Ubuntu 24.04 Linux Intel AMD Benchmarks

Ubuntu 24.04 benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2404255-NE-UBUNTU24045
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C/C++ Compiler Tests 3 Tests
CPU Massive 4 Tests
Creator Workloads 10 Tests
Encoding 3 Tests
Game Development 2 Tests
HPC - High Performance Computing 5 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 2 Tests
Multi-Core 12 Tests
NVIDIA GPU Compute 3 Tests
Intel oneAPI 3 Tests
OpenMPI Tests 3 Tests
Programmer / Developer System Benchmarks 2 Tests
Python 2 Tests
Renderers 4 Tests
Scientific Computing 3 Tests
Server CPU Tests 5 Tests
Video Encoding 3 Tests

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Identifier
Performance Per
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Date
Run
  Test
  Duration
Core i9 14900K: Ubuntu 22.04.4
April 23
  3 Hours, 46 Minutes
Core i9 14900K: Ubuntu 23.10
April 24
  3 Hours, 49 Minutes
Core i9 14900K: Ubuntu 24.04
April 25
  4 Hours, 11 Minutes
Ryzen 9 7950X: Ubuntu 22.04.4
April 23
  3 Hours, 18 Minutes
Ryzen 9 7950X: Ubuntu 23.10
April 24
  3 Hours, 17 Minutes
Ryzen 9 7950X: Ubuntu 24.04
April 25
  3 Hours, 43 Minutes
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  3 Hours, 41 Minutes

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ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionCore i9 14900KRyzen 9 7950X Ubuntu 22.04.4 Ubuntu 23.10 Ubuntu 24.04 Ubuntu 22.04.4 Ubuntu 23.10 Ubuntu 24.04Intel Core i9-14900K @ 5.70GHz (24 Cores / 32 Threads)ASUS PRIME Z790-P WIFI (1402 BIOS)Intel Device 7a272 x 16GB DDR5-6000MT/s Corsair CMK32GX5M2B6000C36Western Digital WD_BLACK SN850X 2000GBGFX1100 24GB (2304/1249MHz)Realtek ALC897ASUS VP28UUbuntu 22.046.5.0-28-generic (x86_64)GNOME Shell 42.9X Server + Wayland4.6 Mesa 23.2.1-1ubuntu3.1~22.04.2 (LLVM 15.0.7 DRM 3.54)1.3.255GCC 11.4.0ext43840x2160AMD Radeon RX 7900 XTX 24GB (2304/1249MHz)Ubuntu 23.10GNOME Shell 45.24.6 Mesa 23.2.1-1ubuntu3.1 (LLVM 15.0.7 DRM 3.54)GCC 13.2.0Intel Raptor Lake-S PCHXFX AMD Radeon RX 7900 XTX 24GBUbuntu 24.046.8.0-31-generic (x86_64)GNOME Shell 46.04.6 Mesa 24.0.5-1ubuntu1 (LLVM 17.0.6 DRM 3.57)AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads)ASUS ROG STRIX X670E-E GAMING WIFI (1905 BIOS)AMD Device 14d82 x 16GB DDR5-6000MT/s G Skill F5-6000J3038F16GGFX1100 24GB (2304/1249MHz)AMD Device ab30DELL U2723QEIntel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 22.046.5.0-28-generic (x86_64)GNOME Shell 42.94.6 Mesa 23.2.1-1ubuntu3.1~22.04.2 (LLVM 15.0.7 DRM 3.54)1.3.255GCC 11.4.0AMD Radeon RX 7900 XTX 24GB (2304/1249MHz)AMD Navi 31 HDMI/DPUbuntu 23.10GNOME Shell 45.24.6 Mesa 23.2.1-1ubuntu3.1 (LLVM 15.0.7 DRM 3.54)GCC 13.2.0XFX AMD Radeon RX 7900 XTX 24GB (2200/3000MHz)Intel I225-V + Intel Wi-Fi 6EUbuntu 24.046.8.0-31-generic (x86_64)GNOME Shell 46.04.6 Mesa 24.0.5-1ubuntu1 (LLVM 17.0.6 DRM 3.57)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Core i9 14900K: Ubuntu 22.04.4: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Core i9 14900K: Ubuntu 23.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Core i9 14900K: Ubuntu 24.04: --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-backtrace --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-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-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 - Ryzen 9 7950X: Ubuntu 22.04.4: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ryzen 9 7950X: Ubuntu 23.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ryzen 9 7950X: Ubuntu 24.04: --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-backtrace --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-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-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 i9 14900K: Ubuntu 22.04.4: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x11d - Thermald 2.4.9- Core i9 14900K: Ubuntu 23.10: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x11d - Thermald 2.5.4- Core i9 14900K: Ubuntu 24.04: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x122 - Thermald 2.5.6- Ryzen 9 7950X: Ubuntu 22.04.4: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa601206- Ryzen 9 7950X: Ubuntu 23.10: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa601206- Ryzen 9 7950X: Ubuntu 24.04: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa601206Graphics Details- Core i9 14900K: Ubuntu 22.04.4: BAR1 / Visible vRAM Size: 24560 MB - vBIOS Version: 113-D7020100-102- Core i9 14900K: Ubuntu 23.10: BAR1 / Visible vRAM Size: 24560 MB - vBIOS Version: 113-D7020100-102- Core i9 14900K: Ubuntu 24.04: BAR1 / Visible vRAM Size: 24560 MB- Ryzen 9 7950X: Ubuntu 22.04.4: BAR1 / Visible vRAM Size: 24560 MB - vBIOS Version: 113-D7020100-102- Ryzen 9 7950X: Ubuntu 23.10: BAR1 / Visible vRAM Size: 24560 MB - vBIOS Version: 113-D7020100-102- Ryzen 9 7950X: Ubuntu 24.04: BAR1 / Visible vRAM Size: 24560 MB - vBIOS Version: 102-RAPHAEL-008Java Details- Core i9 14900K: Ubuntu 22.04.4: OpenJDK Runtime Environment (build 11.0.22+7-post-Ubuntu-0ubuntu222.04.1)- Core i9 14900K: Ubuntu 23.10: OpenJDK Runtime Environment (build 11.0.22+7-post-Ubuntu-0ubuntu223.10.1)- Core i9 14900K: Ubuntu 24.04: OpenJDK Runtime Environment (build 11.0.23+9-post-Ubuntu-1ubuntu1)- Ryzen 9 7950X: Ubuntu 22.04.4: OpenJDK Runtime Environment (build 11.0.22+7-post-Ubuntu-0ubuntu222.04.1)- Ryzen 9 7950X: Ubuntu 23.10: OpenJDK Runtime Environment (build 11.0.22+7-post-Ubuntu-0ubuntu223.10.1)- Ryzen 9 7950X: Ubuntu 24.04: OpenJDK Runtime Environment (build 11.0.23+9-post-Ubuntu-1ubuntu1)Python Details- Core i9 14900K: Ubuntu 22.04.4: Python 3.10.12- Core i9 14900K: Ubuntu 23.10: Python 3.11.6- Core i9 14900K: Ubuntu 24.04: Python 3.12.3- Ryzen 9 7950X: Ubuntu 22.04.4: Python 3.10.12- Ryzen 9 7950X: Ubuntu 23.10: Python 3.11.6- Ryzen 9 7950X: Ubuntu 24.04: Python 3.12.3Security Details- Core i9 14900K: Ubuntu 22.04.4: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Core i9 14900K: Ubuntu 23.10: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Core i9 14900K: Ubuntu 24.04: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Mitigation of Clear Register File + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; RSB filling; PBRSB-eIBRS: SW sequence; BHI: BHI_DIS_S + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 9 7950X: Ubuntu 22.04.4: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 9 7950X: Ubuntu 23.10: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 9 7950X: Ubuntu 24.04: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

furmark: 3840 x 2160 - FurMark OpenGL - Offfurmark: 3840 x 2160 - FurMark Vulkan - Offfurmark: 3840 x 2160 - FurMark Knot OpenGL - Offfurmark: 3840 x 2160 - Furmark Knot Vulkan - Offgravitymark: 3840 x 2160 - Vulkanvkmark: 3840 x 2160 - Mailboxpybench: Total For Average Test Timespyperformance: goblender: Junkshop - CPU-Onlyappleseed: Emilyluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Crownastcenc: Mediumastcenc: Very Thoroughastcenc: Exhaustiveavifenc: 0avifenc: 2uvg266: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Mediumlammps: 20k Atomsnamd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomsgromacs: MPI CPU - water_GMX50_bareopenradioss: Rubber O-Ring Seal Installationopenradioss: Cell Phone Drop Testopenradioss: Bumper Beamdacapobench: Tradebeansdacapobench: Tradesoapdacapobench: Apache Cassandradacapobench: GraphChiopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - 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 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUCore i9 14900KRyzen 9 7950X Ubuntu 22.04.4 Ubuntu 23.10 Ubuntu 24.04 Ubuntu 22.04.4 Ubuntu 23.10 Ubuntu 24.04125.31836295.21592239.32193348.088684228.2973843910474.87168.4101424.253.534950160634584819042136.286530.1040144.89272.43901.488868.68633.43914.1319.3116.6741.580160.462671.134106.5263.55114.021212684865401242018.58429.3855.44144.201847.3912.99695.6911.4964.37124.18354.3067.70375.2321.29844.139.461042.3722.92128.957411118.01636340.67269858.816053256.52198937764.576.12170.2225174.203.534863160033581418972036.365830.2795146.04502.50981.531067.49632.69514.2019.0917.4931.580140.465851.143105.7960.56113.751080160375358237518.65426.9955.19144.851867.4912.84707.8311.2964.53123.86354.4267.67373.6121.38848.509.421046.1122.82128.686030117.39280545.03080157.547407264.13263838362.075.06171.6954874.473.704966162665587019110336.323930.4012145.83022.50661.529567.61032.61514.2719.1516.9771.540080.464591.149106.0660.56116.151130390775518236818.65427.5855.53143.771794.1913.10689.0211.5365.22122.49360.9966.42369.9421.54835.909.411043.4922.75123.354762106.36367338.93613753.387944166.1969360812672.19149.1258784.934.204258140082503316482134.370431.9248157.69202.69091.634073.26036.38515.6721.7016.1292.920430.789602.70466.4452.8490.67350624535516212126.40302.6095.3983.852648.456.041555.615.14135.7758.87754.5921.19472.8716.881934.674.131639.839.63128.576742116.60517940.98875458.392498236.72126653378.072.22149.6137354.944.234250139923501916432034.360431.9888156.90212.67821.625671.69336.08415.6521.6216.2522.941160.789672.69766.0452.8990.01346423865463214726.47301.6993.1585.852654.376.021534.475.21135.8558.84762.1820.98459.9417.361946.894.101636.769.66127.740163115.61037444.72732357.231660247.42385354476.471.43149.2389715.004.234230138968500416368134.528332.2507156.82402.68721.630271.36435.87515.6721.7016.2252.931070.790002.68966.1853.1191.74343024355520215626.55300.8494.1884.872645.536.021545.205.16136.3058.61786.7720.30467.6717.061920.894.151650.409.52OpenBenchmarking.org

FurMark

FurMark 2 is a cross-platform GPU stress test that can exercise both OpenGL and Vulkan drivers/GPUs. FurMark 2 is the successor to the original FurMark benchmark. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxCore i9 14900K125.3127.7129.0Ryzen 9 7950X123.4126.6128.6OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 3840 x 2160 - Demo: FurMark OpenGL - MSAA: OffUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.44080120160200

MinAvgMaxCore i9 14900K95.2110.2118.0Ryzen 9 7950X106.4112.9116.6OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 3840 x 2160 - Demo: FurMark Vulkan - MSAA: OffUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.44080120160200

MinAvgMaxCore i9 14900K39.341.745.0Ryzen 9 7950X38.941.644.7OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 3840 x 2160 - Demo: FurMark Knot OpenGL - MSAA: OffUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.41224364860

MinAvgMaxCore i9 14900K48.154.858.8Ryzen 9 7950X53.456.358.4OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 3840 x 2160 - Demo: Furmark Knot Vulkan - MSAA: OffUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.41632486480

GravityMark

GravityMark is a cross-API, cross-platform GPU accelerated benchmark developed by Tellusim. GravityMark aims to exploit the performance of modern GPUs and render hundreds of thousands of objects in real-time all using GPU acceleration. GravityMark supports a variety of graphics rendering APIs and optionally supports accelerated ray-tracing. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxCore i9 14900K228.2249.6264.1Ryzen 9 7950X166.1216.7247.4OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 3840 x 2160 - Renderer: VulkanUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.470140210280350

VKMark

VKMark is a collection of open-source Vulkan tests / rendering benchmarks. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxCore i9 14900K97382145532638Ryzen 9 7950X96931827123853OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2022-05-16Resolution: 3840 x 2160 - Present Mode: MailboxUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.48K16K24K32K40K

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxCore i9 14900K377.0399.7439.0Ryzen 9 7950X533.0561.7608.0OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.4160320480640800

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxCore i9 14900K62.076.8104.0Ryzen 9 7950X76.493.5126.0OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.44080120160200

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X71.471.972.2Core i9 14900K74.975.476.1OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.1Blend File: Junkshop - Compute: CPU-OnlyUbuntu 24.04Ubuntu 22.04.4Ubuntu 23.1020406080100

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X149.1149.3149.6Core i9 14900K168.4170.1171.7OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 22.04.4Ubuntu 24.04Ubuntu 23.1050100150200250

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X4.95.05.0Core i9 14900K4.24.34.5OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.41.743.485.226.968.7

MinAvgMaxRyzen 9 7950X4.24.24.2Core i9 14900K3.53.63.7OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.41.35642.71284.06925.42566.782

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.

MinAvgMaxRyzen 9 7950X423042464258Core i9 14900K486349264966OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.413002600390052006500

MinAvgMaxRyzen 9 7950X138968139658140082Core i9 14900K160033161111162665OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.440K80K120K160K200K

MinAvgMaxRyzen 9 7950X500450195033Core i9 14900K581458445870OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.416003200480064008000

MinAvgMaxRyzen 9 7950X163681164274164821Core i9 14900K189720190415191103OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.450K100K150K200K250K

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.

MinAvgMaxCore i9 14900K36.336.336.4Ryzen 9 7950X34.434.434.5OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.41020304050

MinAvgMaxRyzen 9 7950X31.932.132.3Core i9 14900K30.130.330.4OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.4918273645

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X156.8157.1157.7Core i9 14900K144.9145.6146.1OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: MediumUbuntu 22.04.4Ubuntu 23.10Ubuntu 24.044080120160200

MinAvgMaxRyzen 9 7950X2.72.72.7Core i9 14900K2.42.52.5OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Very ThoroughUbuntu 22.04.4Ubuntu 24.04Ubuntu 23.101.42352.8474.27055.6947.1175

MinAvgMaxRyzen 9 7950X1.61.61.6Core i9 14900K1.51.51.5OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustiveUbuntu 22.04.4Ubuntu 24.04Ubuntu 23.100.79291.58582.37873.17163.9645

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

MinAvgMaxCore i9 14900K67.567.968.7Ryzen 9 7950X71.472.173.3OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 0Ubuntu 23.10Ubuntu 24.04Ubuntu 22.04.420406080100

MinAvgMaxCore i9 14900K32.632.933.4Ryzen 9 7950X35.936.136.4OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Ubuntu 24.04Ubuntu 23.10Ubuntu 22.04.41020304050

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X15.715.715.7Core i9 14900K14.114.214.3OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 24.04Ubuntu 22.04.4Ubuntu 23.10510152025

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X21.621.721.7Core i9 14900K19.119.219.3OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 24.04Ubuntu 22.04.4Ubuntu 23.10612182430

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxCore i9 14900K16.717.017.5Ryzen 9 7950X16.116.216.3OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.4510152025

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X2.92.92.9Core i9 14900K1.51.61.6OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.41.49392.98784.48175.97567.4695

MinAvgMaxRyzen 9 7950X0.80.80.8Core i9 14900K0.50.50.5OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.40.38890.77781.16671.55561.9445

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X2.72.72.7Core i9 14900K1.11.11.1OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 22.04.4Ubuntu 23.10Ubuntu 24.041.42722.85444.28165.70887.136

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X66.066.266.4Core i9 14900K105.8106.1106.5OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.420406080100

MinAvgMaxRyzen 9 7950X52.852.953.1Core i9 14900K60.661.663.6OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestUbuntu 22.04.4Ubuntu 23.10Ubuntu 24.0420406080100

MinAvgMaxRyzen 9 7950X90.090.891.7Core i9 14900K113.8114.6116.2OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamUbuntu 23.10Ubuntu 22.04.4Ubuntu 24.044080120160200

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

MinAvgMaxRyzen 9 7950X343034673506Core i9 14900K108011141012126OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradebeansUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.44K8K12K16K20K

MinAvgMaxRyzen 9 7950X238624252453Core i9 14900K603778679077OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradesoapUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.42K4K6K8K10K

MinAvgMaxCore i9 14900K535854265518Ryzen 9 7950X546355005520OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache CassandraUbuntu 23.10Ubuntu 22.04.4Ubuntu 24.0414002800420056007000

MinAvgMaxRyzen 9 7950X212121412156Core i9 14900K236823882420OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: GraphChiUbuntu 22.04.4Ubuntu 23.10Ubuntu 24.046001200180024003000

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.

MinAvgMaxRyzen 9 7950X26.426.526.6Core i9 14900K18.618.618.7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.4816243240

MinAvgMaxRyzen 9 7950X300.8301.7302.6Core i9 14900K427.0428.0429.4OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.4110220330440550

MinAvgMaxRyzen 9 7950X93.294.295.4Core i9 14900K55.255.455.5OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUUbuntu 22.04.4Ubuntu 24.04Ubuntu 23.1020406080100

MinAvgMaxRyzen 9 7950X83.984.985.9Core i9 14900K143.8144.3144.9OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUUbuntu 22.04.4Ubuntu 24.04Ubuntu 23.104080120160200

MinAvgMaxRyzen 9 7950X264626492654Core i9 14900K179418361867OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 22.04.4Ubuntu 24.047001400210028003500

MinAvgMaxRyzen 9 7950X6.06.06.0Core i9 14900K12.813.013.1OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04Ubuntu 22.04.448121620

MinAvgMaxRyzen 9 7950X153415451556Core i9 14900K689698708OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.04.4Ubuntu 24.04Ubuntu 23.10400800120016002000

MinAvgMaxRyzen 9 7950X5.15.25.2Core i9 14900K11.311.411.5OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.04.4Ubuntu 24.04Ubuntu 23.1048121620

MinAvgMaxRyzen 9 7950X135.8136.0136.3Core i9 14900K64.464.765.2OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.44080120160200

MinAvgMaxRyzen 9 7950X58.658.858.9Core i9 14900K122.5123.5124.2OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.44080120160200

MinAvgMaxRyzen 9 7950X755768787Core i9 14900K354357361OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.42004006008001000

MinAvgMaxRyzen 9 7950X20.320.821.2Core i9 14900K66.467.367.7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUUbuntu 24.04Ubuntu 23.10Ubuntu 22.04.420406080100

MinAvgMaxRyzen 9 7950X459.9466.8472.9Core i9 14900K369.9372.9375.2OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUUbuntu 22.04.4Ubuntu 24.04Ubuntu 23.10120240360480600

MinAvgMaxRyzen 9 7950X16.917.117.4Core i9 14900K21.321.421.5OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUUbuntu 22.04.4Ubuntu 24.04Ubuntu 23.10612182430

MinAvgMaxRyzen 9 7950X192119341947Core i9 14900K836843849OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUUbuntu 23.10Ubuntu 22.04.4Ubuntu 24.045001000150020002500

MinAvgMaxRyzen 9 7950X4.14.14.2Core i9 14900K9.49.49.5OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUUbuntu 23.10Ubuntu 22.04.4Ubuntu 24.044.428.8413.2617.6822.1

MinAvgMaxRyzen 9 7950X163716421650Core i9 14900K104210441046OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUUbuntu 24.04Ubuntu 22.04.4Ubuntu 23.105001000150020002500

MinAvgMaxRyzen 9 7950X9.59.69.7Core i9 14900K22.822.822.9OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUUbuntu 24.04Ubuntu 22.04.4Ubuntu 23.10612182430

CPU Power Consumption Monitor

Ryzen 9 7950XCore i9 14900KOpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringUbuntu 23.10Ubuntu 22.04.4Ubuntu 24.0460120180240300Min: 10.41 / Avg: 113.15 / Max: 232.91Min: 10.19 / Avg: 114.63 / Max: 232.06Min: 11.26 / Avg: 115.07 / Max: 233.02Min: 5.24 / Avg: 125.51 / Max: 347.75Min: 5.27 / Avg: 132.14 / Max: 352.1Min: 5.21 / Avg: 139.86 / Max: 347.98

55 Results Shown

FurMark:
  3840 x 2160 - FurMark OpenGL - Off
  3840 x 2160 - FurMark Vulkan - Off
  3840 x 2160 - FurMark Knot OpenGL - Off
  3840 x 2160 - Furmark Knot Vulkan - Off
GravityMark
VKMark
PyBench
PyPerformance
Blender
Appleseed
LuxCoreRender:
  DLSC - CPU
  Danish Mood - CPU
OSPRay Studio:
  1 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
  3 - 4K - 32 - Path Tracer - CPU
Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Crown
ASTC Encoder:
  Medium
  Very Thorough
  Exhaustive
libavif avifenc:
  0
  2
uvg266
Kvazaar
LAMMPS Molecular Dynamics Simulator
NAMD:
  ATPase with 327,506 Atoms
  STMV with 1,066,628 Atoms
GROMACS
OpenRadioss:
  Rubber O-Ring Seal Installation
  Cell Phone Drop Test
  Bumper Beam
DaCapo Benchmark:
  Tradebeans
  Tradesoap
  Apache Cassandra
  GraphChi
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    FPS
    ms
  Person Detection FP16 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16-INT8 - CPU:
    FPS
    ms
  Person Vehicle Bike Detection FP16 - CPU:
    FPS
    ms
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
  Handwritten English Recognition FP16-INT8 - CPU:
    FPS
    ms
  Road Segmentation ADAS FP16-INT8 - CPU:
    FPS
    ms
  Person Re-Identification Retail FP16 - CPU:
    FPS
    ms
  Noise Suppression Poconet-Like FP16 - CPU:
    FPS
    ms
CPU Power Consumption Monitor