Intel 5th Gen Xeon AVX-512 Comparison

2 x INTEL XEON PLATINUM 8592 AVX-512 Emerald Rapids vs. Sapphire Rapids 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 2312146-NE-INTELAVX523
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Sapphire Rapids: AVX-512 On
December 02 2023
  3 Hours, 51 Minutes
Sapphire Rapids: AVX-512 Off
December 03 2023
  4 Hours, 20 Minutes
Emerald Rapids: AVX-512 On
December 11 2023
  4 Hours, 22 Minutes
Emerald Rapids: AVX-512 Off
December 11 2023
  4 Hours, 57 Minutes
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  4 Hours, 23 Minutes

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ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelCompilerFile-SystemScreen ResolutionSapphire RapidsEmerald Rapids AVX-512 On AVX-512 Off AVX-512 On AVX-512 Off2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads)Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)Intel Device 1bce1008GB3201GB Micron_7450_MTFDKCB3T2TFSASPEED2 x Intel X710 for 10GBASE-TUbuntu 23.106.5.0-13-generic (x86_64)GCC 13.2.0ext41920x10802 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads)Quanta Cloud S6Q-MB-MPS (3B05.TEL4P1 BIOS)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Sapphire Rapids: AVX-512 On: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0004d0- Sapphire Rapids: AVX-512 Off: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0004d0- Emerald Rapids: AVX-512 On: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x21000161- Emerald Rapids: AVX-512 Off: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x21000161Python Details- Python 3.11.6Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

minibude: OpenMP - BM1minibude: OpenMP - BM2openvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objminibude: OpenMP - BM1minibude: OpenMP - BM2tensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 64 - ResNet-50openvkl: vklBenchmarkCPU ISPCospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 16 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 16 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUospray-studio: 1 - 1080p - 1 - Path Tracer - CPUospray-studio: 3 - 1080p - 1 - Path Tracer - CPUospray-studio: 1 - 1080p - 16 - Path Tracer - CPUospray-studio: 1 - 1080p - 32 - Path Tracer - CPUospray-studio: 3 - 1080p - 16 - Path Tracer - CPUospray-studio: 3 - 1080p - 32 - Path Tracer - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUy-cruncher: 1By-cruncher: 5By-cruncher: 500MSapphire RapidsEmerald Rapids AVX-512 On AVX-512 Off AVX-512 On AVX-512 Off136.743138.656218.62637.73637.783887.30412.8614944.261528.735759.7126917.0120980.691894.49742.5147113.297556.524381.75144820.35151891.46124.0863152.5351131.84663418.5753466.39485.6466.18103.28270535.888235.243215.0832830.9598891062140543302616796384832262683545708942318457137.0947.0147.007.70290.158.0219.6020.734.385.7163.2740.192.5315.7627.330.370.294.91428.6042.29383.61888.56721.89214.94213.061749.9885.026859.86923.473688.322463.9813852.881645.03212.638773.982564.091075.6565805.38129576.78113.1300141.1111122.33482090.4452214.18257.8447.2268.42215523.658522.52119.22521896.529103512261648638309196044446026330941668326491799341355.33139.44140.6417.12352.0817.4632.4532.5148.488.6572.89140.6813.6611.69111.631.750.576.33836.6372.907212.535199.028236.14747.49747.774765.95538.2718384.831884.998921.9732234.0424769.102389.551097.8249132.9910161.315105.95114369.66123447.74151.4667200.9029174.38435313.3664975.69572.0649.2697.85324542.654541.610917.04091331.74749886121252382514345327231892233017605335747146135.3742.7642.746.69237.366.9516.9514.333.935.1553.5129.072.4412.5524.870.460.45.23327.0582.754135.703124.48024.67238.22237.772116.6494.578208.881159.934277.312822.7115101.291882.97276.639439.922988.911166.1863672.97101244.00137.6227181.8347159.48323392.5683112.00553.6039.0666.08236523.410020.937410.566742341.1489310551425733603171513878722527935857218424285961287.11134.18134.4415.10337.6915.5827.5629.9145.328.4667.93115.3513.5510.69109.751.70.636.54033.6803.109OpenBenchmarking.org

CPU Temperature Monitor

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringAVX-512 OnAVX-512 Off1326395265Min: 22 / Avg: 48.5 / Max: 59Min: 25 / Avg: 51.04 / Max: 61Min: 29 / Avg: 53.19 / Max: 66Min: 30 / Avg: 54 / Max: 64

CPU Peak Freq (Highest CPU Core Frequency) Monitor

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringAVX-512 OnAVX-512 Off10002000300040005000Min: 500 / Avg: 2841.09 / Max: 3519Min: 800 / Avg: 2870.28 / Max: 5743Min: 800 / Avg: 2954.57 / Max: 3913Min: 500 / Avg: 3017.93 / Max: 3917

CPU Power Consumption Monitor

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringAVX-512 OnAVX-512 Off160320480640800Min: 72.02 / Avg: 574.93 / Max: 770.09Min: 67.03 / Avg: 598.76 / Max: 762.66Min: 103.63 / Avg: 583.08 / Max: 772.16Min: 99.6 / Avg: 589.71 / Max: 894.8

miniBUDE

Emerald RapidsSapphire RapidsOpenBenchmarking.orgBillion Interactions/s Per Watt, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2AVX-512 OnAVX-512 Off0.0720.1440.2160.2880.360.3200.1960.2440.154

Emerald RapidsSapphire RapidsOpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX-512 OnAVX-512 Off50100150200250SE +/- 0.15, N = 8SE +/- 0.03, N = 7SE +/- 0.52, N = 7SE +/- 0.69, N = 5212.54135.70136.7483.621. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Emerald RapidsSapphire RapidsOpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2AVX-512 OnAVX-512 Off4080120160200SE +/- 1.98, N = 15SE +/- 0.97, N = 15SE +/- 0.71, N = 3SE +/- 0.22, N = 3199.03124.48138.6688.571. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

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.

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUAVX-512 OnAVX-512 Off50100150200250SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3236.1424.67218.6221.891. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUAVX-512 OnAVX-512 Off160320480640800SE +/- 0.82, N = 3SE +/- 0.31, N = 3SE +/- 0.66, N = 3SE +/- 0.08, N = 3747.49238.22637.73214.941. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUAVX-512 OnAVX-512 Off160320480640800SE +/- 1.03, N = 3SE +/- 0.09, N = 3SE +/- 0.38, N = 3SE +/- 0.26, N = 3747.77237.77637.78213.061. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUAVX-512 OnAVX-512 Off10002000300040005000SE +/- 1.59, N = 3SE +/- 1.56, N = 3SE +/- 1.67, N = 3SE +/- 0.53, N = 34765.952116.643887.301749.981. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off120240360480600SE +/- 0.53, N = 3SE +/- 0.10, N = 3SE +/- 2.15, N = 3SE +/- 0.06, N = 3538.2794.57412.8685.021. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUAVX-512 OnAVX-512 Off4K8K12K16K20KSE +/- 5.71, N = 3SE +/- 2.90, N = 3SE +/- 24.24, N = 3SE +/- 3.57, N = 318384.838208.8814944.266859.861. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUAVX-512 OnAVX-512 Off400800120016002000SE +/- 1.06, N = 3SE +/- 0.98, N = 3SE +/- 1.66, N = 3SE +/- 0.24, N = 31884.991159.931528.73923.471. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off2K4K6K8K10KSE +/- 8.09, N = 3SE +/- 0.66, N = 3SE +/- 11.71, N = 3SE +/- 3.58, N = 38921.974277.315759.713688.321. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUAVX-512 OnAVX-512 Off7K14K21K28K35KSE +/- 24.15, N = 3SE +/- 0.50, N = 3SE +/- 29.04, N = 3SE +/- 2.47, N = 332234.042822.7126917.012463.981. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off5K10K15K20K25KSE +/- 20.85, N = 3SE +/- 8.51, N = 3SE +/- 25.65, N = 3SE +/- 9.76, N = 324769.1015101.2920980.6913852.881. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off5001000150020002500SE +/- 2.91, N = 3SE +/- 0.40, N = 3SE +/- 1.25, N = 3SE +/- 0.20, N = 32389.551882.971894.491645.031. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUAVX-512 OnAVX-512 Off2004006008001000SE +/- 1.48, N = 3SE +/- 0.41, N = 3SE +/- 1.33, N = 3SE +/- 1.82, N = 31097.82276.63742.51212.631. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off11K22K33K44K55KSE +/- 80.54, N = 3SE +/- 3.35, N = 3SE +/- 54.78, N = 3SE +/- 3.89, N = 349132.999439.9247113.298773.981. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUAVX-512 OnAVX-512 Off2K4K6K8K10KSE +/- 3.93, N = 3SE +/- 0.72, N = 3SE +/- 6.80, N = 3SE +/- 1.81, N = 310161.312988.917556.522564.091. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUAVX-512 OnAVX-512 Off11002200330044005500SE +/- 0.84, N = 3SE +/- 10.88, N = 7SE +/- 26.63, N = 3SE +/- 10.21, N = 155105.951166.184381.751075.651. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX-512 OnAVX-512 Off30K60K90K120K150KSE +/- 735.86, N = 3SE +/- 51.71, N = 3SE +/- 898.88, N = 3SE +/- 52.05, N = 3144820.3565805.38114369.6663672.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off30K60K90K120K150KSE +/- 547.74, N = 3SE +/- 1069.55, N = 3SE +/- 940.07, N = 3SE +/- 496.38, N = 3151891.46129576.78123447.74101244.001. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownAVX-512 OnAVX-512 Off306090120150SE +/- 0.55, N = 7SE +/- 0.23, N = 7SE +/- 0.36, N = 6SE +/- 0.27, N = 6151.47137.62124.09113.13

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonAVX-512 OnAVX-512 Off4080120160200SE +/- 0.38, N = 8SE +/- 0.30, N = 7SE +/- 0.33, N = 7SE +/- 0.22, N = 7200.90181.83152.54141.11

Emerald RapidsSapphire RapidsOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragon ObjAVX-512 OnAVX-512 Off4080120160200SE +/- 0.52, N = 4SE +/- 0.19, N = 4SE +/- 0.26, N = 4SE +/- 0.21, N = 3174.38159.48131.85122.33

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

Emerald RapidsSapphire RapidsOpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX-512 OnAVX-512 Off11002200330044005500SE +/- 3.87, N = 8SE +/- 0.74, N = 7SE +/- 12.90, N = 7SE +/- 17.21, N = 55313.373392.573418.582090.451. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Emerald RapidsSapphire RapidsOpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2AVX-512 OnAVX-512 Off11002200330044005500SE +/- 49.58, N = 15SE +/- 24.22, N = 15SE +/- 17.85, N = 3SE +/- 5.42, N = 34975.703112.013466.392214.181. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

TensorFlow

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50AVX-512 OnAVX-512 Off0.0320.0640.0960.1280.160.1420.0970.1240.094

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50AVX-512 OnAVX-512 Off0.0380.0760.1140.1520.190.1690.1130.1650.119

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50AVX-512 OnAVX-512 Off20406080100SE +/- 0.22, N = 3SE +/- 0.36, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 385.6457.8472.0653.60

Emerald RapidsSapphire RapidsOpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50AVX-512 OnAVX-512 Off0.04610.09220.13830.18440.23050.2050.1380.1880.126

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50AVX-512 OnAVX-512 Off1530456075SE +/- 0.31, N = 3SE +/- 0.28, N = 3SE +/- 0.41, N = 3SE +/- 0.20, N = 366.1847.2249.2639.06

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50AVX-512 OnAVX-512 Off20406080100SE +/- 0.75, N = 3SE +/- 0.39, N = 3SE +/- 0.16, N = 3SE +/- 0.58, N = 3103.2868.4297.8566.08

OpenVKL

Emerald RapidsSapphire RapidsOpenBenchmarking.orgItems / Sec Per Watt, More Is BetterOpenVKL 2.0.0Benchmark: vklBenchmarkCPU ISPCAVX-512 OnAVX-512 Off1.1482.2963.4444.5925.745.1023.8924.2583.356

Emerald RapidsSapphire RapidsOpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 2.0.0Benchmark: vklBenchmarkCPU ISPCAVX-512 OnAVX-512 Off7001400210028003500SE +/- 30.78, N = 3SE +/- 6.36, N = 3SE +/- 3.84, N = 3SE +/- 4.04, N = 33245236527052155

OSPRay

Emerald RapidsSapphire RapidsOpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeAVX-512 OnAVX-512 Off0.01460.02920.04380.05840.0730.0650.0390.0550.036

Emerald RapidsSapphire RapidsOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeAVX-512 OnAVX-512 Off1020304050SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 342.6523.4135.8923.66

Emerald RapidsSapphire RapidsOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeAVX-512 OnAVX-512 Off918273645SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 341.6120.9435.2422.52

Emerald RapidsSapphire RapidsOpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeAVX-512 OnAVX-512 Off0.00650.0130.01950.0260.03250.0290.0180.0240.015

Emerald RapidsSapphire RapidsOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeAVX-512 OnAVX-512 Off48121620SE +/- 0.20744, N = 4SE +/- 0.07557, N = 15SE +/- 0.14483, N = 15SE +/- 0.13104, N = 1517.0409010.5667415.083209.22521

Y-Cruncher

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterY-Cruncher 0.8.2CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 3268.42 / Max: 3908Min: 800 / Avg: 3155.23 / Max: 3908Min: 800 / Avg: 2846.32 / Max: 3512Min: 800 / Avg: 2798.17 / Max: 3511

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterY-Cruncher 0.8.2CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2895.61 / Max: 3907Min: 800 / Avg: 2830.68 / Max: 3904Min: 800 / Avg: 2783.21 / Max: 3509Min: 800 / Avg: 2736.78 / Max: 3509

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterY-Cruncher 0.8.2CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 3445.48 / Max: 3908Min: 800 / Avg: 3313.53 / Max: 3907Min: 800 / Avg: 2852.57 / Max: 3515Min: 800 / Avg: 2850.7 / Max: 3510

oneDNN

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2962.65 / Max: 3907Min: 800 / Avg: 2951.28 / Max: 3906Min: 800 / Avg: 2905.96 / Max: 3509Min: 800 / Avg: 2857.85 / Max: 3512

OSPRay Studio

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2996.59 / Max: 3908Min: 800 / Avg: 2954.22 / Max: 3907Min: 800 / Avg: 2906.5 / Max: 3502Min: 800 / Avg: 2870.25 / Max: 3511

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 3008.77 / Max: 3904Min: 800 / Avg: 2999.39 / Max: 3906Min: 800 / Avg: 2934.05 / Max: 3501Min: 800 / Avg: 2894.68 / Max: 3510

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2984.18 / Max: 3906Min: 800 / Avg: 2854.58 / Max: 3904Min: 800 / Avg: 2899.72 / Max: 3511Min: 800 / Avg: 2759.25 / Max: 3516

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 3089.22 / Max: 3904Min: 800 / Avg: 2818.6 / Max: 3903Min: 800 / Avg: 2936.5 / Max: 3509Min: 800 / Avg: 2898.85 / Max: 3501

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2959.45 / Max: 3908Min: 800 / Avg: 2852.57 / Max: 3908Min: 800 / Avg: 2890.48 / Max: 3509Min: 800 / Avg: 2839.81 / Max: 3512

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 3036.33 / Max: 3904Min: 800 / Avg: 2986.32 / Max: 3905Min: 800 / Avg: 2969.61 / Max: 3515Min: 800 / Avg: 2910.39 / Max: 3509

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2951.28 / Max: 3909Min: 800 / Avg: 2911.78 / Max: 3908Min: 800 / Avg: 2895.53 / Max: 3513Min: 800 / Avg: 2860.68 / Max: 3508

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2918.01 / Max: 3904Min: 500 / Avg: 2883.43 / Max: 3904Min: 800 / Avg: 2879.74 / Max: 3503Min: 800 / Avg: 2867.16 / Max: 3507

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2958.37 / Max: 3904Min: 800 / Avg: 2892.35 / Max: 3905Min: 800 / Avg: 2884.44 / Max: 3508Min: 800 / Avg: 2852.98 / Max: 3501

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2907.46 / Max: 3904Min: 800 / Avg: 2863.16 / Max: 3903Min: 800 / Avg: 2861.55 / Max: 3512Min: 800 / Avg: 2805.89 / Max: 3503

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2897.66 / Max: 3904Min: 800 / Avg: 2897.48 / Max: 3904Min: 800 / Avg: 2863.77 / Max: 3508Min: 800 / Avg: 2842.13 / Max: 3513

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.13CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2909.62 / Max: 3904Min: 800 / Avg: 2900.24 / Max: 3908Min: 800 / Avg: 2893.76 / Max: 3515Min: 800 / Avg: 2806.99 / Max: 3507

OpenVINO

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 3007.46 / Max: 3907Min: 800 / Avg: 2665.33 / Max: 3908Min: 800 / Avg: 2872.4 / Max: 3515Min: 800 / Avg: 2489.2 / Max: 3512

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2904.53 / Max: 3509Min: 800 / Avg: 2822.65 / Max: 3514Min: 800 / Avg: 2892 / Max: 3908Min: 800 / Avg: 2567.68 / Max: 3908

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2830.49 / Max: 3910Min: 800 / Avg: 2545.34 / Max: 3903Min: 800 / Avg: 2808.74 / Max: 3515Min: 800 / Avg: 2785.33 / Max: 3510

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2534.47 / Max: 3911Min: 800 / Avg: 2496.49 / Max: 3905Min: 800 / Avg: 2499.4 / Max: 3510Min: 800 / Avg: 2440.06 / Max: 3509

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2956.05 / Max: 3907Min: 800 / Avg: 2675.48 / Max: 3909Min: 800 / Avg: 2900.67 / Max: 3511Min: 800 / Avg: 2524.72 / Max: 3512

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2474.34 / Max: 3904Min: 800 / Avg: 2432.9 / Max: 3905Min: 800 / Avg: 2409.05 / Max: 3512Min: 800 / Avg: 2364.74 / Max: 3512

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2705.88 / Max: 3511Min: 800 / Avg: 2446.61 / Max: 3509Min: 800 / Avg: 2692.65 / Max: 3912Min: 800 / Avg: 2429.46 / Max: 3910

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 2588.47 / Max: 3509Min: 800 / Avg: 2466.01 / Max: 3511Min: 800 / Avg: 2584.05 / Max: 3907Min: 800 / Avg: 2369.5 / Max: 3907

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2912.9 / Max: 3907Min: 800 / Avg: 2334.49 / Max: 3904Min: 800 / Avg: 2823.12 / Max: 3513Min: 800 / Avg: 2246.35 / Max: 3510

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2937.64 / Max: 3910Min: 800 / Avg: 2523.87 / Max: 3907Min: 800 / Avg: 2890.23 / Max: 3515Min: 800 / Avg: 2335.95 / Max: 3514

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2654.51 / Max: 3908Min: 800 / Avg: 2552.5 / Max: 3909Min: 800 / Avg: 2542 / Max: 3511Min: 800 / Avg: 2452.95 / Max: 3510

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2833.67 / Max: 3907Min: 800 / Avg: 2755.35 / Max: 3904Min: 800 / Avg: 2778.23 / Max: 3515Min: 800 / Avg: 2690.93 / Max: 3512

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2931.15 / Max: 3905Min: 800 / Avg: 2316.34 / Max: 3904Min: 800 / Avg: 2808.93 / Max: 3508Min: 800 / Avg: 2252.6 / Max: 3510

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2849.9 / Max: 3513Min: 800 / Avg: 2456.27 / Max: 3513Min: 800 / Avg: 2825.64 / Max: 3908Min: 800 / Avg: 2526.74 / Max: 3905

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 2890.31 / Max: 3904Min: 800 / Avg: 2629.98 / Max: 3905Min: 800 / Avg: 2813.17 / Max: 3514Min: 800 / Avg: 2457.57 / Max: 3510

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OnAVX-512 Off7001400210028003500Min: 800 / Avg: 3132.4 / Max: 3904Min: 800 / Avg: 2666.29 / Max: 3914Min: 800 / Avg: 2659.67 / Max: 3511Min: 800 / Avg: 2573.11 / Max: 3516

Emerald RapidsSapphire RapidsOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) MonitorAVX-512 OffAVX-512 On7001400210028003500Min: 800 / Avg: 3332.23 / Max: 3906Min: 800 / Avg: 3150.41 / Max: 3904Min: 800 / Avg: 2829.36 / Max: 3513Min: 800 / Avg: 2693.5 / Max: 3506

Y-Cruncher

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterY-Cruncher 0.8.2CPU Temperature MonitorAVX-512 OnAVX-512 Off1020304050Min: 36 / Avg: 40.69 / Max: 47Min: 37 / Avg: 42.99 / Max: 49Min: 41 / Avg: 44.12 / Max: 50Min: 40 / Avg: 44.62 / Max: 49

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterY-Cruncher 0.8.2CPU Temperature MonitorAVX-512 OnAVX-512 Off1122334455Min: 32 / Avg: 44.12 / Max: 51Min: 34 / Avg: 47.63 / Max: 55Min: 37 / Avg: 48.55 / Max: 55Min: 37 / Avg: 49.71 / Max: 57

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterY-Cruncher 0.8.2CPU Temperature MonitorAVX-512 OnAVX-512 Off1020304050Min: 34 / Avg: 37.36 / Max: 43Min: 36 / Avg: 40.27 / Max: 47Min: 37 / Avg: 40.47 / Max: 46Min: 38 / Avg: 41.46 / Max: 47

oneDNN

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.3CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 36 / Avg: 47.82 / Max: 52Min: 38 / Avg: 50.66 / Max: 54Min: 35 / Avg: 52.1 / Max: 59Min: 35 / Avg: 52.63 / Max: 57

OSPRay Studio

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 35 / Avg: 48.28 / Max: 54Min: 37 / Avg: 49.82 / Max: 57Min: 39 / Avg: 51.01 / Max: 59Min: 39 / Avg: 52.09 / Max: 59

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 36 / Avg: 48.71 / Max: 54Min: 37 / Avg: 49.96 / Max: 57Min: 39 / Avg: 51.38 / Max: 59Min: 39 / Avg: 52.36 / Max: 59

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OffAVX-512 On1224364860Min: 37 / Avg: 49.91 / Max: 56Min: 36 / Avg: 51.11 / Max: 56Min: 41 / Avg: 52.42 / Max: 59Min: 39 / Avg: 54.76 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 37 / Avg: 46.03 / Max: 53Min: 38 / Avg: 48.12 / Max: 55Min: 40 / Avg: 49.28 / Max: 57Min: 40 / Avg: 54.1 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 36 / Avg: 48.42 / Max: 55Min: 37 / Avg: 50.57 / Max: 57Min: 39 / Avg: 52.4 / Max: 59Min: 40 / Avg: 55.23 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1122334455Min: 37 / Avg: 46.82 / Max: 53Min: 37 / Avg: 48.42 / Max: 55Min: 39 / Avg: 49.75 / Max: 57Min: 41 / Avg: 49.81 / Max: 57

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 36 / Avg: 49.85 / Max: 56Min: 36 / Avg: 50.91 / Max: 57Min: 38 / Avg: 52.16 / Max: 59Min: 40 / Avg: 53.82 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 37 / Avg: 50.46 / Max: 56Min: 37 / Avg: 51.34 / Max: 57Min: 39 / Avg: 52.07 / Max: 59Min: 41 / Avg: 54.4 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 37 / Avg: 50 / Max: 56Min: 38 / Avg: 51.02 / Max: 57Min: 38 / Avg: 52.7 / Max: 59Min: 41 / Avg: 54.26 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 37 / Avg: 50.95 / Max: 57Min: 38 / Avg: 51.41 / Max: 57Min: 39 / Avg: 53.47 / Max: 59Min: 40 / Avg: 54.65 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 37 / Avg: 50.46 / Max: 56Min: 37 / Avg: 50.95 / Max: 57Min: 39 / Avg: 52.8 / Max: 59Min: 41 / Avg: 54.44 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.13CPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 37 / Avg: 50.81 / Max: 56Min: 37 / Avg: 50.92 / Max: 57Min: 39 / Avg: 53.61 / Max: 60Min: 41 / Avg: 54.83 / Max: 60

OpenVINO

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OffAVX-512 On1224364860Min: 35 / Avg: 51.37 / Max: 57Min: 36 / Avg: 51.42 / Max: 56Min: 37 / Avg: 54.55 / Max: 60Min: 38 / Avg: 55.73 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 38 / Avg: 51.7 / Max: 55Min: 37 / Avg: 51.8 / Max: 55Min: 40 / Avg: 55.35 / Max: 60Min: 41 / Avg: 56.47 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 38 / Avg: 51.96 / Max: 55Min: 37 / Avg: 52.1 / Max: 56Min: 40 / Avg: 55.88 / Max: 59Min: 42 / Avg: 56.49 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OffAVX-512 On1224364860Min: 37 / Avg: 51.81 / Max: 55Min: 38 / Avg: 52.28 / Max: 55Min: 40 / Avg: 56.14 / Max: 60Min: 42 / Avg: 56.43 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 38 / Avg: 51.9 / Max: 56Min: 38 / Avg: 52.8 / Max: 57Min: 42 / Avg: 55.99 / Max: 61Min: 41 / Avg: 56.46 / Max: 61

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OffAVX-512 On1224364860Min: 36 / Avg: 51.8 / Max: 55Min: 37 / Avg: 52.35 / Max: 56Min: 41 / Avg: 56 / Max: 59Min: 41 / Avg: 56.27 / Max: 59

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OffAVX-512 On1224364860Min: 37 / Avg: 52.15 / Max: 56Min: 38 / Avg: 52.34 / Max: 55Min: 41 / Avg: 56.23 / Max: 60Min: 41 / Avg: 56.66 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 38 / Avg: 52.42 / Max: 56Min: 37 / Avg: 52.7 / Max: 56Min: 41 / Avg: 56.01 / Max: 59Min: 42 / Avg: 56.5 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 39 / Avg: 53.16 / Max: 57Min: 38 / Avg: 53.49 / Max: 57Min: 41 / Avg: 56.79 / Max: 60Min: 41 / Avg: 57.39 / Max: 61

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 38 / Avg: 52.94 / Max: 56Min: 38 / Avg: 53.64 / Max: 57Min: 40 / Avg: 56.4 / Max: 60Min: 41 / Avg: 56.75 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OffAVX-512 On1224364860Min: 37 / Avg: 52.28 / Max: 56Min: 38 / Avg: 52.67 / Max: 57Min: 40 / Avg: 55.71 / Max: 59Min: 42 / Avg: 56.42 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OffAVX-512 On1224364860Min: 38 / Avg: 51.99 / Max: 56Min: 38 / Avg: 52.23 / Max: 55Min: 41 / Avg: 55.93 / Max: 60Min: 42 / Avg: 56.51 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 38 / Avg: 53.03 / Max: 56Min: 38 / Avg: 53.43 / Max: 57Min: 41 / Avg: 57.06 / Max: 60Min: 43 / Avg: 57.32 / Max: 60

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OffAVX-512 On1224364860Min: 38 / Avg: 51.96 / Max: 56Min: 38 / Avg: 52.29 / Max: 56Min: 41 / Avg: 56.04 / Max: 60Min: 42 / Avg: 56.39 / Max: 61

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 38 / Avg: 52.54 / Max: 56Min: 38 / Avg: 53.14 / Max: 56Min: 41 / Avg: 56.83 / Max: 60Min: 42 / Avg: 57.82 / Max: 61

Emerald RapidsSapphire RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1224364860Min: 42 / Avg: 49.55 / Max: 52Min: 41 / Avg: 55.93 / Max: 59Min: 39 / Avg: 49.89 / Max: 52Min: 38 / Avg: 52.66 / Max: 56

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature MonitorAVX-512 OnAVX-512 Off1122334455Min: 38 / Avg: 46.79 / Max: 49Min: 30 / Avg: 49.93 / Max: 56Min: 41 / Avg: 46.95 / Max: 50Min: 41 / Avg: 52.35 / Max: 55

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.3Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUAVX-512 OnAVX-512 Off5001000150020002500SE +/- 10.80, N = 3SE +/- 6.64, N = 3SE +/- 31.97, N = 15SE +/- 54.32, N = 15830.96896.531331.742341.141. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off2004006008001000SE +/- 1.20, N = 3SE +/- 2.03, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 37498938891035

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off30060090012001500SE +/- 0.88, N = 3SE +/- 6.17, N = 3SE +/- 0.00, N = 3SE +/- 1.67, N = 3886105510621226

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off4K8K12K16K20KSE +/- 96.72, N = 3SE +/- 152.25, N = 5SE +/- 14.66, N = 3SE +/- 24.36, N = 312125142571405416486

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off8K16K24K32K40KSE +/- 74.75, N = 3SE +/- 274.25, N = 3SE +/- 114.21, N = 3SE +/- 150.37, N = 323825336033302638309

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off4K8K12K16K20KSE +/- 108.89, N = 15SE +/- 155.10, N = 7SE +/- 52.30, N = 3SE +/- 18.90, N = 314345171511679619604

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off10K20K30K40K50KSE +/- 167.00, N = 3SE +/- 82.99, N = 3SE +/- 213.70, N = 3SE +/- 123.86, N = 332723387873848344460

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off60120180240300SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3189225226263

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off70140210280350SE +/- 0.00, N = 3SE +/- 2.41, N = 15SE +/- 0.00, N = 3SE +/- 0.33, N = 3223279268309

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off9001800270036004500SE +/- 7.00, N = 3SE +/- 23.43, N = 3SE +/- 1.86, N = 3SE +/- 5.17, N = 33017358535454166

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off2K4K6K8K10KSE +/- 27.24, N = 3SE +/- 60.01, N = 3SE +/- 17.64, N = 3SE +/- 8.69, N = 36053721870898326

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off11002200330044005500SE +/- 10.48, N = 3SE +/- 19.40, N = 3SE +/- 2.40, N = 3SE +/- 8.21, N = 33574424242314917

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUAVX-512 OnAVX-512 Off2K4K6K8K10KSE +/- 43.03, N = 3SE +/- 101.69, N = 3SE +/- 11.85, N = 3SE +/- 37.24, N = 37146859684579934

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.

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUAVX-512 OnAVX-512 Off30060090012001500SE +/- 0.03, N = 3SE +/- 2.43, N = 3SE +/- 0.07, N = 3SE +/- 4.01, N = 3135.371287.11137.091355.331. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUAVX-512 OnAVX-512 Off306090120150SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 342.76134.1847.01139.441. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUAVX-512 OnAVX-512 Off306090120150SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 342.74134.4447.00140.641. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUAVX-512 OnAVX-512 Off48121620SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.6915.107.7017.121. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off80160240320400SE +/- 0.24, N = 3SE +/- 0.38, N = 3SE +/- 1.52, N = 3SE +/- 0.22, N = 3237.36337.69290.15352.081. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUAVX-512 OnAVX-512 Off48121620SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.9515.588.0217.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUAVX-512 OnAVX-512 Off816243240SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 316.9527.5619.6032.451. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 314.3329.9120.7332.511. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUAVX-512 OnAVX-512 Off1122334455SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 33.9345.324.3848.481. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.158.465.718.651. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off1632486480SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 353.5167.9363.2772.891. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUAVX-512 OnAVX-512 Off306090120150SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 1.21, N = 329.07115.3540.19140.681. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off48121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.4413.552.5313.661. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUAVX-512 OffAVX-512 On48121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 310.6912.5511.6915.761. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Emerald RapidsSapphire RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUAVX-512 OnAVX-512 Off20406080100SE +/- 0.01, N = 3SE +/- 1.00, N = 7SE +/- 0.15, N = 3SE +/- 1.05, N = 1524.87109.7527.33111.631. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX-512 OnAVX-512 Off0.39380.78761.18141.57521.969SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 30.371.750.461.701. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -std=c++11 -fPIC -fvisibility=hidden -mavx2 -mfma -MD -MT -MF

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX-512 OnAVX-512 Off0.14180.28360.42540.56720.709SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.290.570.400.631. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Y-Cruncher

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.2Pi Digits To Calculate: 1BAVX-512 OnAVX-512 Off246810SE +/- 0.003, N = 5SE +/- 0.007, N = 5SE +/- 0.021, N = 5SE +/- 0.026, N = 54.9146.3385.2336.540

Emerald RapidsSapphire RapidsOpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.2Pi Digits To Calculate: 5BAVX-512 OnAVX-512 Off816243240SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 327.0633.6828.6036.64

Sapphire RapidsEmerald RapidsOpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.2Pi Digits To Calculate: 500MAVX-512 OnAVX-512 Off0.69951.3992.09852.7983.4975SE +/- 0.003, N = 7SE +/- 0.005, N = 7SE +/- 0.022, N = 7SE +/- 0.017, N = 72.2932.9072.7543.109

140 Results Shown

CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Megahertz
    Watts
  OpenMP - BM2:
    Billion Interactions/s Per Watt
miniBUDE:
  OpenMP - BM1
  OpenMP - BM2
OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Face Detection Retail FP16 - CPU
  Road Segmentation ADAS FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Handwritten English Recognition FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
miniBUDE:
  OpenMP - BM1
  OpenMP - BM2
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 32 - ResNet-50
TensorFlow
TensorFlow
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 64 - ResNet-50
OpenVKL
OpenVKL
OSPRay
OSPRay:
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
OSPRay
OSPRay
Y-Cruncher:
  CPU Peak Freq (Highest CPU Core Frequency) Monitor:
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
  CPU Temp Monitor:
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
oneDNN
OSPRay Studio:
  1 - 4K - 1 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 16 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  3 - 4K - 16 - Path Tracer - CPU
  3 - 4K - 32 - Path Tracer - CPU
  1 - 1080p - 1 - Path Tracer - CPU
  3 - 1080p - 1 - Path Tracer - CPU
  1 - 1080p - 16 - Path Tracer - CPU
  1 - 1080p - 32 - Path Tracer - CPU
  3 - 1080p - 16 - Path Tracer - CPU
  3 - 1080p - 32 - Path Tracer - CPU
OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Face Detection Retail FP16 - CPU
  Road Segmentation ADAS FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Handwritten English Recognition FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
Y-Cruncher:
  1B
  5B
  500M