197690968162-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-O3 -march=native -mno-avx512f1. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off2K4K6K8K10KMin: 11855 / Avg: 11976 / Max: 12117Min: 9020 / Avg: 9096.33 / Max: 9177Min: 8076 / Avg: 8162.33 / Max: 82161. (CXX) g++ options: -flto -pthread

Geometric Mean Of All Test Results

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Intel Xeon Platinum 8490H Linux Benchmarks, AMD EPYC 4th Gen AVX-512 ComparisonXeon Platinum 8490H 2PAVX-512 OnAVX-512 Off306090120150157.93116.5061.20

17 Results Shown

OpenVINO:
  Face Detection FP16 - CPU:
    FPS
    ms
  Face Detection FP16-INT8 - CPU:
    FPS
  Age Gender Recognition Retail 0013 FP16 - CPU:
    FPS
    ms
  Person Detection FP16 - CPU:
    FPS
    ms
  Person Detection FP32 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16-INT8 - CPU:
    FPS
  Weld Porosity Detection FP16 - CPU:
    FPS
    ms
  Person Vehicle Bike Detection FP16 - CPU:
    FPS
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
LeelaChessZero
Geometric Mean Of All Test Results