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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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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Core i7 1065G7: AVX512 Off

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xb8 - Thermald 2.5.2
Python Notes: Python 3.11.2
Security Notes: 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

Processor: Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Dell 06CDVY (1.0.9 BIOS), Chipset: Intel Ice Lake-LP DRAM, Memory: 16GB, Disk: Toshiba KBG40ZPZ512G NVMe 512GB, Graphics: Intel Iris Plus ICL GT2 16GB (1100MHz), Audio: Realtek ALC289, Network: Intel Ice Lake-LP PCH CNVi WiFi

OS: Ubuntu 23.04, Kernel: 6.2.0-24-generic (x86_64), Desktop: GNOME Shell 44.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.0.4-0ubuntu1~23.04.1, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1200

Core i7 1165G7: AVX512 Off

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xa6 - Thermald 2.5.2
Python Notes: Python 3.11.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Core i7 1165G7: AVX512 On

Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (3.15.0 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe TGL GT2 15GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

OS: Ubuntu 23.04, Kernel: 6.2.0-24-generic (x86_64), Desktop: GNOME Shell 44.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.0.2, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1200

Ryzen 7 7840U: AVX512 Off

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa704101
Python Notes: Python 3.11.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of 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

Processor: AMD Ryzen 7 7840U @ 3.30GHz (8 Cores / 16 Threads), Motherboard: PHX Ray_PEU (V1.04 BIOS), Chipset: AMD Device 14e8, Memory: 16GB, Disk: 1024GB Micron_3400_MTFDKBA1T0TFH, Graphics: AMD Phoenix1 512MB (2700/400MHz), Audio: AMD Rembrandt Radeon HD Audio, Network: MEDIATEK MT7922 802.11ax PCI

OS: Ubuntu 23.04, Kernel: 6.2.0-24-generic (x86_64), Desktop: KDE Plasma 5.27.4, Display Server: X Server 1.21.1.7, OpenGL: 4.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49), Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 3200x2000

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

cpuminer-opt: scryptcpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: Myriad-Groestlcpuminer-opt: Blake-2 Scpuminer-opt: x25xcpuminer-opt: Garlicoincpuminer-opt: Skeincoincpuminer-opt: LBC, LBRY Creditsembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer ISPC - Crownlibxsmm: 64minibude: OpenMP - BM1minibude: OpenMP - BM1onednn: 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 - CPUopenvino: 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 - CPUopenvkl: 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 Tracertensorflow: 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 On43.01150273733.1399990102.37717.47155406023.363.91243.42152.918186.488.2493.5308.533149.112955.7970412996.56705.370.666046.151.233229.191756.762.251896.012.090.429570.620.419721.50125.2231.9462.6663.8481.3849.1560.3366.30100.7339.697.83510.12410.5131350.4889890.75521149.105011072355240421651370317128434122315048616110464.7927.3212.274.6732.1311.9775.83334038664.82192807118.901277.8924462162054.13483.61063.205692.0113.6474.5464.120713.155473.2110811513.95863.570.705677.942.701478.991972.412.012126.631.860.429526.090.419645.11262.3815.2467.8358.97148.1826.9857.2569.85102.0339.199.12438.37530.8488880.8283651.0343656.013910304335347408071317047123423997164882015718487.1838.4719.927.5146.6520.7762.57215655364.37150523156.601057.36229718840.505.63035.01784.3653139.0131.1875.2474.879155.740303.593429315.504765.101.013943.841.812198.132495.371.592804.431.410.656142.870.646247.58179.8122.2694.3642.40119.1633.5793.8142.63148.1326.9912.05331.58630.8780800.8333341.2579676.036277002436822947096785491012966753574511666126.8736.8718.386.7744.9117.97132.795260312609282211175.051822.7734161245026.29755.51624.9448137.1161.7056.4682.481262.523681.895787357.333754.661.013968.313.911021.782780.431.423141.621.260.636290.160.636318.67375.4610.65100.6039.77224.2917.8281.4349.10149.6726.7013.22302.21821.426821.397241.6762188.340469062195872668087044785072689823218910762029.7452.9728.6210.5164.5629.96128.055853313910315925348.692009.3863907220308.09177.23296.8556155.3290.69711.6282.869453.369981.680585003.232748.201.562570.313.181252.114781.191.655336.561.490.914390.070.914387.55344.8223.20170.2023.48237.4516.84131.1330.53212.1518.8317.13233.17921.194871.137241.9576493.51824456147764180885979235707187853224797395758.8446.2125.788.5464.7924.87166.578762726160531477374.952752.2778300439039.95848.55957.9186168.0372.10014.8841.527071.616330.9444324354.172371.623.501143.206.91578.3510275.450.776240.041.271.782242.451.772252.82639.0512.49331.3112.05359.9711.10185.7221.53336.1311.8836.46109.681141.988701.978142.46956101.80841921385531656754890350601612581906462876716.4477.6551.1916.74113.5848.05OpenBenchmarking.org

CPU Peak Freq (Highest CPU Core Frequency) Monitor

AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1220 / Avg: 1946.81 / Max: 3908Min: 640 / Avg: 2932.06 / Max: 4745Min: 1114 / Avg: 2621.67 / Max: 5115Min: 1322 / Avg: 1935.69 / Max: 3910Min: 683 / Avg: 2950.53 / Max: 4707Min: 1397 / Avg: 2761.55 / Max: 5115

CPU Power Consumption Monitor

AVX512 OffAVX512 OnOpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1530456075Min: 0.3 / Avg: 14.57 / Max: 46.78Min: 0.59 / Avg: 29.93 / Max: 75.77Min: 1.3 / Avg: 16.39 / Max: 30.21Min: 0.35 / Avg: 15.11 / Max: 46.04Min: 0.54 / Avg: 28.73 / Max: 63.65Min: 1.27 / Avg: 15.88 / Max: 30.82

CPU Temperature Monitor

AVX512 OffAVX512 OnOpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 33 / Avg: 67.31 / Max: 100Min: 32 / Avg: 80.83 / Max: 100Min: 38.88 / Avg: 67.66 / Max: 92Min: 42 / Avg: 68.49 / Max: 100Min: 33 / Avg: 80.26 / Max: 100Min: 31.25 / Avg: 67.05 / Max: 92.13

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptCore i7 1065G7Core i7 1165G7Ryzen 7 7840U4080120160200SE +/- 0.08, N = 3SE +/- 1.99, N = 15SE +/- 0.43, N = 3SE +/- 0.36, N = 3SE +/- 2.62, N = 15SE +/- 0.83, N = 343.0162.57128.0575.83132.79166.571. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterCpuminer-Opt 3.20.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500Min: 1500 / Avg: 2383.67 / Max: 3500Min: 1511 / Avg: 3345.05 / Max: 4100Min: 1398 / Avg: 2985.47 / Max: 3835Min: 1500 / Avg: 1982.98 / Max: 3300Min: 2800 / Avg: 3021.87 / Max: 3900Min: 1600 / Avg: 2650.22 / Max: 3705
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterCpuminer-Opt 3.20.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.57 / Avg: 15.93 / Max: 37.55Min: 0.87 / Avg: 30.82 / Max: 54.25Min: 2.38 / Avg: 16.72 / Max: 26.78Min: 0.51 / Avg: 16.67 / Max: 46.04Min: 0.83 / Avg: 30.41 / Max: 60.36Min: 2.32 / Avg: 15.91 / Max: 22.49
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterCpuminer-Opt 3.20.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 69.11 / Max: 93Min: 60 / Avg: 83.83 / Max: 100Min: 52.25 / Avg: 65 / Max: 68.13Min: 51 / Avg: 68.12 / Max: 98Min: 58 / Avg: 83.73 / Max: 100Min: 52.38 / Avg: 64.13 / Max: 67.5
AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptCore i7 1065G7Core i7 1165G7Ryzen 7 7840U36912152.7012.0307.6564.5494.36710.471

AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20K40K60K80K100KSE +/- 82.12, N = 3SE +/- 620.71, N = 15SE +/- 69.60, N = 3SE +/- 78.60, N = 3SE +/- 1028.89, N = 15SE +/- 217.36, N = 31502721565585333340352603876271. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterCpuminer-Opt 3.20.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U8001600240032004000Min: 1500 / Avg: 2246.53 / Max: 3500Min: 2800 / Avg: 3195.22 / Max: 4100Min: 1600 / Avg: 3151.04 / Max: 4334Min: 1500 / Avg: 2042.48 / Max: 3279Min: 2800 / Avg: 2968.39 / Max: 3900Min: 1600 / Avg: 2849.5 / Max: 3837
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterCpuminer-Opt 3.20.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.65 / Avg: 15.98 / Max: 43.52Min: 0.73 / Avg: 30.87 / Max: 59.45Min: 2.41 / Avg: 18.25 / Max: 28.87Min: 0.58 / Avg: 17.5 / Max: 45.99Min: 0.88 / Avg: 28.88 / Max: 60.79Min: 2.42 / Avg: 16.45 / Max: 26.73
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterCpuminer-Opt 3.20.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 69.95 / Max: 100Min: 61 / Avg: 84.48 / Max: 100Min: 51.88 / Avg: 68.15 / Max: 72.13Min: 51 / Avg: 70.72 / Max: 99Min: 58 / Avg: 82.56 / Max: 100Min: 52.25 / Avg: 64.03 / Max: 68
AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteCore i7 1065G7Core i7 1165G7Ryzen 7 7840U11002200330044005500940.43698.583206.611908.861821.465326.62

AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Myriad-GroestlCore i7 1065G7Core i7 1165G7Ryzen 7 7840U6K12K18K24K30KSE +/- 11.01, N = 3SE +/- 152.81, N = 15SE +/- 62.45, N = 3SE +/- 236.00, N = 15SE +/- 290.93, N = 15SE +/- 73.71, N = 33733.135364.3713910.008664.8212609.0026160.001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterCpuminer-Opt 3.20.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U8001600240032004000Min: 1500 / Avg: 2232.06 / Max: 3500Min: 856 / Avg: 3198.83 / Max: 4100Min: 1600 / Avg: 2954.02 / Max: 4695Min: 1500 / Avg: 1975.49 / Max: 3283Min: 1400 / Avg: 2995.86 / Max: 3900Min: 1600 / Avg: 3008.55 / Max: 3769
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterCpuminer-Opt 3.20.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.6 / Avg: 15.85 / Max: 44.3Min: 0.76 / Avg: 30.97 / Max: 60.39Min: 2.38 / Avg: 19.23 / Max: 26.27Min: 0.42 / Avg: 15.94 / Max: 45.89Min: 0.86 / Avg: 29.39 / Max: 60.18Min: 2.31 / Avg: 17.78 / Max: 24.71
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterCpuminer-Opt 3.20.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.78 / Max: 100Min: 59 / Avg: 84.47 / Max: 100Min: 52.38 / Avg: 69.3 / Max: 73.13Min: 51 / Avg: 69.43 / Max: 100Min: 57 / Avg: 83.73 / Max: 100Min: 51.5 / Avg: 65.69 / Max: 68.88
AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: Myriad-GroestlCore i7 1065G7Core i7 1165G7Ryzen 7 7840U30060090012001500235.59173.22723.23543.52429.041471.72

AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Blake-2 SCore i7 1065G7Core i7 1165G7Ryzen 7 7840U110K220K330K440K550KSE +/- 128.97, N = 3SE +/- 3240.30, N = 15SE +/- 2454.54, N = 15SE +/- 4676.57, N = 15SE +/- 7085.48, N = 15SE +/- 4566.14, N = 3999901505233159251928072822115314771. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterCpuminer-Opt 3.20.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500Min: 1500 / Avg: 2093.87 / Max: 3410Min: 1281 / Avg: 3046.94 / Max: 4100Min: 1397 / Avg: 2892.65 / Max: 3618Min: 1500 / Avg: 1994.39 / Max: 3300Min: 1507 / Avg: 2994.64 / Max: 3900Min: 1600 / Avg: 3049.43 / Max: 3721
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterCpuminer-Opt 3.20.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.48 / Avg: 15.95 / Max: 46Min: 0.85 / Avg: 31.21 / Max: 67.83Min: 2.47 / Avg: 19.02 / Max: 29.92Min: 0.43 / Avg: 16.31 / Max: 46Min: 0.9 / Avg: 29.91 / Max: 61.02Min: 2.39 / Avg: 18.81 / Max: 26.6
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterCpuminer-Opt 3.20.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 67.61 / Max: 100Min: 57 / Avg: 83.85 / Max: 100Min: 53.5 / Avg: 71.66 / Max: 75.63Min: 50 / Avg: 69.02 / Max: 100Min: 60 / Avg: 83.7 / Max: 100Min: 52.88 / Avg: 68.23 / Max: 71.63
AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: Blake-2 SCore i7 1065G7Core i7 1165G7Ryzen 7 7840U6K12K18K24K30K6268.234822.7416612.2811822.689435.2128257.40

AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xCore i7 1065G7Core i7 1165G7Ryzen 7 7840U80160240320400SE +/- 0.33, N = 3SE +/- 4.42, N = 15SE +/- 0.87, N = 3SE +/- 3.24, N = 15SE +/- 4.73, N = 15SE +/- 2.44, N = 3102.37156.60348.69118.90175.05374.951. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterCpuminer-Opt 3.20.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500Min: 1500 / Avg: 2264.84 / Max: 3500Min: 2800 / Avg: 3158.68 / Max: 4100Min: 1600 / Avg: 3006.06 / Max: 3679Min: 1500 / Avg: 2143.38 / Max: 3347Min: 2800 / Avg: 3094.75 / Max: 3900Min: 1600 / Avg: 3190.21 / Max: 3806
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterCpuminer-Opt 3.20.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.57 / Avg: 15.72 / Max: 43.39Min: 0.6 / Avg: 30.21 / Max: 60.39Min: 2.39 / Avg: 19.09 / Max: 30.06Min: 0.48 / Avg: 16.33 / Max: 40.96Min: 0.83 / Avg: 28.63 / Max: 53.32Min: 2.43 / Avg: 18.84 / Max: 27.79
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterCpuminer-Opt 3.20.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.23 / Max: 99Min: 62 / Avg: 83.98 / Max: 100Min: 53.63 / Avg: 71.46 / Max: 75.63Min: 51 / Avg: 69.65 / Max: 98Min: 62 / Avg: 82.64 / Max: 100Min: 53.25 / Avg: 70.77 / Max: 78
AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xCore i7 1065G7Core i7 1165G7Ryzen 7 7840U5101520256.5115.18318.2667.2826.11519.902

AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: GarlicoinCore i7 1065G7Core i7 1165G7Ryzen 7 7840U6001200180024003000SE +/- 1.36, N = 3SE +/- 29.55, N = 15SE +/- 17.03, N = 3SE +/- 35.57, N = 15SE +/- 36.88, N = 15SE +/- 15.25, N = 3717.471057.362009.381277.891822.772752.271. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterCpuminer-Opt 3.20.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U8001600240032004000Min: 1500 / Avg: 2178.34 / Max: 3500Min: 1247 / Avg: 3151.73 / Max: 4599Min: 1397 / Avg: 2935.25 / Max: 3668Min: 1500 / Avg: 2047.87 / Max: 3273Min: 683 / Avg: 2966.84 / Max: 3900Min: 1600 / Avg: 3041.61 / Max: 3799
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterCpuminer-Opt 3.20.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.61 / Avg: 16.04 / Max: 46.27Min: 0.79 / Avg: 30.94 / Max: 63.31Min: 2.46 / Avg: 19.35 / Max: 30Min: 0.49 / Avg: 17.37 / Max: 44.67Min: 0.89 / Avg: 29.07 / Max: 57.85Min: 2.4 / Avg: 18.98 / Max: 30.48
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterCpuminer-Opt 3.20.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.55 / Max: 100Min: 57 / Avg: 83.8 / Max: 100Min: 54 / Avg: 70.41 / Max: 73.75Min: 51 / Avg: 71.48 / Max: 100Min: 61 / Avg: 83.4 / Max: 100Min: 53.5 / Avg: 68.99 / Max: 76.13
AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: GarlicoinCore i7 1065G7Core i7 1165G7Ryzen 7 7840U30609012015044.7234.18103.8373.5862.71145.01

AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20K40K60K80K100KSE +/- 20.82, N = 3SE +/- 658.33, N = 15SE +/- 336.52, N = 3SE +/- 784.96, N = 15SE +/- 719.45, N = 15SE +/- 587.57, N = 31554022971639072446234161783001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterCpuminer-Opt 3.20.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U8001600240032004000Min: 1325 / Avg: 2161.48 / Max: 3490Min: 911 / Avg: 3119.06 / Max: 4100Min: 1600 / Avg: 2995.37 / Max: 3693Min: 1500 / Avg: 2112.17 / Max: 3434Min: 1193 / Avg: 3015.29 / Max: 3900Min: 1600 / Avg: 2996.26 / Max: 4641
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterCpuminer-Opt 3.20.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.57 / Avg: 16.39 / Max: 45.99Min: 0.8 / Avg: 30.57 / Max: 63.38Min: 2.45 / Avg: 19.67 / Max: 30.21Min: 0.47 / Avg: 17.56 / Max: 45.87Min: 0.8 / Avg: 29.1 / Max: 59.16Min: 2.4 / Avg: 19.12 / Max: 29.43
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterCpuminer-Opt 3.20.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 50 / Avg: 68.52 / Max: 100Min: 60 / Avg: 83.88 / Max: 100Min: 54 / Avg: 70.78 / Max: 74.75Min: 50 / Avg: 71 / Max: 100Min: 60 / Avg: 83 / Max: 100Min: 53.75 / Avg: 68.91 / Max: 72.63
AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500948.00751.413248.831392.821173.914095.76

AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9K18K27K36K45KSE +/- 27.56, N = 3SE +/- 230.96, N = 15SE +/- 83.27, N = 3SE +/- 314.90, N = 15SE +/- 524.03, N = 15SE +/- 327.43, N = 36023.368840.5022030.0016205.0024502.0043903.001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterCpuminer-Opt 3.20.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500Min: 1500 / Avg: 2164.37 / Max: 3500Min: 2800 / Avg: 3084.18 / Max: 4100Min: 1600 / Avg: 2956.03 / Max: 3543Min: 1500 / Avg: 2011.81 / Max: 3271Min: 1153 / Avg: 2956.53 / Max: 3900Min: 1600 / Avg: 3021.54 / Max: 4217
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterCpuminer-Opt 3.20.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.62 / Avg: 15.95 / Max: 46.78Min: 0.68 / Avg: 30 / Max: 65.34Min: 2.49 / Avg: 19.74 / Max: 30.03Min: 0.42 / Avg: 16.75 / Max: 45.97Min: 0.92 / Avg: 28.91 / Max: 61.44Min: 1.27 / Avg: 19.34 / Max: 27.49
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterCpuminer-Opt 3.20.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.82 / Max: 100Min: 60 / Avg: 82.8 / Max: 100Min: 54.5 / Avg: 70.93 / Max: 75Min: 51 / Avg: 70.25 / Max: 100Min: 60 / Avg: 81.81 / Max: 100Min: 53.75 / Avg: 69.39 / Max: 72.88
AVX512 OffAVX512 OnOpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsCore i7 1065G7Core i7 1165G7Ryzen 7 7840U5001000150020002500377.55294.651115.86967.50847.562269.76

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonCore i7 1065G7Core i7 1165G7Ryzen 7 7840U3691215SE +/- 0.0463, N = 3SE +/- 0.0607, N = 3SE +/- 0.0474, N = 3SE +/- 0.0069, N = 3SE +/- 0.0513, N = 15SE +/- 0.0930, N = 33.91245.63038.09174.13486.29759.9584
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterEmbree 4.1CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U8001600240032004000Min: 1500 / Avg: 1839.48 / Max: 3898Min: 2800 / Avg: 2850.85 / Max: 4045Min: 1600 / Avg: 2426.63 / Max: 4614Min: 1500 / Avg: 1778.8 / Max: 3500Min: 2800 / Avg: 2890.66 / Max: 4481Min: 1600 / Avg: 2472.74 / Max: 3940
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterEmbree 4.1CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1122334455Min: 0.5 / Avg: 13.95 / Max: 46.33Min: 0.73 / Avg: 29.08 / Max: 57.48Min: 2.42 / Avg: 15.18 / Max: 21.42Min: 0.53 / Avg: 14.4 / Max: 42.94Min: 0.94 / Avg: 29.92 / Max: 53.84Min: 2.25 / Avg: 15.47 / Max: 18.82
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterEmbree 4.1CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 66 / Max: 99Min: 56 / Avg: 76.53 / Max: 91Min: 51.88 / Avg: 63.09 / Max: 66.5Min: 51 / Avg: 66.6 / Max: 92Min: 56 / Avg: 76.49 / Max: 92Min: 51.63 / Avg: 62.79 / Max: 66
AVX512 OffAVX512 OnOpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.14490.28980.43470.57960.72450.2800.1940.5330.2870.2100.644

AVX512 OffAVX512 OnOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjCore i7 1065G7Core i7 1165G7Ryzen 7 7840U246810SE +/- 0.0383, N = 3SE +/- 0.0334, N = 3SE +/- 0.0412, N = 3SE +/- 0.0178, N = 3SE +/- 0.0350, N = 3SE +/- 0.1142, N = 33.42155.01787.23293.61065.51628.5595
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterEmbree 4.1CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1944.65 / Max: 3900Min: 2800 / Avg: 3015.41 / Max: 4700Min: 1397 / Avg: 2662.81 / Max: 5115Min: 1500 / Avg: 1904.08 / Max: 3900Min: 2800 / Avg: 3046.23 / Max: 4700Min: 1600 / Avg: 2719.85 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterEmbree 4.1CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.54 / Avg: 13.85 / Max: 45.37Min: 0.92 / Avg: 29.9 / Max: 59.74Min: 2.3 / Avg: 15.91 / Max: 17.63Min: 0.48 / Avg: 14.39 / Max: 40.68Min: 0.97 / Avg: 30.9 / Max: 53.7Min: 2.35 / Avg: 15.59 / Max: 17.58
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterEmbree 4.1CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 66.86 / Max: 97Min: 58 / Avg: 78.17 / Max: 95Min: 51.5 / Avg: 65.87 / Max: 89.75Min: 52 / Avg: 67.4 / Max: 97Min: 56 / Avg: 78.96 / Max: 95Min: 51.63 / Avg: 65 / Max: 88.75
AVX512 OffAVX512 OnOpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.12350.2470.37050.4940.61750.2470.1680.4550.2510.1790.549

AVX512 OffAVX512 OnOpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownCore i7 1065G7Core i7 1165G7Ryzen 7 7840U246810SE +/- 0.0178, N = 3SE +/- 0.0485, N = 5SE +/- 0.0389, N = 3SE +/- 0.0015, N = 3SE +/- 0.0702, N = 3SE +/- 0.0891, N = 32.91814.36536.85563.20564.94487.9186
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterEmbree 4.1CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1805.45 / Max: 3500Min: 2800 / Avg: 2831.38 / Max: 4117Min: 1397 / Avg: 2463.18 / Max: 4691Min: 1500 / Avg: 1802.45 / Max: 3736Min: 2800 / Avg: 2896.7 / Max: 3911Min: 1397 / Avg: 2412.26 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterEmbree 4.1CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.51 / Avg: 13.7 / Max: 46.76Min: 0.88 / Avg: 29.61 / Max: 62.93Min: 2.35 / Avg: 16.31 / Max: 23.49Min: 0.5 / Avg: 14.69 / Max: 43.61Min: 1.13 / Avg: 31.12 / Max: 56.99Min: 2.31 / Avg: 15.74 / Max: 23.66
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterEmbree 4.1CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 65.26 / Max: 99Min: 58 / Avg: 77.34 / Max: 95Min: 52 / Avg: 65.5 / Max: 67.13Min: 51 / Avg: 66.81 / Max: 94Min: 56 / Avg: 78.42 / Max: 94Min: 51.88 / Avg: 63.72 / Max: 66.13
AVX512 OffAVX512 OnOpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.11320.22640.33960.45280.5660.2130.1470.4200.2180.1590.503

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64Core i7 1065G7Core i7 1165G7Ryzen 7 7840U4080120160200SE +/- 2.79, N = 12SE +/- 1.72, N = 13SE +/- 1.56, N = 3SE +/- 3.03, N = 12SE +/- 1.64, N = 14SE +/- 1.19, N = 386.4139.0155.392.0137.1168.01. (CXX) g++ options: -dynamic -Bstatic -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is Betterlibxsmm 2-1.17-3645CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1300 / Avg: 1598.09 / Max: 3500Min: 2284 / Avg: 2819.2 / Max: 4100Min: 1600 / Avg: 2604.5 / Max: 4568Min: 1400 / Avg: 1712.94 / Max: 3500Min: 2800 / Avg: 2824.28 / Max: 4040Min: 1600 / Avg: 2726.2 / Max: 4940
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is Betterlibxsmm 2-1.17-3645CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1530456075Min: 0.51 / Avg: 15.02 / Max: 46.77Min: 0.81 / Avg: 36.85 / Max: 75.77Min: 2.29 / Avg: 18.2 / Max: 30.01Min: 0.45 / Avg: 15.31 / Max: 46.02Min: 0.86 / Avg: 33.33 / Max: 56.9Min: 2.15 / Avg: 17.55 / Max: 27.55
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is Betterlibxsmm 2-1.17-3645CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 48 / Avg: 69.38 / Max: 100Min: 50 / Avg: 86.93 / Max: 100Min: 47.63 / Avg: 67.71 / Max: 71.75Min: 48 / Avg: 70 / Max: 100Min: 52 / Avg: 83.01 / Max: 100Min: 47.13 / Avg: 65.85 / Max: 69.13
AVX512 OffAVX512 OnOpenBenchmarking.orgGFLOPS/s Per Watt, More Is Betterlibxsmm 2-1.17-3645M N K: 64Core i7 1065G7Core i7 1165G7Ryzen 7 7840U36912155.7513.7728.5316.0104.1149.572

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Core i7 1065G7Core i7 1165G7Ryzen 7 7840U80160240320400SE +/- 0.34, N = 3SE +/- 1.80, N = 3SE +/- 3.42, N = 3SE +/- 0.67, N = 3SE +/- 1.94, N = 4SE +/- 3.72, N = 388.25131.19290.70113.65161.71372.101. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

AVX512 OffAVX512 OnOpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Core i7 1065G7Core i7 1165G7Ryzen 7 7840U48121620SE +/- 0.014, N = 3SE +/- 0.072, N = 3SE +/- 0.137, N = 3SE +/- 0.027, N = 3SE +/- 0.078, N = 4SE +/- 0.149, N = 33.5305.24711.6284.5466.46814.8841. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterminiBUDE 20210901CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500Min: 1500 / Avg: 2117.75 / Max: 3500Min: 2800 / Avg: 3128.36 / Max: 4000Min: 1397 / Avg: 2673.96 / Max: 3934Min: 1500 / Avg: 2110.21 / Max: 3300Min: 2800 / Avg: 2992.72 / Max: 3900Min: 1398 / Avg: 2743.52 / Max: 3744
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterminiBUDE 20210901CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1122334455Min: 0.54 / Avg: 15.1 / Max: 40.77Min: 0.84 / Avg: 32.39 / Max: 57.23Min: 2.43 / Avg: 16.89 / Max: 25.85Min: 0.49 / Avg: 15.14 / Max: 39.7Min: 0.77 / Avg: 29.01 / Max: 54.57Min: 2.51 / Avg: 15.53 / Max: 24.96
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterminiBUDE 20210901CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 69.94 / Max: 100Min: 57 / Avg: 87.97 / Max: 100Min: 52.38 / Avg: 65.24 / Max: 68.25Min: 51 / Avg: 70.75 / Max: 100Min: 58 / Avg: 86.08 / Max: 100Min: 54.13 / Avg: 63 / Max: 65
AVX512 OffAVX512 OnOpenBenchmarking.orgBillion Interactions/s Per Watt, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Core i7 1065G7Core i7 1165G7Ryzen 7 7840U0.21560.43120.64680.86241.0780.2340.1620.6890.3000.2230.958

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U246810SE +/- 0.14867, N = 12SE +/- 0.06289, N = 3SE +/- 0.03232, N = 3SE +/- 0.03695, N = 15SE +/- 0.06304, N = 12SE +/- 0.01623, N = 38.533144.879152.869454.120712.481261.527071. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U8001600240032004000Min: 1500 / Avg: 2237.15 / Max: 3500Min: 640 / Avg: 3454.88 / Max: 4149Min: 1410 / Avg: 2981.01 / Max: 4708Min: 1500 / Avg: 2170.67 / Max: 3500Min: 2800 / Avg: 3273.11 / Max: 4100Min: 1600 / Avg: 2909.64 / Max: 4392
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.1CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.48 / Avg: 15.28 / Max: 45.63Min: 0.89 / Avg: 35.49 / Max: 61.04Min: 2.36 / Avg: 16.69 / Max: 21.48Min: 0.48 / Avg: 15.59 / Max: 40.01Min: 1.04 / Avg: 29.41 / Max: 53.52Min: 2.28 / Avg: 15.08 / Max: 22.93
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 69.26 / Max: 100Min: 58 / Avg: 89.51 / Max: 100Min: 53 / Avg: 66.99 / Max: 77.25Min: 51 / Avg: 70.46 / Max: 98Min: 56 / Avg: 84.13 / Max: 100Min: 52.5 / Avg: 63.83 / Max: 71.5

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U3691215SE +/- 0.20975, N = 15SE +/- 0.01583, N = 9SE +/- 0.03292, N = 15SE +/- 0.00826, N = 9SE +/- 0.00396, N = 9SE +/- 0.01465, N = 159.112955.740303.369983.155472.523681.616331. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U8001600240032004000Min: 1500 / Avg: 1997.1 / Max: 3500Min: 2800 / Avg: 3166.78 / Max: 3900Min: 1600 / Avg: 2815.98 / Max: 4857Min: 1500 / Avg: 2163.38 / Max: 3500Min: 918 / Avg: 3155.05 / Max: 4109Min: 1600 / Avg: 2652.09 / Max: 3419
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.1CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.55 / Avg: 17.04 / Max: 46.66Min: 1 / Avg: 26.33 / Max: 62.62Min: 1.39 / Avg: 12.6 / Max: 30.03Min: 0.51 / Avg: 19.1 / Max: 45.67Min: 1.06 / Avg: 24.64 / Max: 57.62Min: 2.31 / Avg: 11.82 / Max: 30.03
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.86 / Max: 100Min: 61 / Avg: 80.66 / Max: 100Min: 51.63 / Avg: 60.35 / Max: 65.88Min: 51 / Avg: 69.94 / Max: 100Min: 61 / Avg: 78.84 / Max: 100Min: 51.13 / Avg: 58.45 / Max: 63.5

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1.30432.60863.91295.21726.5215SE +/- 0.151107, N = 14SE +/- 0.129867, N = 12SE +/- 0.015865, N = 4SE +/- 0.106785, N = 15SE +/- 0.060765, N = 12SE +/- 0.005008, N = 45.7970403.5934201.6805803.2110801.8957800.9444321. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500Min: 1500 / Avg: 2027.87 / Max: 3423Min: 960 / Avg: 3095.42 / Max: 3938Min: 1600 / Avg: 2959.05 / Max: 3545Min: 1400 / Avg: 1971.28 / Max: 3245Min: 1144 / Avg: 3050.79 / Max: 4100Min: 1600 / Avg: 2933.17 / Max: 3571
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.1CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.5 / Avg: 15.5 / Max: 44.92Min: 0.98 / Avg: 31.62 / Max: 61.46Min: 2.16 / Avg: 21.02 / Max: 30.03Min: 0.52 / Avg: 16.48 / Max: 43.91Min: 0.98 / Avg: 30.85 / Max: 63.65Min: 2.22 / Avg: 19.65 / Max: 28.98
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.55 / Max: 100Min: 57 / Avg: 84.87 / Max: 100Min: 48.13 / Avg: 69.3 / Max: 75.63Min: 51 / Avg: 69.22 / Max: 100Min: 57 / Avg: 83.83 / Max: 100Min: 48.25 / Avg: 66.96 / Max: 73.63

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U3K6K9K12K15KSE +/- 20.04, N = 3SE +/- 71.00, N = 3SE +/- 91.64, N = 15SE +/- 37.92, N = 3SE +/- 64.19, N = 15SE +/- 84.98, N = 1212996.509315.505003.2311513.907357.334354.171. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1995.97 / Max: 3889Min: 2800 / Avg: 2915.59 / Max: 4300Min: 1397 / Avg: 2543.71 / Max: 5065Min: 1500 / Avg: 2010.26 / Max: 3898Min: 2800 / Avg: 2978.67 / Max: 4687Min: 1397 / Avg: 2672.77 / Max: 5042
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.1CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.53 / Avg: 15.5 / Max: 45.81Min: 1.04 / Avg: 31.11 / Max: 62.39Min: 2.34 / Avg: 17.93 / Max: 30.03Min: 0.56 / Avg: 15.56 / Max: 38.06Min: 0.84 / Avg: 28.78 / Max: 49.71Min: 2.3 / Avg: 17.63 / Max: 30.03
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 50 / Avg: 68.6 / Max: 100Min: 57 / Avg: 82.22 / Max: 100Min: 52.5 / Avg: 71.17 / Max: 85.13Min: 50 / Avg: 69.28 / Max: 95Min: 58 / Avg: 80.14 / Max: 100Min: 53 / Avg: 70.24 / Max: 84.25

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U14002800420056007000SE +/- 4.80, N = 3SE +/- 39.98, N = 8SE +/- 10.85, N = 3SE +/- 35.60, N = 3SE +/- 45.38, N = 15SE +/- 20.46, N = 36705.374765.102748.205863.573754.662371.621. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2003.9 / Max: 3900Min: 2680 / Avg: 2933.33 / Max: 4680Min: 1397 / Avg: 2486.48 / Max: 4994Min: 1500 / Avg: 2033.84 / Max: 3800Min: 2800 / Avg: 3017.28 / Max: 4704Min: 1600 / Avg: 2526.85 / Max: 4851
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.1CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.51 / Avg: 15.28 / Max: 45.87Min: 0.78 / Avg: 30.81 / Max: 65.31Min: 2.38 / Avg: 16.52 / Max: 25.85Min: 0.48 / Avg: 15.43 / Max: 36.56Min: 0.59 / Avg: 29.33 / Max: 50.73Min: 2.42 / Avg: 16.1 / Max: 23.47
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 68.82 / Max: 100Min: 59 / Avg: 82.08 / Max: 100Min: 52.63 / Avg: 67.7 / Max: 79.75Min: 51 / Avg: 69.14 / Max: 92Min: 58 / Avg: 81.17 / Max: 100Min: 52.5 / Avg: 66.72 / Max: 79.38

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.78751.5752.36253.153.9375SE +/- 0.01, N = 9SE +/- 0.01, N = 14SE +/- 0.03, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.05, N = 120.661.011.560.701.013.501. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U13002600390052006500SE +/- 41.88, N = 9SE +/- 28.27, N = 14SE +/- 44.91, N = 15SE +/- 53.93, N = 15SE +/- 38.46, N = 3SE +/- 15.69, N = 126046.153943.842570.315677.943968.311143.201. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1900.51 / Max: 3898Min: 1263 / Avg: 2821.52 / Max: 4483Min: 1397 / Avg: 2336.56 / Max: 5069Min: 1500 / Avg: 2000.62 / Max: 3898Min: 2800 / Avg: 2844.63 / Max: 4624Min: 1600 / Avg: 2546.19 / Max: 5109
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.44 / Avg: 15.14 / Max: 44.29Min: 0.69 / Avg: 29.82 / Max: 65.44Min: 2.49 / Avg: 16.5 / Max: 28.33Min: 0.43 / Avg: 16.56 / Max: 41.12Min: 0.86 / Avg: 27.42 / Max: 52.22Min: 2.44 / Avg: 17.42 / Max: 26.03
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 69.11 / Max: 100Min: 56 / Avg: 81.97 / Max: 100Min: 54.13 / Avg: 67.88 / Max: 85.25Min: 52 / Avg: 71.6 / Max: 100Min: 61 / Avg: 79.89 / Max: 100Min: 54.13 / Avg: 69.52 / Max: 82

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U246810SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.02, N = 3SE +/- 0.04, N = 13SE +/- 0.04, N = 15SE +/- 0.01, N = 31.231.813.182.703.916.911. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500SE +/- 39.71, N = 3SE +/- 17.25, N = 15SE +/- 9.28, N = 3SE +/- 20.45, N = 13SE +/- 10.52, N = 15SE +/- 0.78, N = 33229.192198.131252.111478.991021.78578.351. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2001.75 / Max: 3898Min: 2800 / Avg: 2871.05 / Max: 4692Min: 1600 / Avg: 2486.99 / Max: 5073Min: 1322 / Avg: 2025.1 / Max: 3900Min: 2800 / Avg: 2878.66 / Max: 4544Min: 1600 / Avg: 2568.24 / Max: 4991
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.5 / Avg: 15.35 / Max: 42.95Min: 0.59 / Avg: 30.12 / Max: 62.3Min: 2.28 / Avg: 16.15 / Max: 20.81Min: 0.46 / Avg: 17.03 / Max: 40.86Min: 0.75 / Avg: 28.4 / Max: 53.13Min: 2.36 / Avg: 17.13 / Max: 22.79
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 69.61 / Max: 100Min: 59 / Avg: 83.11 / Max: 100Min: 51.88 / Avg: 65.22 / Max: 76.63Min: 50 / Avg: 72.42 / Max: 100Min: 57 / Avg: 81.72 / Max: 100Min: 53 / Avg: 67.34 / Max: 80

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U2K4K6K8K10KSE +/- 18.92, N = 4SE +/- 22.56, N = 15SE +/- 49.53, N = 5SE +/- 14.06, N = 15SE +/- 24.76, N = 15SE +/- 23.21, N = 31756.762495.374781.191972.412780.4310275.451. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.50631.01261.51892.02522.5315SE +/- 0.02, N = 4SE +/- 0.01, N = 15SE +/- 0.02, N = 5SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.00, N = 32.251.591.652.011.420.771. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500Min: 1500 / Avg: 1825.87 / Max: 3324Min: 2800 / Avg: 2850.74 / Max: 4100Min: 1397 / Avg: 2295.98 / Max: 3743Min: 1500 / Avg: 1874.48 / Max: 3500Min: 2800 / Avg: 2828.3 / Max: 3700Min: 1600 / Avg: 2443.56 / Max: 3369
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.47 / Avg: 15.37 / Max: 46.05Min: 0.77 / Avg: 29.75 / Max: 69.47Min: 2.36 / Avg: 16.62 / Max: 27.05Min: 0.45 / Avg: 16.2 / Max: 42.49Min: 0.74 / Avg: 28.11 / Max: 51.54Min: 2.38 / Avg: 17.9 / Max: 26.01
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.56 / Max: 100Min: 59 / Avg: 79.81 / Max: 100Min: 51.63 / Avg: 65.95 / Max: 67.63Min: 50 / Avg: 69.76 / Max: 98Min: 57 / Avg: 78.68 / Max: 94Min: 53.38 / Avg: 67.81 / Max: 70.13

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U13002600390052006500SE +/- 20.61, N = 4SE +/- 33.60, N = 15SE +/- 61.26, N = 3SE +/- 16.58, N = 15SE +/- 25.48, N = 15SE +/- 89.90, N = 31896.012804.435336.562126.633141.626240.041. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.47030.94061.41091.88122.3515SE +/- 0.02, N = 4SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.02, N = 32.091.411.491.861.261.271. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U8001600240032004000Min: 1500 / Avg: 1847.36 / Max: 3300Min: 1093 / Avg: 2888.53 / Max: 4388Min: 1600 / Avg: 2345.58 / Max: 3616Min: 1500 / Avg: 1856.58 / Max: 3900Min: 975 / Avg: 2842.81 / Max: 3700Min: 1600 / Avg: 2552.62 / Max: 4795
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.46 / Avg: 15.36 / Max: 45.98Min: 0.67 / Avg: 30.69 / Max: 67.83Min: 2.39 / Avg: 16.27 / Max: 26.03Min: 0.36 / Avg: 15.7 / Max: 41.82Min: 0.81 / Avg: 27.93 / Max: 51.99Min: 2.5 / Avg: 17.97 / Max: 25.62
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.75 / Max: 100Min: 57 / Avg: 81.95 / Max: 100Min: 52.88 / Avg: 65.15 / Max: 66.75Min: 51 / Avg: 68.84 / Max: 97Min: 58 / Avg: 79.62 / Max: 99Min: 54.13 / Avg: 68.27 / Max: 70.38

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.40050.8011.20151.6022.0025SE +/- 0.01, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.00, N = 15SE +/- 0.01, N = 12SE +/- 0.03, N = 120.420.650.910.420.631.781. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U2K4K6K8K10KSE +/- 88.24, N = 4SE +/- 101.01, N = 3SE +/- 43.35, N = 15SE +/- 65.76, N = 15SE +/- 58.12, N = 12SE +/- 36.55, N = 129570.626142.874390.079526.096290.162242.451. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1905.94 / Max: 3900Min: 1409 / Avg: 2873.47 / Max: 4639Min: 1397 / Avg: 2267.21 / Max: 5090Min: 1500 / Avg: 1920.54 / Max: 3900Min: 2800 / Avg: 2831.94 / Max: 4596Min: 1397 / Avg: 2437.23 / Max: 5045
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.51 / Avg: 15.19 / Max: 43.14Min: 0.82 / Avg: 30.68 / Max: 60.42Min: 2.37 / Avg: 15.35 / Max: 22.03Min: 0.45 / Avg: 15.5 / Max: 40.94Min: 0.78 / Avg: 27.47 / Max: 54.77Min: 2.41 / Avg: 15.67 / Max: 24.53
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 69.98 / Max: 100Min: 59 / Avg: 82.37 / Max: 100Min: 52.38 / Avg: 65.36 / Max: 77.38Min: 51 / Avg: 69.82 / Max: 99Min: 58 / Avg: 79.4 / Max: 100Min: 53.88 / Avg: 66.33 / Max: 79.38

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.39830.79661.19491.59321.9915SE +/- 0.01, N = 3SE +/- 0.00, N = 11SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 12SE +/- 0.02, N = 30.410.640.910.410.631.771. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U2K4K6K8K10KSE +/- 114.44, N = 3SE +/- 45.70, N = 11SE +/- 16.00, N = 3SE +/- 79.32, N = 12SE +/- 47.81, N = 12SE +/- 21.58, N = 39721.506247.584387.559645.116318.672252.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1873.53 / Max: 3898Min: 1133 / Avg: 2820.1 / Max: 4372Min: 1600 / Avg: 2260.73 / Max: 5090Min: 1500 / Avg: 1894.64 / Max: 3898Min: 1471 / Avg: 2824.44 / Max: 4407Min: 1600 / Avg: 2406.08 / Max: 4841
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.53 / Avg: 15.29 / Max: 42.93Min: 0.82 / Avg: 30.33 / Max: 60.96Min: 2.37 / Avg: 15.6 / Max: 21.9Min: 0.47 / Avg: 15.66 / Max: 41.33Min: 0.82 / Avg: 28.2 / Max: 55.5Min: 2.36 / Avg: 15.44 / Max: 21.47
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 70 / Max: 100Min: 57 / Avg: 82.57 / Max: 100Min: 51.88 / Avg: 64.84 / Max: 74.5Min: 51 / Avg: 70.44 / Max: 100Min: 57 / Avg: 80.9 / Max: 100Min: 51.63 / Avg: 64.59 / Max: 73.38

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U140280420560700SE +/- 1.74, N = 3SE +/- 1.96, N = 15SE +/- 2.55, N = 15SE +/- 2.42, N = 15SE +/- 3.72, N = 15SE +/- 3.92, N = 3125.22179.81344.82262.38375.46639.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U714212835SE +/- 0.44, N = 3SE +/- 0.23, N = 15SE +/- 0.18, N = 15SE +/- 0.14, N = 15SE +/- 0.10, N = 15SE +/- 0.08, N = 331.9422.2623.2015.2410.6512.491. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1977.42 / Max: 3500Min: 1245 / Avg: 2897.15 / Max: 4100Min: 1600 / Avg: 2591.25 / Max: 5079Min: 1500 / Avg: 1921.8 / Max: 3500Min: 954 / Avg: 2866.25 / Max: 4100Min: 1600 / Avg: 2313.89 / Max: 3300
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.45 / Avg: 15.42 / Max: 43.48Min: 0.76 / Avg: 30.43 / Max: 62.38Min: 2.34 / Avg: 17.66 / Max: 27.83Min: 0.45 / Avg: 16.33 / Max: 41.19Min: 0.84 / Avg: 28.11 / Max: 52.96Min: 2.35 / Avg: 15.75 / Max: 23.16
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 69.15 / Max: 100Min: 59 / Avg: 83.5 / Max: 100Min: 52 / Avg: 68.11 / Max: 71Min: 51 / Avg: 70.2 / Max: 99Min: 60 / Avg: 81.2 / Max: 99Min: 51.88 / Avg: 64.01 / Max: 65.88

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U70140210280350SE +/- 0.76, N = 4SE +/- 0.83, N = 13SE +/- 1.57, N = 3SE +/- 0.72, N = 5SE +/- 0.90, N = 13SE +/- 3.20, N = 362.6694.36170.2067.83100.60331.311. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1428425670SE +/- 0.75, N = 4SE +/- 0.34, N = 13SE +/- 0.22, N = 3SE +/- 0.60, N = 5SE +/- 0.33, N = 13SE +/- 0.12, N = 363.8442.4023.4858.9739.7712.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1848.45 / Max: 3500Min: 2800 / Avg: 2824.93 / Max: 4100Min: 1397 / Avg: 2615.32 / Max: 5061Min: 1500 / Avg: 1837.51 / Max: 3500Min: 2800 / Avg: 2826.09 / Max: 3700Min: 1600 / Avg: 2415.45 / Max: 5039
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.5 / Avg: 15.34 / Max: 45.8Min: 0.67 / Avg: 31.2 / Max: 66.62Min: 2.48 / Avg: 18.65 / Max: 29.41Min: 0.51 / Avg: 15.26 / Max: 41.65Min: 0.76 / Avg: 27.46 / Max: 52.47Min: 2.39 / Avg: 16.26 / Max: 24.49
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.72 / Max: 100Min: 58 / Avg: 82.6 / Max: 100Min: 54.38 / Avg: 69.91 / Max: 71.75Min: 52 / Avg: 68.49 / Max: 99Min: 58 / Avg: 79.85 / Max: 95Min: 51.88 / Avg: 64.83 / Max: 66.88

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U80160240320400SE +/- 0.91, N = 4SE +/- 0.88, N = 14SE +/- 2.68, N = 3SE +/- 1.56, N = 5SE +/- 1.42, N = 14SE +/- 3.22, N = 1581.38119.16237.45148.18224.29359.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1122334455SE +/- 0.54, N = 4SE +/- 0.23, N = 14SE +/- 0.19, N = 3SE +/- 0.28, N = 5SE +/- 0.10, N = 14SE +/- 0.09, N = 1549.1533.5716.8426.9817.8211.101. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500Min: 1442 / Avg: 1908.67 / Max: 3905Min: 2800 / Avg: 2822.11 / Max: 3970Min: 1420 / Avg: 2572.54 / Max: 3419Min: 1500 / Avg: 1787.92 / Max: 3897Min: 1099 / Avg: 2817.08 / Max: 3701Min: 1397 / Avg: 2238.05 / Max: 3692
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.48 / Avg: 15.32 / Max: 43.17Min: 0.79 / Avg: 29.47 / Max: 64.65Min: 2.46 / Avg: 18.39 / Max: 23.83Min: 0.49 / Avg: 15.29 / Max: 41.78Min: 0.92 / Avg: 29.77 / Max: 53.33Min: 1.35 / Avg: 14.95 / Max: 20.6
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 69.27 / Max: 100Min: 59 / Avg: 80.9 / Max: 100Min: 54.5 / Avg: 69.91 / Max: 72.13Min: 51 / Avg: 69.61 / Max: 99Min: 57 / Avg: 81.4 / Max: 100Min: 51.88 / Avg: 63.75 / Max: 67

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U4080120160200SE +/- 0.69, N = 4SE +/- 0.98, N = 5SE +/- 1.48, N = 15SE +/- 0.73, N = 3SE +/- 0.67, N = 3SE +/- 2.58, N = 360.3393.81131.1357.2581.43185.721. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1632486480SE +/- 0.74, N = 4SE +/- 0.44, N = 5SE +/- 0.33, N = 15SE +/- 0.88, N = 3SE +/- 0.40, N = 3SE +/- 0.29, N = 366.3042.6330.5369.8549.1021.531. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U8001600240032004000Min: 1480 / Avg: 1742.98 / Max: 3179Min: 663 / Avg: 2825.37 / Max: 4000Min: 1397 / Avg: 2188.04 / Max: 4545Min: 1500 / Avg: 1758.31 / Max: 3695Min: 2800 / Avg: 2823.26 / Max: 3700Min: 1600 / Avg: 2410.34 / Max: 3300
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1428425670Min: 0.54 / Avg: 15.37 / Max: 45.43Min: 0.91 / Avg: 33.67 / Max: 72.91Min: 1.55 / Avg: 15.9 / Max: 28.16Min: 0.51 / Avg: 15.46 / Max: 39.87Min: 0.91 / Avg: 30.67 / Max: 54.44Min: 2.32 / Avg: 14.89 / Max: 20.3
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.71 / Max: 100Min: 59 / Avg: 83.07 / Max: 99Min: 54.38 / Avg: 66.03 / Max: 70.5Min: 51 / Avg: 69.61 / Max: 96Min: 59 / Avg: 79.75 / Max: 89Min: 51.63 / Avg: 62.65 / Max: 64.5

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U70140210280350SE +/- 1.15, N = 4SE +/- 1.50, N = 5SE +/- 0.75, N = 3SE +/- 1.41, N = 3SE +/- 0.41, N = 3SE +/- 3.29, N = 3100.73148.13212.15102.03149.67336.131. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U918273645SE +/- 0.44, N = 4SE +/- 0.27, N = 5SE +/- 0.07, N = 3SE +/- 0.53, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 339.6926.9918.8339.1926.7011.881. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1803.46 / Max: 3794Min: 2800 / Avg: 2837.51 / Max: 4100Min: 1397 / Avg: 2353.76 / Max: 4890Min: 1500 / Avg: 1806.53 / Max: 3890Min: 2800 / Avg: 2818.05 / Max: 3715Min: 1600 / Avg: 2389.98 / Max: 4998
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.5 / Avg: 15.34 / Max: 45.72Min: 0.86 / Avg: 31.19 / Max: 67.85Min: 2.39 / Avg: 15.99 / Max: 24.6Min: 0.58 / Avg: 15.46 / Max: 40.81Min: 0.9 / Avg: 30.08 / Max: 53.85Min: 2.44 / Avg: 14.91 / Max: 21.57
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 68.57 / Max: 100Min: 59 / Avg: 80.51 / Max: 97Min: 52 / Avg: 64.77 / Max: 69.25Min: 51 / Avg: 69.75 / Max: 100Min: 59 / Avg: 79.42 / Max: 90Min: 51.75 / Avg: 62.72 / Max: 67.63

AVX512 OffAVX512 OnOpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U816243240SE +/- 0.11, N = 3SE +/- 0.11, N = 7SE +/- 0.10, N = 3SE +/- 0.09, N = 5SE +/- 0.10, N = 3SE +/- 0.33, N = 37.8312.0517.139.1213.2236.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U110220330440550SE +/- 7.04, N = 3SE +/- 3.01, N = 7SE +/- 1.31, N = 3SE +/- 4.31, N = 5SE +/- 2.39, N = 3SE +/- 0.99, N = 3510.12331.58233.17438.37302.21109.681. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1767.84 / Max: 3889Min: 2800 / Avg: 2841.54 / Max: 4680Min: 1397 / Avg: 2229.05 / Max: 5071Min: 1500 / Avg: 1828.99 / Max: 3898Min: 2800 / Avg: 2822.26 / Max: 4497Min: 1600 / Avg: 2415.59 / Max: 5054
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2022.3CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.55 / Avg: 15.51 / Max: 45.72Min: 0.87 / Avg: 32.09 / Max: 69.46Min: 2.43 / Avg: 16.13 / Max: 23.07Min: 0.49 / Avg: 15.12 / Max: 41.63Min: 0.87 / Avg: 28.1 / Max: 52.44Min: 2.3 / Avg: 15.61 / Max: 22.72
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 68.72 / Max: 100Min: 57 / Avg: 82.04 / Max: 100Min: 52.5 / Avg: 65.01 / Max: 72.38Min: 51 / Avg: 69.37 / Max: 100Min: 58 / Avg: 78.93 / Max: 92Min: 51.5 / Avg: 63.86 / Max: 70.5

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCCore i7 1065G7Core i7 1165G7Ryzen 7 7840U306090120150SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 1.30, N = 9SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 1.61, N = 94163925382114
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOpenVKL 1.3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2048.68 / Max: 3891Min: 1819 / Avg: 3027.08 / Max: 4700Min: 1397 / Avg: 3153.2 / Max: 5115Min: 1500 / Avg: 2059.59 / Max: 3898Min: 2800 / Avg: 3047.82 / Max: 4700Min: 1397 / Avg: 3200.13 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOpenVKL 1.3.1CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.37 / Avg: 13.44 / Max: 43.82Min: 0.99 / Avg: 28.25 / Max: 58.4Min: 2.13 / Avg: 17.54 / Max: 29.71Min: 0.52 / Avg: 14.56 / Max: 39.41Min: 1.13 / Avg: 29.02 / Max: 62.7Min: 1.38 / Avg: 16.53 / Max: 25.17
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOpenVKL 1.3.1CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 67 / Max: 97Min: 57 / Avg: 78.08 / Max: 100Min: 42 / Avg: 70.97 / Max: 91.38Min: 52 / Avg: 69.22 / Max: 99Min: 56 / Avg: 78.59 / Max: 100Min: 50.13 / Avg: 68.59 / Max: 91.63
AVX512 OffAVX512 OnOpenBenchmarking.orgItems / Sec Per Watt, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCCore i7 1065G7Core i7 1165G7Ryzen 7 7840U2468103.0512.2305.2473.6412.8266.899

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.44750.8951.34251.792.2375SE +/- 0.001192, N = 3SE +/- 0.012598, N = 15SE +/- 0.001291, N = 3SE +/- 0.001976, N = 3SE +/- 0.021513, N = 15SE +/- 0.013221, N = 30.5131350.8780801.1948700.8488881.4268201.988700
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1878.97 / Max: 3900Min: 2800 / Avg: 2957.76 / Max: 4700Min: 1600 / Avg: 2935.41 / Max: 5084Min: 1500 / Avg: 1934.7 / Max: 3898Min: 2800 / Avg: 2949.98 / Max: 4700Min: 1600 / Avg: 2793.38 / Max: 5090
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.48 / Avg: 13.35 / Max: 46.76Min: 0.72 / Avg: 29.11 / Max: 69.07Min: 2.47 / Avg: 17.41 / Max: 21.62Min: 0.53 / Avg: 15.23 / Max: 44.89Min: 0.84 / Avg: 28.63 / Max: 61.45Min: 2.3 / Avg: 15.25 / Max: 18.08
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 65.85 / Max: 97Min: 56 / Avg: 78.99 / Max: 100Min: 53.88 / Avg: 69.95 / Max: 82.75Min: 52 / Avg: 68.29 / Max: 97Min: 56 / Avg: 78.25 / Max: 100Min: 51.63 / Avg: 64.98 / Max: 82.5
AVX512 OffAVX512 OnOpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.02930.05860.08790.11720.14650.0380.0300.0690.0560.0500.130

AVX512 OffAVX512 OnOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.44510.89021.33531.78042.2255SE +/- 0.000911, N = 3SE +/- 0.012585, N = 15SE +/- 0.003982, N = 3SE +/- 0.002072, N = 3SE +/- 0.020565, N = 15SE +/- 0.013755, N = 30.4889890.8333341.1372400.8283651.3972401.978140
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1875.88 / Max: 3898Min: 1290 / Avg: 2998.66 / Max: 4593Min: 1600 / Avg: 3004.82 / Max: 4912Min: 1500 / Avg: 1919.77 / Max: 3900Min: 2800 / Avg: 2948.5 / Max: 4705Min: 1600 / Avg: 2869.09 / Max: 5042
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.51 / Avg: 13.36 / Max: 45.95Min: 0.78 / Avg: 30.17 / Max: 68.85Min: 2.45 / Avg: 18.51 / Max: 21.55Min: 0.51 / Avg: 15.26 / Max: 44.86Min: 0.76 / Avg: 29.05 / Max: 60.07Min: 2.29 / Avg: 16.05 / Max: 18.85
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 65.81 / Max: 98Min: 56 / Avg: 80.61 / Max: 100Min: 53.5 / Avg: 71.38 / Max: 84.88Min: 51 / Avg: 67.78 / Max: 96Min: 57 / Avg: 78.72 / Max: 100Min: 51.5 / Avg: 66.28 / Max: 82.63
AVX512 OffAVX512 OnOpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.02770.05540.08310.11080.13850.0370.0280.0610.0540.0480.123

AVX512 OffAVX512 OnOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.55571.11141.66712.22282.7785SE +/- 0.001991, N = 3SE +/- 0.018195, N = 15SE +/- 0.006749, N = 3SE +/- 0.005484, N = 3SE +/- 0.023168, N = 15SE +/- 0.015506, N = 30.7552111.2579601.9576401.0343601.6762102.469560
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1944.47 / Max: 3897Min: 2800 / Avg: 3038.26 / Max: 4700Min: 1600 / Avg: 3121.43 / Max: 5115Min: 1500 / Avg: 1961.21 / Max: 3898Min: 2800 / Avg: 2989.56 / Max: 4700Min: 1600 / Avg: 2876.22 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.46 / Avg: 13.34 / Max: 45.95Min: 0.83 / Avg: 30.76 / Max: 66.46Min: 1.3 / Avg: 19.09 / Max: 25.17Min: 0.46 / Avg: 15.27 / Max: 45.69Min: 0.82 / Avg: 30.71 / Max: 59.56Min: 2.3 / Avg: 16.73 / Max: 20.77
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 65.53 / Max: 99Min: 57 / Avg: 82.82 / Max: 100Min: 54 / Avg: 72.22 / Max: 85.5Min: 52 / Avg: 68.26 / Max: 99Min: 56 / Avg: 83.19 / Max: 100Min: 51.88 / Avg: 67.49 / Max: 83.13
AVX512 OffAVX512 OnOpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.03330.06660.09990.13320.16650.0570.0410.1030.0680.0550.148

AVX512 OffAVX512 OnOpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100SE +/- 0.43, N = 3SE +/- 1.06, N = 12SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.88, N = 3SE +/- 0.25, N = 349.1176.0493.5256.0188.34101.81
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U7001400210028003500Min: 1500 / Avg: 1982.21 / Max: 3408Min: 2793 / Avg: 2972.07 / Max: 4000Min: 1600 / Avg: 3190.84 / Max: 3815Min: 1500 / Avg: 2022.54 / Max: 3179Min: 2800 / Avg: 3036.8 / Max: 4196Min: 1600 / Avg: 3170.24 / Max: 4010
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.47 / Avg: 13.74 / Max: 46.78Min: 0.8 / Avg: 30.87 / Max: 67.56Min: 2.38 / Avg: 20.41 / Max: 29.26Min: 0.46 / Avg: 15.03 / Max: 44.96Min: 1.01 / Avg: 30.99 / Max: 57.66Min: 2.31 / Avg: 17.79 / Max: 22.72
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 65.7 / Max: 98Min: 61 / Avg: 83.25 / Max: 100Min: 53.63 / Avg: 75.15 / Max: 79.25Min: 52 / Avg: 67.14 / Max: 96Min: 61 / Avg: 83.91 / Max: 100Min: 52.5 / Avg: 69.21 / Max: 74.25
AVX512 OffAVX512 OnOpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1.28792.57583.86375.15166.43953.5742.4634.5833.7262.8515.724

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerCore i7 1065G7Core i7 1165G7Ryzen 7 7840U2K4K6K8K10KSE +/- 136.38, N = 3SE +/- 2.73, N = 3SE +/- 46.49, N = 3SE +/- 2.60, N = 3SE +/- 4.48, N = 3SE +/- 36.74, N = 12110727700445610304690641921. (CXX) g++ options: -O3 -lm -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2114.26 / Max: 3905Min: 2800 / Avg: 3036.14 / Max: 4701Min: 1600 / Avg: 2918.06 / Max: 5090Min: 1500 / Avg: 2162.5 / Max: 3900Min: 2800 / Avg: 2992.73 / Max: 4700Min: 1600 / Avg: 2600.29 / Max: 5090
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay Studio 0.11CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.48 / Avg: 14 / Max: 46.05Min: 0.95 / Avg: 30.09 / Max: 61.85Min: 2.42 / Avg: 18.88 / Max: 25.03Min: 0.5 / Avg: 14.91 / Max: 43.22Min: 1.1 / Avg: 29.99 / Max: 54.78Min: 1.55 / Avg: 15.54 / Max: 19.5
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 67.68 / Max: 99Min: 59 / Avg: 81.69 / Max: 100Min: 54.25 / Avg: 73.43 / Max: 92Min: 51 / Avg: 69.16 / Max: 98Min: 60 / Avg: 81.03 / Max: 100Min: 52.88 / Avg: 66.21 / Max: 91.88

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerCore i7 1065G7Core i7 1165G7Ryzen 7 7840U80K160K240K320K400KSE +/- 3658.24, N = 3SE +/- 192.36, N = 3SE +/- 922.16, N = 3SE +/- 1847.71, N = 3SE +/- 815.80, N = 3SE +/- 1719.79, N = 43552402436821477643353472195871385531. (CXX) g++ options: -O3 -lm -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2028.58 / Max: 3900Min: 2800 / Avg: 2959.45 / Max: 4700Min: 1600 / Avg: 2829.19 / Max: 5065Min: 1500 / Avg: 1910.95 / Max: 3900Min: 2800 / Avg: 2936.19 / Max: 4700Min: 1397 / Avg: 2579.5 / Max: 5059
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay Studio 0.11CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.47 / Avg: 14.22 / Max: 46Min: 0.72 / Avg: 29.16 / Max: 61.95Min: 2.46 / Avg: 18.3 / Max: 20.94Min: 0.49 / Avg: 14.71 / Max: 41.82Min: 0.96 / Avg: 29.38 / Max: 53.78Min: 2.38 / Avg: 15.37 / Max: 18.62
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 66.74 / Max: 99Min: 56 / Avg: 80.1 / Max: 100Min: 54.75 / Avg: 72.13 / Max: 92Min: 51 / Avg: 67.28 / Max: 96Min: 57 / Avg: 80.45 / Max: 99Min: 52.25 / Avg: 65.62 / Max: 91.75

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9K18K27K36K45KSE +/- 189.84, N = 3SE +/- 75.26, N = 3SE +/- 66.23, N = 3SE +/- 121.29, N = 3SE +/- 354.53, N = 3SE +/- 185.50, N = 44216529470180884080726680165671. (CXX) g++ options: -O3 -lm -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2194.54 / Max: 3905Min: 2800 / Avg: 3082.67 / Max: 4700Min: 1600 / Avg: 2886.03 / Max: 5090Min: 1500 / Avg: 2047.72 / Max: 3900Min: 2800 / Avg: 3035.51 / Max: 4700Min: 1498 / Avg: 2704.05 / Max: 5042
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay Studio 0.11CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.54 / Avg: 14.75 / Max: 45.99Min: 0.77 / Avg: 30.04 / Max: 61.89Min: 2.51 / Avg: 17.68 / Max: 19.94Min: 0.48 / Avg: 14.89 / Max: 44Min: 0.91 / Avg: 29.51 / Max: 54.99Min: 2.23 / Avg: 15.31 / Max: 19.17
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.67 / Max: 98Min: 56 / Avg: 81.89 / Max: 100Min: 54.75 / Avg: 71.36 / Max: 91.88Min: 51 / Avg: 68.36 / Max: 98Min: 57 / Avg: 81.26 / Max: 97Min: 51.88 / Avg: 66.4 / Max: 91.63

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerCore i7 1065G7Core i7 1165G7Ryzen 7 7840U300K600K900K1200K1500KSE +/- 10697.42, N = 3SE +/- 1928.99, N = 3SE +/- 5872.37, N = 3SE +/- 1706.45, N = 3SE +/- 954.05, N = 3SE +/- 3927.76, N = 3137031796785459792313170478704475489031. (CXX) g++ options: -O3 -lm -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2017.35 / Max: 3904Min: 1123 / Avg: 2881.34 / Max: 4700Min: 1476 / Avg: 2620.35 / Max: 5115Min: 1500 / Avg: 1850.52 / Max: 3898Min: 1025 / Avg: 2858.41 / Max: 4700Min: 1397 / Avg: 2390.31 / Max: 5090
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay Studio 0.11CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.3 / Avg: 14.63 / Max: 46.04Min: 0.9 / Avg: 28.91 / Max: 61.32Min: 2.42 / Avg: 17.62 / Max: 21.44Min: 0.51 / Avg: 14.8 / Max: 43.71Min: 0.88 / Avg: 29.22 / Max: 53.68Min: 2.33 / Avg: 15.24 / Max: 19.34
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 66.42 / Max: 99Min: 57 / Avg: 79.19 / Max: 100Min: 54 / Avg: 69.79 / Max: 92Min: 51 / Avg: 66.58 / Max: 98Min: 58 / Avg: 79.17 / Max: 99Min: 51.63 / Avg: 64.4 / Max: 91.75

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerCore i7 1065G7Core i7 1165G7Ryzen 7 7840U3K6K9K12K15KSE +/- 66.39, N = 3SE +/- 110.89, N = 12SE +/- 29.78, N = 3SE +/- 18.89, N = 3SE +/- 20.19, N = 3SE +/- 57.01, N = 3128439101570712342850750601. (CXX) g++ options: -O3 -lm -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2275.97 / Max: 3900Min: 2800 / Avg: 3029.48 / Max: 4745Min: 1600 / Avg: 2707.76 / Max: 5078Min: 1500 / Avg: 2138.7 / Max: 3900Min: 2800 / Avg: 2998.13 / Max: 4700Min: 1600 / Avg: 2587.32 / Max: 5040
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay Studio 0.11CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.5 / Avg: 14.69 / Max: 45.99Min: 0.76 / Avg: 29.1 / Max: 62.9Min: 2.42 / Avg: 16.82 / Max: 18.82Min: 0.5 / Avg: 14.98 / Max: 42.8Min: 0.92 / Avg: 30.1 / Max: 53.92Min: 1.42 / Avg: 15.43 / Max: 18.56
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 69.27 / Max: 99Min: 56 / Avg: 80.51 / Max: 100Min: 53 / Avg: 68.68 / Max: 92Min: 51 / Avg: 69.52 / Max: 97Min: 57 / Avg: 81.15 / Max: 100Min: 52.25 / Avg: 65.44 / Max: 91.75

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerCore i7 1065G7Core i7 1165G7Ryzen 7 7840U90K180K270K360K450KSE +/- 449.20, N = 3SE +/- 2472.90, N = 3SE +/- 2250.38, N = 3SE +/- 557.19, N = 3SE +/- 322.06, N = 3SE +/- 466.38, N = 34122312966751878533997162689821612581. (CXX) g++ options: -O3 -lm -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2077.85 / Max: 3900Min: 2800 / Avg: 2959.91 / Max: 4700Min: 1397 / Avg: 2633.31 / Max: 5083Min: 1500 / Avg: 1908.39 / Max: 3900Min: 2800 / Avg: 2914.09 / Max: 4700Min: 1600 / Avg: 2619.9 / Max: 5090
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay Studio 0.11CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.55 / Avg: 14.78 / Max: 46.01Min: 0.67 / Avg: 29.47 / Max: 63.1Min: 2.4 / Avg: 16.68 / Max: 18.57Min: 0.51 / Avg: 14.95 / Max: 42.81Min: 1 / Avg: 28.35 / Max: 53.17Min: 2.3 / Avg: 15.83 / Max: 18.54
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 67.19 / Max: 99Min: 57 / Avg: 80.48 / Max: 100Min: 53 / Avg: 68 / Max: 92Min: 51 / Avg: 66.8 / Max: 98Min: 53 / Avg: 78.7 / Max: 96Min: 52.13 / Avg: 66.07 / Max: 91.75

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerCore i7 1065G7Core i7 1165G7Ryzen 7 7840U11K22K33K44K55KSE +/- 213.05, N = 3SE +/- 25.42, N = 3SE +/- 44.38, N = 3SE +/- 64.71, N = 3SE +/- 288.86, N = 3SE +/- 180.02, N = 35048635745224794882032189190641. (CXX) g++ options: -O3 -lm -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2174.18 / Max: 3900Min: 2800 / Avg: 3138.07 / Max: 4700Min: 1600 / Avg: 2796.48 / Max: 5097Min: 1500 / Avg: 2016.36 / Max: 3904Min: 2800 / Avg: 3124.54 / Max: 4702Min: 1467 / Avg: 2743.95 / Max: 5065
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay Studio 0.11CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.47 / Avg: 14.75 / Max: 46.77Min: 0.69 / Avg: 30.96 / Max: 62.3Min: 2.42 / Avg: 16.51 / Max: 18.68Min: 0.42 / Avg: 15.02 / Max: 42.71Min: 0.87 / Avg: 31.61 / Max: 54.07Min: 2.35 / Avg: 16.26 / Max: 18.62
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68.05 / Max: 98Min: 56 / Avg: 82.83 / Max: 100Min: 52.75 / Avg: 68.5 / Max: 91.88Min: 50 / Avg: 68.7 / Max: 98Min: 49 / Avg: 82.23 / Max: 100Min: 52.13 / Avg: 67.57 / Max: 91.88

AVX512 OffAVX512 OnOpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerCore i7 1065G7Core i7 1165G7Ryzen 7 7840U300K600K900K1200K1500KSE +/- 17616.28, N = 4SE +/- 1916.25, N = 3SE +/- 6114.98, N = 3SE +/- 4397.04, N = 3SE +/- 1190.01, N = 3SE +/- 4373.49, N = 316110461166612739575157184810762026287671. (CXX) g++ options: -O3 -lm -ldl
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2055.58 / Max: 3900Min: 2800 / Avg: 2909.36 / Max: 4700Min: 1397 / Avg: 2499.25 / Max: 5115Min: 1500 / Avg: 1862.62 / Max: 3900Min: 2800 / Avg: 2830.56 / Max: 4700Min: 1397 / Avg: 2505 / Max: 5044
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterOSPRay Studio 0.11CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.48 / Avg: 15.12 / Max: 46.77Min: 0.78 / Avg: 29.67 / Max: 62.04Min: 2.45 / Avg: 16.59 / Max: 19.07Min: 0.5 / Avg: 15.1 / Max: 42.74Min: 0.85 / Avg: 28.83 / Max: 53.93Min: 2.35 / Avg: 16.12 / Max: 18.51
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 66.63 / Max: 99Min: 60 / Avg: 80 / Max: 100Min: 52.88 / Avg: 67.17 / Max: 91.88Min: 51 / Avg: 66.61 / Max: 98Min: 59 / Avg: 78.96 / Max: 98Min: 52.5 / Avg: 65.86 / Max: 91.75

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.

AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50Core i7 1065G7Core i7 1165G7Ryzen 7 7840U48121620SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 34.796.878.847.189.7416.44
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1499 / Avg: 1843.63 / Max: 3900Min: 2480 / Avg: 2804.16 / Max: 4678Min: 1397 / Avg: 2354.16 / Max: 5115Min: 1500 / Avg: 2064.86 / Max: 3910Min: 2500 / Avg: 2932.98 / Max: 4700Min: 1600 / Avg: 2503.99 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U918273645Min: 0.48 / Avg: 14.84 / Max: 44.3Min: 0.94 / Avg: 30.43 / Max: 33.38Min: 2.56 / Avg: 14.97 / Max: 18.68Min: 0.5 / Avg: 15.25 / Max: 38.43Min: 0.86 / Avg: 26.27 / Max: 45.13Min: 2.34 / Avg: 14.98 / Max: 19.36
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 68 / Max: 100Min: 61 / Avg: 78.84 / Max: 86Min: 53.63 / Avg: 64.14 / Max: 81.63Min: 52 / Avg: 69.89 / Max: 100Min: 60 / Avg: 77.87 / Max: 100Min: 52.88 / Avg: 64.09 / Max: 82.38
AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50Core i7 1065G7Core i7 1165G7Ryzen 7 7840U0.24710.49420.74130.98841.23550.3230.2260.5910.4710.3711.098

AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: AlexNetCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100SE +/- 0.24, N = 3SE +/- 0.57, N = 15SE +/- 0.03, N = 3SE +/- 0.38, N = 15SE +/- 1.39, N = 15SE +/- 0.18, N = 327.3236.8746.2138.4752.9777.65
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 2018.76 / Max: 3900Min: 2781 / Avg: 2995.19 / Max: 4690Min: 1600 / Avg: 2846.76 / Max: 5108Min: 1500 / Avg: 2287.79 / Max: 3900Min: 1499 / Avg: 3290.02 / Max: 4700Min: 1600 / Avg: 3138.08 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.51 / Avg: 15.19 / Max: 44.15Min: 0.7 / Avg: 29.69 / Max: 58.48Min: 2.33 / Avg: 14.91 / Max: 20.04Min: 0.38 / Avg: 15.46 / Max: 35.42Min: 0.83 / Avg: 27.28 / Max: 43.45Min: 2.27 / Avg: 14.97 / Max: 20.52
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 67.13 / Max: 100Min: 57 / Avg: 78.74 / Max: 100Min: 52.13 / Avg: 63.4 / Max: 75Min: 51 / Avg: 68.15 / Max: 99Min: 56 / Avg: 78.33 / Max: 100Min: 51.88 / Avg: 63.04 / Max: 74.25
AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: AlexNetCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1.16732.33463.50194.66925.83651.7981.2423.1002.4891.9425.188

AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: GoogLeNetCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860SE +/- 0.10, N = 3SE +/- 0.26, N = 3SE +/- 0.19, N = 11SE +/- 0.17, N = 8SE +/- 0.52, N = 15SE +/- 0.32, N = 312.2718.3825.7819.9228.6251.19
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1886.76 / Max: 3898Min: 2788 / Avg: 2919 / Max: 4700Min: 1397 / Avg: 2268.99 / Max: 5115Min: 1500 / Avg: 2098.69 / Max: 3905Min: 2100 / Avg: 3065.73 / Max: 4670Min: 1600 / Avg: 2744.41 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.51 / Avg: 14.78 / Max: 44.89Min: 0.86 / Avg: 31.62 / Max: 65.51Min: 2.29 / Avg: 14.74 / Max: 18.69Min: 0.5 / Avg: 15.36 / Max: 38.12Min: 0.74 / Avg: 27.84 / Max: 50.24Min: 2.26 / Avg: 15.61 / Max: 18.53
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 68.05 / Max: 100Min: 57 / Avg: 80.72 / Max: 100Min: 51.75 / Avg: 64.18 / Max: 80.38Min: 51 / Avg: 69.53 / Max: 100Min: 57 / Avg: 80.77 / Max: 100Min: 51.38 / Avg: 64.58 / Max: 81
AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: GoogLeNetCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.73781.47562.21342.95123.6890.8300.5811.7491.2971.0283.279

AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50Core i7 1065G7Core i7 1165G7Ryzen 7 7840U48121620SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 34.676.778.547.5110.5116.74
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1400 / Avg: 1818.66 / Max: 3899Min: 2300 / Avg: 2806.41 / Max: 4700Min: 1397 / Avg: 2314.99 / Max: 5090Min: 1500 / Avg: 1981.7 / Max: 3900Min: 2400 / Avg: 2965.08 / Max: 4681Min: 1481 / Avg: 2443.03 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.48 / Avg: 14.62 / Max: 45.32Min: 0.8 / Avg: 30.99 / Max: 64.8Min: 2.32 / Avg: 15.12 / Max: 18.57Min: 0.46 / Avg: 15 / Max: 40.45Min: 1 / Avg: 28.44 / Max: 57.17Min: 2.3 / Avg: 15.49 / Max: 18.57
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 67.33 / Max: 100Min: 58 / Avg: 79.44 / Max: 100Min: 51.88 / Avg: 64.46 / Max: 82.5Min: 52 / Avg: 70.11 / Max: 100Min: 60 / Avg: 81.38 / Max: 100Min: 51.5 / Avg: 64.68 / Max: 83.13
AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50Core i7 1065G7Core i7 1165G7Ryzen 7 7840U0.24320.48640.72960.97281.2160.3190.2180.5650.5010.3701.081

AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: AlexNetCore i7 1065G7Core i7 1165G7Ryzen 7 7840U306090120150SE +/- 0.20, N = 3SE +/- 0.28, N = 3SE +/- 0.71, N = 5SE +/- 0.01, N = 3SE +/- 0.75, N = 15SE +/- 0.62, N = 332.1344.9164.7946.6564.56113.58
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1500 / Avg: 1972.67 / Max: 3900Min: 2774 / Avg: 2912.84 / Max: 4676Min: 1397 / Avg: 2385.68 / Max: 5104Min: 1500 / Avg: 2211.1 / Max: 3892Min: 2799 / Avg: 3258.87 / Max: 4654Min: 1600 / Avg: 2758.63 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1224364860Min: 0.52 / Avg: 14.84 / Max: 45.38Min: 0.85 / Avg: 29.92 / Max: 63.12Min: 2.4 / Avg: 15.06 / Max: 18.85Min: 0.45 / Avg: 15.18 / Max: 38.45Min: 0.77 / Avg: 29.22 / Max: 51.31Min: 2.31 / Avg: 15.27 / Max: 18.5
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 52 / Avg: 67.19 / Max: 100Min: 57 / Avg: 79.02 / Max: 97Min: 52.75 / Avg: 64.51 / Max: 76.5Min: 51 / Avg: 68.26 / Max: 98Min: 59 / Avg: 81.56 / Max: 100Min: 51.5 / Avg: 63.39 / Max: 73.63
AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: AlexNetCore i7 1065G7Core i7 1165G7Ryzen 7 7840U2468102.1651.5014.3013.0732.2097.437

AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1122334455SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.53, N = 411.9717.9724.8720.7729.9648.05
AVX512 OffAVX512 OnOpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U9001800270036004500Min: 1369 / Avg: 1814.18 / Max: 3900Min: 2735 / Avg: 2832.27 / Max: 4700Min: 1397 / Avg: 2133.84 / Max: 5090Min: 1500 / Avg: 1986.77 / Max: 3898Min: 2765 / Avg: 3041.34 / Max: 4700Min: 1397 / Avg: 2446.2 / Max: 5115
AVX512 OffAVX512 OnOpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U1326395265Min: 0.45 / Avg: 14.32 / Max: 46.25Min: 0.75 / Avg: 30.97 / Max: 64.87Min: 2.34 / Avg: 15.09 / Max: 18.15Min: 0.5 / Avg: 15.03 / Max: 38.5Min: 0.73 / Avg: 29.75 / Max: 51.64Min: 2.33 / Avg: 15.09 / Max: 19.27
AVX512 OffAVX512 OnOpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature MonitorCore i7 1065G7Core i7 1165G7Ryzen 7 7840U20406080100Min: 51 / Avg: 66.87 / Max: 99Min: 56 / Avg: 80.32 / Max: 100Min: 52 / Avg: 64.45 / Max: 79.25Min: 51 / Avg: 69.29 / Max: 97Min: 55 / Avg: 82.77 / Max: 100Min: 51.5 / Avg: 64.05 / Max: 80
AVX512 OffAVX512 OnOpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetCore i7 1065G7Core i7 1165G7Ryzen 7 7840U0.71621.43242.14862.86483.5810.8360.5801.6481.3821.0073.183

Geometric Mean Of All Test Results

AVX512 OffAVX512 OnOpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Ryzen 7 7840U AMD Zen 4 AVX-512 AnalysisCore i7 1065G7Core i7 1165G7Ryzen 7 7840U36912153.0234.5107.2864.0656.04611.233

66 Results Shown

CPU Peak Freq (Highest CPU Core Frequency) Monitor:
  Phoronix Test Suite System Monitoring:
    Megahertz
    Watts
    Celsius
Cpuminer-Opt:
  scrypt
  Quad SHA-256, Pyrite
  Myriad-Groestl
  Blake-2 S
  x25x
  Garlicoin
  Skeincoin
  LBC, LBRY Credits
Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
  Pathtracer ISPC - Crown
libxsmm
miniBUDE:
  OpenMP - BM1:
    GFInst/s
    Billion Interactions/s
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
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
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
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 16 - AlexNet
  CPU - 16 - GoogLeNet
  CPU - 64 - ResNet-50
  CPU - 64 - AlexNet
  CPU - 64 - GoogLeNet
Geometric Mean Of All Test Results

Core i7 1065G7: AVX512 Off

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xb8 - Thermald 2.5.2
Python Notes: Python 3.11.2
Security Notes: 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

Testing initiated at 11 July 2023 06:42 by user phoronix.

Core i7 1065G7: AVX512 On

Processor: Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Dell 06CDVY (1.0.9 BIOS), Chipset: Intel Ice Lake-LP DRAM, Memory: 16GB, Disk: Toshiba KBG40ZPZ512G NVMe 512GB, Graphics: Intel Iris Plus ICL GT2 16GB (1100MHz), Audio: Realtek ALC289, Network: Intel Ice Lake-LP PCH CNVi WiFi

OS: Ubuntu 23.04, Kernel: 6.2.0-24-generic (x86_64), Desktop: GNOME Shell 44.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.0.4-0ubuntu1~23.04.1, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xb8 - Thermald 2.5.2
Python Notes: Python 3.11.2
Security Notes: 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

Testing initiated at 10 July 2023 15:40 by user phoronix.

Core i7 1165G7: AVX512 Off

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xa6 - Thermald 2.5.2
Python Notes: Python 3.11.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 9 July 2023 08:32 by user phoronix.

Core i7 1165G7: AVX512 On

Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (3.15.0 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe TGL GT2 15GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

OS: Ubuntu 23.04, Kernel: 6.2.0-24-generic (x86_64), Desktop: GNOME Shell 44.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.0.2, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xa6 - Thermald 2.5.2
Python Notes: Python 3.11.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 8 July 2023 19:01 by user phoronix.

Ryzen 7 7840U: AVX512 Off

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa704101
Python Notes: Python 3.11.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 8 July 2023 00:48 by user phoronix.

Ryzen 7 7840U: AVX512 On

Processor: AMD Ryzen 7 7840U @ 3.30GHz (8 Cores / 16 Threads), Motherboard: PHX Ray_PEU (V1.04 BIOS), Chipset: AMD Device 14e8, Memory: 16GB, Disk: 1024GB Micron_3400_MTFDKBA1T0TFH, Graphics: AMD Phoenix1 512MB (2700/400MHz), Audio: AMD Rembrandt Radeon HD Audio, Network: MEDIATEK MT7922 802.11ax PCI

OS: Ubuntu 23.04, Kernel: 6.2.0-24-generic (x86_64), Desktop: KDE Plasma 5.27.4, Display Server: X Server 1.21.1.7, OpenGL: 4.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49), Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 3200x2000

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-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 Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa704101
Python Notes: Python 3.11.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 8 July 2023 12:01 by user phoronix.