Ryzen 7 7840U AMD Zen 4 AVX-512 Analysis

Benchmarks by Michael Larabel for a future article. Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 16GB on Ubuntu 23.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2307119-NE-2307108NE50
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  Test
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Core i7 1065G7: AVX512 Off
July 11 2023
  10 Hours, 47 Minutes
Core i7 1065G7: AVX512 On
July 10 2023
  12 Hours, 43 Minutes
Core i7 1165G7: AVX512 Off
July 09 2023
  13 Hours, 41 Minutes
Core i7 1165G7: AVX512 On
July 08 2023
  13 Hours, 7 Minutes
Ryzen 7 7840U: AVX512 Off
July 08 2023
  8 Hours, 48 Minutes
Ryzen 7 7840U: AVX512 On
July 08 2023
  7 Hours, 18 Minutes
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  11 Hours, 4 Minutes

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ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionCore i7 1065G7Core i7 1165G7Ryzen 7 7840U AVX512 Off AVX512 On AVX512 Off AVX512 On AVX512 Off AVX512 OnIntel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads)Dell 06CDVY (1.0.9 BIOS)Intel Ice Lake-LP DRAM16GBToshiba KBG40ZPZ512G NVMe 512GBIntel Iris Plus ICL GT2 16GB (1100MHz)Realtek ALC289Intel Ice Lake-LP PCH CNVi WiFiUbuntu 23.046.2.0-24-generic (x86_64)GNOME Shell 44.0X Server + Wayland4.6 Mesa 23.0.4-0ubuntu1~23.04.1GCC 12.2.0ext41920x1200Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)Dell 0GG9PT (3.15.0 BIOS)Intel Tiger Lake-LPKioxia KBG40ZNS256G NVMe 256GBIntel Xe TGL GT2 15GB (1300MHz)Intel Wi-Fi 6 AX2014.6 Mesa 23.0.2AMD Ryzen 7 7840U @ 3.30GHz (8 Cores / 16 Threads)PHX Ray_PEU (V1.04 BIOS)AMD Device 14e81024GB Micron_3400_MTFDKBA1T0TFHAMD Phoenix1 512MB (2700/400MHz)AMD Rembrandt Radeon HD AudioMEDIATEK MT7922 802.11ax PCIKDE Plasma 5.27.4X Server 1.21.1.74.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49)3200x2000OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-Pa930Z/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-Pa930Z/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- Core i7 1065G7: AVX512 Off: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xb8 - Thermald 2.5.2- Core i7 1065G7: AVX512 On: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xb8 - Thermald 2.5.2- Core i7 1165G7: AVX512 Off: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xa6 - Thermald 2.5.2- Core i7 1165G7: AVX512 On: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xa6 - Thermald 2.5.2- Ryzen 7 7840U: AVX512 Off: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa704101- Ryzen 7 7840U: AVX512 On: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa704101Python Details- Python 3.11.2Security Details- Core i7 1065G7: AVX512 Off: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Mitigation of Enhanced IBRS + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Core i7 1065G7: AVX512 On: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Mitigation of Enhanced IBRS + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Core i7 1165G7: AVX512 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Core i7 1165G7: AVX512 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 7 7840U: AVX512 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 - Ryzen 7 7840U: AVX512 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

embree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer ISPC - Crownopenvkl: vklBenchmark ISPCospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeospray: particle_volume/pathtracer/real_timeospray-studio: 1 - 1080p - 1 - Path Tracerospray-studio: 1 - 1080p - 32 - Path Tracerospray-studio: 1 - 4K - 1 - Path Tracerospray-studio: 1 - 4K - 32 - Path Tracerospray-studio: 3 - 1080p - 1 - Path Tracerospray-studio: 3 - 1080p - 32 - Path Tracerospray-studio: 3 - 4K - 1 - Path Tracerospray-studio: 3 - 4K - 32 - Path Traceronednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUcpuminer-opt: scryptcpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: Myriad-Groestlcpuminer-opt: Blake-2 Scpuminer-opt: x25xcpuminer-opt: Garlicoincpuminer-opt: Skeincoincpuminer-opt: LBC, LBRY Creditsopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - 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-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUminibude: OpenMP - BM1minibude: OpenMP - BM1libxsmm: 64tensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 16 - AlexNettensorflow: CPU - 16 - GoogLeNettensorflow: CPU - 64 - ResNet-50tensorflow: CPU - 64 - AlexNettensorflow: CPU - 64 - GoogLeNetCore i7 1065G7Core i7 1165G7Ryzen 7 7840U AVX512 Off AVX512 On AVX512 Off AVX512 On AVX512 Off AVX512 On3.91243.42152.9181410.5131350.4889890.75521149.105011072355240421651370317128434122315048616110468.533149.112955.7970412996.56705.3743.01150273733.1399990102.37717.47155406023.360.666046.151.233229.191756.762.251896.012.090.429570.620.419721.50125.2231.9462.6663.8481.3849.1560.3366.30100.7339.697.83510.1288.2493.53086.44.7927.3212.274.6732.1311.974.13483.61063.2056530.8488880.8283651.0343656.013910304335347408071317047123423997164882015718484.120713.155473.2110811513.95863.5775.83334038664.82192807118.901277.8924462162050.705677.942.701478.991972.412.012126.631.860.429526.090.419645.11262.3815.2467.8358.97148.1826.9857.2569.85102.0339.199.12438.37113.6474.54692.07.1838.4719.927.5146.6520.775.63035.01784.3653630.8780800.8333341.2579676.036277002436822947096785491012966753574511666124.879155.740303.593429315.504765.1062.57215655364.37150523156.601057.36229718840.501.013943.841.812198.132495.371.592804.431.410.656142.870.646247.58179.8122.2694.3642.40119.1633.5793.8142.63148.1326.9912.05331.58131.1875.247139.06.8736.8718.386.7744.9117.976.29755.51624.9448821.426821.397241.6762188.340469062195872668087044785072689823218910762022.481262.523681.895787357.333754.66132.795260312609282211175.051822.7734161245021.013968.313.911021.782780.431.423141.621.260.636290.160.636318.67375.4610.65100.6039.77224.2917.8281.4349.10149.6726.7013.22302.21161.7056.468137.19.7452.9728.6210.5164.5629.968.09177.23296.8556921.194871.137241.9576493.51824456147764180885979235707187853224797395752.869453.369981.680585003.232748.20128.055853313910315925348.692009.3863907220301.562570.313.181252.114781.191.655336.561.490.914390.070.914387.55344.8223.20170.2023.48237.4516.84131.1330.53212.1518.8317.13233.17290.69711.628155.38.8446.2125.788.5464.7924.879.95848.55957.91861141.988701.978142.46956101.8084192138553165675489035060161258190646287671.527071.616330.9444324354.172371.62166.578762726160531477374.952752.2778300439033.501143.206.91578.3510275.450.776240.041.271.782242.451.772252.82639.0512.49331.3112.05359.9711.10185.7221.53336.1311.8836.46109.68372.10014.884168.016.4477.6551.1916.74113.5848.05OpenBenchmarking.org

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.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonAVX512 OffAVX512 On3691215SE +/- 0.0463, N = 3SE +/- 0.0069, N = 3SE +/- 0.0607, N = 3SE +/- 0.0513, N = 15SE +/- 0.0474, N = 3SE +/- 0.0930, N = 33.91244.13485.63036.29758.09179.9584
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonAVX512 OffAVX512 On3691215Min: 3.85 / Avg: 3.91 / Max: 4Min: 4.12 / Avg: 4.13 / Max: 4.14Min: 5.56 / Avg: 5.63 / Max: 5.75Min: 6.08 / Avg: 6.3 / Max: 6.6Min: 8.02 / Avg: 8.09 / Max: 8.18Min: 9.81 / Avg: 9.96 / Max: 10.13

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjAVX512 OffAVX512 On246810SE +/- 0.0383, N = 3SE +/- 0.0178, N = 3SE +/- 0.0334, N = 3SE +/- 0.0350, N = 3SE +/- 0.0412, N = 3SE +/- 0.1142, N = 33.42153.61065.01785.51627.23298.5595
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjAVX512 OffAVX512 On3691215Min: 3.36 / Avg: 3.42 / Max: 3.49Min: 3.58 / Avg: 3.61 / Max: 3.63Min: 4.96 / Avg: 5.02 / Max: 5.08Min: 5.46 / Avg: 5.52 / Max: 5.58Min: 7.15 / Avg: 7.23 / Max: 7.28Min: 8.4 / Avg: 8.56 / Max: 8.78

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownAVX512 OffAVX512 On246810SE +/- 0.0178, N = 3SE +/- 0.0015, N = 3SE +/- 0.0485, N = 5SE +/- 0.0702, N = 3SE +/- 0.0389, N = 3SE +/- 0.0891, N = 32.91813.20564.36534.94486.85567.9186
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownAVX512 OffAVX512 On3691215Min: 2.9 / Avg: 2.92 / Max: 2.95Min: 3.2 / Avg: 3.21 / Max: 3.21Min: 4.28 / Avg: 4.37 / Max: 4.55Min: 4.81 / Avg: 4.94 / Max: 5.05Min: 6.78 / Avg: 6.86 / Max: 6.91Min: 7.75 / Avg: 7.92 / Max: 8.05

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCAVX512 OffAVX512 On306090120150SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 1.30, N = 9SE +/- 1.61, N = 94153638292114
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCAVX512 OffAVX512 On20406080100Min: 41 / Avg: 41.33 / Max: 42Min: 52 / Avg: 53.33 / Max: 54Min: 63 / Avg: 63 / Max: 63Min: 82 / Avg: 82.33 / Max: 83Min: 89 / Avg: 92.11 / Max: 102Min: 110 / Avg: 113.78 / Max: 124

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeAVX512 OffAVX512 On0.44750.8951.34251.792.2375SE +/- 0.001192, N = 3SE +/- 0.001976, N = 3SE +/- 0.012598, N = 15SE +/- 0.021513, N = 15SE +/- 0.001291, N = 3SE +/- 0.013221, N = 30.5131350.8488880.8780801.4268201.1948701.988700
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeAVX512 OffAVX512 On246810Min: 0.51 / Avg: 0.51 / Max: 0.52Min: 0.85 / Avg: 0.85 / Max: 0.85Min: 0.84 / Avg: 0.88 / Max: 0.97Min: 1.36 / Avg: 1.43 / Max: 1.57Min: 1.19 / Avg: 1.19 / Max: 1.2Min: 1.97 / Avg: 1.99 / Max: 2.01

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeAVX512 OffAVX512 On0.44510.89021.33531.78042.2255SE +/- 0.000911, N = 3SE +/- 0.002072, N = 3SE +/- 0.012585, N = 15SE +/- 0.020565, N = 15SE +/- 0.003982, N = 3SE +/- 0.013755, N = 30.4889890.8283650.8333341.3972401.1372401.978140
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeAVX512 OffAVX512 On246810Min: 0.49 / Avg: 0.49 / Max: 0.49Min: 0.82 / Avg: 0.83 / Max: 0.83Min: 0.78 / Avg: 0.83 / Max: 0.93Min: 1.33 / Avg: 1.4 / Max: 1.52Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 1.95 / Avg: 1.98 / Max: 2

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeAVX512 OffAVX512 On0.55571.11141.66712.22282.7785SE +/- 0.001991, N = 3SE +/- 0.005484, N = 3SE +/- 0.018195, N = 15SE +/- 0.023168, N = 15SE +/- 0.006749, N = 3SE +/- 0.015506, N = 30.7552111.0343601.2579601.6762101.9576402.469560
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeAVX512 OffAVX512 On246810Min: 0.75 / Avg: 0.76 / Max: 0.76Min: 1.02 / Avg: 1.03 / Max: 1.04Min: 1.17 / Avg: 1.26 / Max: 1.38Min: 1.59 / Avg: 1.68 / Max: 1.85Min: 1.94 / Avg: 1.96 / Max: 1.97Min: 2.45 / Avg: 2.47 / Max: 2.5

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeAVX512 OffAVX512 On20406080100SE +/- 0.43, N = 3SE +/- 0.13, N = 3SE +/- 1.06, N = 12SE +/- 0.88, N = 3SE +/- 0.14, N = 3SE +/- 0.25, N = 349.1156.0176.0488.3493.52101.81
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeAVX512 OffAVX512 On20406080100Min: 48.25 / Avg: 49.11 / Max: 49.61Min: 55.85 / Avg: 56.01 / Max: 56.28Min: 70.11 / Avg: 76.04 / Max: 82.38Min: 87.06 / Avg: 88.34 / Max: 90.01Min: 93.34 / Avg: 93.52 / Max: 93.79Min: 101.36 / Avg: 101.81 / Max: 102.21

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.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OffAVX512 On2K4K6K8K10KSE +/- 136.38, N = 3SE +/- 2.60, N = 3SE +/- 2.73, N = 3SE +/- 4.48, N = 3SE +/- 46.49, N = 3SE +/- 36.74, N = 12110721030477006906445641921. (CXX) g++ options: -O3 -lm -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OffAVX512 On2K4K6K8K10KMin: 10799 / Avg: 11071.67 / Max: 11214Min: 10299 / Avg: 10303.67 / Max: 10308Min: 7695 / Avg: 7700.33 / Max: 7704Min: 6900 / Avg: 6906.33 / Max: 6915Min: 4394 / Avg: 4456 / Max: 4547Min: 3849 / Avg: 4192.17 / Max: 42881. (CXX) g++ options: -O3 -lm -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OffAVX512 On80K160K240K320K400KSE +/- 3658.24, N = 3SE +/- 1847.71, N = 3SE +/- 192.36, N = 3SE +/- 815.80, N = 3SE +/- 922.16, N = 3SE +/- 1719.79, N = 43552403353472436822195871477641385531. (CXX) g++ options: -O3 -lm -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OffAVX512 On60K120K180K240K300KMin: 347974 / Avg: 355239.67 / Max: 359618Min: 331673 / Avg: 335347 / Max: 337528Min: 243431 / Avg: 243682 / Max: 244060Min: 217956 / Avg: 219587 / Max: 220441Min: 146036 / Avg: 147764.33 / Max: 149186Min: 133843 / Avg: 138553 / Max: 1414521. (CXX) g++ options: -O3 -lm -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OffAVX512 On9K18K27K36K45KSE +/- 189.84, N = 3SE +/- 121.29, N = 3SE +/- 75.26, N = 3SE +/- 354.53, N = 3SE +/- 66.23, N = 3SE +/- 185.50, N = 44216540807294702668018088165671. (CXX) g++ options: -O3 -lm -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OffAVX512 On7K14K21K28K35KMin: 41883 / Avg: 42164.67 / Max: 42526Min: 40594 / Avg: 40807.33 / Max: 41014Min: 29325 / Avg: 29469.67 / Max: 29578Min: 26208 / Avg: 26679.67 / Max: 27374Min: 17981 / Avg: 18087.67 / Max: 18209Min: 16013 / Avg: 16566.5 / Max: 168001. (CXX) g++ options: -O3 -lm -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OffAVX512 On300K600K900K1200K1500KSE +/- 10697.42, N = 3SE +/- 1706.45, N = 3SE +/- 1928.99, N = 3SE +/- 954.05, N = 3SE +/- 5872.37, N = 3SE +/- 3927.76, N = 3137031713170479678548704475979235489031. (CXX) g++ options: -O3 -lm -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OffAVX512 On200K400K600K800K1000KMin: 1358900 / Avg: 1370316.67 / Max: 1391695Min: 1313703 / Avg: 1317047.33 / Max: 1319309Min: 964252 / Avg: 967853.67 / Max: 970852Min: 868616 / Avg: 870446.67 / Max: 871828Min: 591078 / Avg: 597923.33 / Max: 609611Min: 541062 / Avg: 548903 / Max: 5532371. (CXX) g++ options: -O3 -lm -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OffAVX512 On3K6K9K12K15KSE +/- 66.39, N = 3SE +/- 18.89, N = 3SE +/- 110.89, N = 12SE +/- 20.19, N = 3SE +/- 29.78, N = 3SE +/- 57.01, N = 3128431234291018507570750601. (CXX) g++ options: -O3 -lm -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OffAVX512 On2K4K6K8K10KMin: 12714 / Avg: 12843.33 / Max: 12934Min: 12305 / Avg: 12342.33 / Max: 12366Min: 8433 / Avg: 9100.5 / Max: 9378Min: 8485 / Avg: 8506.67 / Max: 8547Min: 5664 / Avg: 5706.67 / Max: 5764Min: 4955 / Avg: 5060 / Max: 51511. (CXX) g++ options: -O3 -lm -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OffAVX512 On90K180K270K360K450KSE +/- 449.20, N = 3SE +/- 557.19, N = 3SE +/- 2472.90, N = 3SE +/- 322.06, N = 3SE +/- 2250.38, N = 3SE +/- 466.38, N = 34122313997162966752689821878531612581. (CXX) g++ options: -O3 -lm -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OffAVX512 On70K140K210K280K350KMin: 411503 / Avg: 412231.33 / Max: 413051Min: 398921 / Avg: 399716.33 / Max: 400790Min: 292812 / Avg: 296674.67 / Max: 301281Min: 268368 / Avg: 268981.67 / Max: 269458Min: 183725 / Avg: 187853.33 / Max: 191470Min: 160336 / Avg: 161258.33 / Max: 1618401. (CXX) g++ options: -O3 -lm -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OffAVX512 On11K22K33K44K55KSE +/- 213.05, N = 3SE +/- 64.71, N = 3SE +/- 25.42, N = 3SE +/- 288.86, N = 3SE +/- 44.38, N = 3SE +/- 180.02, N = 35048648820357453218922479190641. (CXX) g++ options: -O3 -lm -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OffAVX512 On9K18K27K36K45KMin: 50060 / Avg: 50485.67 / Max: 50715Min: 48693 / Avg: 48819.67 / Max: 48906Min: 35702 / Avg: 35745 / Max: 35790Min: 31611 / Avg: 32188.67 / Max: 32484Min: 22391 / Avg: 22479 / Max: 22533Min: 18776 / Avg: 19063.67 / Max: 193951. (CXX) g++ options: -O3 -lm -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OffAVX512 On300K600K900K1200K1500KSE +/- 17616.28, N = 4SE +/- 4397.04, N = 3SE +/- 1916.25, N = 3SE +/- 1190.01, N = 3SE +/- 6114.98, N = 3SE +/- 4373.49, N = 316110461571848116661210762027395756287671. (CXX) g++ options: -O3 -lm -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OffAVX512 On300K600K900K1200K1500KMin: 1571159 / Avg: 1611045.5 / Max: 1657014Min: 1565594 / Avg: 1571847.67 / Max: 1580329Min: 1162782 / Avg: 1166611.67 / Max: 1168654Min: 1073900 / Avg: 1076201.67 / Max: 1077877Min: 727821 / Avg: 739575 / Max: 748378Min: 622415 / Avg: 628767.33 / Max: 6371511. (CXX) g++ options: -O3 -lm -ldl

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.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On246810SE +/- 0.14867, N = 12SE +/- 0.03695, N = 15SE +/- 0.06289, N = 3SE +/- 0.06304, N = 12SE +/- 0.03232, N = 3SE +/- 0.01623, N = 38.533144.120714.879152.481262.869451.527071. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On3691215Min: 6.9 / Avg: 8.53 / Max: 8.74Min: 3.78 / Avg: 4.12 / Max: 4.22Min: 4.77 / Avg: 4.88 / Max: 4.99Min: 2.22 / Avg: 2.48 / Max: 2.76Min: 2.83 / Avg: 2.87 / Max: 2.93Min: 1.51 / Avg: 1.53 / Max: 1.561. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On3691215SE +/- 0.20975, N = 15SE +/- 0.00826, N = 9SE +/- 0.01583, N = 9SE +/- 0.00396, N = 9SE +/- 0.03292, N = 15SE +/- 0.01465, N = 159.112953.155475.740302.523683.369981.616331. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On3691215Min: 8.11 / Avg: 9.11 / Max: 10.02Min: 3.11 / Avg: 3.16 / Max: 3.18Min: 5.63 / Avg: 5.74 / Max: 5.78Min: 2.5 / Avg: 2.52 / Max: 2.54Min: 3.23 / Avg: 3.37 / Max: 3.67Min: 1.54 / Avg: 1.62 / Max: 1.741. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On1.30432.60863.91295.21726.5215SE +/- 0.151107, N = 14SE +/- 0.106785, N = 15SE +/- 0.129867, N = 12SE +/- 0.060765, N = 12SE +/- 0.015865, N = 4SE +/- 0.005008, N = 45.7970403.2110803.5934201.8957801.6805800.9444321. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On246810Min: 3.83 / Avg: 5.8 / Max: 5.96Min: 2.05 / Avg: 3.21 / Max: 3.43Min: 2.96 / Avg: 3.59 / Max: 4.05Min: 1.58 / Avg: 1.9 / Max: 2.09Min: 1.64 / Avg: 1.68 / Max: 1.71Min: 0.93 / Avg: 0.94 / Max: 0.961. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On3K6K9K12K15KSE +/- 20.04, N = 3SE +/- 37.92, N = 3SE +/- 71.00, N = 3SE +/- 64.19, N = 15SE +/- 91.64, N = 15SE +/- 84.98, N = 1212996.5011513.909315.507357.335003.234354.171. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On2K4K6K8K10KMin: 12964.2 / Avg: 12996.5 / Max: 13033.2Min: 11438.2 / Avg: 11513.93 / Max: 11555.4Min: 9179.62 / Avg: 9315.5 / Max: 9419.12Min: 6933.25 / Avg: 7357.33 / Max: 7635.91Min: 4134.6 / Avg: 5003.23 / Max: 5296.23Min: 3765.03 / Avg: 4354.17 / Max: 4756.161. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On14002800420056007000SE +/- 4.80, N = 3SE +/- 35.60, N = 3SE +/- 39.98, N = 8SE +/- 45.38, N = 15SE +/- 10.85, N = 3SE +/- 20.46, N = 36705.375863.574765.103754.662748.202371.621. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUAVX512 OffAVX512 On12002400360048006000Min: 6699.41 / Avg: 6705.37 / Max: 6714.87Min: 5792.41 / Avg: 5863.57 / Max: 5901.17Min: 4501.38 / Avg: 4765.1 / Max: 4845.16Min: 3420.06 / Avg: 3754.66 / Max: 3911.36Min: 2731.97 / Avg: 2748.2 / Max: 2768.79Min: 2334.89 / Avg: 2371.62 / Max: 2405.621. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptAVX512 OffAVX512 On4080120160200SE +/- 0.08, N = 3SE +/- 0.36, N = 3SE +/- 1.99, N = 15SE +/- 2.62, N = 15SE +/- 0.43, N = 3SE +/- 0.83, N = 343.0175.8362.57132.79128.05166.571. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptAVX512 OffAVX512 On306090120150Min: 42.86 / Avg: 43.01 / Max: 43.11Min: 75.2 / Avg: 75.83 / Max: 76.43Min: 52.35 / Avg: 62.57 / Max: 70.23Min: 123.13 / Avg: 132.79 / Max: 148.92Min: 127.36 / Avg: 128.05 / Max: 128.83Min: 165.23 / Avg: 166.57 / Max: 168.11. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteAVX512 OffAVX512 On20K40K60K80K100KSE +/- 82.12, N = 3SE +/- 78.60, N = 3SE +/- 620.71, N = 15SE +/- 1028.89, N = 15SE +/- 69.60, N = 3SE +/- 217.36, N = 31502733403215655260358533876271. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteAVX512 OffAVX512 On15K30K45K60K75KMin: 14930 / Avg: 15026.67 / Max: 15190Min: 33250 / Avg: 33403.33 / Max: 33510Min: 19080 / Avg: 21565.33 / Max: 24360Min: 49720 / Avg: 52603.33 / Max: 59660Min: 58420 / Avg: 58533.33 / Max: 58660Min: 87380 / Avg: 87626.67 / Max: 880601. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Myriad-GroestlAVX512 OffAVX512 On6K12K18K24K30KSE +/- 11.01, N = 3SE +/- 236.00, N = 15SE +/- 152.81, N = 15SE +/- 290.93, N = 15SE +/- 62.45, N = 3SE +/- 73.71, N = 33733.138664.825364.3712609.0013910.0026160.001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Myriad-GroestlAVX512 OffAVX512 On5K10K15K20K25KMin: 3712.12 / Avg: 3733.13 / Max: 3749.34Min: 8113.31 / Avg: 8664.82 / Max: 10650Min: 4661.72 / Avg: 5364.37 / Max: 5985.47Min: 11810 / Avg: 12609.33 / Max: 14580Min: 13820 / Avg: 13910 / Max: 14030Min: 26050 / Avg: 26160 / Max: 263001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Blake-2 SAVX512 OffAVX512 On110K220K330K440K550KSE +/- 128.97, N = 3SE +/- 4676.57, N = 15SE +/- 3240.30, N = 15SE +/- 7085.48, N = 15SE +/- 2454.54, N = 15SE +/- 4566.14, N = 3999901928071505232822113159255314771. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Blake-2 SAVX512 OffAVX512 On90K180K270K360K450KMin: 99740 / Avg: 99990 / Max: 100170Min: 180200 / Avg: 192807.33 / Max: 229170Min: 138010 / Avg: 150522.67 / Max: 167190Min: 245900 / Avg: 282211.33 / Max: 330720Min: 299430 / Avg: 315924.67 / Max: 331560Min: 523180 / Avg: 531476.67 / Max: 5389301. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xAVX512 OffAVX512 On80160240320400SE +/- 0.33, N = 3SE +/- 3.24, N = 15SE +/- 4.42, N = 15SE +/- 4.73, N = 15SE +/- 0.87, N = 3SE +/- 2.44, N = 3102.37118.90156.60175.05348.69374.951. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xAVX512 OffAVX512 On70140210280350Min: 101.83 / Avg: 102.37 / Max: 102.96Min: 110.61 / Avg: 118.9 / Max: 146.85Min: 138.37 / Avg: 156.6 / Max: 174.24Min: 156.38 / Avg: 175.05 / Max: 195.85Min: 347.64 / Avg: 348.69 / Max: 350.41Min: 371.85 / Avg: 374.95 / Max: 379.761. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: GarlicoinAVX512 OffAVX512 On6001200180024003000SE +/- 1.36, N = 3SE +/- 35.57, N = 15SE +/- 29.55, N = 15SE +/- 36.88, N = 15SE +/- 17.03, N = 3SE +/- 15.25, N = 3717.471277.891057.361822.772009.382752.271. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: GarlicoinAVX512 OffAVX512 On5001000150020002500Min: 715.1 / Avg: 717.47 / Max: 719.81Min: 1160.46 / Avg: 1277.89 / Max: 1496.56Min: 940.92 / Avg: 1057.36 / Max: 1227.94Min: 1718.29 / Avg: 1822.77 / Max: 2068.37Min: 1982.19 / Avg: 2009.38 / Max: 2040.75Min: 2724.09 / Avg: 2752.27 / Max: 2776.471. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinAVX512 OffAVX512 On20K40K60K80K100KSE +/- 20.82, N = 3SE +/- 784.96, N = 15SE +/- 658.33, N = 15SE +/- 719.45, N = 15SE +/- 336.52, N = 3SE +/- 587.57, N = 31554024462229713416163907783001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinAVX512 OffAVX512 On14K28K42K56K70KMin: 15510 / Avg: 15540 / Max: 15580Min: 22210 / Avg: 24462 / Max: 32800Min: 20660 / Avg: 22970.67 / Max: 26580Min: 31890 / Avg: 34160.67 / Max: 38850Min: 63240 / Avg: 63906.67 / Max: 64320Min: 77130 / Avg: 78300 / Max: 789801. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsAVX512 OffAVX512 On9K18K27K36K45KSE +/- 27.56, N = 3SE +/- 314.90, N = 15SE +/- 230.96, N = 15SE +/- 524.03, N = 15SE +/- 83.27, N = 3SE +/- 327.43, N = 36023.3616205.008840.5024502.0022030.0043903.001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsAVX512 OffAVX512 On8K16K24K32K40KMin: 5994.95 / Avg: 6023.36 / Max: 6078.47Min: 15270 / Avg: 16204.67 / Max: 18580Min: 8039.34 / Avg: 8840.5 / Max: 10010Min: 22890 / Avg: 24502 / Max: 27330Min: 21910 / Avg: 22030 / Max: 22190Min: 43310 / Avg: 43903.33 / Max: 444401. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAVX512 OffAVX512 On0.78751.5752.36253.153.9375SE +/- 0.01, N = 9SE +/- 0.01, N = 15SE +/- 0.01, N = 14SE +/- 0.01, N = 3SE +/- 0.03, N = 15SE +/- 0.05, N = 120.660.701.011.011.563.501. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAVX512 OffAVX512 On246810Min: 0.65 / Avg: 0.66 / Max: 0.7Min: 0.66 / Avg: 0.7 / Max: 0.74Min: 1 / Avg: 1.01 / Max: 1.11Min: 1 / Avg: 1.01 / Max: 1.03Min: 1.46 / Avg: 1.56 / Max: 1.84Min: 3.35 / Avg: 3.5 / Max: 3.91. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAVX512 OffAVX512 On13002600390052006500SE +/- 41.88, N = 9SE +/- 53.93, N = 15SE +/- 28.27, N = 14SE +/- 38.46, N = 3SE +/- 44.91, N = 15SE +/- 15.69, N = 126046.155677.943943.843968.312570.311143.201. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAVX512 OffAVX512 On10002000300040005000Min: 5711.33 / Avg: 6046.15 / Max: 6095.13Min: 5407.83 / Avg: 5677.94 / Max: 6006.23Min: 3577.28 / Avg: 3943.84 / Max: 3987.88Min: 3891.53 / Avg: 3968.31 / Max: 4010.53Min: 2161.2 / Avg: 2570.31 / Max: 2734.63Min: 1024.85 / Avg: 1143.2 / Max: 1194.141. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On246810SE +/- 0.01, N = 3SE +/- 0.04, N = 13SE +/- 0.01, N = 15SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 31.232.701.813.913.186.911. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On3691215Min: 1.22 / Avg: 1.23 / Max: 1.26Min: 2.52 / Avg: 2.7 / Max: 3.1Min: 1.78 / Avg: 1.81 / Max: 1.98Min: 3.8 / Avg: 3.91 / Max: 4.29Min: 3.14 / Avg: 3.18 / Max: 3.22Min: 6.89 / Avg: 6.91 / Max: 6.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On7001400210028003500SE +/- 39.71, N = 3SE +/- 20.45, N = 13SE +/- 17.25, N = 15SE +/- 10.52, N = 15SE +/- 9.28, N = 3SE +/- 0.78, N = 33229.191478.992198.131021.781252.11578.351. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On6001200180024003000Min: 3149.85 / Avg: 3229.19 / Max: 3272.04Min: 1281.47 / Avg: 1478.99 / Max: 1580.76Min: 2009.41 / Avg: 2198.13 / Max: 2246.13Min: 929.87 / Avg: 1021.78 / Max: 1048.71Min: 1237.65 / Avg: 1252.11 / Max: 1269.41Min: 576.85 / Avg: 578.35 / Max: 579.461. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512 OffAVX512 On2K4K6K8K10KSE +/- 18.92, N = 4SE +/- 14.06, N = 15SE +/- 22.56, N = 15SE +/- 24.76, N = 15SE +/- 49.53, N = 5SE +/- 23.21, N = 31756.761972.412495.372780.434781.1910275.451. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512 OffAVX512 On2K4K6K8K10KMin: 1733.01 / Avg: 1756.76 / Max: 1813.27Min: 1893.78 / Avg: 1972.41 / Max: 2118.13Min: 2439.78 / Avg: 2495.37 / Max: 2756.94Min: 2716.35 / Avg: 2780.43 / Max: 3121.08Min: 4684.8 / Avg: 4781.19 / Max: 4967.08Min: 10245.86 / Avg: 10275.45 / Max: 10321.221. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512 OffAVX512 On0.50631.01261.51892.02522.5315SE +/- 0.02, N = 4SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.02, N = 5SE +/- 0.00, N = 32.252.011.591.421.650.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512 OffAVX512 On246810Min: 2.18 / Avg: 2.25 / Max: 2.28Min: 1.87 / Avg: 2.01 / Max: 2.09Min: 1.43 / Avg: 1.59 / Max: 1.62Min: 1.27 / Avg: 1.42 / Max: 1.45Min: 1.58 / Avg: 1.65 / Max: 1.68Min: 0.77 / Avg: 0.77 / Max: 0.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512 OffAVX512 On13002600390052006500SE +/- 20.61, N = 4SE +/- 16.58, N = 15SE +/- 33.60, N = 15SE +/- 25.48, N = 15SE +/- 61.26, N = 3SE +/- 89.90, N = 31896.012126.632804.433141.625336.566240.041. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512 OffAVX512 On11002200330044005500Min: 1871.85 / Avg: 1896.01 / Max: 1957.71Min: 2071.94 / Avg: 2126.63 / Max: 2274.58Min: 2689.21 / Avg: 2804.43 / Max: 3100.69Min: 3062.01 / Avg: 3141.62 / Max: 3427.4Min: 5215.02 / Avg: 5336.56 / Max: 5410.67Min: 6066.06 / Avg: 6240.04 / Max: 6366.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512 OffAVX512 On0.47030.94061.41091.88122.3515SE +/- 0.02, N = 4SE +/- 0.01, N = 15SE +/- 0.02, N = 15SE +/- 0.01, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 32.091.861.411.261.491.271. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512 OffAVX512 On246810Min: 2.02 / Avg: 2.09 / Max: 2.11Min: 1.74 / Avg: 1.86 / Max: 1.91Min: 1.28 / Avg: 1.41 / Max: 1.47Min: 1.15 / Avg: 1.26 / Max: 1.29Min: 1.47 / Avg: 1.49 / Max: 1.52Min: 1.25 / Avg: 1.27 / Max: 1.31. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAVX512 OffAVX512 On0.40050.8011.20151.6022.0025SE +/- 0.01, N = 4SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 12SE +/- 0.01, N = 15SE +/- 0.03, N = 120.420.420.650.630.911.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAVX512 OffAVX512 On246810Min: 0.41 / Avg: 0.42 / Max: 0.43Min: 0.41 / Avg: 0.42 / Max: 0.45Min: 0.64 / Avg: 0.65 / Max: 0.66Min: 0.62 / Avg: 0.63 / Max: 0.7Min: 0.88 / Avg: 0.91 / Max: 1Min: 1.69 / Avg: 1.78 / Max: 1.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAVX512 OffAVX512 On2K4K6K8K10KSE +/- 88.24, N = 4SE +/- 65.76, N = 15SE +/- 101.01, N = 3SE +/- 58.12, N = 12SE +/- 43.35, N = 15SE +/- 36.55, N = 129570.629526.096142.876290.164390.072242.451. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAVX512 OffAVX512 On17003400510068008500Min: 9305.96 / Avg: 9570.62 / Max: 9662.92Min: 8710.7 / Avg: 9526.09 / Max: 9714.75Min: 5940.94 / Avg: 6142.87 / Max: 6249.07Min: 5655.59 / Avg: 6290.16 / Max: 6382.17Min: 3992.51 / Avg: 4390.07 / Max: 4539.49Min: 2000.36 / Avg: 2242.45 / Max: 2353.131. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAVX512 OffAVX512 On0.39830.79661.19491.59321.9915SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 11SE +/- 0.01, N = 12SE +/- 0.00, N = 3SE +/- 0.02, N = 30.410.410.640.630.911.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAVX512 OffAVX512 On246810Min: 0.4 / Avg: 0.41 / Max: 0.42Min: 0.4 / Avg: 0.41 / Max: 0.45Min: 0.62 / Avg: 0.64 / Max: 0.68Min: 0.62 / Avg: 0.63 / Max: 0.69Min: 0.91 / Avg: 0.91 / Max: 0.92Min: 1.75 / Avg: 1.77 / Max: 1.81. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAVX512 OffAVX512 On2K4K6K8K10KSE +/- 114.44, N = 3SE +/- 79.32, N = 12SE +/- 45.70, N = 11SE +/- 47.81, N = 12SE +/- 16.00, N = 3SE +/- 21.58, N = 39721.509645.116247.586318.674387.552252.821. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAVX512 OffAVX512 On2K4K6K8K10KMin: 9493.93 / Avg: 9721.5 / Max: 9856.54Min: 8907.22 / Avg: 9645.11 / Max: 9881.63Min: 5808.87 / Avg: 6247.58 / Max: 6371.56Min: 5801.98 / Avg: 6318.67 / Max: 6410.83Min: 4355.58 / Avg: 4387.55 / Max: 4404.76Min: 2210.26 / Avg: 2252.82 / Max: 2280.281. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On140280420560700SE +/- 1.74, N = 3SE +/- 2.42, N = 15SE +/- 1.96, N = 15SE +/- 3.72, N = 15SE +/- 2.55, N = 15SE +/- 3.92, N = 3125.22262.38179.81375.46344.82639.051. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On110220330440550Min: 123.4 / Avg: 125.22 / Max: 128.7Min: 248.31 / Avg: 262.38 / Max: 281.34Min: 173.5 / Avg: 179.81 / Max: 197.31Min: 365.73 / Avg: 375.46 / Max: 408.26Min: 318.22 / Avg: 344.82 / Max: 353.91Min: 631.38 / Avg: 639.05 / Max: 644.271. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On714212835SE +/- 0.44, N = 3SE +/- 0.14, N = 15SE +/- 0.23, N = 15SE +/- 0.10, N = 15SE +/- 0.18, N = 15SE +/- 0.08, N = 331.9415.2422.2610.6523.2012.491. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On714212835Min: 31.06 / Avg: 31.94 / Max: 32.4Min: 14.2 / Avg: 15.24 / Max: 16.09Min: 20.26 / Avg: 22.26 / Max: 23.04Min: 9.78 / Avg: 10.65 / Max: 10.92Min: 22.59 / Avg: 23.2 / Max: 25.12Min: 12.39 / Avg: 12.49 / Max: 12.641. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAVX512 OffAVX512 On70140210280350SE +/- 0.76, N = 4SE +/- 0.72, N = 5SE +/- 0.83, N = 13SE +/- 0.90, N = 13SE +/- 1.57, N = 3SE +/- 3.20, N = 362.6667.8394.36100.60170.20331.311. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAVX512 OffAVX512 On60120180240300Min: 61.83 / Avg: 62.66 / Max: 64.92Min: 67.08 / Avg: 67.83 / Max: 70.69Min: 93.07 / Avg: 94.36 / Max: 104.24Min: 99.43 / Avg: 100.6 / Max: 111.44Min: 168.16 / Avg: 170.2 / Max: 173.28Min: 325.01 / Avg: 331.31 / Max: 335.441. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAVX512 OffAVX512 On1428425670SE +/- 0.75, N = 4SE +/- 0.60, N = 5SE +/- 0.34, N = 13SE +/- 0.33, N = 13SE +/- 0.22, N = 3SE +/- 0.12, N = 363.8458.9742.4039.7723.4812.051. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAVX512 OffAVX512 On1224364860Min: 61.58 / Avg: 63.84 / Max: 64.65Min: 56.55 / Avg: 58.97 / Max: 59.6Min: 38.35 / Avg: 42.4 / Max: 42.95Min: 35.87 / Avg: 39.77 / Max: 40.21Min: 23.05 / Avg: 23.48 / Max: 23.76Min: 11.9 / Avg: 12.05 / Max: 12.281. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On80160240320400SE +/- 0.91, N = 4SE +/- 1.56, N = 5SE +/- 0.88, N = 14SE +/- 1.42, N = 14SE +/- 2.68, N = 3SE +/- 3.22, N = 1581.38148.18119.16224.29237.45359.971. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On60120180240300Min: 80.34 / Avg: 81.38 / Max: 84.12Min: 146.48 / Avg: 148.18 / Max: 154.43Min: 117.87 / Avg: 119.16 / Max: 130.53Min: 222.16 / Avg: 224.29 / Max: 242.62Min: 232.65 / Avg: 237.45 / Max: 241.93Min: 352.02 / Avg: 359.97 / Max: 394.051. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On1122334455SE +/- 0.54, N = 4SE +/- 0.28, N = 5SE +/- 0.23, N = 14SE +/- 0.10, N = 14SE +/- 0.19, N = 3SE +/- 0.09, N = 1549.1526.9833.5717.8216.8411.101. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX512 OffAVX512 On1020304050Min: 47.53 / Avg: 49.15 / Max: 49.76Min: 25.88 / Avg: 26.98 / Max: 27.28Min: 30.62 / Avg: 33.57 / Max: 33.91Min: 16.47 / Avg: 17.82 / Max: 17.98Min: 16.52 / Avg: 16.84 / Max: 17.18Min: 10.13 / Avg: 11.1 / Max: 11.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX512 OffAVX512 On4080120160200SE +/- 0.69, N = 4SE +/- 0.73, N = 3SE +/- 0.98, N = 5SE +/- 0.67, N = 3SE +/- 1.48, N = 15SE +/- 2.58, N = 360.3357.2593.8181.43131.13185.721. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX512 OffAVX512 On306090120150Min: 59.57 / Avg: 60.33 / Max: 62.4Min: 56.47 / Avg: 57.25 / Max: 58.71Min: 92.4 / Avg: 93.81 / Max: 97.72Min: 80.42 / Avg: 81.43 / Max: 82.69Min: 124.82 / Avg: 131.13 / Max: 145.72Min: 182.7 / Avg: 185.72 / Max: 190.861. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX512 OffAVX512 On1632486480SE +/- 0.74, N = 4SE +/- 0.88, N = 3SE +/- 0.44, N = 5SE +/- 0.40, N = 3SE +/- 0.33, N = 15SE +/- 0.29, N = 366.3069.8542.6349.1030.5321.531. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX512 OffAVX512 On1428425670Min: 64.07 / Avg: 66.3 / Max: 67.11Min: 68.09 / Avg: 69.85 / Max: 70.79Min: 40.9 / Avg: 42.63 / Max: 43.27Min: 48.35 / Avg: 49.1 / Max: 49.71Min: 27.42 / Avg: 30.53 / Max: 32.02Min: 20.94 / Avg: 21.53 / Max: 21.871. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAVX512 OffAVX512 On70140210280350SE +/- 1.15, N = 4SE +/- 1.41, N = 3SE +/- 1.50, N = 5SE +/- 0.41, N = 3SE +/- 0.75, N = 3SE +/- 3.29, N = 3100.73102.03148.13149.67212.15336.131. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAVX512 OffAVX512 On60120180240300Min: 99.48 / Avg: 100.73 / Max: 104.19Min: 100.58 / Avg: 102.03 / Max: 104.85Min: 145.99 / Avg: 148.13 / Max: 153.98Min: 149.11 / Avg: 149.67 / Max: 150.46Min: 210.65 / Avg: 212.15 / Max: 212.98Min: 332.55 / Avg: 336.13 / Max: 342.71. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAVX512 OffAVX512 On918273645SE +/- 0.44, N = 4SE +/- 0.53, N = 3SE +/- 0.27, N = 5SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 339.6939.1926.9926.7018.8311.881. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAVX512 OffAVX512 On816243240Min: 38.36 / Avg: 39.69 / Max: 40.18Min: 38.12 / Avg: 39.19 / Max: 39.73Min: 25.95 / Avg: 26.99 / Max: 27.38Min: 26.56 / Avg: 26.7 / Max: 26.8Min: 18.75 / Avg: 18.83 / Max: 18.96Min: 11.65 / Avg: 11.88 / Max: 121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAVX512 OffAVX512 On816243240SE +/- 0.11, N = 3SE +/- 0.09, N = 5SE +/- 0.11, N = 7SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.33, N = 37.839.1212.0513.2217.1336.461. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAVX512 OffAVX512 On816243240Min: 7.72 / Avg: 7.83 / Max: 8.05Min: 9 / Avg: 9.12 / Max: 9.49Min: 11.89 / Avg: 12.05 / Max: 12.73Min: 13.07 / Avg: 13.22 / Max: 13.42Min: 16.94 / Avg: 17.13 / Max: 17.26Min: 35.81 / Avg: 36.46 / Max: 36.911. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAVX512 OffAVX512 On110220330440550SE +/- 7.04, N = 3SE +/- 4.31, N = 5SE +/- 3.01, N = 7SE +/- 2.39, N = 3SE +/- 1.31, N = 3SE +/- 0.99, N = 3510.12438.37331.58302.21233.17109.681. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAVX512 OffAVX512 On90180270360450Min: 496.04 / Avg: 510.12 / Max: 517.32Min: 421.26 / Avg: 438.37 / Max: 444.12Min: 313.64 / Avg: 331.58 / Max: 336.07Min: 297.71 / Avg: 302.21 / Max: 305.84Min: 231.55 / Avg: 233.17 / Max: 235.76Min: 108.35 / Avg: 109.68 / Max: 111.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

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.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX512 OffAVX512 On80160240320400SE +/- 0.34, N = 3SE +/- 0.67, N = 3SE +/- 1.80, N = 3SE +/- 1.94, N = 4SE +/- 3.42, N = 3SE +/- 3.72, N = 388.25113.65131.19161.71290.70372.101. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX512 OffAVX512 On70140210280350Min: 87.91 / Avg: 88.25 / Max: 88.93Min: 112.76 / Avg: 113.65 / Max: 114.97Min: 127.63 / Avg: 131.19 / Max: 133.48Min: 157.24 / Avg: 161.71 / Max: 166.69Min: 284.1 / Avg: 290.7 / Max: 295.55Min: 365.06 / Avg: 372.1 / Max: 377.71. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX512 OffAVX512 On48121620SE +/- 0.014, N = 3SE +/- 0.027, N = 3SE +/- 0.072, N = 3SE +/- 0.078, N = 4SE +/- 0.137, N = 3SE +/- 0.149, N = 33.5304.5465.2476.46811.62814.8841. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX512 OffAVX512 On48121620Min: 3.52 / Avg: 3.53 / Max: 3.56Min: 4.51 / Avg: 4.55 / Max: 4.6Min: 5.11 / Avg: 5.25 / Max: 5.34Min: 6.29 / Avg: 6.47 / Max: 6.67Min: 11.36 / Avg: 11.63 / Max: 11.82Min: 14.6 / Avg: 14.88 / Max: 15.111. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

libxsmm

Libxsmm is an open-source library for specialized dense and sparse matrix operations and deep learning primitives. Libxsmm supports making use of Intel AMX, AVX-512, and other modern CPU instruction set capabilities. Learn more via the OpenBenchmarking.org test page.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64AVX512 OffAVX512 On4080120160200SE +/- 2.79, N = 12SE +/- 3.03, N = 12SE +/- 1.72, N = 13SE +/- 1.64, N = 14SE +/- 1.56, N = 3SE +/- 1.19, N = 386.492.0139.0137.1155.3168.01. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64AVX512 OffAVX512 On306090120150Min: 82 / Avg: 86.36 / Max: 116.9Min: 87.9 / Avg: 92.03 / Max: 125.3Min: 137.1 / Avg: 138.95 / Max: 159.6Min: 134.5 / Avg: 137.06 / Max: 158.4Min: 152.6 / Avg: 155.33 / Max: 158Min: 165.7 / Avg: 167.97 / Max: 169.71. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50AVX512 OffAVX512 On48121620SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 34.797.186.879.748.8416.44
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50AVX512 OffAVX512 On48121620Min: 4.75 / Avg: 4.79 / Max: 4.83Min: 7.13 / Avg: 7.18 / Max: 7.21Min: 6.84 / Avg: 6.87 / Max: 6.91Min: 9.58 / Avg: 9.74 / Max: 9.87Min: 8.83 / Avg: 8.84 / Max: 8.84Min: 16.34 / Avg: 16.44 / Max: 16.59

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: AlexNetAVX512 OffAVX512 On20406080100SE +/- 0.24, N = 3SE +/- 0.38, N = 15SE +/- 0.57, N = 15SE +/- 1.39, N = 15SE +/- 0.03, N = 3SE +/- 0.18, N = 327.3238.4736.8752.9746.2177.65
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: AlexNetAVX512 OffAVX512 On1530456075Min: 27 / Avg: 27.32 / Max: 27.8Min: 37.57 / Avg: 38.47 / Max: 43.15Min: 35 / Avg: 36.87 / Max: 40.61Min: 47.14 / Avg: 52.97 / Max: 59.6Min: 46.15 / Avg: 46.21 / Max: 46.26Min: 77.31 / Avg: 77.65 / Max: 77.9

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: GoogLeNetAVX512 OffAVX512 On1224364860SE +/- 0.10, N = 3SE +/- 0.17, N = 8SE +/- 0.26, N = 3SE +/- 0.52, N = 15SE +/- 0.19, N = 11SE +/- 0.32, N = 312.2719.9218.3828.6225.7851.19
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: GoogLeNetAVX512 OffAVX512 On1020304050Min: 12.09 / Avg: 12.27 / Max: 12.43Min: 19.62 / Avg: 19.92 / Max: 20.99Min: 17.88 / Avg: 18.38 / Max: 18.77Min: 26.5 / Avg: 28.62 / Max: 31.19Min: 25.41 / Avg: 25.78 / Max: 27.56Min: 50.55 / Avg: 51.19 / Max: 51.53

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50AVX512 OffAVX512 On48121620SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.20, N = 34.677.516.7710.518.5416.74
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50AVX512 OffAVX512 On48121620Min: 4.58 / Avg: 4.67 / Max: 4.74Min: 7.51 / Avg: 7.51 / Max: 7.52Min: 6.76 / Avg: 6.77 / Max: 6.78Min: 10.45 / Avg: 10.51 / Max: 10.59Min: 8.53 / Avg: 8.54 / Max: 8.55Min: 16.42 / Avg: 16.74 / Max: 17.11

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: AlexNetAVX512 OffAVX512 On306090120150SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.28, N = 3SE +/- 0.75, N = 15SE +/- 0.71, N = 5SE +/- 0.62, N = 332.1346.6544.9164.5664.79113.58
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: AlexNetAVX512 OffAVX512 On20406080100Min: 31.76 / Avg: 32.13 / Max: 32.43Min: 46.64 / Avg: 46.65 / Max: 46.68Min: 44.39 / Avg: 44.91 / Max: 45.36Min: 57.41 / Avg: 64.56 / Max: 66.42Min: 63.46 / Avg: 64.79 / Max: 67.38Min: 112.94 / Avg: 113.58 / Max: 114.82

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetAVX512 OffAVX512 On1122334455SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.53, N = 411.9720.7717.9729.9624.8748.05
Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetAVX512 OffAVX512 On1020304050Min: 11.75 / Avg: 11.97 / Max: 12.21Min: 20.72 / Avg: 20.77 / Max: 20.8Min: 17.92 / Avg: 17.97 / Max: 18Min: 29.82 / Avg: 29.96 / Max: 30.13Min: 24.78 / Avg: 24.87 / Max: 25.02Min: 47.33 / Avg: 48.05 / Max: 49.61

CPU Peak Freq (Highest CPU Core Frequency) Monitor

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringAVX512 OffAVX512 On9001800270036004500Min: 1220 / Avg: 1946.81 / Max: 3908Min: 1322 / Avg: 1935.69 / Max: 3910Min: 640 / Avg: 2932.06 / Max: 4745Min: 683 / Avg: 2950.53 / Max: 4707Min: 1114 / Avg: 2621.67 / Max: 5115Min: 1397 / Avg: 2761.55 / Max: 5115

CPU Power Consumption Monitor

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringAVX512 OffAVX512 On1530456075Min: 0.3 / Avg: 14.57 / Max: 46.78Min: 0.35 / Avg: 15.11 / Max: 46.04Min: 0.59 / Avg: 29.93 / Max: 75.77Min: 0.54 / Avg: 28.73 / Max: 63.65Min: 1.3 / Avg: 16.39 / Max: 30.21Min: 1.27 / Avg: 15.88 / Max: 30.82

CPU Temperature Monitor

Core i7 1065G7Core i7 1165G7Ryzen 7 7840UOpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringAVX512 OffAVX512 On20406080100Min: 33 / Avg: 67.31 / Max: 100Min: 42 / Avg: 68.49 / Max: 100Min: 32 / Avg: 80.83 / Max: 100Min: 33 / Avg: 80.26 / Max: 100Min: 38.88 / Avg: 67.66 / Max: 92Min: 31.25 / Avg: 67.05 / Max: 92.13

65 Results Shown

Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
  Pathtracer ISPC - Crown
OpenVKL
OSPRay:
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
  particle_volume/pathtracer/real_time
OSPRay Studio:
  1 - 1080p - 1 - Path Tracer
  1 - 1080p - 32 - Path Tracer
  1 - 4K - 1 - Path Tracer
  1 - 4K - 32 - Path Tracer
  3 - 1080p - 1 - Path Tracer
  3 - 1080p - 32 - Path Tracer
  3 - 4K - 1 - Path Tracer
  3 - 4K - 32 - Path Tracer
oneDNN:
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
Cpuminer-Opt:
  scrypt
  Quad SHA-256, Pyrite
  Myriad-Groestl
  Blake-2 S
  x25x
  Garlicoin
  Skeincoin
  LBC, LBRY Credits
OpenVINO:
  Face Detection FP16 - CPU:
    FPS
    ms
  Face Detection FP16-INT8 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    FPS
    ms
  Person Detection FP16 - CPU:
    FPS
    ms
  Person Detection FP32 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16-INT8 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16 - CPU:
    FPS
    ms
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
  Vehicle Detection FP16 - CPU:
    FPS
    ms
  Person Vehicle Bike Detection FP16 - CPU:
    FPS
    ms
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
miniBUDE:
  OpenMP - BM1:
    GFInst/s
    Billion Interactions/s
libxsmm
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 16 - AlexNet
  CPU - 16 - GoogLeNet
  CPU - 64 - ResNet-50
  CPU - 64 - AlexNet
  CPU - 64 - GoogLeNet
CPU Peak Freq (Highest CPU Core Frequency) Monitor:
  Phoronix Test Suite System Monitoring:
    Megahertz
    Watts
    Celsius