Intel Core Ultra 7 165U Linux Comparison

Benchmarks by Michael Larabel for a future article.

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Identifier
Performance Per
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Date
Run
  Test
  Duration
Lenovo T14 Gen5 - Core Ultra 7 165U
May 13
  16 Hours, 55 Minutes
Acer Swift 14 - Core Ultra 7 155H
May 15
  1 Day, 59 Minutes
Framework 13 - Ryzen 7 7840U
May 16
  9 Hours, 59 Minutes
Framework 16 - Ryzen 7 7840HS
May 17
  9 Hours, 36 Minutes
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  15 Hours, 22 Minutes

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Intel Core Ultra 7 165U Linux ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionOpenGLLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSIntel Core Ultra 7 165U @ 4.80GHz (12 Cores / 14 Threads)LENOVO ThinkPad T14 Gen 5 21MLCTO1WW (N47ET16W 1.05 BIOS)Intel Device 7e7f2 x 32GB DRAM-5600MT/s SK Hynix HMCG88AGBSA092N1024GB UMIS RPETJ1T24MHP2QDQEFI VGARealtek ALC257Intel Device 550a + Intel Device 7e40Ubuntu 22.046.5.0-28-generic (x86_64)GNOME Shell 42.9X Server 1.21.1.4 + Wayland1.3.255GCC 11.4.0ext42880x1800Intel Core Ultra 7 155H @ 4.80GHz (16 Cores / 22 Threads)MTL Swift SFG14-72T Coral_MTH (V1.01 BIOS)8 x 2GB DRAM-6400MT/s Micron MT62F1G32D2DS-0261024GB Micron_2550_MTFDKBA1T0TGEllvmpipeIntel Device 7e28Intel Device 7e406.5.0-35-generic (x86_64)4.5 Mesa 23.2.1-1ubuntu3.1~22.04.2 (LLVM 15.0.7 256 bits)1920x1200AMD Ryzen 7 7840U @ 5.13GHz (8 Cores / 16 Threads)Framework Laptop 13 (AMD Ryzen 7040 ) FRANMDCP07 (03.03 BIOS)AMD Device 14e82 x 8GB DRAM-5600MT/s A-DATA AD5S56008G-B512GB Western Digital WD PC SN740 SDDPNQD-512GGFX1103_R1 512MB (2700/2800MHz)AMD Device 1640MEDIATEK Device 06164.6 Mesa 23.2.1-1ubuntu3.1~22.04.2 (LLVM 15.0.7 DRM 3.54)2256x1504AMD Ryzen 7 7840HS @ 5.29GHz (8 Cores / 16 Threads)Framework Laptop 16 (AMD Ryzen 7040 ) FRANMZCP07 (03.01 BIOS)512GB Western Digital PC SN810 SDCPNRY-512GGFX1103_R1 512MB (2208/1124MHz)AMD Device ab302560x1600OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,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 Processor Details- Lenovo T14 Gen5 - Core Ultra 7 165U: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - Platform Profile: balanced - CPU Microcode: 0x1c - ACPI Profile: balanced- Acer Swift 14 - Core Ultra 7 155H: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x13 - Thermald 2.4.9- Framework 13 - Ryzen 7 7840U: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balanced- Framework 16 - Ryzen 7 7840HS: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balancedPython Details- Python 3.10.12Security Details- Lenovo T14 Gen5 - Core Ultra 7 165U: 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: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Acer Swift 14 - Core Ultra 7 155H: 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: Not affected; BHI: BHI_DIS_S + srbds: Not affected + tsx_async_abort: Not affected - Framework 13 - Ryzen 7 7840U: 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: Vulnerable: Safe RET no microcode + 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 - Framework 16 - Ryzen 7 7840HS: 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: Vulnerable: Safe RET no microcode + 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

Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSResult OverviewPhoronix Test Suite100%156%213%269%326%NAMDOpenVINOOSPRay StudioStockfishSPECFEM3DTensorFlowEmbreeASTC EncodersrsRAN Project7-Zip CompressionOpenRadiossBlenderGROMACSFFmpegStargate Digital Audio WorkstationJPEG-XL libjxlTimed Linux Kernel CompilationTimed Godot Game Engine CompilationTimed FFmpeg CompilationTimed Mesa CompilationC-RayTimed PHP Compilationx265Darktablelibavif avifencRNNoiseJPEG-XL Decoding libjxlPHPBenchRawTherapeeZstd CompressionGraphicsMagickWireGuard + Linux Networking Stack Stress TestGIMPWebP Image EncodePyBenchGNU Octave Benchmark

Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSPer Watt Result OverviewPhoronix Test Suite100%242%383%525%667%NAMDFFmpeg7-Zip CompressionStockfishsrsRAN ProjectTensorFlowx265EmbreeWebP Image EncodeASTC EncoderPHPBenchGROMACSJPEG-XL libjxlStargate Digital Audio WorkstationJPEG-XL Decoding libjxlZstd CompressionGraphicsMagickP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

Intel Core Ultra 7 165U Linux Comparisonospray-studio: 3 - 4K - 32 - Path Tracer - CPUspecfem3d: Layered Halfspacespecfem3d: Water-layered Halfspaceopenradioss: INIVOL and Fluid Structure Interaction Drop Containerc-ray: 5K - 16ospray-studio: 1 - 4K - 32 - Path Tracer - CPUastcenc: Very Thoroughopenradioss: Bird Strike on Windshieldopenradioss: Cell Phone Drop Testbuild-godot: Time To Compileopenradioss: Rubber O-Ring Seal Installationspecfem3d: Mount St. Helenswireguard: astcenc: Exhaustivec-ray: 4K - 16blender: BMW27 - CPU-Onlyspecfem3d: Homogeneous Halfspacenamd: STMV with 1,066,628 Atomsopenradioss: Bumper Beamstockfish: Chess Benchmarkopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandtensorflow: CPU - 32 - ResNet-50gromacs: MPI CPU - water_GMX50_bareffmpeg: libx265 - Uploadospray-studio: 1 - 1080p - 1 - Path Tracer - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUgraphics-magick: Sharpenospray-studio: 3 - 1080p - 32 - Path Tracer - CPUavifenc: 0ospray-studio: 1 - 4K - 1 - Path Tracer - CPUgraphics-magick: Enhancedc-ray: 1080p - 16compress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 1080p - 32 - Path Tracer - CPUx265: Bosphorus 4Kopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUcompress-zstd: 12 - Decompression Speedcompress-zstd: 12 - Compression Speedstargate: 192000 - 512embree: Pathtracer ISPC - Crownbuild-linux-kernel: defconfigopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUgraphics-magick: Noise-Gaussianopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUgraphics-magick: Swirlopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUospray-studio: 3 - 1080p - 1 - Path Tracer - CPUstargate: 96000 - 1024jpegxl: PNG - 90openvino: Person Re-Identification Retail FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUstargate: 44100 - 512stargate: 192000 - 1024jpegxl: JPEG - 90stargate: 44100 - 1024openvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUtensorflow: CPU - 32 - GoogLeNetnamd: ATPase with 327,506 Atomsjpegxl: JPEG - 100jpegxl: PNG - 100embree: Pathtracer ISPC - Asian Dragonastcenc: Thoroughcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedstargate: 96000 - 512jpegxl-decode: Allbuild-mesa: Time To Compilegraphics-magick: Resizingtensorflow: CPU - 32 - AlexNetcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingavifenc: 2build-php: Time To Compileffmpeg: libx265 - Livebuild-ffmpeg: Time To Compilesrsran: PUSCH Processor Benchmark, Throughput Totalgraphics-magick: HWB Color Spacegraphics-magick: Rotaterawtherapee: Total Benchmark Timesrsran: PDSCH Processor Benchmark, Throughput Totalastcenc: Fastjpegxl-decode: 1webp: Quality 100, Lossless, Highest Compressionpybench: Total For Average Test Timesx265: Bosphorus 1080pavifenc: 6, Losslessastcenc: Mediumrnnoise: 26 Minute Long Talking Sampleavifenc: 6gimp: auto-levelsgimp: resizegimp: rotatephpbench: PHP Benchmark Suitewebp: Quality 100, Losslessgimp: unsharp-maskdarktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Room - CPU-onlyoctave-benchmark: webp: Quality 100, Highest Compressionavifenc: 10, Losslesswebp: Quality 100webp: Defaultdarktable: Server Rack - CPU-onlyLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS954046387.089318519333.860694033636.1317961040.6499628.28225.61534.427465.93142.328760571174.6650.3926357.146202.03186.3676862260.12659374.16728480933.63207.9531.4331.5111.980.72915.91619568.67101.9026236974186.922243252987.7691597.910.103129020118110.381366.375.081870.2128.11.0363516.6503152.655424.9016.43411.7916.94114.3878.624429.50237.1211.78763.377317.93501.730.909798.9474231.71831517.61833.20210.632.2166011.16959818.0162.36453533.41268.7936.510.413568.7968.8208.28185.44031472.26.191.588057288.92442.46812972.72358325881582.91280.75082.9878.104585.821724164.3422919.5103.806571.8450.6868946.7311.30040.97048.2857.91014.85521.60014.30311952731.8617.3435.9415.6963.8396.5374.205.52513.5921.060.326645719253.618010917223.419511753868.46549.9085507510.9036473.69167.85446.021344.9997.179239340198.9850.5449307.946168.55124.2650077790.14078283.211052807229.44237.7534.8634.9215.110.79417.70427260.23116.2031163862163.616165143875.6181640.59.981955613898813.861183.005.891862.7113.91.3426138.6629125.963353.4219.78364.3519.18165.49102.785125.11278.6617.38978.989026.97630.621.3212753.0449672.25391721.10629.03241.052.8981391.53168121.5333.10214751.57329.3546.490.4533610.29310.41110.96718.15111536.15.892.044402239.29337.11815294.90456856990672.94273.21994.5666.878619.822722456.8443353.8152.063070.5770.6668452.689.76461.45238.7776.40514.87519.62214.16712001301.8317.7745.2294.3512.8766.6794.215.21113.4320.940.215461889196.262374344187.842073285706.63518.2693891011.0440324.90115.41400.694210.8877.989696956196.9340.6345291.295142.6793.6958274820.34917180.56138720387.89506.6649.9549.9722.631.10024.76304123.17172.4624119185144.224120783872.6531764.813.71434610073813.27407.259.812103.7120.31.50019811.1965117.76273.6754.28111.2235.9529.12274.54607.58526.684.711692.871028.09987.940.3721369.7236042.42599626.7735.97668.803.0855691.63221126.7593.19256612.95609.7666.691.1890911.86611.91513.84148.37321666.58.032.267059331.39432.685189124.79680417590967.37964.832133.8360.8231039.621313353.1504593.4164.522973.9120.7167565.5210.15964.73548.5766.65614.82714.27514.46510781801.9016.5204.9535.3064.1646.3174.705.00514.4823.640.194400759195.903494176182.912630965670.94441.2843366351.2250305.41111.07354.071200.7574.293913335186.0920.7531249.033124.7489.9855065640.40236174.44168709776.81587.8745.4645.4323.601.16422.36263221.01190.4327104301125.426106264362.5631807.914.3123588842012.59350.8911.392130.0121.11.61418412.9165100.91967.4359.29106.8137.4324.72323.45656.75591.394.141927.041187.091126.690.3224411.5832132.64194828.0425.31751.053.4229111.78048428.6623.57568412.11652.6571.481.3813312.88412.94815.08568.80561705.98.202.438771340.58329.191204128.18752377899359.79159.988118.5253.1171039.820713752.5824828.9173.515074.5960.7273162.139.47968.022410.4686.22714.68814.01114.2149790771.9316.3704.7825.1904.0816.2254.774.87714.6524.130.208OpenBenchmarking.org

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.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U200K400K600K800K1000KSE +/- 1015.14, N = 3SE +/- 668.81, N = 3SE +/- 1321.84, N = 3SE +/- 897.27, N = 3400759461889645719954046

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Layered HalfspaceFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U80160240320400SE +/- 2.71, N = 3SE +/- 1.47, N = 3SE +/- 3.81, N = 9SE +/- 4.27, N = 9195.90196.26253.62387.091. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Water-layered HalfspaceFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U70140210280350SE +/- 2.59, N = 3SE +/- 0.54, N = 3SE +/- 1.95, N = 12SE +/- 3.67, N = 9182.91187.84223.42333.861. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

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.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155H2004006008001000SE +/- 2.19, N = 3SE +/- 4.00, N = 3SE +/- 1.17, N = 3670.94706.63868.46

Model: INIVOL and Fluid Structure Interaction Drop Container

Lenovo T14 Gen5 - Core Ultra 7 165U: The test run did not produce a result. E: ** ERROR: INPUT FILE /fsi_drop_container_0001.ra NOT FOUND

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U140280420560700SE +/- 0.33, N = 3SE +/- 0.29, N = 3SE +/- 0.94, N = 3SE +/- 1.25, N = 3441.28518.27549.91636.131. (CC) gcc options: -lpthread -lm

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.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U200K400K600K800K1000KSE +/- 963.75, N = 3SE +/- 331.58, N = 3SE +/- 1495.52, N = 3SE +/- 1790.16, N = 3336635389101550751796104

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.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Very ThoroughFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.27560.55120.82681.10241.378SE +/- 0.0016, N = 3SE +/- 0.0018, N = 3SE +/- 0.0115, N = 9SE +/- 0.0061, N = 61.22501.04400.90360.64991. (CXX) g++ options: -O3 -flto -pthread

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.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U140280420560700SE +/- 0.31, N = 3SE +/- 0.44, N = 3SE +/- 5.58, N = 4SE +/- 6.57, N = 3305.41324.90473.69628.28

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U50100150200250SE +/- 0.12, N = 3SE +/- 0.56, N = 3SE +/- 2.13, N = 12SE +/- 5.51, N = 12111.07115.41167.85225.61

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U120240360480600SE +/- 0.06, N = 3SE +/- 1.25, N = 3SE +/- 0.28, N = 3SE +/- 0.52, N = 3354.07400.69446.02534.43

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.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U100200300400500SE +/- 0.26, N = 3SE +/- 1.38, N = 3SE +/- 0.84, N = 3SE +/- 4.63, N = 5200.75210.88344.99465.93

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Mount St. HelensFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.99, N = 3SE +/- 0.63, N = 9SE +/- 0.73, N = 15SE +/- 1.74, N = 1274.2977.9997.18142.331. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

WireGuard + Linux Networking Stack Stress Test

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.69, N = 3SE +/- 1.10, N = 3SE +/- 6.45, N = 12SE +/- 1.70, N = 3186.09196.93198.99174.67

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.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustiveFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.16940.33880.50820.67760.847SE +/- 0.0003, N = 3SE +/- 0.0006, N = 3SE +/- 0.0061, N = 5SE +/- 0.0041, N = 30.75310.63450.54490.39261. (CXX) g++ options: -O3 -flto -pthread

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U80160240320400SE +/- 0.21, N = 3SE +/- 0.41, N = 3SE +/- 2.13, N = 3SE +/- 0.74, N = 3249.03291.30307.95357.151. (CC) gcc options: -lpthread -lm

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.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.1Blend File: BMW27 - Compute: CPU-OnlyFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.65, N = 3SE +/- 0.18, N = 3SE +/- 1.83, N = 12SE +/- 1.82, N = 3124.74142.67168.55202.03

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Homogeneous HalfspaceFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.91, N = 3SE +/- 1.06, N = 3SE +/- 1.41, N = 4SE +/- 2.16, N = 1289.9993.70124.27186.371. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

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.

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.09050.1810.27150.3620.4525SE +/- 0.00025, N = 3SE +/- 0.00013, N = 3SE +/- 0.00003, N = 3SE +/- 0.00049, N = 30.402360.349170.140780.12659

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.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U80160240320400SE +/- 1.60, N = 3SE +/- 0.51, N = 3SE +/- 0.53, N = 3SE +/- 1.70, N = 3174.44180.56283.21374.16

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 1024 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess BenchmarkFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4M8M12M16M20MSE +/- 91505.66, N = 3SE +/- 38079.47, N = 3SE +/- 409767.78, N = 6SE +/- 67483.57, N = 31687097713872038105280727284809-mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl-mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U816243240SE +/- 0.09, N = 15SE +/- 0.09, N = 15SE +/- 0.29, N = 15SE +/- 0.33, N = 36.817.8929.4433.63MIN: 4 / MAX: 34.44MIN: 4.74 / MAX: 74.93MIN: 13.55 / MAX: 64.14MIN: 20.05 / MAX: 68.261. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U130260390520650SE +/- 8.02, N = 15SE +/- 6.07, N = 15SE +/- 2.36, N = 15SE +/- 2.10, N = 3587.87506.66237.75207.951. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: PlatformFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1122334455SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 345.4649.9534.8631.431. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: Video On DemandFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1122334455SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 345.4349.9734.9231.511. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: ResNet-50Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 323.6022.6315.1111.98

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.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.26190.52380.78571.04761.3095SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 31.1641.1000.7940.7291. (CXX) g++ options: -O3 -lm

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: UploadFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U612182430SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 322.3624.7617.7015.911. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U13002600390052006500SE +/- 2.03, N = 3SE +/- 2.08, N = 3SE +/- 31.33, N = 11SE +/- 39.52, N = 152632304142726195

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1530456075SE +/- 0.20, N = 15SE +/- 0.13, N = 3SE +/- 0.49, N = 15SE +/- 0.73, N = 321.0123.1760.2368.67MIN: 9.72 / MAX: 58.15MIN: 11.05 / MAX: 84.85MIN: 27.81 / MAX: 98.42MIN: 43.2 / MAX: 136.41. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 1.85, N = 15SE +/- 0.97, N = 3SE +/- 0.99, N = 15SE +/- 1.09, N = 3190.43172.46116.20101.901. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SharpenFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 15SE +/- 0.18, N = 13272431261. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U50K100K150K200K250KSE +/- 113.18, N = 3SE +/- 146.93, N = 3SE +/- 1023.89, N = 3SE +/- 2952.83, N = 3104301119185163862236974

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.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 0Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 1.02, N = 3SE +/- 0.93, N = 3125.43144.22163.62186.921. (CXX) g++ options: -O3 -fPIC -lm

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.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U5K10K15K20K25KSE +/- 66.34, N = 3SE +/- 19.94, N = 3SE +/- 203.50, N = 15SE +/- 217.90, N = 710626120781651424325

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1020304050SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.43, N = 15SE +/- 0.24, N = 9433838291. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.57, N = 15SE +/- 0.64, N = 362.5672.6575.6287.771. (CC) gcc options: -lpthread -lm

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U400800120016002000SE +/- 3.77, N = 3SE +/- 2.82, N = 3SE +/- 4.67, N = 15SE +/- 3.75, N = 31807.91764.81640.51597.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 15SE +/- 0.10, N = 314.3013.709.9810.101. (CC) gcc options: -O3 -pthread -lz -llzma

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.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U7K14K21K28K35KSE +/- 39.70, N = 3SE +/- 18.55, N = 3SE +/- 157.18, N = 15SE +/- 406.57, N = 312358143461955631290

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U40K80K120K160K200KSE +/- 286.38, N = 3SE +/- 159.94, N = 3SE +/- 1231.06, N = 3SE +/- 521.40, N = 388420100738138988201181

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 4KFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.15, N = 4SE +/- 0.10, N = 15SE +/- 0.10, N = 12SE +/- 0.06, N = 312.5913.2713.8610.381. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U30060090012001500SE +/- 0.82, N = 3SE +/- 0.71, N = 3SE +/- 10.65, N = 15SE +/- 9.04, N = 3350.89407.251183.001366.37MIN: 320.74 / MAX: 373.41MIN: 345.86 / MAX: 454.44MIN: 543.01 / MAX: 1811.83MIN: 1004.65 / MAX: 2774.661. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 15SE +/- 0.04, N = 311.399.815.895.081. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U5001000150020002500SE +/- 7.09, N = 3SE +/- 5.92, N = 3SE +/- 8.52, N = 14SE +/- 7.86, N = 42130.02103.71862.71870.21. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.35, N = 3SE +/- 0.48, N = 3SE +/- 2.30, N = 14SE +/- 1.44, N = 4121.1120.3113.9128.11. (CC) gcc options: -O3 -pthread -lz -llzma

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.36320.72641.08961.45281.816SE +/- 0.001234, N = 3SE +/- 0.001795, N = 3SE +/- 0.006635, N = 3SE +/- 0.002214, N = 31.6141841.5001981.3426131.0363511. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.0278, N = 3SE +/- 0.0504, N = 3SE +/- 0.0695, N = 9SE +/- 0.0496, N = 312.916511.19658.66296.6503MIN: 12.7 / MAX: 13.32MIN: 10.99 / MAX: 12.53MIN: 8.33 / MAX: 10.17MIN: 6.48 / MAX: 7.8

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: defconfigFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.68, N = 3SE +/- 0.25, N = 3SE +/- 0.95, N = 3SE +/- 0.38, N = 3100.92117.76125.96152.66

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U90180270360450SE +/- 0.15, N = 3SE +/- 0.43, N = 3SE +/- 3.43, N = 15SE +/- 3.28, N = 367.4373.67353.42424.90MIN: 31.65 / MAX: 80.79MIN: 38.73 / MAX: 86.33MIN: 144.51 / MAX: 495.53MIN: 285.23 / MAX: 787.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1326395265SE +/- 0.13, N = 3SE +/- 0.31, N = 3SE +/- 0.19, N = 15SE +/- 0.13, N = 359.2954.2819.7816.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U90180270360450SE +/- 0.10, N = 3SE +/- 0.92, N = 3SE +/- 2.60, N = 15SE +/- 3.92, N = 3106.81111.22364.35411.79MIN: 75.27 / MAX: 120.95MIN: 61.34 / MAX: 169.58MIN: 173.71 / MAX: 494.67MIN: 297.71 / MAX: 796.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U918273645SE +/- 0.04, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 15SE +/- 0.15, N = 337.4335.9519.1816.941. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 1.94, N = 15SE +/- 1.22, N = 324.7229.12165.49114.38MIN: 18.25 / MAX: 40.91MIN: 87.16 / MAX: 226.93MIN: 71.25 / MAX: 185.831. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U70140210280350SE +/- 0.30, N = 3SE +/- 0.49, N = 3SE +/- 1.23, N = 15SE +/- 0.84, N = 3323.45274.54102.7878.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1530456075SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.43, N = 15SE +/- 0.58, N = 3656051441. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U714212835SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 15SE +/- 0.28, N = 36.757.5825.1129.50MIN: 3.56 / MAX: 19.21MIN: 3.84 / MAX: 21.11MIN: 11.08 / MAX: 44.94MIN: 13.14 / MAX: 62.171. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U130260390520650SE +/- 1.02, N = 3SE +/- 0.65, N = 3SE +/- 2.31, N = 15SE +/- 2.27, N = 3591.39526.68278.66237.121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 15SE +/- 0.15, N = 34.144.7117.3811.78MIN: 2.3 / MAX: 36.68MIN: 2.72 / MAX: 16.16MIN: 8.92 / MAX: 29.53MIN: 7.31 / MAX: 24.811. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U400800120016002000SE +/- 7.30, N = 3SE +/- 6.51, N = 3SE +/- 10.99, N = 15SE +/- 9.60, N = 31927.041692.87978.98763.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SwirlFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.77, N = 15SE +/- 1.00, N = 311810290731. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.25, N = 15SE +/- 0.22, N = 37.098.0926.9717.93MIN: 3.57 / MAX: 37.91MIN: 3.95 / MAX: 72.52MIN: 12.17 / MAX: 45.73MIN: 10.03 / MAX: 33.121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U2004006008001000SE +/- 1.66, N = 3SE +/- 1.71, N = 3SE +/- 5.87, N = 15SE +/- 6.12, N = 31126.69987.94630.62501.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.2970.5940.8911.1881.485SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 15SE +/- 0.01, N = 30.320.371.320.90MIN: 0.2 / MAX: 32.76MIN: 0.19 / MAX: 9.82MIN: 0.37 / MAX: 73.11MIN: 0.37 / MAX: 8.721. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U5K10K15K20K25KSE +/- 51.68, N = 3SE +/- 80.35, N = 3SE +/- 129.12, N = 15SE +/- 123.71, N = 324411.5821369.7212753.049798.941. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U16003200480064008000SE +/- 9.07, N = 3SE +/- 2.96, N = 3SE +/- 46.53, N = 7SE +/- 87.41, N = 43213360449677423

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.59441.18881.78322.37762.972SE +/- 0.006688, N = 3SE +/- 0.001207, N = 3SE +/- 0.017344, N = 10SE +/- 0.010674, N = 32.6419482.4259962.2539171.7183151. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

JPEG-XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 90Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U714212835SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 15SE +/- 0.21, N = 428.0426.7721.1117.621. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U816243240SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 14SE +/- 0.32, N = 35.315.9729.0333.20MIN: 3.05 / MAX: 37.24MIN: 3.6 / MAX: 16.07MIN: 15.72 / MAX: 47.41MIN: 16.94 / MAX: 67.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U160320480640800SE +/- 2.27, N = 3SE +/- 3.37, N = 3SE +/- 2.13, N = 14SE +/- 2.10, N = 3751.05668.80241.05210.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.77021.54042.31063.08083.851SE +/- 0.000882, N = 3SE +/- 0.006120, N = 3SE +/- 0.021774, N = 15SE +/- 0.021672, N = 33.4229113.0855692.8981392.2166011. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.40060.80121.20181.60242.003SE +/- 0.006889, N = 3SE +/- 0.000508, N = 3SE +/- 0.008395, N = 3SE +/- 0.003894, N = 31.7804841.6322111.5316811.1695981. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

JPEG-XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: JPEG - Quality: 90Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U714212835SE +/- 0.30, N = 3SE +/- 0.14, N = 3SE +/- 0.18, N = 15SE +/- 0.14, N = 328.6626.7621.5318.021. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 1024Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.80451.6092.41353.2184.0225SE +/- 0.020144, N = 3SE +/- 0.004444, N = 3SE +/- 0.022005, N = 15SE +/- 0.021766, N = 33.5756843.1925663.1021472.3645351. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1224364860SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.45, N = 12SE +/- 0.33, N = 312.1112.9551.5733.41MIN: 7.37 / MAX: 28.53MIN: 7.74 / MAX: 28.75MIN: 20.89 / MAX: 72.63MIN: 19.68 / MAX: 53.921. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U140280420560700SE +/- 1.93, N = 3SE +/- 0.64, N = 3SE +/- 3.12, N = 12SE +/- 2.62, N = 3652.65609.76329.35268.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: GoogLeNetFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1632486480SE +/- 0.27, N = 3SE +/- 0.10, N = 3SE +/- 0.40, N = 8SE +/- 0.20, N = 371.4866.6946.4936.51

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.

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.31080.62160.93241.24321.554SE +/- 0.00786, N = 3SE +/- 0.00165, N = 3SE +/- 0.00072, N = 3SE +/- 0.00034, N = 31.381331.189090.453360.41356

JPEG-XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: JPEG - Quality: 100Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.022, N = 3SE +/- 0.021, N = 3SE +/- 0.106, N = 15SE +/- 0.126, N = 312.88411.86610.2938.7961. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 100Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.018, N = 3SE +/- 0.009, N = 3SE +/- 0.106, N = 15SE +/- 0.115, N = 312.94811.91510.4118.8201. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

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.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.0195, N = 3SE +/- 0.0310, N = 3SE +/- 0.1015, N = 7SE +/- 0.0668, N = 315.085613.841410.96718.2818MIN: 14.94 / MAX: 15.35MIN: 13.7 / MAX: 15.24MIN: 10.5 / MAX: 12.41MIN: 8.01 / MAX: 9.49

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.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ThoroughFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U246810SE +/- 0.0029, N = 3SE +/- 0.0396, N = 3SE +/- 0.0925, N = 4SE +/- 0.0316, N = 38.80568.37328.15115.44031. (CXX) g++ options: -O3 -flto -pthread

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U400800120016002000SE +/- 2.61, N = 3SE +/- 3.84, N = 3SE +/- 13.53, N = 3SE +/- 8.80, N = 51705.91666.51536.11472.21. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 58.208.035.896.191. (CC) gcc options: -O3 -pthread -lz -llzma

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 512Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.54871.09741.64612.19482.7435SE +/- 0.001256, N = 3SE +/- 0.002827, N = 3SE +/- 0.024247, N = 3SE +/- 0.011851, N = 32.4387712.2670592.0444021.5880571. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

JPEG-XL Decoding libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is suited for JPEG XL decode performance testing to PNG output file, the pts/jpexl test is for encode performance. The JPEG XL encoding/decoding is done using the libjxl codebase. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL Decoding libjxl 0.10.1CPU Threads: AllFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U70140210280350SE +/- 0.36, N = 3SE +/- 1.25, N = 3SE +/- 2.26, N = 15SE +/- 2.27, N = 14340.58331.39239.29288.92

Timed Mesa Compilation

This test profile times how long it takes to compile Mesa with Meson/Ninja. For minimizing build dependencies and avoid versioning conflicts, test this is just the core Mesa build without LLVM or the extra Gallium3D/Mesa drivers enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 24.0Time To CompileFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1020304050SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 15SE +/- 0.45, N = 529.1932.6937.1242.47

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: ResizingFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 1.41, N = 6SE +/- 1.00, N = 32041891521291. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: AlexNetFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.46, N = 3SE +/- 0.10, N = 3SE +/- 0.80, N = 15SE +/- 0.94, N = 3128.18124.7994.9072.72

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U16K32K48K64K80KSE +/- 247.64, N = 3SE +/- 169.98, N = 3SE +/- 550.54, N = 14SE +/- 822.60, N = 3752376804145685358321. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20K40K60K80K100KSE +/- 114.90, N = 3SE +/- 483.83, N = 3SE +/- 453.55, N = 14SE +/- 413.98, N = 3789937590969906588151. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.49, N = 3SE +/- 0.49, N = 359.7967.3872.9482.911. (CXX) g++ options: -O3 -fPIC -lm

Timed PHP Compilation

This test times how long it takes to build PHP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.3.4Time To CompileFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.58, N = 3SE +/- 0.65, N = 359.9964.8373.2280.75

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: LiveFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.07, N = 3SE +/- 0.21, N = 3SE +/- 0.66, N = 3SE +/- 0.70, N = 3118.52133.8394.5682.981. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Timed FFmpeg Compilation

This test times how long it takes to build the FFmpeg multimedia library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 7.0Time To CompileFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.92, N = 3SE +/- 0.70, N = 353.1260.8266.8878.10

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U2004006008001000SE +/- 0.02, N = 5SE +/- 0.04, N = 5SE +/- 11.26, N = 15SE +/- 7.77, N = 151039.81039.6619.8585.8-mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 637 / MAX: 1039.9-mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 636.5 / MAX: 1039.7MIN: 350.2 / MAX: 738MIN: 318.2 / MAX: 6431. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -fno-trapping-math -fno-math-errno -ldl

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color SpaceFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U50100150200250SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 32072132272171. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: RotateFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U50100150200250SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 31371332242411. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1428425670SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.66, N = 3SE +/- 0.21, N = 352.5853.1556.8464.341. RawTherapee, version 5.8, command line.

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U10002000300040005000SE +/- 9.32, N = 5SE +/- 18.33, N = 5SE +/- 27.18, N = 15SE +/- 53.29, N = 154828.94593.43353.82919.5-mavx512f -mavx512cd -mavx512bw -mavx512dq-mavx512f -mavx512cd -mavx512bw -mavx512dq1. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -fno-trapping-math -fno-math-errno -ldl

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.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: FastFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.35, N = 3SE +/- 0.88, N = 3SE +/- 2.02, N = 3SE +/- 0.92, N = 3173.52164.52152.06103.811. (CXX) g++ options: -O3 -flto -pthread

JPEG-XL Decoding libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is suited for JPEG XL decode performance testing to PNG output file, the pts/jpexl test is for encode performance. The JPEG XL encoding/decoding is done using the libjxl codebase. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL Decoding libjxl 0.10.1CPU Threads: 1Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100SE +/- 0.96, N = 3SE +/- 0.16, N = 3SE +/- 0.52, N = 3SE +/- 0.31, N = 374.6073.9170.5871.85

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Lossless, Highest CompressionFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.1620.3240.4860.6480.81SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.720.710.660.681. (CC) gcc options: -fvisibility=hidden -O2 -lm

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.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U160320480640800SE +/- 3.76, N = 3SE +/- 1.66, N = 4SE +/- 4.21, N = 4SE +/- 5.34, N = 10731675684689

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 1080pFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1530456075SE +/- 0.58, N = 5SE +/- 0.46, N = 5SE +/- 0.55, N = 15SE +/- 0.58, N = 462.1365.5252.6846.731. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.012, N = 5SE +/- 0.040, N = 5SE +/- 0.090, N = 5SE +/- 0.072, N = 159.47910.1599.76411.3001. (CXX) g++ options: -O3 -fPIC -lm

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.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: MediumFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1530456075SE +/- 0.04, N = 3SE +/- 0.27, N = 3SE +/- 0.53, N = 3SE +/- 0.20, N = 368.0264.7461.4540.971. (CXX) g++ options: -O3 -flto -pthread

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 0.2Input: 26 Minute Long Talking SampleFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.008, N = 5SE +/- 0.010, N = 5SE +/- 0.066, N = 5SE +/- 0.073, N = 1510.4688.5768.7778.2851. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U246810SE +/- 0.006, N = 7SE +/- 0.048, N = 6SE +/- 0.050, N = 6SE +/- 0.069, N = 156.2276.6566.4057.9101. (CXX) g++ options: -O3 -fPIC -lm

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: auto-levelsFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.04, N = 4SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.08, N = 414.6914.8314.8814.86

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: resizeFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U510152025SE +/- 0.02, N = 4SE +/- 0.03, N = 4SE +/- 0.15, N = 3SE +/- 0.06, N = 314.0114.2819.6221.60

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: rotateFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.02, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 4SE +/- 0.05, N = 414.2114.4714.1714.30

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U300K600K900K1200K1500KSE +/- 5793.21, N = 3SE +/- 11910.62, N = 3SE +/- 5153.34, N = 3SE +/- 13427.42, N = 3979077107818012001301195273

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, LosslessFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.43430.86861.30291.73722.1715SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.01, N = 41.931.901.831.861. (CC) gcc options: -fvisibility=hidden -O2 -lm

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: unsharp-maskFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 316.3716.5217.7717.34

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Boat - Acceleration: CPU-onlyFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1.33672.67344.01015.34686.6835SE +/- 0.010, N = 7SE +/- 0.011, N = 7SE +/- 0.034, N = 14SE +/- 0.047, N = 64.7824.9535.2295.941

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Masskrug - Acceleration: CPU-onlyFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1.28162.56323.84485.12646.408SE +/- 0.012, N = 7SE +/- 0.011, N = 7SE +/- 0.034, N = 10SE +/- 0.034, N = 65.1905.3064.3515.696

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Room - Acceleration: CPU-onlyFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.93691.87382.81073.74764.6845SE +/- 0.012, N = 7SE +/- 0.010, N = 7SE +/- 0.025, N = 15SE +/- 0.023, N = 74.0814.1642.8763.839

GNU Octave Benchmark

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 6.4.0Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U246810SE +/- 0.025, N = 7SE +/- 0.020, N = 7SE +/- 0.033, N = 6SE +/- 0.031, N = 66.2256.3176.6796.537

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Highest CompressionFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1.07332.14663.21994.29325.3665SE +/- 0.01, N = 7SE +/- 0.01, N = 7SE +/- 0.02, N = 7SE +/- 0.02, N = 74.774.704.214.201. (CC) gcc options: -fvisibility=hidden -O2 -lm

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.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1.24312.48623.72934.97246.2155SE +/- 0.009, N = 7SE +/- 0.021, N = 7SE +/- 0.025, N = 7SE +/- 0.051, N = 74.8775.0055.2115.5251. (CXX) g++ options: -O3 -fPIC -lm

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.03, N = 11SE +/- 0.01, N = 11SE +/- 0.04, N = 11SE +/- 0.03, N = 1114.6514.4813.4313.591. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: DefaultFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U612182430SE +/- 0.05, N = 12SE +/- 0.03, N = 12SE +/- 0.06, N = 12SE +/- 0.08, N = 1224.1323.6420.9421.061. (CC) gcc options: -fvisibility=hidden -O2 -lm

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Rack - Acceleration: CPU-onlyFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.07340.14680.22020.29360.367SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.006, N = 15SE +/- 0.002, N = 150.2080.1940.2150.326

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100Min: 40.75 / Avg: 79.78 / Max: 100.5Min: 44.88 / Avg: 85.42 / Max: 100.63Min: 45 / Avg: 86.81 / Max: 110Min: 39 / Avg: 78.05 / Max: 104

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150Min: 0.91 / Avg: 38.77 / Max: 60.88Min: 1.84 / Avg: 29.02 / Max: 51.41Min: 3.02 / Avg: 30.52 / Max: 65.66Min: 7.71 / Avg: 68.09 / Max: 134.9

125 Results Shown

OSPRay Studio
SPECFEM3D:
  Layered Halfspace
  Water-layered Halfspace
OpenRadioss
C-Ray
OSPRay Studio
ASTC Encoder
OpenRadioss:
  Bird Strike on Windshield
  Cell Phone Drop Test
Timed Godot Game Engine Compilation
OpenRadioss
SPECFEM3D
WireGuard + Linux Networking Stack Stress Test
ASTC Encoder
C-Ray
Blender
SPECFEM3D
NAMD
OpenRadioss
Stockfish
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
FFmpeg:
  libx265 - Platform
  libx265 - Video On Demand
TensorFlow
GROMACS
FFmpeg
OSPRay Studio
OpenVINO:
  Road Segmentation ADAS FP16-INT8 - CPU:
    ms
    FPS
GraphicsMagick
OSPRay Studio
libavif avifenc
OSPRay Studio
GraphicsMagick
C-Ray
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
OSPRay Studio:
  3 - 4K - 1 - Path Tracer - CPU
  1 - 1080p - 32 - Path Tracer - CPU
x265
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
Zstd Compression:
  12 - Decompression Speed
  12 - Compression Speed
Stargate Digital Audio Workstation
Embree
Timed Linux Kernel Compilation
OpenVINO:
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
  Person Detection FP16 - CPU:
    ms
    FPS
  Handwritten English Recognition FP16-INT8 - CPU:
    ms
    FPS
GraphicsMagick
OpenVINO:
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Face Detection Retail FP16-INT8 - CPU:
    ms
    FPS
GraphicsMagick
OpenVINO:
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
OSPRay Studio
Stargate Digital Audio Workstation
JPEG-XL libjxl
OpenVINO:
  Person Re-Identification Retail FP16 - CPU:
    ms
    FPS
Stargate Digital Audio Workstation:
  44100 - 512
  192000 - 1024
JPEG-XL libjxl
Stargate Digital Audio Workstation
OpenVINO:
  Noise Suppression Poconet-Like FP16 - CPU:
    ms
    FPS
TensorFlow
NAMD
JPEG-XL libjxl:
  JPEG - 100
  PNG - 100
Embree
ASTC Encoder
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
Stargate Digital Audio Workstation
JPEG-XL Decoding libjxl
Timed Mesa Compilation
GraphicsMagick
TensorFlow
7-Zip Compression:
  Decompression Rating
  Compression Rating
libavif avifenc
Timed PHP Compilation
FFmpeg
Timed FFmpeg Compilation
srsRAN Project
GraphicsMagick:
  HWB Color Space
  Rotate
RawTherapee
srsRAN Project
ASTC Encoder
JPEG-XL Decoding libjxl
WebP Image Encode
PyBench
x265
libavif avifenc
ASTC Encoder
RNNoise
libavif avifenc
GIMP:
  auto-levels
  resize
  rotate
PHPBench
WebP Image Encode
GIMP
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Room - CPU-only
GNU Octave Benchmark
WebP Image Encode
libavif avifenc
WebP Image Encode:
  Quality 100
  Default
Darktable
CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts